WO2019218419A1 - Method and apparatus for determining vehicle maintenance scheme - Google Patents

Method and apparatus for determining vehicle maintenance scheme Download PDF

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Publication number
WO2019218419A1
WO2019218419A1 PCT/CN2018/091902 CN2018091902W WO2019218419A1 WO 2019218419 A1 WO2019218419 A1 WO 2019218419A1 CN 2018091902 W CN2018091902 W CN 2018091902W WO 2019218419 A1 WO2019218419 A1 WO 2019218419A1
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WIPO (PCT)
Prior art keywords
maintenance
vehicle
information
target
historical
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PCT/CN2018/091902
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French (fr)
Chinese (zh)
Inventor
王岱泉
朱元杰
孙毅宏
陆振宇
陈亮
叶宏峰
周轶民
Original Assignee
上海汽车集团股份有限公司
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Publication of WO2019218419A1 publication Critical patent/WO2019218419A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10File systems; File servers
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/40Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
    • G06F16/43Querying
    • G06F16/435Filtering based on additional data, e.g. user or group profiles
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/40Information retrieval; Database structures therefor; File system structures therefor of multimedia data, e.g. slideshows comprising image and additional audio data
    • G06F16/48Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually

Definitions

  • the present application relates to the field of vehicles, and in particular to a method and apparatus for determining a vehicle maintenance solution.
  • Vehicles such as automobiles are a common means of transportation, which brings great convenience to people's lives.
  • the vehicle will inevitably fail during use.
  • the maintenance personnel of the repair center may not have a high level of understanding of these new technologies; on the other hand, the maintenance level of the maintenance personnel may be limited, which may result in the maintenance personnel not being able to accurately locate the cause of the failure of the vehicle.
  • a corresponding maintenance plan is available.
  • the technical problem to be solved by the present application is that the maintenance personnel may not be able to accurately locate the cause of the failure of the vehicle, thereby providing a corresponding maintenance plan.
  • a method and apparatus for determining a vehicle maintenance program is provided.
  • an embodiment of the present application provides a method for determining a vehicle maintenance solution, which is applied to a server, including:
  • the historical fault information and the historical maintenance plan are saved in the maintenance data database.
  • the target fault information includes:
  • Symptom information, and/or diagnostic reports determined by diagnostic tool diagnostics determined by diagnostic tool diagnostics.
  • the method further includes:
  • the target fault information is matched with the maintenance data in the maintenance data database to determine a target maintenance plan, including:
  • the target fault information and the target audio and/or video information are respectively matched with the repair data in the maintenance data database to determine a target maintenance plan.
  • the method further includes:
  • the target maintenance plan is corrected based on the failure probability of the respective parts.
  • the obtaining part information of the vehicle to be repaired includes:
  • the maintenance case database includes any one or more of the following information:
  • Historical part failure claims replacement record data historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
  • the method further includes:
  • the maintenance result information is sent to the second terminal device.
  • the method further includes:
  • the fault information includes any one or more of the following:
  • the time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part is the time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
  • the using the current running data to predict fault information of the fault of the vehicle includes:
  • the fault prediction model is obtained by:
  • the historical running data is including running data when the vehicle fails;
  • the fault prediction model is obtained by training based on the historical running data and the fault information corresponding to the historical running data.
  • the method further includes:
  • the method further includes:
  • the target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
  • the maintenance reservation request carries a reference repair time; the method further includes:
  • the maintenance resource includes any one or more of the following:
  • the number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations are the number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
  • the method further includes:
  • the maintenance sequence of each maintenance item is determined according to the occupation of the maintenance resources required for each maintenance project.
  • the maintenance reservation request includes the fault information, and the method further includes:
  • a maintenance work order is generated based on the failure information, the identification of the scheduled maintenance vehicle, and the target repair time.
  • an apparatus for determining a vehicle maintenance solution including:
  • a first receiving unit configured to receive target fault information sent by the first terminal device
  • a first determining unit configured to match the target fault information with the maintenance data in the maintenance data database to determine a target maintenance plan
  • the historical fault information and the historical maintenance plan are saved in the maintenance data database.
  • the target fault information includes:
  • Symptom information, and/or diagnostic reports determined by diagnostic tool diagnostics determined by diagnostic tool diagnostics.
  • the device further includes:
  • a second receiving unit configured to receive target audio and/or video information related to the target fault information that is sent by the first terminal device
  • the first determining unit is specifically configured to:
  • the target fault information and the target audio and/or video information are respectively matched with the repair data in the maintenance data database to determine a target maintenance plan.
  • the device further includes:
  • a first acquiring unit configured to acquire part information of the vehicle to be repaired
  • a second determining unit configured to match the part information with a maintenance case in the maintenance case database, and determine a failure probability of each part of the to-be-maintained vehicle
  • a correction unit configured to correct the target maintenance plan according to a failure probability of the respective parts.
  • the first acquiring unit is specifically configured to:
  • the maintenance case database includes any one or more of the following information:
  • Historical part failure claims replacement record data historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
  • the device further includes:
  • a third receiving unit configured to receive maintenance result information sent by the first terminal device
  • the first sending unit is configured to send the maintenance result information to the second terminal device.
  • the device further includes:
  • a second acquiring unit configured to acquire current running data of the vehicle
  • a prediction unit configured to predict, by using the current running data, fault information that the vehicle is faulty
  • the fault information includes any one or more of the following:
  • the time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part is the time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
  • the prediction unit is specifically configured to:
  • the fault prediction model is obtained by:
  • the historical running data is including running data when the vehicle fails;
  • the fault prediction model is obtained by training based on the historical running data and the fault information corresponding to the historical running data.
  • the device further includes:
  • a second sending unit configured to send the fault information to the second terminal device and/or the first terminal device.
  • the device further includes:
  • a fourth receiving unit configured to receive a maintenance reservation request sent by the third terminal device
  • a third obtaining unit configured to acquire target information of the reserved vehicle
  • a third determining unit configured to determine a target repair center according to the target information, and send information of the target repair center to the third terminal device;
  • the target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
  • the maintenance reservation request carries a reference repair time; the device further includes:
  • a fourth obtaining unit configured to acquire a maintenance resource occupation situation of the target repair center during the reference maintenance period
  • a fourth determining unit configured to determine a target maintenance time according to the reference maintenance time and resource occupation status of the target maintenance center in the reference maintenance time period; and send the target maintenance time to the third terminal device;
  • the maintenance resource includes any one or more of the following:
  • the number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations are the number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
  • the device further includes:
  • the fifth determining unit is configured to determine the maintenance sequence of each maintenance item according to the occupation status of the maintenance resources required for each maintenance item.
  • the maintenance reservation request includes the fault information
  • the device further includes:
  • a generating unit configured to generate a maintenance work order according to the fault information, the identifier of the reserved maintenance vehicle, and the target repair time.
  • the embodiment of the present application has the following advantages:
  • the method and device for determining a vehicle maintenance solution includes: receiving target failure information sent by a first terminal device; matching the target fault information with maintenance data in a maintenance data database to determine target maintenance
  • the program includes a historical fault information and a historical research plan in the maintenance data database. It can be seen that, by using the method and device for determining a vehicle maintenance solution provided in the embodiment of the present application, since the maintenance data database can store a large number of historical research plans corresponding to historical fault information and historical fault information, the server can utilize the maintenance data. The database accurately determines the target maintenance plan.
  • FIG. 1 is a schematic diagram of an application scenario provided by an embodiment of the present application
  • FIG. 2 is a schematic flowchart of a method for determining a vehicle maintenance solution according to an embodiment of the present application
  • FIG. 3 is a schematic flowchart of modifying a target maintenance solution according to an embodiment of the present application.
  • FIG. 4 is a schematic flowchart of a method for predicting fault information of a vehicle fault according to an embodiment of the present application
  • FIG. 5 is a schematic flowchart of a method for recommending a target repair center for an appointment maintenance vehicle according to an embodiment of the present application
  • FIG. 6 is a flowchart of a method for determining a vehicle maintenance solution according to an embodiment of the present application
  • FIG. 7 is a schematic structural diagram of an apparatus for determining a vehicle maintenance scheme according to an embodiment of the present application.
  • the inventors of the present application have found through research that a vehicle may inevitably fail during use. When the vehicle fails, you can usually go to the repair center for repair. However, with the development of vehicle technology, more and more new technologies are applied to vehicles. On the one hand, the maintenance personnel of the repair center may not have a high level of understanding of these new technologies; on the other hand, the maintenance level of the maintenance personnel may be limited, which may result in the maintenance personnel not being able to accurately locate the cause of the failure of the vehicle. A corresponding maintenance plan is available.
  • embodiments of the present application provide a method and apparatus for determining a vehicle maintenance solution, the method comprising: receiving target failure information sent by a first terminal device; and matching the target fault information with maintenance data in a maintenance data database Determining a target maintenance plan; wherein the maintenance information database stores historical failure information and a historical research plan. It can be seen that, by using the method and device for determining a vehicle maintenance solution provided in the embodiment of the present application, since the maintenance data database can store a large number of historical research plans corresponding to historical fault information and historical fault information, the server can utilize the maintenance data. The database accurately determines the target maintenance plan.
  • FIG. 1 is a schematic diagram of an application scenario provided by an embodiment of the present application.
  • the first terminal device 110 may be a mobile terminal terminal device, for example, the first terminal device 110 may be a mobile terminal such as a smart phone or a tablet computer.
  • the first terminal device 110 may be a terminal device such as a desktop computer.
  • the first terminal device 110 can interact with the server 130 over a network. Specifically, the maintenance personnel may send the target fault information to the server 130 through the first terminal device 110, so that the server 130 determines the target maintenance plan according to the target fault information, and sends the target maintenance solution to the first terminal device 110 for maintenance. The personnel are repaired according to the target maintenance program.
  • the second terminal device 120 is a mobile terminal device.
  • the second terminal device 120 may be a mobile terminal such as a smart phone or a tablet computer.
  • the second terminal device 120 may be an on-board computer.
  • the second terminal device 110 can interact with the server 130 over the network.
  • the server 130 may acquire the current running data of the vehicle by using the second terminal device 110, and predict the fault information of the vehicle failure, and send the fault information to the second terminal device 120 to prompt the user that the vehicle may be faulty.
  • the server 130 may further receive a maintenance reservation request sent by the second terminal device 120, acquire target information of the vehicle to be repaired, and send the target repair center to the second terminal device 120, thereby recommending the target repair center for the user.
  • FIG. 2 it is a schematic flowchart of a method for determining a vehicle maintenance solution according to an embodiment of the present application.
  • the method for determining a vehicle maintenance solution provided by the embodiment of the present application may be applied to a server.
  • the embodiment of the present application does not specifically limit the server.
  • the method for determining a vehicle maintenance solution provided by the embodiment of the present application can be implemented, for example, by the following steps S201-S202.
  • S201 Receive target fault information sent by the first terminal device.
  • the first terminal device is a maintenance center terminal device.
  • the target failure information mentioned in the embodiment of the present application refers to information that may be related to the failure of the vehicle to be repaired.
  • the target fault information is not specifically limited in the embodiment of the present application.
  • the target fault information may include: fault phenomenon information, and/or a diagnostic report determined by a diagnostic tool diagnosis.
  • the fault phenomenon information refers to the abnormal phenomenon information of the vehicle to be repaired, and may include, for example, an abnormal sound of the engine, an abnormal flashing of the vehicle lamp, and the like.
  • the fault phenomenon information may be information that the user verbally describes to the maintenance personnel, or may be information discovered by the maintenance personnel when checking the vehicle to be repaired.
  • the fault of the vehicle to be repaired is often not fully reflected by observation or simple inspection, and the fault information of each module on the vehicle to be repaired can also be read by using the diagnostic tool to generate a diagnosis report.
  • S202 Match the target fault information with the maintenance data in the maintenance data database to determine a target maintenance plan.
  • the historical fault information and the historical maintenance plan are saved in the maintenance data database.
  • the maintenance data database mentioned in the embodiment of the present application can store a large amount of historical fault information and a historical maintenance plan.
  • the historical maintenance plan may include a parts disassembly manual, a principle manual, a Diagnostic Trouble Code (DTC) manual, a circuit diagram, and a connector. Other information may be included, which is not specifically limited in the embodiment of the present application.
  • DTC Diagnostic Trouble Code
  • the maintenance data database stores a historical research plan corresponding to a large amount of historical fault information and historical fault information. Therefore, the target fault information can be matched with the historical fault information in the maintenance data database. If the target fault information is successfully matched with a certain historical fault information, the historical maintenance scheme corresponding to the historical fault information may be used as the target maintenance scheme.
  • the target maintenance solution may include, for example, a maintenance item, a repair time, a maintenance personnel level, a maintenance tool, a maintenance station, and the like.
  • the target maintenance plan can be as shown in Table 1 below.
  • the server may also transmit operational video and/or operational audio associated with the target maintenance plan to the first terminal device to assist the maintenance personnel in performing the repair.
  • the server can utilize the maintenance data.
  • the database accurately determines the target maintenance plan.
  • the utilization of the target fault information may not well reflect the current state of the vehicle to be repaired, and therefore, in order to better reflect the current state of the vehicle to be repaired, thereby making the determined target
  • the maintenance plan is more accurate.
  • the server may further combine the audio and/or video information related to the target fault information sent by the first terminal device, and the target fault information and The audio and/or video information is respectively matched with the maintenance data in the maintenance data database to determine a target maintenance plan.
  • the maintenance personnel can record the audio and/or video information of the vehicle to be repaired on site, and send the audio and/or video information to the server through the first terminal device.
  • historical audio information and/or video information may be included in the historical fault information in the maintenance data database. Therefore, after receiving the target audio and/or video information, the server may The target audio and/or video information is respectively matched with the maintenance data in the maintenance data database to determine a target maintenance plan.
  • the method for determining a vehicle maintenance solution may further include the following steps S301-S303.
  • part information of the vehicle to be repaired mentioned in the embodiment of the present application may be part information of all parts included in the vehicle to be repaired, and may also include parts of the parts included in the target maintenance plan. information.
  • the embodiment of the present application is not specifically limited.
  • the server may extract the part information from the target maintenance plan.
  • the part information of the to-be-maintained vehicle may be acquired by using the following steps A-B.
  • Step A obtaining an identifier of the vehicle to be repaired
  • each vehicle has a unique identifier, and the identifier of the vehicle to be repaired is used to uniquely identify the vehicle to be repaired.
  • the embodiment of the present application does not specifically limit the identifier of the vehicle to be repaired.
  • the identifier of the vehicle to be repaired may be a feature code of the vehicle to be repaired.
  • the The identification of the maintenance vehicle may be a Vehicle Identification Number (VIN) of the vehicle to be repaired.
  • VIN Vehicle Identification Number
  • the embodiment of the present application does not specifically limit the specific implementation manner of obtaining the identifier of the vehicle to be repaired.
  • the target fault information may include the identifier of the vehicle to be repaired, so the server may be from the target.
  • the identification of the vehicle to be repaired is extracted from the fault information.
  • Step B Matching the identifier of the vehicle to be repaired with a vehicle configuration database to obtain part information of the vehicle to be repaired.
  • a plurality of vehicle identifiers may be stored in the vehicle configuration database with configuration information corresponding to the vehicle identifier, and the configuration information may include part information.
  • the vehicle configuration database may be used to determine part information of the vehicle to be repaired.
  • S302 Match the part information with a maintenance case in the maintenance case database to determine a failure probability of each part of the to-be-maintained vehicle.
  • the maintenance case database includes a plurality of historical maintenance cases, and the historical maintenance case may include information such as fault parts.
  • the maintenance case database may include any one or more of the following information:
  • Historical part failure claims replacement record data historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
  • the historical vehicle maintenance data may include specific data of the maintenance, and specifically includes any one or more of maintenance items, maintenance tools, maintenance time, maintenance location, maintenance personnel level, and the like.
  • the historical part breakpoint information refers to the time information for optimizing the part.
  • the embodiment of the present application does not specifically limit the specific implementation manner of the target maintenance scheme by using the failure probability of the respective parts.
  • the failure probability of each component may be sorted from high to low to determine the maintenance sequence. Parts with high probability correspond to the maintenance sequence.
  • the maintenance personnel may send the repair data in the repair process to the server through the first terminal device, so that the server according to the The repair data during the repair process further identifies the new target repair plan.
  • the maintenance data of the to-be-maintained vehicle may be stored in the maintenance case database, and the target failure information and the target maintenance may be performed.
  • the program stores values in the maintenance data database.
  • the server may further receive the service result information sent by the first terminal device, where The maintenance result information is sent to the second terminal device.
  • the second terminal device is a client terminal device, and details are not described herein again.
  • the maintenance result may be sent to the server through the first terminal device, so that the server sends the maintenance result to the second terminal device, thereby This allows users to understand the progress of the repair in real time and enhance the user experience.
  • the vehicle is likely to malfunction during driving, which brings inconvenience to the user.
  • the fault information of the vehicle failure may also be predicted, so as to remind the user that the vehicle may be faulty, so that the user prepares for maintenance in advance.
  • FIG. 4 it is a schematic flowchart of a method for predicting fault information of a vehicle fault according to an embodiment of the present application.
  • the method of predicting failure information of a vehicle failure may be implemented, for example, by the following steps S401-S402.
  • the specific implementation manner of acquiring current running data of the vehicle is not specifically limited in the embodiment of the present application.
  • the onboard monitoring device on the vehicle can transmit the monitored current operational data to the server.
  • the time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part is the time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
  • the time range in which the vehicle fails may include, for example, the next 7 days to 9 days.
  • the part in which the vehicle has failed may, for example, include an engine, and may include, for example, a battery.
  • the fault type of the faulty component may include, for example, an abnormal sound from the engine, and may include a battery failure, such that the vehicle fails to start.
  • the fault information of the vehicle failure has a certain relationship with the current running data of the vehicle. Therefore, the current operating data can be utilized to predict the fault information of the vehicle that is faulty.
  • the specific implementation of the step S402 is not specifically limited in the embodiment of the present application.
  • the current running data may be used as an input of a fault prediction model to predict information about a fault of the vehicle. .
  • the fault prediction model can be obtained by the following steps C-D:
  • Step C Acquire historical running data; the historical running data includes running data when the vehicle fails.
  • the historical vehicle operating data may be included in the maintenance case database, and thus the historical operational data may be obtained from the maintenance case database.
  • Step D Training based on the historical running data and the fault information corresponding to the historical running data to obtain the fault prediction model.
  • the parameters of the fault prediction model may be determined, thereby obtaining the fault prediction model.
  • the fault prediction model may include multiple sub-models, and each sub-model corresponds to one or more parts.
  • the failure prediction model includes an engine failure prediction submodel, a battery failure prediction submodel, and the like.
  • the fault information may be sent to the first terminal device and/or the second terminal device. It can be understood that sending the fault information to the first terminal device may prompt the maintenance personnel to prepare for maintenance. Sending to the second terminal device can prompt the user for a possible malfunction of the vehicle, so that the user can arrange the vehicle maintenance in advance.
  • the server may query, from the historical maintenance case database, a part corresponding to the part in which the vehicle is faulty. If the part breakpoint information does not query the part breakpoint information corresponding to the part in which the vehicle has failed, it indicates that the part in which the vehicle has failed is likely to malfunction. Therefore, the server can generate corresponding alarm information, and send the alarm information to the terminal device of the vehicle manufacturer to remind the relevant personnel of the vehicle manufacturer to monitor the part.
  • the first terminal device may reserve the repair center to perform maintenance on the vehicle.
  • the vehicle scheduled to be repaired is referred to as an appointment maintenance vehicle.
  • the server may also recommend a target repair center for the scheduled maintenance vehicle.
  • FIG. 5 it is a schematic flowchart of a method for recommending a target repair center for an appointment maintenance vehicle according to an embodiment of the present application.
  • a schematic flowchart of a method for recommending a target repair center for an appointment maintenance vehicle is provided in the embodiment of the present application.
  • the method for recommending a target repair center for an appointment maintenance vehicle provided by the embodiment of the present application can be implemented, for example, by the following steps S501-S503.
  • S501 Receive a maintenance reservation request sent by the third terminal device.
  • the third terminal device mentioned in the embodiment of the present application is a user terminal device, which is similar to the second terminal device, and the third terminal device may be a mobile terminal such as a smart phone or a tablet computer;
  • the third terminal device can be an onboard computer.
  • the second terminal device and the third terminal device may be the same terminal device or different terminal devices.
  • the user uses the onboard computer to receive the fault information and/or alarm information sent by the server, and then uses the tablet computer to make a maintenance appointment.
  • the user uses the tablet to receive the fault information and/or alarm information sent by the server, and then uses the tablet to make a maintenance appointment.
  • the specific content of the maintenance reservation request is not specifically limited in the embodiment of the present application.
  • the third terminal device sends the maintenance reservation request, for example, a button may be clicked on a certain interaction interface of the third terminal device.
  • the target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
  • the embodiment of the present application does not specifically limit the specific manner of obtaining the target information of the reserved vehicle.
  • the target information of the reserved vehicle may be queried from the maintenance case database.
  • S503 Determine a target repair center according to the target information, and send information of the target repair center to the third terminal device.
  • a historical repair center may be a familiar repair center
  • users are more likely to prefer to go to the historical repair center to repair the vehicle.
  • the distance to the repair center is another factor that the user considers. Therefore, the target repair center can be determined based on the target information.
  • the target maintenance center in combination with the historical maintenance center information of the user, and the distance between the location of the scheduled maintenance vehicle and the historical maintenance center, the target maintenance center may be determined.
  • a historical service center in which the number of times the user repairs the vehicle is greater than a first threshold and the distance from the reserved service vehicle is greater than a second threshold may be selected as the target service center.
  • the embodiment of the present application does not specifically limit the specific content of the maintenance reservation request.
  • the maintenance reservation request carries a reference repair time.
  • the reference repair time can be understood as the user's idle time, that is, the user can send the scheduled maintenance vehicle to the target repair center for repair at the reference repair time.
  • the reference repair time may include several times.
  • the reference repair time may be 2018-05-03 9:00 am to 5:00 pm and 2018-05-04 9:00 am to 4 pm :00.
  • the server after receiving the service reservation request, the server further determines whether the target service center has sufficient maintenance resources for the reservation within the reference repair time range. Repair the vehicle for repair.
  • the method may further include the following steps E-F.
  • Step E Obtain the occupational resource occupation of the target repair center during the reference maintenance period.
  • the target repair center can send its resource occupancy to the server. Therefore, the server can obtain the maintenance resource occupancy of the target repair center during the reference maintenance period.
  • Step F determining a target maintenance time according to the reference maintenance time and the resource occupation status of the target maintenance center in the reference maintenance time period; and transmitting the target maintenance time to the third terminal device.
  • the maintenance resource includes any one or more of the following:
  • the number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations are the number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
  • the first time period is taken as the target maintenance time.
  • the first time period may be a certain time period of the scheduled maintenance time.
  • the target maintenance time is determined according to the resource occupation condition of the target maintenance center, it can be ensured that the scheduled maintenance vehicle is in the target maintenance time period. service. Avoiding the problem of user queuing caused by limited maintenance resources when the maintenance vehicle is scheduled to be repaired at the target service center improves the user experience.
  • the maintenance sequence of each maintenance item may also be determined according to the occupation status of the maintenance resources required for each maintenance item.
  • the target maintenance plan is shown in Table 1.
  • the occupancy rate of primary service technicians and elevator stations is 90% and 70% respectively, and the occupancy rate of primary service technicians and elevator stations is expected to decrease after 1 hour.
  • the occupancy rate of senior service technicians and open space stations is only 30% and 0%. Therefore, the senior maintenance technicians with the highest historical repair rate for engine faults are screened and assigned to the open space station, and the maintenance of work 2/3/4/5 is started.
  • the requesting the maintenance reservation request may include the fault information, and the server may The identification of the vehicle and the target repair time generate a repair work order.
  • the method for determining the vehicle maintenance scheme described above can be employed to determine the target maintenance plan.
  • part or all of the content included in the target maintenance plan may also be added to the maintenance work order, and the content of the maintenance work order is updated in real time according to the maintenance progress.
  • the user finds that the engine is making an abnormal sound and the fault light is on, so the user drives the vehicle to the repair center for repair.
  • FIG. 6 it is a flowchart of a method for determining a vehicle maintenance solution according to an embodiment of the present application.
  • the method for determining a vehicle maintenance solution provided by the embodiment of the present application can be implemented, for example, by the following steps S601-S612.
  • S601 The maintenance personnel introduces the target fault information through the first terminal device.
  • the first terminal device prompts the maintenance personnel to supplement the fault sound/video information, and gives a reference example of the supplementary information.
  • the service technician obtains the relevant audio/video information as required and inputs it through the first terminal device.
  • the server matches the maintenance data database according to the target fault information and the fault sound/video information, and obtains a target maintenance plan.
  • the target maintenance program consists of two maintenance items, namely: 1. Check the turbocharger solenoid valve line. 2. Check/replace the turbocharger solenoid valve.
  • the server acquires part information of the vehicle to be repaired; and matches the part information with the maintenance case in the maintenance case database to determine a failure probability of each part of the to-be-maintained vehicle.
  • the server identified four component failures, namely: 1.
  • the turbocharger solenoid valve line failure rate was 29%.
  • the turbocharger solenoid valve failure rate is 38%.
  • the revised target maintenance plan is: 1. Check/replace the turbocharger solenoid valve. 2. Check the turbocharger solenoid valve circuit.
  • the server may send the corrected target maintenance plan to the first terminal device, and the maintenance personnel may view the corrected target maintenance plan through the display screen of the first terminal device.
  • the server sends information about the function principle of the turbocharger solenoid valve, the disassembly and assembly guide, the connector information, the inspection measurement method, the measurement standard data, and the like to the first terminal device.
  • the maintenance personnel can view the functional principle introduction, disassembly and assembly guidance, connector information, inspection measurement method, measurement standard data and the like related to the turbocharger solenoid valve through the display screen of the first terminal device.
  • S607 The maintenance personnel completed the inspection according to the instructions, and the inspection result showed no abnormality. And using the first terminal device to send the inspection result to the server by voice/text/click.
  • the server sends information about the functional principle of the components related to checking the turbocharger solenoid valve line, the disassembly and assembly guide, the connector information, the inspection measurement method, the measurement standard data, and the like to the first terminal device.
  • the maintenance personnel can view the functional principle introduction, disassembly and assembly guide, connector information, inspection measurement method, measurement standard data and the like related to the turbocharger solenoid valve line through the display screen of the first terminal device.
  • S609 The maintenance personnel completed the inspection according to the instructions, and no abnormalities were found in the inspection results. And using the first terminal device to send the inspection result to the server by voice/text/click.
  • S610 The maintenance personnel sends the maintenance data during the maintenance process to the server through the first terminal device.
  • the server obtains a new target maintenance plan according to the maintenance data in the maintenance process, and sends a new target maintenance plan to the first terminal device.
  • the relevant circuit diagram, connector information, disassembly instructions, inspection measurement methods, measurement standard data and other information are sent to the first terminal device.
  • the new maintenance plan can be, for example: 1. Check the engine computer network communication line. 2. Check/replace the gateway module.
  • the device 700 may specifically include, for example, a first receiving unit 710 and a first determining unit 720.
  • the first receiving unit 710 is configured to receive target fault information sent by the first terminal device.
  • the first determining unit 720 is configured to match the target fault information with the maintenance data in the maintenance data database to determine a target maintenance plan
  • the historical fault information and the historical maintenance plan are saved in the maintenance data database.
  • the target fault information includes:
  • Symptom information, and/or diagnostic reports determined by diagnostic tool diagnostics determined by diagnostic tool diagnostics.
  • the device 700 further includes:
  • a second receiving unit configured to receive target audio and/or video information related to the target fault information that is sent by the first terminal device
  • the first determining unit 720 is specifically configured to:
  • the target fault information and the target audio and/or video information are respectively matched with the repair data in the maintenance data database to determine a target maintenance plan.
  • the device 700 further includes:
  • a first acquiring unit configured to acquire part information of the vehicle to be repaired
  • a second determining unit configured to match the part information with a maintenance case in the maintenance case database, and determine a failure probability of each part of the to-be-maintained vehicle
  • a correction unit configured to correct the target maintenance plan according to a failure probability of the respective parts.
  • the first acquiring unit is specifically configured to:
  • the maintenance case database includes any one or more of the following information:
  • Historical part failure claims replacement record data historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
  • the device 700 further includes:
  • a third receiving unit configured to receive maintenance result information sent by the first terminal device
  • the first sending unit is configured to send the maintenance result information to the second terminal device.
  • the device 700 further includes:
  • a second acquiring unit configured to acquire current running data of the vehicle
  • a prediction unit configured to predict, by using the current running data, fault information that the vehicle is faulty
  • the fault information includes any one or more of the following:
  • the time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part is the time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
  • the prediction unit is specifically configured to:
  • the fault prediction model is obtained by:
  • the historical running data is including running data when the vehicle fails;
  • the fault prediction model is obtained by training based on the historical running data and the fault information corresponding to the historical running data.
  • the device 700 further includes:
  • a second sending unit configured to send the fault information to the second terminal device and/or the first terminal device.
  • the device 700 further includes:
  • a fourth receiving unit configured to receive a maintenance reservation request sent by the third terminal device
  • a third obtaining unit configured to acquire target information of the reserved vehicle
  • a third determining unit configured to determine a target repair center according to the target information, and send information of the target repair center to the third terminal device;
  • the target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
  • the maintenance reservation request carries a reference repair time; the device 700 further includes:
  • a fourth obtaining unit configured to acquire a maintenance resource occupation situation of the target repair center during the reference maintenance period
  • a fourth determining unit configured to determine a target maintenance time according to the reference maintenance time and resource occupation status of the target maintenance center in the reference maintenance time period; and send the target maintenance time to the third terminal device;
  • the maintenance resource includes any one or more of the following:
  • the number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations are the number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
  • the device 700 further includes:
  • the fifth determining unit is configured to determine the maintenance sequence of each maintenance item according to the occupation status of the maintenance resources required for each maintenance item.
  • the service reservation request includes the fault information
  • the apparatus 700 further includes:
  • a generating unit configured to generate a maintenance work order according to the fault information, the identifier of the reserved maintenance vehicle, and the target repair time.
  • the server can use the maintenance data database to be accurate. Determine the target maintenance plan.

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Abstract

A method and apparatus for determining a vehicle maintenance scheme, the method comprising: receiving target malfunction information sent by a first terminal device; and matching the target malfunction information to maintenance material in a maintenance material database, and determining a target maintenance scheme, the maintenance material database storing historical malfunction information and historical research schemes. Hence, by using the provided method and apparatus for determining a vehicle maintenance scheme, a server may use the maintenance material database to accurately determine a target maintenance scheme since a large amount of historical malfunction information and historical research schemes corresponding to the historical malfunction information may be stored in the maintenance material database.

Description

一种确定车辆维修方案的方法及装置Method and device for determining vehicle maintenance plan
本申请要求于2018年05月14日提交中国专利局、申请号为201810458039.6、申请名称为“一种确定车辆维修方案的方法及装置”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。The present application claims priority to Chinese Patent Application No. 201810458039.6 filed on May 14, 2018, the entire disclosure of which is incorporated herein by reference. In this application.
技术领域Technical field
本申请涉及车辆领域,特别是涉及一种确定车辆维修方案的方法及装置。The present application relates to the field of vehicles, and in particular to a method and apparatus for determining a vehicle maintenance solution.
背景技术Background technique
车辆例如汽车作为一种常用的代步工具,给人们的生活带来了很大的便利。Vehicles such as automobiles are a common means of transportation, which brings great convenience to people's lives.
可以理解的是,车辆在使用的过程中不可避免的会出现故障。车辆发生故障时,一般可以去维修中心进行维修。但是,随着车辆技术的发展,在车辆上应用的新技术越来越多。一方面,维修中心的维修人员对这些新技术的了解程度可能并不高;另一方面,维修人员的维修水平可能有限,从而导致维修人员可能并不能准确的定位出车辆的故障原因,从而给出相应的维修方案。Understandably, the vehicle will inevitably fail during use. When the vehicle fails, you can usually go to the repair center for repair. However, with the development of vehicle technology, more and more new technologies are applied to vehicles. On the one hand, the maintenance personnel of the repair center may not have a high level of understanding of these new technologies; on the other hand, the maintenance level of the maintenance personnel may be limited, which may result in the maintenance personnel not being able to accurately locate the cause of the failure of the vehicle. A corresponding maintenance plan is available.
因此,需要提供一种方案,可以准确的给出车辆维修方案。Therefore, it is necessary to provide a solution that can accurately give a vehicle maintenance plan.
发明内容Summary of the invention
本申请所要解决的技术问题是维修人员可能并不能准确的定位出车辆的故障原因,从而给出相应的维修方案。提供一种确定车辆维修方案的方法和装置。The technical problem to be solved by the present application is that the maintenance personnel may not be able to accurately locate the cause of the failure of the vehicle, thereby providing a corresponding maintenance plan. A method and apparatus for determining a vehicle maintenance program is provided.
第一方面,本申请实施例提供一种确定车辆维修方案的方法,应用于服务器,包括:In a first aspect, an embodiment of the present application provides a method for determining a vehicle maintenance solution, which is applied to a server, including:
接收第一终端设备发送的目标故障信息;Receiving target fault information sent by the first terminal device;
将所述目标故障信息与维修资料数据库中的维修资料进行匹配,确定目标维修方案;Matching the target fault information with the maintenance data in the maintenance data database to determine the target maintenance plan;
其中,所述维修资料数据库中保存有历史故障信息与历史维修方案。The historical fault information and the historical maintenance plan are saved in the maintenance data database.
可选的,所述目标故障信息包括:Optionally, the target fault information includes:
故障现象信息,和/或,由诊断工具诊断确定的诊断报告。Symptom information, and/or diagnostic reports determined by diagnostic tool diagnostics.
可选的,所述方法还包括:Optionally, the method further includes:
接收所述第一终端设备发送的与所述目标故障信息相关的目标音频和/或视频信息;Receiving target audio and/or video information related to the target fault information sent by the first terminal device;
相应的,所述将所述目标故障信息与维修资料数据库中的维修资料进行匹配,确定目标维修方案,包括:Correspondingly, the target fault information is matched with the maintenance data in the maintenance data database to determine a target maintenance plan, including:
将所述标故障信息和所述目标音频和/或视频信息分别与所述维修资料数据库中的维修资料进行匹配,确定目标维修方案。The target fault information and the target audio and/or video information are respectively matched with the repair data in the maintenance data database to determine a target maintenance plan.
可选的,所述方法还包括:Optionally, the method further includes:
获取待维修车辆的零件信息;Obtaining part information of the vehicle to be repaired;
将所述零件信息与维修案例数据库中的维修案例进行匹配,确定所述待维修车辆的各个零件的故障概率;Matching the part information with a maintenance case in the maintenance case database to determine a failure probability of each part of the vehicle to be repaired;
根据所述各个零件的故障概率修正所述目标维修方案。The target maintenance plan is corrected based on the failure probability of the respective parts.
可选的,所述获取待维修车辆的零件信息,包括:Optionally, the obtaining part information of the vehicle to be repaired includes:
获取所述待维修车辆的标识Obtaining the identification of the vehicle to be repaired
将所述待维修车辆的标识与车辆配置数据库进行匹配,获取所述待维修车辆的零件信息。Matching the identifier of the vehicle to be repaired with a vehicle configuration database to obtain part information of the vehicle to be repaired.
可选的,所述维修案例数据库中包含以下信息中的任意一种或多种:Optionally, the maintenance case database includes any one or more of the following information:
历史零件故障索赔更换记录数据、历史车辆维修数据、历史零件断点信息和历史车辆运行数据。Historical part failure claims replacement record data, historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
可选的,所述方法还包括:Optionally, the method further includes:
接收所述第一终端设备发送的维修结果信息;Receiving maintenance result information sent by the first terminal device;
将所述维修结果信息发送给第二终端设备。The maintenance result information is sent to the second terminal device.
可选的,所述方法还包括:Optionally, the method further includes:
获取车辆的当前运行数据;Obtaining current operational data of the vehicle;
利用所述当前运行数据,预测所述车辆发生故障的故障信息;Using the current running data, predicting fault information of the vehicle that is faulty;
其中,所述故障信息包括以下任意一种或多种:The fault information includes any one or more of the following:
所述车辆发生故障的时间范围、所述车辆发生故障的零件以及所述发生故障的零件的故障类型。The time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
可选的,所述利用所述当前运行数据,预测所述车辆发生故障的故障信息,包括:Optionally, the using the current running data to predict fault information of the fault of the vehicle includes:
将所述当前运行数据作为故障预测模型的输入,预测出所述车辆发生故障的相关信息;Using the current running data as an input of a fault prediction model, and predicting information related to the vehicle failure;
其中,所述故障预测模型通过如下方式获得:The fault prediction model is obtained by:
获取历史运行数据;所述历史运行数据为包括车辆发生故障时的运行数据;Obtaining historical running data; the historical running data is including running data when the vehicle fails;
基于所述历史运行数据与该历史运行数据对应的故障信息进行训练,获得所述故障预测模型。The fault prediction model is obtained by training based on the historical running data and the fault information corresponding to the historical running data.
可选的,所述方法还包括:Optionally, the method further includes:
将所述故障信息发送给所述第二终端设备和/或所述第一终端设备。Transmitting the fault information to the second terminal device and/or the first terminal device.
可选的,所述方法还包括:Optionally, the method further includes:
接收第三终端设备发送的维修预约请求;Receiving a maintenance reservation request sent by the third terminal device;
获取预约车辆的目标信息;Obtaining target information of the reserved vehicle;
根据所述目标信息确定目标维修中心,将所述目标维修中心的信息发送给所述第三终端设备;Determining a target repair center according to the target information, and transmitting information of the target repair center to the third terminal device;
所述预约车辆的目标信息包括:所述预约维修车辆的历史维修中心信息,和/或,所述预约维修车辆的位置信息。The target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
可选的,所述维修预约请求中携带参考维修时间;所述方法还包括:Optionally, the maintenance reservation request carries a reference repair time; the method further includes:
获取目标维修中心在所述参考维修时间段内的维修资源占用情况;Obtaining the occupational resource occupation of the target repair center during the reference maintenance period;
结合所述参考维修时间和所述目标维修中心在所述参考维修时间段内的资源占用情况确定目标维修时间;并将所述目标维修时间发送给所述第三终端设备;Determining a target repair time in conjunction with the reference repair time and resource occupancy of the target repair center during the reference repair period; and transmitting the target repair time to the third terminal device;
其中,所述维修资源包括以下任意一种或多种:Wherein, the maintenance resource includes any one or more of the following:
维修人员的数量、维修工具的数量、维修工位数量。The number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
可选的,若所述目标维修方案包括多个维修项目,则所述方法还包括:Optionally, if the target maintenance solution includes multiple maintenance items, the method further includes:
根据各个维修项目所需维修资源的占用情况,确定各个维修项目的维修顺序。The maintenance sequence of each maintenance item is determined according to the occupation of the maintenance resources required for each maintenance project.
可选的,所述维修预约请求包括所述故障信息,所述方法还包括:Optionally, the maintenance reservation request includes the fault information, and the method further includes:
根据所述故障信息、所述预约维修车辆的标识、以及所述目标维修时间生成维修工单。A maintenance work order is generated based on the failure information, the identification of the scheduled maintenance vehicle, and the target repair time.
第二方面,本申请实施例提供一种确定车辆维修方案的装置,包括:In a second aspect, an embodiment of the present application provides an apparatus for determining a vehicle maintenance solution, including:
第一接收单元,用于接收第一终端设备发送的目标故障信息;a first receiving unit, configured to receive target fault information sent by the first terminal device;
第一确定单元,用于将所述目标故障信息与维修资料数据库中的维修资料进行匹配,确定目标维修方案;a first determining unit, configured to match the target fault information with the maintenance data in the maintenance data database to determine a target maintenance plan;
其中,所述维修资料数据库中保存有历史故障信息与历史维修方案。The historical fault information and the historical maintenance plan are saved in the maintenance data database.
可选的,所述目标故障信息包括:Optionally, the target fault information includes:
故障现象信息,和/或,由诊断工具诊断确定的诊断报告。Symptom information, and/or diagnostic reports determined by diagnostic tool diagnostics.
可选的,所述装置还包括:Optionally, the device further includes:
第二接收单元,用于接收所述第一终端设备发送的与所述目标故障信息相关的目标音频和/或视频信息;a second receiving unit, configured to receive target audio and/or video information related to the target fault information that is sent by the first terminal device;
相应的,所述第一确定单元,具体用于:Correspondingly, the first determining unit is specifically configured to:
将所述标故障信息和所述目标音频和/或视频信息分别与所述维修资料数据库中的维修资料进行匹配,确定目标维修方案。The target fault information and the target audio and/or video information are respectively matched with the repair data in the maintenance data database to determine a target maintenance plan.
可选的,所述装置还包括:Optionally, the device further includes:
第一获取单元,用于获取待维修车辆的零件信息;a first acquiring unit, configured to acquire part information of the vehicle to be repaired;
第二确定单元,用于将所述零件信息与维修案例数据库中的维修案例进行匹配,确定所述待维修车辆的各个零件的故障概率;a second determining unit, configured to match the part information with a maintenance case in the maintenance case database, and determine a failure probability of each part of the to-be-maintained vehicle;
修正单元,用于根据所述各个零件的故障概率修正所述目标维修方案。a correction unit configured to correct the target maintenance plan according to a failure probability of the respective parts.
可选的,所述第一获取单元,具体用于:Optionally, the first acquiring unit is specifically configured to:
获取所述待维修车辆的标识;Obtaining an identifier of the vehicle to be repaired;
将所述待维修车辆的标识与车辆配置数据库进行匹配,获取所述待维修车辆的零件信息。Matching the identifier of the vehicle to be repaired with a vehicle configuration database to obtain part information of the vehicle to be repaired.
可选的,所述维修案例数据库中包含以下信息中的任意一种或多种:Optionally, the maintenance case database includes any one or more of the following information:
历史零件故障索赔更换记录数据、历史车辆维修数据、历史零件断点信息和历史车辆运行数据。Historical part failure claims replacement record data, historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
可选的,所述装置还包括:Optionally, the device further includes:
第三接收单元,用于接收所述第一终端设备发送的维修结果信息;a third receiving unit, configured to receive maintenance result information sent by the first terminal device;
第一发送单元,用于将所述维修结果信息发送给第二终端设备。The first sending unit is configured to send the maintenance result information to the second terminal device.
可选的,所述装置还包括:Optionally, the device further includes:
第二获取单元,用于获取车辆的当前运行数据;a second acquiring unit, configured to acquire current running data of the vehicle;
预测单元,用于利用所述当前运行数据,预测所述车辆发生故障的故障信息;a prediction unit, configured to predict, by using the current running data, fault information that the vehicle is faulty;
其中,所述故障信息包括以下任意一种或多种:The fault information includes any one or more of the following:
所述车辆发生故障的时间范围、所述车辆发生故障的零件以及所述发生故障的零件的故障类型。The time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
可选的,所述预测单元,具体用于:Optionally, the prediction unit is specifically configured to:
将所述当前运行数据作为故障预测模型的输入,预测出所述车辆发生故障的相关信息;Using the current running data as an input of a fault prediction model, and predicting information related to the vehicle failure;
其中,所述故障预测模型通过如下方式获得:The fault prediction model is obtained by:
获取历史运行数据;所述历史运行数据为包括车辆发生故障时的运行数据;Obtaining historical running data; the historical running data is including running data when the vehicle fails;
基于所述历史运行数据与该历史运行数据对应的故障信息进行训练,获得所述故障预测模型。The fault prediction model is obtained by training based on the historical running data and the fault information corresponding to the historical running data.
可选的,所述装置还包括:Optionally, the device further includes:
第二发送单元,用于将所述故障信息发送给所述第二终端设备和/或所述第一终端设备。a second sending unit, configured to send the fault information to the second terminal device and/or the first terminal device.
可选的,所述装置还包括:Optionally, the device further includes:
第四接收单元,用于接收第三终端设备发送的维修预约请求;a fourth receiving unit, configured to receive a maintenance reservation request sent by the third terminal device;
第三获取单元,用于获取预约车辆的目标信息;a third obtaining unit, configured to acquire target information of the reserved vehicle;
第三确定单元,用于根据所述目标信息确定目标维修中心,将所述目标维修中心的信息发送给所述第三终端设备;a third determining unit, configured to determine a target repair center according to the target information, and send information of the target repair center to the third terminal device;
所述预约车辆的目标信息包括:所述预约维修车辆的历史维修中心信息,和/或,所述预约维修车辆的位置信息。The target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
可选的,所述维修预约请求中携带参考维修时间;所述装置还包括:Optionally, the maintenance reservation request carries a reference repair time; the device further includes:
第四获取单元,用于获取目标维修中心在所述参考维修时间段内的维修资源占用情况;a fourth obtaining unit, configured to acquire a maintenance resource occupation situation of the target repair center during the reference maintenance period;
第四确定单元,用于结合所述参考维修时间和所述目标维修中心在所述参考维修时间段内的资源占用情况确定目标维修时间;并将所述目标维修时间发送给所述第三终端设备;a fourth determining unit, configured to determine a target maintenance time according to the reference maintenance time and resource occupation status of the target maintenance center in the reference maintenance time period; and send the target maintenance time to the third terminal device;
其中,所述维修资源包括以下任意一种或多种:Wherein, the maintenance resource includes any one or more of the following:
维修人员的数量、维修工具的数量、维修工位数量。The number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
可选的,若所述目标维修方案包括多个维修项目,则所述装置还包括:Optionally, if the target maintenance solution includes multiple maintenance items, the device further includes:
第五确定单元,用于根据各个维修项目所需维修资源的占用情况,确定各个维修项目的维修顺序。The fifth determining unit is configured to determine the maintenance sequence of each maintenance item according to the occupation status of the maintenance resources required for each maintenance item.
可选的,所述维修预约请求包括所述故障信息,所述装置还包括:Optionally, the maintenance reservation request includes the fault information, and the device further includes:
生成单元,用于根据所述故障信息、所述预约维修车辆的标识、以及所述目标维修时间生成维修工单。And a generating unit, configured to generate a maintenance work order according to the fault information, the identifier of the reserved maintenance vehicle, and the target repair time.
与现有技术相比,本申请实施例具有以下优点:Compared with the prior art, the embodiment of the present application has the following advantages:
本申请实施例提供的确定车辆维修方案的方法及装置,该方法包括:接收第一终端设备发送的目标故障信息;将所述目标故障信息与维修资料数据库中 的维修资料进行匹配,确定目标维修方案;其中,所述维修资料数据库中保存有历史故障信息与历史研究方案。由此可见,利用本申请实施例中提供的确定车辆维修方案的方法和装置,由于维修资料数据库中可以保存大量的历史故障信息与历史故障信息对应的历史研究方案,故而服务器可以利用该维修资料数据库准确的确定出目标维修方案。The method and device for determining a vehicle maintenance solution provided by an embodiment of the present application, the method includes: receiving target failure information sent by a first terminal device; matching the target fault information with maintenance data in a maintenance data database to determine target maintenance The program includes a historical fault information and a historical research plan in the maintenance data database. It can be seen that, by using the method and device for determining a vehicle maintenance solution provided in the embodiment of the present application, since the maintenance data database can store a large number of historical research plans corresponding to historical fault information and historical fault information, the server can utilize the maintenance data. The database accurately determines the target maintenance plan.
附图说明DRAWINGS
通过阅读下文优选实施方式的详细描述,各种其他的优点和益处对于本领域普通技术人员将变得清楚明了。附图仅用于示出优选实施方式的目的,而并不认为是对本发明的限制。而且在整个附图中,用相同的参考符号表示相同的部件。在附图中:Various other advantages and benefits will become apparent to those skilled in the art from a The drawings are only for the purpose of illustrating the preferred embodiments and are not to be construed as limiting. Throughout the drawings, the same reference numerals are used to refer to the same parts. In the drawing:
图1为本申请实施例提供的一种应用场景示意图;FIG. 1 is a schematic diagram of an application scenario provided by an embodiment of the present application;
图2为本申请实施例提供的确定车辆维修方案的方法的流程示意图;2 is a schematic flowchart of a method for determining a vehicle maintenance solution according to an embodiment of the present application;
图3为本申请实施例提供的一种修正所述目标维修方案的流程示意图;3 is a schematic flowchart of modifying a target maintenance solution according to an embodiment of the present application;
图4为本申请实施例提供的预测车辆发生故障的故障信息的方法的流程示意图;4 is a schematic flowchart of a method for predicting fault information of a vehicle fault according to an embodiment of the present application;
图5为本申请实施例提供的为预约维修车辆推荐目标维修中心的方法的流程示意图;FIG. 5 is a schematic flowchart of a method for recommending a target repair center for an appointment maintenance vehicle according to an embodiment of the present application; FIG.
图6为本申请实施例提供的一种确定车辆维修方案的方法流程图;FIG. 6 is a flowchart of a method for determining a vehicle maintenance solution according to an embodiment of the present application;
图7为本申请实施例中一种确定车辆维修方案的装置的结构示意图。FIG. 7 is a schematic structural diagram of an apparatus for determining a vehicle maintenance scheme according to an embodiment of the present application.
具体实施方式Detailed ways
下面将参照附图更详细地描述本公开的示例性实施例。虽然附图中显示了本公开的示例性实施例,然而应当理解,可以以各种形式实现本公开而不应被这里阐述的实施例所限制。相反,提供这些实施例是为了能够更透彻地理解本公开,并且能够将本公开的范围完整的传达给本领域的技术人员。Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While the embodiments of the present invention have been shown in the drawings, the embodiments Rather, these embodiments are provided so that this disclosure will be more fully understood and the scope of the disclosure will be fully disclosed.
本申请的发明人经过研究发现,车辆在使用的过程中不可避免的会出现故障。车辆发生故障时,一般可以去维修中心进行维修。但是,随着车辆技术的 发展,在车辆上应用的新技术越来越多。一方面,维修中心的维修人员对这些新技术的了解程度可能并不高;另一方面,维修人员的维修水平可能有限,从而导致维修人员可能并不能准确的定位出车辆的故障原因,从而给出相应的维修方案。The inventors of the present application have found through research that a vehicle may inevitably fail during use. When the vehicle fails, you can usually go to the repair center for repair. However, with the development of vehicle technology, more and more new technologies are applied to vehicles. On the one hand, the maintenance personnel of the repair center may not have a high level of understanding of these new technologies; on the other hand, the maintenance level of the maintenance personnel may be limited, which may result in the maintenance personnel not being able to accurately locate the cause of the failure of the vehicle. A corresponding maintenance plan is available.
鉴于此,本申请实施例提供一种确定车辆维修方案的方法及装置,该方法包括:接收第一终端设备发送的目标故障信息;将所述目标故障信息与维修资料数据库中的维修资料进行匹配,确定目标维修方案;其中,所述维修资料数据库中保存有历史故障信息与历史研究方案。由此可见,利用本申请实施例中提供的确定车辆维修方案的方法和装置,由于维修资料数据库中可以保存大量的历史故障信息与历史故障信息对应的历史研究方案,故而服务器可以利用该维修资料数据库准确的确定出目标维修方案。In view of this, embodiments of the present application provide a method and apparatus for determining a vehicle maintenance solution, the method comprising: receiving target failure information sent by a first terminal device; and matching the target fault information with maintenance data in a maintenance data database Determining a target maintenance plan; wherein the maintenance information database stores historical failure information and a historical research plan. It can be seen that, by using the method and device for determining a vehicle maintenance solution provided in the embodiment of the present application, since the maintenance data database can store a large number of historical research plans corresponding to historical fault information and historical fault information, the server can utilize the maintenance data. The database accurately determines the target maintenance plan.
为方便理解,首先对本申请实施例的应用场景进行介绍。For the sake of understanding, the application scenario of the embodiment of the present application is first introduced.
参见图1,该图为本申请实施例提供的一种应用场景示意图。FIG. 1 is a schematic diagram of an application scenario provided by an embodiment of the present application.
其中,第一终端设备110为维修中心端终端设备,例如,第一终端设备110可以为智能手机、平板电脑等移动终端,又如,第一终端设备110可以为台式计算机等终端设备。The first terminal device 110 may be a mobile terminal terminal device, for example, the first terminal device 110 may be a mobile terminal such as a smart phone or a tablet computer. For example, the first terminal device 110 may be a terminal device such as a desktop computer.
第一终端设备110可以通过网络与服务器130进行交互。具体地,维修人员可以通过第一终端设备110向服务器130发送目标故障信息,以便服务器130根据该目标故障信息确定目标维修方案,并将该目标维修方案发送给第一终端设备110,以便于维修人员根据该目标维修方案对车辆进行维修。The first terminal device 110 can interact with the server 130 over a network. Specifically, the maintenance personnel may send the target fault information to the server 130 through the first terminal device 110, so that the server 130 determines the target maintenance plan according to the target fault information, and sends the target maintenance solution to the first terminal device 110 for maintenance. The personnel are repaired according to the target maintenance program.
第二终端设备120为用户端终端设备,例如,第二终端设备120可以为智能手机、平板电脑等移动终端;又如,第二终端设备120可以为车载电脑。The second terminal device 120 is a mobile terminal device. For example, the second terminal device 120 may be a mobile terminal such as a smart phone or a tablet computer. For example, the second terminal device 120 may be an on-board computer.
第二终端设备110可以通过网路与服务器130进行交互。具体地,服务器130可以利用第二终端设备110获取车辆的当前运行数据,并预测车辆发生故障的故障信息,将故障信息发送给第二终端设备120,以提示用户车辆可能发 生的故障。服务器130还可以接收第二终端设备120发送的维修预约请求,获取待维修车辆的目标信息,并将目标维修中心发送给第二终端设备120,从而为用户推荐目标维修中心。The second terminal device 110 can interact with the server 130 over the network. Specifically, the server 130 may acquire the current running data of the vehicle by using the second terminal device 110, and predict the fault information of the vehicle failure, and send the fault information to the second terminal device 120 to prompt the user that the vehicle may be faulty. The server 130 may further receive a maintenance reservation request sent by the second terminal device 120, acquire target information of the vehicle to be repaired, and send the target repair center to the second terminal device 120, thereby recommending the target repair center for the user.
下面结合附图,详细说明本申请的各种非限制性实施方式。Various non-limiting embodiments of the present application are described in detail below with reference to the accompanying drawings.
示例性方法Exemplary method
参见图2,该图为本申请实施例提供的确定车辆维修方案的方法的流程示意图。Referring to FIG. 2 , it is a schematic flowchart of a method for determining a vehicle maintenance solution according to an embodiment of the present application.
本申请实施例提供的确定车辆维修方案的方法,可以应用于服务器,本申请实施例不具体限定所述服务器。The method for determining a vehicle maintenance solution provided by the embodiment of the present application may be applied to a server. The embodiment of the present application does not specifically limit the server.
本申请实施例提供的确定车辆维修方案的方法,例如可以通过以下步骤S201-S202实现。The method for determining a vehicle maintenance solution provided by the embodiment of the present application can be implemented, for example, by the following steps S201-S202.
S201:接收第一终端设备发送的目标故障信息。S201: Receive target fault information sent by the first terminal device.
如前文所述,第一终端设备为维修中心端终端设备。As described above, the first terminal device is a maintenance center terminal device.
本申请实施例提及的目标故障信息,是指与待维修车辆的故障可能相关的信息。The target failure information mentioned in the embodiment of the present application refers to information that may be related to the failure of the vehicle to be repaired.
本申请实施例不具体限定所述目标故障信息,作为一种示例,所述目标故障信息可以包括:故障现象信息,和/或,由诊断工具诊断确定的诊断报告。The target fault information is not specifically limited in the embodiment of the present application. As an example, the target fault information may include: fault phenomenon information, and/or a diagnostic report determined by a diagnostic tool diagnosis.
其中,故障现象信息是指待维修车辆的异常现象信息,例如可以包括:发动机发出异常响声,车灯异常闪烁等。所述故障现象信息可以是用户向维修人员口头描述的信息,也可以是维修人员检查待维修车辆时发现的信息。The fault phenomenon information refers to the abnormal phenomenon information of the vehicle to be repaired, and may include, for example, an abnormal sound of the engine, an abnormal flashing of the vehicle lamp, and the like. The fault phenomenon information may be information that the user verbally describes to the maintenance personnel, or may be information discovered by the maintenance personnel when checking the vehicle to be repaired.
可以理解的是,对于车辆故障现象的描述,仅通过观察或者简单的检查往往不能完全体现待维修车辆的故障,还可以利用诊断工具读取待维修车辆上各个模块的故障信息,生成诊断报告。It can be understood that, for the description of the vehicle fault phenomenon, the fault of the vehicle to be repaired is often not fully reflected by observation or simple inspection, and the fault information of each module on the vehicle to be repaired can also be read by using the diagnostic tool to generate a diagnosis report.
S202:将所述目标故障信息与维修资料数据库中的维修资料进行匹配,确定目标维修方案。其中,所述维修资料数据库中保存有历史故障信息与历史维修方案。S202: Match the target fault information with the maintenance data in the maintenance data database to determine a target maintenance plan. The historical fault information and the historical maintenance plan are saved in the maintenance data database.
需要说明的是,本申请实施例中提及的维修资料数据库,可以保存大量历史故障信息与历史维修方案。具体地,历史维修方案中可以包含零件拆装手册、原理手册、故障诊断代码(Diagnostic Trouble Code,DTC)手册,电路图以及接插件等信息。还可以包含其它信息,本申请实施例不做具体限定。It should be noted that the maintenance data database mentioned in the embodiment of the present application can store a large amount of historical fault information and a historical maintenance plan. Specifically, the historical maintenance plan may include a parts disassembly manual, a principle manual, a Diagnostic Trouble Code (DTC) manual, a circuit diagram, and a connector. Other information may be included, which is not specifically limited in the embodiment of the present application.
可以理解的是,所述维修资料数据库中保存有大量的历史故障信息与历史故障信息对应的历史研究方案,因此,可以将目标故障信息与所述维修资料数据库中的历史故障信息进行匹配,若所述目标故障信息与某一历史故障信息匹配成功,则可以将该历史故障信息对应的历史维修方案作为目标维修方案。It can be understood that the maintenance data database stores a historical research plan corresponding to a large amount of historical fault information and historical fault information. Therefore, the target fault information can be matched with the historical fault information in the maintenance data database. If the target fault information is successfully matched with a certain historical fault information, the historical maintenance scheme corresponding to the historical fault information may be used as the target maintenance scheme.
需要说明的是,在本申请实施例中,所述目标维修方案例如可以包括:维修项目、维修时间、维修人员级别、维修工具、维修工位等内容。例如,所述目标维修方案可以如下表1所示。It should be noted that, in the embodiment of the present application, the target maintenance solution may include, for example, a maintenance item, a repair time, a maintenance personnel level, a maintenance tool, a maintenance station, and the like. For example, the target maintenance plan can be as shown in Table 1 below.
表1Table 1
Figure PCTCN2018091902-appb-000001
Figure PCTCN2018091902-appb-000001
所述服务器还可以将与所述目标维修方案相关的操作视频和/或操作音频发送个第一终端设备,以辅助维修人员进行维修。The server may also transmit operational video and/or operational audio associated with the target maintenance plan to the first terminal device to assist the maintenance personnel in performing the repair.
由此可见,利用本申请实施例中提供的确定车辆维修方案的方法和装置, 由于维修资料数据库中可以保存大量的历史故障信息与历史故障信息对应的历史研究方案,故而服务器可以利用该维修资料数据库准确的确定出目标维修方案。It can be seen that, by using the method and device for determining a vehicle maintenance solution provided in the embodiment of the present application, since the maintenance data database can store a large number of historical research plans corresponding to historical fault information and historical fault information, the server can utilize the maintenance data. The database accurately determines the target maintenance plan.
考虑到实际应用中,利用所述目标故障信息可能并不能很好的体现所述待维修车辆当前的状态,因此,为了更好的体现所述待维修车辆当前的状态,从而使得所确定的目标维修方案更加准确。在本申请实施例的一种可能的实现状态中,所述服务器还可以结合所述第一终端设备发送的与所述目标故障信息相关的音频和/或视频信息,将所述标故障信息和所述音频和/或视频信息分别与所述维修资料数据库中的维修资料进行匹配,确定目标维修方案。Considering the actual application, the utilization of the target fault information may not well reflect the current state of the vehicle to be repaired, and therefore, in order to better reflect the current state of the vehicle to be repaired, thereby making the determined target The maintenance plan is more accurate. In a possible implementation state of the embodiment of the present application, the server may further combine the audio and/or video information related to the target fault information sent by the first terminal device, and the target fault information and The audio and/or video information is respectively matched with the maintenance data in the maintenance data database to determine a target maintenance plan.
需要说明的是,维修人员可以现场录制所述待维修车辆的音频和/或视频信息,将所述音频和/或视频信息通过第一终端设备发送给所述服务器。It should be noted that the maintenance personnel can record the audio and/or video information of the vehicle to be repaired on site, and send the audio and/or video information to the server through the first terminal device.
可以理解的是,所述维修资料数据库中的历史故障信息中可以包含历史音频和/或视频信息,因此,服务器接收到所述目标音频和/或视频信息之后,可以将所述标故障信息和所述目标音频和/或视频信息分别与所述维修资料数据库中的维修资料进行匹配,确定目标维修方案。It can be understood that historical audio information and/or video information may be included in the historical fault information in the maintenance data database. Therefore, after receiving the target audio and/or video information, the server may The target audio and/or video information is respectively matched with the maintenance data in the maintenance data database to determine a target maintenance plan.
需要说明的是,为了进一步提高所述目标维修方案的准确性,在本申请实施例的一种可能的实现方式中,所述确定车辆维修方案的方法,还可以包括如下步骤S301-S303。It should be noted that, in order to further improve the accuracy of the target maintenance solution, in a possible implementation manner of the embodiment of the present application, the method for determining a vehicle maintenance solution may further include the following steps S301-S303.
S301:获取待维修车辆的零件信息。S301: Obtain part information of the vehicle to be repaired.
需要说明的是,本申请实施例中提及的待维修车辆的零件信息,可以为该待维修车辆的所包含的所有零件的零件信息,也可以包含所述目标维修方案中包含的零件的零件信息。本申请实施例不做具体限定。It should be noted that the part information of the vehicle to be repaired mentioned in the embodiment of the present application may be part information of all parts included in the vehicle to be repaired, and may also include parts of the parts included in the target maintenance plan. information. The embodiment of the present application is not specifically limited.
具体地,当所述零件信息为所述目标维修方案中包含的零件的零件信息时,所述服务器可以从所述目标维修方案中提取所述零件信息。Specifically, when the part information is part information of a part included in the target maintenance plan, the server may extract the part information from the target maintenance plan.
当所述零件信息为该待维修车辆的所包含的所有零件的零件信息时,可以利用如下步骤A-B获取所述待维修车辆的零件信息。When the part information is the part information of all the parts included in the vehicle to be repaired, the part information of the to-be-maintained vehicle may be acquired by using the following steps A-B.
步骤A:获取所述待维修车辆的标识;Step A: obtaining an identifier of the vehicle to be repaired;
需要说明的是,每一个车辆都具有一个唯一的标识,所述待维修车辆的标识用于唯一标识所述待维修车辆。It should be noted that each vehicle has a unique identifier, and the identifier of the vehicle to be repaired is used to uniquely identify the vehicle to be repaired.
需要说明的是,本申请实施例不具体限定所述待维修车辆的标识,作为一种示例,所述待维修车辆的标识可以为待维修车辆的特征码,作为又一种示例,所述待维修车辆的标识可以为待维修车辆的车辆识别码(Vehicle Identification Number,VIN)。It should be noted that the embodiment of the present application does not specifically limit the identifier of the vehicle to be repaired. As an example, the identifier of the vehicle to be repaired may be a feature code of the vehicle to be repaired. As another example, the The identification of the maintenance vehicle may be a Vehicle Identification Number (VIN) of the vehicle to be repaired.
本申请实施例不具体限定获取所述待维修车辆的标识的具体实现方式,作为一种示例,所述目标故障信息中可以包含所述待维修车辆的标识,故而所述服务器可以从所述目标故障信息中提取所述待维修车辆的标识。The embodiment of the present application does not specifically limit the specific implementation manner of obtaining the identifier of the vehicle to be repaired. As an example, the target fault information may include the identifier of the vehicle to be repaired, so the server may be from the target. The identification of the vehicle to be repaired is extracted from the fault information.
步骤B:将所述待维修车辆的标识与车辆配置数据库进行匹配,获取所述待维修车辆的零件信息。Step B: Matching the identifier of the vehicle to be repaired with a vehicle configuration database to obtain part information of the vehicle to be repaired.
需要说明的是,所述车辆配置数据库中可以存储有大量的车辆标识与该车辆标识对应的配置信息,该配置信息可以包含零件信息。It should be noted that a plurality of vehicle identifiers may be stored in the vehicle configuration database with configuration information corresponding to the vehicle identifier, and the configuration information may include part information.
因此,确定所述待维修车辆的标识之后,可以利用所述车辆配置数据库确定所述待维修车辆的零件信息。Therefore, after determining the identification of the vehicle to be repaired, the vehicle configuration database may be used to determine part information of the vehicle to be repaired.
S302:将所述零件信息与维修案例数据库中的维修案例进行匹配,确定所述待维修车辆的各个零件的故障概率。S302: Match the part information with a maintenance case in the maintenance case database to determine a failure probability of each part of the to-be-maintained vehicle.
S303:根据所述各个零件的故障概率修正所述目标维修方案。S303: Correct the target maintenance plan according to the failure probability of each component.
关于S302-S303,需要说明的是,所述维修案例数据库中包含众多历史维修案例,所述历史维修案例中可以包含故障零件等信息。Regarding S302-S303, it should be noted that the maintenance case database includes a plurality of historical maintenance cases, and the historical maintenance case may include information such as fault parts.
具体地,所述维修案例数据库可以包含以下信息中的任意一种或多种:Specifically, the maintenance case database may include any one or more of the following information:
历史零件故障索赔更换记录数据、历史车辆维修数据、历史零件断点信息和历史车辆运行数据。Historical part failure claims replacement record data, historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
其中,历史车辆维修数据可以包含维修的具体数据,具体包括维修项目、维修工具、维修时间、维修地点、维修人员等级等等信息中的任意一种或者多 种。The historical vehicle maintenance data may include specific data of the maintenance, and specifically includes any one or more of maintenance items, maintenance tools, maintenance time, maintenance location, maintenance personnel level, and the like.
其中,历史零件断点信息是指,对零件进行优化的时间信息。Among them, the historical part breakpoint information refers to the time information for optimizing the part.
因此,结合维修案例数据库,就可以确定出待维修车辆的各个零件的故障概率。从而根据各个零件的故障概率修正所述目标维修方案。Therefore, in conjunction with the maintenance case database, it is possible to determine the probability of failure of each part of the vehicle to be repaired. Thereby the target maintenance plan is corrected according to the failure probability of each part.
本申请实施例不具体限定利用所述各个零件的故障概率修正所述目标维修方案的具体实现方式,作为一种示例,可以根据各个零件的故障概率由高到低进行排序,确定维修顺序,故障概率高的零件对应的维修顺序靠前。The embodiment of the present application does not specifically limit the specific implementation manner of the target maintenance scheme by using the failure probability of the respective parts. As an example, the failure probability of each component may be sorted from high to low to determine the maintenance sequence. Parts with high probability correspond to the maintenance sequence.
需要说明的是,若根据所述目标维修信息进行维修之后,依然没有解决故障,对于这种情况,维修人员可以将维修过程中的维修数据通过第一终端设备发送给服务器,以便服务器根据所述维修过程中的维修数据进一步确定新的目标维修方案。It should be noted that, after the repair is performed according to the target maintenance information, the fault is still not solved. For this case, the maintenance personnel may send the repair data in the repair process to the server through the first terminal device, so that the server according to the The repair data during the repair process further identifies the new target repair plan.
需要说明的是,在本申请实施例中,当待维修车辆维修结束之后,可以将所述待维修车辆的维修数据存储至所述维修案例数据库中,将所述目标故障信息以及所述目标维修方案存储值所述维修资料数据库中。It should be noted that, in the embodiment of the present application, after the maintenance of the vehicle to be repaired is completed, the maintenance data of the to-be-maintained vehicle may be stored in the maintenance case database, and the target failure information and the target maintenance may be performed. The program stores values in the maintenance data database.
可以理解的是,在实际应用中,用户可能希望了解维修进度,因此,在本申请实施例的一种可能的实现方式中,服务器还可以接收第一终端设备发送的维修结果信息,将所述维修结果信息发送给第二终端设备。It is to be understood that in a practical application, the user may wish to know the maintenance progress. Therefore, in a possible implementation manner of the embodiment of the present application, the server may further receive the service result information sent by the first terminal device, where The maintenance result information is sent to the second terminal device.
如前文所述,第二终端设备为用户端终端设备,此处不再赘述。As described above, the second terminal device is a client terminal device, and details are not described herein again.
可以理解的是,在本申请实施例中,维修人员完成一个维修项目时,就可以将维修结果通过第一终端设备发送给服务器,以便服务器将该维修结果发送给所述第二终端设备,从而使得用户可以实时了解维修进度,提升用户体验。It can be understood that, in the embodiment of the present application, when the maintenance personnel completes a maintenance project, the maintenance result may be sent to the server through the first terminal device, so that the server sends the maintenance result to the second terminal device, thereby This allows users to understand the progress of the repair in real time and enhance the user experience.
可以理解的是,在实际应用中,车辆很有可能在行驶过程中发生故障,给用户出行带来不便。Understandably, in practical applications, the vehicle is likely to malfunction during driving, which brings inconvenience to the user.
因此,在本申请实施例的一种可能的实现方式中,还可以预测出车辆发生故障的故障信息,以便于提醒用户车辆可能发生故障,从而使得用户提前做好维修准备。Therefore, in a possible implementation manner of the embodiment of the present application, the fault information of the vehicle failure may also be predicted, so as to remind the user that the vehicle may be faulty, so that the user prepares for maintenance in advance.
参见图4,该图为本申请实施例提供的预测车辆发生故障的故障信息的方法的流程示意图。Referring to FIG. 4 , it is a schematic flowchart of a method for predicting fault information of a vehicle fault according to an embodiment of the present application.
所述预测车辆发生故障的故障信息的方法,例如可以通过如下步骤S401-S402实现。The method of predicting failure information of a vehicle failure may be implemented, for example, by the following steps S401-S402.
S401:获取车辆的当前运行数据。S401: Acquire current running data of the vehicle.
需要说明的是,本申请实施例不具体限定获取车辆的当前运行数据的具体实现方式。作为一种示例,所述车辆上的车载监控装置可以将监测到的当前运行数据发送给服务器。It should be noted that the specific implementation manner of acquiring current running data of the vehicle is not specifically limited in the embodiment of the present application. As an example, the onboard monitoring device on the vehicle can transmit the monitored current operational data to the server.
S402:利用所述当前运行数据,预测所述车辆发生故障的故障信息。S402: Using the current running data, predicting fault information that the vehicle is faulty.
需要说明的是,本申请实施例中提及的故障信息可以包含以下任意一种或多种:It should be noted that the fault information mentioned in the embodiment of the present application may include any one or more of the following:
所述车辆发生故障的时间范围、所述车辆发生故障的零件以及所述发生故障的零件的故障类型。The time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
所述车辆发生故障的时间范围,例如可以包括未来7天至9天。The time range in which the vehicle fails may include, for example, the next 7 days to 9 days.
所述车辆发生故障的零件,例如可以包括发动机,又如可以包括蓄电池。The part in which the vehicle has failed may, for example, include an engine, and may include, for example, a battery.
相应的,所述发生故障的零件的故障类型例如可以包括发动机发出异常响声、又如可以包括蓄电池失效,导致车辆无法启动。Correspondingly, the fault type of the faulty component may include, for example, an abnormal sound from the engine, and may include a battery failure, such that the vehicle fails to start.
可以理解的是,车辆发生故障的故障信息与车辆的当前的运行数据有一定的关系,因此,可以利用当前运行数据,预测所述车辆发生故障的故障信息。It can be understood that the fault information of the vehicle failure has a certain relationship with the current running data of the vehicle. Therefore, the current operating data can be utilized to predict the fault information of the vehicle that is faulty.
本申请实施例不具体限定步骤S402的具体实现方式,作为一种示例,步骤S402在具体实现时,可以将所述当前运行数据作为故障预测模型的输入,预测出所述车辆发生故障的相关信息。The specific implementation of the step S402 is not specifically limited in the embodiment of the present application. As an example, in the specific implementation, the current running data may be used as an input of a fault prediction model to predict information about a fault of the vehicle. .
其中,所述故障预测模型可以通过如下步骤C-D获得:The fault prediction model can be obtained by the following steps C-D:
步骤C:获取历史运行数据;所述历史运行数据为包括车辆发生故障时的运行数据。Step C: Acquire historical running data; the historical running data includes running data when the vehicle fails.
如前文所述,所述维修案例数据库中可以包含历史车辆运行数据,因此, 可以从所述维修案例数据库中获取所述历史运行数据。As described above, the historical vehicle operating data may be included in the maintenance case database, and thus the historical operational data may be obtained from the maintenance case database.
步骤D:基于所述历史运行数据与该历史运行数据对应的故障信息进行训练,获得所述故障预测模型。Step D: Training based on the historical running data and the fault information corresponding to the historical running data to obtain the fault prediction model.
可以理解的是,基于所述历史运行数据与该历史运行数据对应的故障信息进行训练之后,可以确定所述故障预测模型的参数,从而获得所述故障预测模型。It can be understood that, after the historical running data is trained according to the fault information corresponding to the historical running data, the parameters of the fault prediction model may be determined, thereby obtaining the fault prediction model.
需要说明的是,在本申请实施例的一种可能的实现方式中,所述故障预测模型可以包含多个子模型,各个子模型对应一个或多个零件。例如,所述故障预测模型包括发动机故障预测子模型、蓄电池故障预测子模型等等。It should be noted that, in a possible implementation manner of the embodiment of the present application, the fault prediction model may include multiple sub-models, and each sub-model corresponds to one or more parts. For example, the failure prediction model includes an engine failure prediction submodel, a battery failure prediction submodel, and the like.
在本申请实施例的一种可能的实现方式中,服务器预测出所述故障信息之后,可以将所述故障信息发送给第一终端设备和/或第二终端设备。可以理解的是,将所述故障信息发送给第一终端设备,可以提示维修人员做好维修准备。发送给第二终端设备,可以提示用户车辆可能发生的故障,从而使得用户可以提前安排车辆维修。In a possible implementation manner of the embodiment of the present application, after the server predicts the fault information, the fault information may be sent to the first terminal device and/or the second terminal device. It can be understood that sending the fault information to the first terminal device may prompt the maintenance personnel to prepare for maintenance. Sending to the second terminal device can prompt the user for a possible malfunction of the vehicle, so that the user can arrange the vehicle maintenance in advance.
需要说明的是,在本申请实施例的一种可能的实现方式中,确定所述车辆发生故障的零件之后,服务器可以从所述历史维修案例数据库中查询与所述车辆发生故障的零件对应的零件断点信息,若并未查询到所述车辆发生故障的零件对应的零件断点信息,则说明所述车辆发生故障的零件很有可能会发生故障。因此,服务器可以生成相应的告警信息,将该告警信息发送给车辆制造厂端的终端设备,用于提示车辆制造厂的相关人员监控该零件。It should be noted that, in a possible implementation manner of the embodiment of the present application, after determining the part in which the vehicle is faulty, the server may query, from the historical maintenance case database, a part corresponding to the part in which the vehicle is faulty. If the part breakpoint information does not query the part breakpoint information corresponding to the part in which the vehicle has failed, it indicates that the part in which the vehicle has failed is likely to malfunction. Therefore, the server can generate corresponding alarm information, and send the alarm information to the terminal device of the vehicle manufacturer to remind the relevant personnel of the vehicle manufacturer to monitor the part.
需要说明的是,第一终端设备接收到服务器发送的故障信息和/或告警信息之后,可以预约维修中心对车辆进行维修,在以下实施例中将预约维修的车辆称为预约维修车辆。It should be noted that after receiving the fault information and/or the alarm information sent by the server, the first terminal device may reserve the repair center to perform maintenance on the vehicle. In the following embodiments, the vehicle scheduled to be repaired is referred to as an appointment maintenance vehicle.
鉴于此,在本申请实施例中,所述服务器还可以为预约维修车辆推荐目标维修中心。In view of this, in the embodiment of the present application, the server may also recommend a target repair center for the scheduled maintenance vehicle.
参见图5,该图为本申请实施例提供的为预约维修车辆推荐目标维修中心 的方法的流程示意图。Referring to FIG. 5, it is a schematic flowchart of a method for recommending a target repair center for an appointment maintenance vehicle according to an embodiment of the present application.
本申请实施例提供的为预约维修车辆推荐目标维修中心的方法的流程示意图。A schematic flowchart of a method for recommending a target repair center for an appointment maintenance vehicle is provided in the embodiment of the present application.
本申请实施例提供的为预约维修车辆推荐目标维修中心的方法,例如可以通过如下步骤S501-S503实现。The method for recommending a target repair center for an appointment maintenance vehicle provided by the embodiment of the present application can be implemented, for example, by the following steps S501-S503.
S501:接收第三终端设备发送的维修预约请求。S501: Receive a maintenance reservation request sent by the third terminal device.
需要说明的是,本申请实施例中提及的第三终端设备为用户端终端设备,与所述第二终端设备类似,所述第三终端设备可以为智能手机、平板电脑等移动终端;又如,第三终端设备可以为车载电脑。It should be noted that the third terminal device mentioned in the embodiment of the present application is a user terminal device, which is similar to the second terminal device, and the third terminal device may be a mobile terminal such as a smart phone or a tablet computer; For example, the third terminal device can be an onboard computer.
需要说明的是,所述第二终端设备和第三终端设备可以为同一个终端设备,也可以为不同的终端设备。例如,用户利用车载电脑接收服务器发送的故障信息和/或告警信息,然后用平板电脑进行维修预约。又如,用户利用平板电脑接收服务器发送的故障信息和/或告警信息,然后用该平板电脑进行维修预约。It should be noted that the second terminal device and the third terminal device may be the same terminal device or different terminal devices. For example, the user uses the onboard computer to receive the fault information and/or alarm information sent by the server, and then uses the tablet computer to make a maintenance appointment. For another example, the user uses the tablet to receive the fault information and/or alarm information sent by the server, and then uses the tablet to make a maintenance appointment.
本申请实施例不具体限定所述维修预约请求的具体内容。第三终端设备发送所述维修预约请求,例如可以是在所述第三终端设备的某一交互界面上点击了某一个按钮。The specific content of the maintenance reservation request is not specifically limited in the embodiment of the present application. The third terminal device sends the maintenance reservation request, for example, a button may be clicked on a certain interaction interface of the third terminal device.
S502:获取预约车辆的目标信息。S502: Acquire target information of the reserved vehicle.
需要说明的是,所述预约车辆的目标信息包括:所述预约维修车辆的历史维修中心信息,和/或,所述预约维修车辆的位置信息。It should be noted that the target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
本申请实施例不具体限定获取所述预约车辆的目标信息的具体方式,作为一种示例,可以从所述维修案例数据库中查询所述预约车辆的目标信息。The embodiment of the present application does not specifically limit the specific manner of obtaining the target information of the reserved vehicle. As an example, the target information of the reserved vehicle may be queried from the maintenance case database.
S503:根据所述目标信息确定目标维修中心,将所述目标维修中心的信息发送给所述第三终端设备。S503: Determine a target repair center according to the target information, and send information of the target repair center to the third terminal device.
考虑到历史维修中心可能是用户比较熟悉的维修中心,因此,用户更可能倾向于去所述历史维修中心维修车辆。另外,到达维修中心的距离也是用户考 虑的另外一个因素。因此,可以根据所述目标信息确定目标维修中心。Considering that a historical repair center may be a familiar repair center, users are more likely to prefer to go to the historical repair center to repair the vehicle. In addition, the distance to the repair center is another factor that the user considers. Therefore, the target repair center can be determined based on the target information.
步骤S503在具体实现时,可以结合用户的历史维修中心信息,以及所述预约维修车辆的位置与历史维修中心的距离,确定目标维修中心。作为一种示例,可以选择所述用户维修车辆次数大于第一阈值,且与所述预约维修车辆之间的距离大于第二阈值的历史维修中心,作为目标维修中心。In step S503, in combination with the historical maintenance center information of the user, and the distance between the location of the scheduled maintenance vehicle and the historical maintenance center, the target maintenance center may be determined. As an example, a historical service center in which the number of times the user repairs the vehicle is greater than a first threshold and the distance from the reserved service vehicle is greater than a second threshold may be selected as the target service center.
如前文所述,本申请实施例不具体限定所述维修预约请求的具体内容。在本申请实施例的一种可能的实现方式中,所述维修预约请求中携带参考维修时间。其中,所述参考维修时间可以理解为用户的空闲时间,即用户可以在所述参考维修时间将预约维修车辆送至目标维修中心维修。As described above, the embodiment of the present application does not specifically limit the specific content of the maintenance reservation request. In a possible implementation manner of the embodiment of the present application, the maintenance reservation request carries a reference repair time. The reference repair time can be understood as the user's idle time, that is, the user can send the scheduled maintenance vehicle to the target repair center for repair at the reference repair time.
需要说明的是,所述参考维修时间可以包括若干个时间,例如,参考维修时间可以为2018-05-03上午9:00至下午5:00以及2018-05-04上午9:00至下午4:00。It should be noted that the reference repair time may include several times. For example, the reference repair time may be 2018-05-03 9:00 am to 5:00 pm and 2018-05-04 9:00 am to 4 pm :00.
考虑到目标维修中心的维修资源有限,因此,服务器在接收到所述维修预约请求之后,要进一步确定在所述参考维修时间范围内,所述目标维修中心是否有足够的维修资源对所述预约维修车辆进行维修。Considering that the maintenance service of the target service center is limited, after receiving the service reservation request, the server further determines whether the target service center has sufficient maintenance resources for the reservation within the reference repair time range. Repair the vehicle for repair.
鉴于此,所述方法还可以包括如下步骤E-F。In view of this, the method may further include the following steps E-F.
步骤E:获取目标维修中心在所述参考维修时间段内的维修资源占用情况。Step E: Obtain the occupational resource occupation of the target repair center during the reference maintenance period.
需要说明的是,目标维修中心可以将其资源占用情况发送给服务器。因此,服务器可以获取到目标维修中心在所述参考维修时间段内的维修资源占用情况。It should be noted that the target repair center can send its resource occupancy to the server. Therefore, the server can obtain the maintenance resource occupancy of the target repair center during the reference maintenance period.
步骤F:结合所述参考维修时间和所述目标维修中心在所述参考维修时间段内的资源占用情况确定目标维修时间;并将所述目标维修时间发送给所述第三终端设备。Step F: determining a target maintenance time according to the reference maintenance time and the resource occupation status of the target maintenance center in the reference maintenance time period; and transmitting the target maintenance time to the third terminal device.
其中,所述维修资源包括以下任意一种或多种:Wherein, the maintenance resource includes any one or more of the following:
维修人员的数量、维修工具的数量、维修工位数量。The number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
若所述目标维修中在第一时间段内,有足够的维修资源对所述预约维修车辆进行维修,则将所述第一时间段作为目标维修时间。其中,所述第一时间段可以为所述预约维修时间内的某一时间段。If the target maintenance is in the first time period and there is sufficient maintenance resources to repair the scheduled maintenance vehicle, the first time period is taken as the target maintenance time. The first time period may be a certain time period of the scheduled maintenance time.
可以理解的是,采用本申请实施例提供的方法,由于所述目标维修时间时根据目标维修中心的资源占用情况确定的,因此,可以保证所述预约维修车辆在所述目标维修时间段内被维修。避免预约维修车辆在目标维修中心进行维修时,由于维修资源受限而导致的用户排队的问题,提升了用户体验。It can be understood that, by using the method provided by the embodiment of the present application, since the target maintenance time is determined according to the resource occupation condition of the target maintenance center, it can be ensured that the scheduled maintenance vehicle is in the target maintenance time period. service. Avoiding the problem of user queuing caused by limited maintenance resources when the maintenance vehicle is scheduled to be repaired at the target service center improves the user experience.
在本申请实施例的一种可能的实现方式中,若所述目标维修方案包括多个维修项目,还可以根据各个维修项目所需维修资源的占用情况,确定各个维修项目的维修顺序。In a possible implementation manner of the embodiment of the present application, if the target maintenance solution includes multiple maintenance items, the maintenance sequence of each maintenance item may also be determined according to the occupation status of the maintenance resources required for each maintenance item.
例如,目标维修方案如表1所示,而目前初级维修技师及升降机工位占用率分别达到90%及70%,且初级维修技师及升降机工位占用率预计在1小时后才会降低。但是高级维修技师和空地工位占用率只有30%和0%。因此,筛选出对于发动机类故障,历史修复率最高的高级维修技师,并分配至空地工位,先开始维修第2/3/4/5项工作。For example, the target maintenance plan is shown in Table 1. At present, the occupancy rate of primary service technicians and elevator stations is 90% and 70% respectively, and the occupancy rate of primary service technicians and elevator stations is expected to decrease after 1 hour. However, the occupancy rate of senior service technicians and open space stations is only 30% and 0%. Therefore, the senior maintenance technicians with the highest historical repair rate for engine faults are screened and assigned to the open space station, and the maintenance of work 2/3/4/5 is started.
为了方便维修中心进行维修数据的管理,在本申请实施例的一种可能的实现方式中,所述预约所述维修预约请求可以包括所述故障信息,所述服务器可以根据所述故障信息、所述车辆的标识、以及所述目标维修时间生成维修工单。In order to facilitate the management of the maintenance data in the maintenance center, in a possible implementation manner of the embodiment of the present application, the requesting the maintenance reservation request may include the fault information, and the server may The identification of the vehicle and the target repair time generate a repair work order.
可以理解的是,对于所述预约维修车辆,可以采用以上所述的确定车辆维修方案的方法,确定出目标维修方案。在本申请实施例中,还可以将所述目标维修方案所包括的部分或者全部内容添加到所述维修工单中,并根据维修进度实时更新所述维修工单的内容。It can be understood that, for the scheduled maintenance vehicle, the method for determining the vehicle maintenance scheme described above can be employed to determine the target maintenance plan. In the embodiment of the present application, part or all of the content included in the target maintenance plan may also be added to the maintenance work order, and the content of the maintenance work order is updated in real time according to the maintenance progress.
以上内容对本申请实施例提供的确定车辆维修方案的方法进行了介绍,以 下结合具体场景介绍该方法。The above describes the method for determining a vehicle maintenance solution provided by the embodiment of the present application, and the method is introduced in combination with a specific scenario.
在该场景下,用户发现发动机发出异常响声,并且故障灯点亮,因此,用户将车辆开至维修中心进行维修。In this scenario, the user finds that the engine is making an abnormal sound and the fault light is on, so the user drives the vehicle to the repair center for repair.
参见图6,该图为本申请实施例提供的一种确定车辆维修方案的方法流程图。Referring to FIG. 6 , it is a flowchart of a method for determining a vehicle maintenance solution according to an embodiment of the present application.
本申请实施例提供的确定车辆维修方案的方法,例如可以通过如下步骤S601-S612实现。The method for determining a vehicle maintenance solution provided by the embodiment of the present application can be implemented, for example, by the following steps S601-S612.
S601:维修人员通过第一终端设备导入目标故障信息。S601: The maintenance personnel introduces the target fault information through the first terminal device.
S602:第一终端设备提示维修人员补充故障音/视频信息,并给出补充信息的参考范例。维修技师按要求获取相关音/视频信息,并通过第一终端设备输入。S602: The first terminal device prompts the maintenance personnel to supplement the fault sound/video information, and gives a reference example of the supplementary information. The service technician obtains the relevant audio/video information as required and inputs it through the first terminal device.
S603:服务器根据所述目标故障信息及故障音/视频信息,匹配维修资料数据库,得出目标维修方案。S603: The server matches the maintenance data database according to the target fault information and the fault sound/video information, and obtains a target maintenance plan.
例如,目标维修方案包括2个维修项目,分别为:1、检查涡轮增压器电磁阀线路。2、检查/更换涡轮增压器电磁阀。For example, the target maintenance program consists of two maintenance items, namely: 1. Check the turbocharger solenoid valve line. 2. Check/replace the turbocharger solenoid valve.
S604:服务器获取待维修车辆的零件信息;将所述零件信息与维修案例数据库中的维修案例进行匹配,确定所述待维修车辆的各个零件的故障概率。S604: The server acquires part information of the vehicle to be repaired; and matches the part information with the maintenance case in the maintenance case database to determine a failure probability of each part of the to-be-maintained vehicle.
例如,服务器确定出四种零件故障,分别为:1、涡轮增压器电磁阀线路故障发生率为29%。2、涡轮增压器电磁阀故障发生率为38%。For example, the server identified four component failures, namely: 1. The turbocharger solenoid valve line failure rate was 29%. 2. The turbocharger solenoid valve failure rate is 38%.
S605:根据所述各个零件的故障概率修正所述目标维修方案。S605: Correct the target maintenance plan according to the failure probability of each component.
例如,修正后的目标维修方案为:1、检查/更换涡轮增压器电磁阀。2、检查涡轮增压器电磁阀线路。For example, the revised target maintenance plan is: 1. Check/replace the turbocharger solenoid valve. 2. Check the turbocharger solenoid valve circuit.
服务器可以将修正后的目标维修方案发送给第一终端设备,维修人员可以通过所述第一终端设备的显示屏查看所述修正后的目标维修方案。The server may send the corrected target maintenance plan to the first terminal device, and the maintenance personnel may view the corrected target maintenance plan through the display screen of the first terminal device.
S606:服务器将与涡轮增压器电磁阀相关的部件功能原理介绍、拆装指导、接插件信息、检查测量方法、测量标准数据等信息发送给第一终端设备。S606: The server sends information about the function principle of the turbocharger solenoid valve, the disassembly and assembly guide, the connector information, the inspection measurement method, the measurement standard data, and the like to the first terminal device.
维修人员可以通过所述第一终端设备的显示屏查看与涡轮增压器电磁阀相关的部件功能原理介绍、拆装指导、接插件信息、检查测量方法、测量标准数据等信息。The maintenance personnel can view the functional principle introduction, disassembly and assembly guidance, connector information, inspection measurement method, measurement standard data and the like related to the turbocharger solenoid valve through the display screen of the first terminal device.
S607:维修人员按指导完成检查,检查结果未发现异常。并利用第一终端设备将检查结果通过语音/文字/点选等方式发送给服务器。S607: The maintenance personnel completed the inspection according to the instructions, and the inspection result showed no abnormality. And using the first terminal device to send the inspection result to the server by voice/text/click.
S608:服务器将与检查涡轮增压器电磁阀线路相关的部件功能原理介绍、拆装指导、接插件信息、检查测量方法、测量标准数据等信息发送给第一终端设备。S608: The server sends information about the functional principle of the components related to checking the turbocharger solenoid valve line, the disassembly and assembly guide, the connector information, the inspection measurement method, the measurement standard data, and the like to the first terminal device.
维修人员可以通过所述第一终端设备的显示屏查看与检查涡轮增压器电磁阀线路相关的部件功能原理介绍、拆装指导、接插件信息、检查测量方法、测量标准数据等信息。The maintenance personnel can view the functional principle introduction, disassembly and assembly guide, connector information, inspection measurement method, measurement standard data and the like related to the turbocharger solenoid valve line through the display screen of the first terminal device.
S609:维修人员按指导完成检查,检查结果未发现异常。并利用第一终端设备将检查结果通过语音/文字/点选等方式发送给服务器。S609: The maintenance personnel completed the inspection according to the instructions, and no abnormalities were found in the inspection results. And using the first terminal device to send the inspection result to the server by voice/text/click.
S610:维修人员将维修过程中的维修数据通过第一终端设备发送给服务器。S610: The maintenance personnel sends the maintenance data during the maintenance process to the server through the first terminal device.
S611:服务器根据所述维修过程中的维修数据得出新的目标维修方案,并将新的目标维修方案发送给第一终端设备。并将相关电路图、接插件信息、拆装指导、检查测量方法、测量标准数据等信息,发送给第一终端设备。S611: The server obtains a new target maintenance plan according to the maintenance data in the maintenance process, and sends a new target maintenance plan to the first terminal device. The relevant circuit diagram, connector information, disassembly instructions, inspection measurement methods, measurement standard data and other information are sent to the first terminal device.
新的维修方案例如可以为:1、检查发动机电脑网络通讯线路。2、检查/更换网关模块。The new maintenance plan can be, for example: 1. Check the engine computer network communication line. 2. Check/replace the gateway module.
S612:维修人员按指导检查后发现网关模块内部故障,导致通讯线电压异常波动影响发动机电脑控制模块,更换网关模块后故障排除。并将维修结果发送给服务器。S612: After the maintenance personnel check according to the guidance, the internal fault of the gateway module is found, which causes the abnormal fluctuation of the communication line voltage to affect the engine computer control module, and the fault is eliminated after replacing the gateway module. Send the repair results to the server.
示例性设备Exemplary device
参见图7,该图为本申请实施例中一种确定车辆维修方案的装置的结构示意图。所述装置700例如可以具体包括:第一接收单元710和第一确定单元 720。Referring to FIG. 7, the figure is a schematic structural diagram of an apparatus for determining a vehicle maintenance solution according to an embodiment of the present application. The device 700 may specifically include, for example, a first receiving unit 710 and a first determining unit 720.
第一接收单元710,用于接收第一终端设备发送的目标故障信息;The first receiving unit 710 is configured to receive target fault information sent by the first terminal device.
第一确定单元720,用于将所述目标故障信息与维修资料数据库中的维修资料进行匹配,确定目标维修方案;The first determining unit 720 is configured to match the target fault information with the maintenance data in the maintenance data database to determine a target maintenance plan;
其中,所述维修资料数据库中保存有历史故障信息与历史维修方案。The historical fault information and the historical maintenance plan are saved in the maintenance data database.
可选的,所述目标故障信息包括:Optionally, the target fault information includes:
故障现象信息,和/或,由诊断工具诊断确定的诊断报告。Symptom information, and/or diagnostic reports determined by diagnostic tool diagnostics.
可选的,所述装置700还包括:Optionally, the device 700 further includes:
第二接收单元,用于接收所述第一终端设备发送的与所述目标故障信息相关的目标音频和/或视频信息;a second receiving unit, configured to receive target audio and/or video information related to the target fault information that is sent by the first terminal device;
相应的,所述第一确定单元720,具体用于:Correspondingly, the first determining unit 720 is specifically configured to:
将所述标故障信息和所述目标音频和/或视频信息分别与所述维修资料数据库中的维修资料进行匹配,确定目标维修方案。The target fault information and the target audio and/or video information are respectively matched with the repair data in the maintenance data database to determine a target maintenance plan.
可选的,所述装置700还包括:Optionally, the device 700 further includes:
第一获取单元,用于获取待维修车辆的零件信息;a first acquiring unit, configured to acquire part information of the vehicle to be repaired;
第二确定单元,用于将所述零件信息与维修案例数据库中的维修案例进行匹配,确定所述待维修车辆的各个零件的故障概率;a second determining unit, configured to match the part information with a maintenance case in the maintenance case database, and determine a failure probability of each part of the to-be-maintained vehicle;
修正单元,用于根据所述各个零件的故障概率修正所述目标维修方案。a correction unit configured to correct the target maintenance plan according to a failure probability of the respective parts.
可选的,所述第一获取单元,具体用于:Optionally, the first acquiring unit is specifically configured to:
获取所述待维修车辆的标识;Obtaining an identifier of the vehicle to be repaired;
将所述待维修车辆的标识与车辆配置数据库进行匹配,获取所述待维修车辆的零件信息。Matching the identifier of the vehicle to be repaired with a vehicle configuration database to obtain part information of the vehicle to be repaired.
可选的,所述维修案例数据库中包含以下信息中的任意一种或多种:Optionally, the maintenance case database includes any one or more of the following information:
历史零件故障索赔更换记录数据、历史车辆维修数据、历史零件断点信息和历史车辆运行数据。Historical part failure claims replacement record data, historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
可选的,所述装置700还包括:Optionally, the device 700 further includes:
第三接收单元,用于接收所述第一终端设备发送的维修结果信息;a third receiving unit, configured to receive maintenance result information sent by the first terminal device;
第一发送单元,用于将所述维修结果信息发送给第二终端设备。The first sending unit is configured to send the maintenance result information to the second terminal device.
可选的,所述装置700还包括:Optionally, the device 700 further includes:
第二获取单元,用于获取车辆的当前运行数据;a second acquiring unit, configured to acquire current running data of the vehicle;
预测单元,用于利用所述当前运行数据,预测所述车辆发生故障的故障信息;a prediction unit, configured to predict, by using the current running data, fault information that the vehicle is faulty;
其中,所述故障信息包括以下任意一种或多种:The fault information includes any one or more of the following:
所述车辆发生故障的时间范围、所述车辆发生故障的零件以及所述发生故障的零件的故障类型。The time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
可选的,所述预测单元,具体用于:Optionally, the prediction unit is specifically configured to:
将所述当前运行数据作为故障预测模型的输入,预测出所述车辆发生故障的相关信息;Using the current running data as an input of a fault prediction model, and predicting information related to the vehicle failure;
其中,所述故障预测模型通过如下方式获得:The fault prediction model is obtained by:
获取历史运行数据;所述历史运行数据为包括车辆发生故障时的运行数据;Obtaining historical running data; the historical running data is including running data when the vehicle fails;
基于所述历史运行数据与该历史运行数据对应的故障信息进行训练,获得所述故障预测模型。The fault prediction model is obtained by training based on the historical running data and the fault information corresponding to the historical running data.
可选的,所述装置700还包括:Optionally, the device 700 further includes:
第二发送单元,用于将所述故障信息发送给所述第二终端设备和/或所述第一终端设备。a second sending unit, configured to send the fault information to the second terminal device and/or the first terminal device.
可选的,所述装置700还包括:Optionally, the device 700 further includes:
第四接收单元,用于接收第三终端设备发送的维修预约请求;a fourth receiving unit, configured to receive a maintenance reservation request sent by the third terminal device;
第三获取单元,用于获取预约车辆的目标信息;a third obtaining unit, configured to acquire target information of the reserved vehicle;
第三确定单元,用于根据所述目标信息确定目标维修中心,将所述目标维修中心的信息发送给所述第三终端设备;a third determining unit, configured to determine a target repair center according to the target information, and send information of the target repair center to the third terminal device;
所述预约车辆的目标信息包括:所述预约维修车辆的历史维修中心信息, 和/或,所述预约维修车辆的位置信息。The target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
可选的,所述维修预约请求中携带参考维修时间;所述装置700还包括:Optionally, the maintenance reservation request carries a reference repair time; the device 700 further includes:
第四获取单元,用于获取目标维修中心在所述参考维修时间段内的维修资源占用情况;a fourth obtaining unit, configured to acquire a maintenance resource occupation situation of the target repair center during the reference maintenance period;
第四确定单元,用于结合所述参考维修时间和所述目标维修中心在所述参考维修时间段内的资源占用情况确定目标维修时间;并将所述目标维修时间发送给所述第三终端设备;a fourth determining unit, configured to determine a target maintenance time according to the reference maintenance time and resource occupation status of the target maintenance center in the reference maintenance time period; and send the target maintenance time to the third terminal device;
其中,所述维修资源包括以下任意一种或多种:Wherein, the maintenance resource includes any one or more of the following:
维修人员的数量、维修工具的数量、维修工位数量。The number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
可选的,若所述目标维修方案包括多个维修项目,则所述装置700还包括:Optionally, if the target maintenance solution includes multiple maintenance items, the device 700 further includes:
第五确定单元,用于根据各个维修项目所需维修资源的占用情况,确定各个维修项目的维修顺序。The fifth determining unit is configured to determine the maintenance sequence of each maintenance item according to the occupation status of the maintenance resources required for each maintenance item.
可选的,所述维修预约请求包括所述故障信息,所述装置700还包括:Optionally, the service reservation request includes the fault information, and the apparatus 700 further includes:
生成单元,用于根据所述故障信息、所述预约维修车辆的标识、以及所述目标维修时间生成维修工单。And a generating unit, configured to generate a maintenance work order according to the fault information, the identifier of the reserved maintenance vehicle, and the target repair time.
关于所述装置700的各单元的描述可以参考以上方法实施例的描述部分,此处不再赘述。For a description of each unit of the apparatus 700, reference may be made to the description part of the above method embodiment, and details are not described herein again.
由此可见,利用本申请实施例中提供的确定车辆维修方案的装置,由于维修资料数据库中可以保存大量的历史故障信息与历史故障信息对应的历史研究方案,故而服务器可以利用该维修资料数据库准确的确定出目标维修方案。It can be seen that, by using the device for determining the vehicle maintenance scheme provided in the embodiment of the present application, since the maintenance data database can store a large amount of historical research information corresponding to the historical fault information and the historical fault information, the server can use the maintenance data database to be accurate. Determine the target maintenance plan.
以上所述仅是本申请的优选实施方式,应当指出,对于本技术领域的普通技术人员来说,在不脱离本申请原理的前提下,还可以做出若干改进和润饰,这些改进和润饰也应视为本申请的保护范围。The above description is only a preferred embodiment of the present application, and it should be noted that those skilled in the art can also make several improvements and retouchings without departing from the principles of the present application. It should be considered as the scope of protection of this application.

Claims (28)

  1. 一种确定车辆维修方案的方法,其特征在于,应用于服务器,包括:A method for determining a vehicle maintenance solution, characterized by being applied to a server, comprising:
    接收第一终端设备发送的目标故障信息;Receiving target fault information sent by the first terminal device;
    将所述目标故障信息与维修资料数据库中的维修资料进行匹配,确定目标维修方案;Matching the target fault information with the maintenance data in the maintenance data database to determine the target maintenance plan;
    其中,所述维修资料数据库中保存有历史故障信息与历史维修方案。The historical fault information and the historical maintenance plan are saved in the maintenance data database.
  2. 根据权利要求1所述的方法,其特征在于,所述目标故障信息包括:The method according to claim 1, wherein the target failure information comprises:
    故障现象信息,和/或,由诊断工具诊断确定的诊断报告。Symptom information, and/or diagnostic reports determined by diagnostic tool diagnostics.
  3. 根据权利要求1所述的方法,其特征在于,所述方法还包括:The method of claim 1 further comprising:
    接收所述第一终端设备发送的与所述目标故障信息相关的目标音频和/或视频信息;Receiving target audio and/or video information related to the target fault information sent by the first terminal device;
    相应的,所述将所述目标故障信息与维修资料数据库中的维修资料进行匹配,确定目标维修方案,包括:Correspondingly, the target fault information is matched with the maintenance data in the maintenance data database to determine a target maintenance plan, including:
    将所述标故障信息和所述目标音频和/或视频信息分别与所述维修资料数据库中的维修资料进行匹配,确定目标维修方案。The target fault information and the target audio and/or video information are respectively matched with the repair data in the maintenance data database to determine a target maintenance plan.
  4. 根据权利要求1所述的方法,其特征在于,所述方法还包括:The method of claim 1 further comprising:
    获取待维修车辆的零件信息;Obtaining part information of the vehicle to be repaired;
    将所述零件信息与维修案例数据库中的维修案例进行匹配,确定所述待维修车辆的各个零件的故障概率;Matching the part information with a maintenance case in the maintenance case database to determine a failure probability of each part of the vehicle to be repaired;
    根据所述各个零件的故障概率修正所述目标维修方案。The target maintenance plan is corrected based on the failure probability of the respective parts.
  5. 根据权利要求4所述的方法,其特征在于,所述获取待维修车辆的零件信息,包括:The method according to claim 4, wherein the obtaining part information of the vehicle to be repaired comprises:
    获取所述待维修车辆的标识Obtaining the identification of the vehicle to be repaired
    将所述待维修车辆的标识与车辆配置数据库进行匹配,获取所述待维修车辆的零件信息。Matching the identifier of the vehicle to be repaired with a vehicle configuration database to obtain part information of the vehicle to be repaired.
  6. 根据权利要求4所述的方法,其特征在于,所述维修案例数据库中包 含以下信息中的任意一种或多种:The method of claim 4 wherein said repair case database includes any one or more of the following:
    历史零件故障索赔更换记录数据、历史车辆维修数据、历史零件断点信息和历史车辆运行数据。Historical part failure claims replacement record data, historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
  7. 根据权利要求1所述的方法,其特征在于,所述方法还包括:The method of claim 1 further comprising:
    接收所述第一终端设备发送的维修结果信息;Receiving maintenance result information sent by the first terminal device;
    将所述维修结果信息发送给第二终端设备。The maintenance result information is sent to the second terminal device.
  8. 根据权利要求1所述的方法,其特征在于,所述方法还包括:The method of claim 1 further comprising:
    获取车辆的当前运行数据;Obtaining current operational data of the vehicle;
    利用所述当前运行数据,预测所述车辆发生故障的故障信息;Using the current running data, predicting fault information of the vehicle that is faulty;
    其中,所述故障信息包括以下任意一种或多种:The fault information includes any one or more of the following:
    所述车辆发生故障的时间范围、所述车辆发生故障的零件以及所述发生故障的零件的故障类型。The time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
  9. 根据权利要求8所述的方法,其特征在于,所述利用所述当前运行数据,预测所述车辆发生故障的故障信息,包括:The method according to claim 8, wherein the predicting failure information of the vehicle by using the current running data comprises:
    将所述当前运行数据作为故障预测模型的输入,预测出所述车辆发生故障的相关信息;Using the current running data as an input of a fault prediction model, and predicting information related to the vehicle failure;
    其中,所述故障预测模型通过如下方式获得:The fault prediction model is obtained by:
    获取历史运行数据;所述历史运行数据为包括车辆发生故障时的运行数据;Obtaining historical running data; the historical running data is including running data when the vehicle fails;
    基于所述历史运行数据与该历史运行数据对应的故障信息进行训练,获得所述故障预测模型。The fault prediction model is obtained by training based on the historical running data and the fault information corresponding to the historical running data.
  10. 根据权利要求8所述的方法,其特征在于,所述方法还包括:The method of claim 8 further comprising:
    将所述故障信息发送给所述第二终端设备和/或所述第一终端设备。Transmitting the fault information to the second terminal device and/or the first terminal device.
  11. 根据权利要求1所述的方法,其特征在于,所述方法还包括:The method of claim 1 further comprising:
    接收第三终端设备发送的维修预约请求;Receiving a maintenance reservation request sent by the third terminal device;
    获取预约车辆的目标信息;Obtaining target information of the reserved vehicle;
    根据所述目标信息确定目标维修中心,将所述目标维修中心的信息发送给所述第三终端设备;Determining a target repair center according to the target information, and transmitting information of the target repair center to the third terminal device;
    所述预约车辆的目标信息包括:所述预约维修车辆的历史维修中心信息,和/或,所述预约维修车辆的位置信息。The target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
  12. 根据权利要求11所述的方法,其特征在于,所述维修预约请求中携带参考维修时间;所述方法还包括:The method according to claim 11, wherein the maintenance reservation request carries a reference repair time; the method further comprises:
    获取目标维修中心在所述参考维修时间段内的维修资源占用情况;Obtaining the occupational resource occupation of the target repair center during the reference maintenance period;
    结合所述参考维修时间和所述目标维修中心在所述参考维修时间段内的资源占用情况确定目标维修时间;并将所述目标维修时间发送给所述第三终端设备;Determining a target repair time in conjunction with the reference repair time and resource occupancy of the target repair center during the reference repair period; and transmitting the target repair time to the third terminal device;
    其中,所述维修资源包括以下任意一种或多种:Wherein, the maintenance resource includes any one or more of the following:
    维修人员的数量、维修工具的数量、维修工位数量。The number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
  13. 根据权利要求12所述的方法,其特征在于,若所述目标维修方案包括多个维修项目,则所述方法还包括:The method of claim 12, wherein if the target maintenance plan comprises a plurality of maintenance items, the method further comprises:
    根据各个维修项目所需维修资源的占用情况,确定各个维修项目的维修顺序。The maintenance sequence of each maintenance item is determined according to the occupation of the maintenance resources required for each maintenance project.
  14. 根据权利要求12所述的方法,其特征在于,所述维修预约请求包括所述故障信息,所述方法还包括:The method of claim 12, wherein the maintenance reservation request includes the fault information, the method further comprising:
    根据所述故障信息、所述预约维修车辆的标识、以及所述目标维修时间生成维修工单。A maintenance work order is generated based on the failure information, the identification of the scheduled maintenance vehicle, and the target repair time.
  15. 一种确定车辆维修方案的装置,其特征在于,包括:An apparatus for determining a vehicle maintenance solution, comprising:
    第一接收单元,用于接收第一终端设备发送的目标故障信息;a first receiving unit, configured to receive target fault information sent by the first terminal device;
    第一确定单元,用于将所述目标故障信息与维修资料数据库中的维修资料进行匹配,确定目标维修方案;a first determining unit, configured to match the target fault information with the maintenance data in the maintenance data database to determine a target maintenance plan;
    其中,所述维修资料数据库中保存有历史故障信息与历史维修方案。The historical fault information and the historical maintenance plan are saved in the maintenance data database.
  16. 根据权利要求15所述的装置,其特征在于,所述目标故障信息包括:The device according to claim 15, wherein the target failure information comprises:
    故障现象信息,和/或,由诊断工具诊断确定的诊断报告。Symptom information, and/or diagnostic reports determined by diagnostic tool diagnostics.
  17. 根据权利要求15所述的装置,其特征在于,所述装置还包括:The device according to claim 15, wherein the device further comprises:
    第二接收单元,用于接收所述第一终端设备发送的与所述目标故障信息相关的目标音频和/或视频信息;a second receiving unit, configured to receive target audio and/or video information related to the target fault information that is sent by the first terminal device;
    相应的,所述第一确定单元,具体用于:Correspondingly, the first determining unit is specifically configured to:
    将所述标故障信息和所述目标音频和/或视频信息分别与所述维修资料数据库中的维修资料进行匹配,确定目标维修方案。The target fault information and the target audio and/or video information are respectively matched with the repair data in the maintenance data database to determine a target maintenance plan.
  18. 根据权利要求15所述的装置,其特征在于,所述装置还包括:The device according to claim 15, wherein the device further comprises:
    第一获取单元,用于获取待维修车辆的零件信息;a first acquiring unit, configured to acquire part information of the vehicle to be repaired;
    第二确定单元,用于将所述零件信息与维修案例数据库中的维修案例进行匹配,确定所述待维修车辆的各个零件的故障概率;a second determining unit, configured to match the part information with a maintenance case in the maintenance case database, and determine a failure probability of each part of the to-be-maintained vehicle;
    修正单元,用于根据所述各个零件的故障概率修正所述目标维修方案。a correction unit configured to correct the target maintenance plan according to a failure probability of the respective parts.
  19. 根据权利要求18所述的装置,其特征在于,所述第一获取单元,具体用于:The device according to claim 18, wherein the first obtaining unit is specifically configured to:
    获取所述待维修车辆的标识;Obtaining an identifier of the vehicle to be repaired;
    将所述待维修车辆的标识与车辆配置数据库进行匹配,获取所述待维修车辆的零件信息。Matching the identifier of the vehicle to be repaired with a vehicle configuration database to obtain part information of the vehicle to be repaired.
  20. 根据权利要求18所述的装置,其特征在于,所述维修案例数据库中包含以下信息中的任意一种或多种:The apparatus according to claim 18, wherein said maintenance case database contains any one or more of the following information:
    历史零件故障索赔更换记录数据、历史车辆维修数据、历史零件断点信息和历史车辆运行数据。Historical part failure claims replacement record data, historical vehicle maintenance data, historical part breakpoint information, and historical vehicle operational data.
  21. 根据权利要求15所述的装置,其特征在于,所述装置还包括:The device according to claim 15, wherein the device further comprises:
    第三接收单元,用于接收所述第一终端设备发送的维修结果信息;a third receiving unit, configured to receive maintenance result information sent by the first terminal device;
    第一发送单元,用于将所述维修结果信息发送给第二终端设备。The first sending unit is configured to send the maintenance result information to the second terminal device.
  22. 根据权利要求15所述的装置,其特征在于,所述装置还包括:The device according to claim 15, wherein the device further comprises:
    第二获取单元,用于获取车辆的当前运行数据;a second acquiring unit, configured to acquire current running data of the vehicle;
    预测单元,用于利用所述当前运行数据,预测所述车辆发生故障的故障信息;a prediction unit, configured to predict, by using the current running data, fault information that the vehicle is faulty;
    其中,所述故障信息包括以下任意一种或多种:The fault information includes any one or more of the following:
    所述车辆发生故障的时间范围、所述车辆发生故障的零件以及所述发生故障的零件的故障类型。The time range in which the vehicle has failed, the part in which the vehicle has failed, and the type of failure of the failed part.
  23. 根据权利要求22所述的装置,其特征在于,所述预测单元,具体用于:The device according to claim 22, wherein the prediction unit is specifically configured to:
    将所述当前运行数据作为故障预测模型的输入,预测出所述车辆发生故障的相关信息;Using the current running data as an input of a fault prediction model, and predicting information related to the vehicle failure;
    其中,所述故障预测模型通过如下方式获得:The fault prediction model is obtained by:
    获取历史运行数据;所述历史运行数据为包括车辆发生故障时的运行数据;Obtaining historical running data; the historical running data is including running data when the vehicle fails;
    基于所述历史运行数据与该历史运行数据对应的故障信息进行训练,获得所述故障预测模型。The fault prediction model is obtained by training based on the historical running data and the fault information corresponding to the historical running data.
  24. 根据权利要求22所述的装置,其特征在于,所述装置还包括:The device of claim 22, wherein the device further comprises:
    第二发送单元,用于将所述故障信息发送给所述第二终端设备和/或所述第一终端设备。a second sending unit, configured to send the fault information to the second terminal device and/or the first terminal device.
  25. 根据权利要求15所述的装置,其特征在于,所述装置还包括:The device according to claim 15, wherein the device further comprises:
    第四接收单元,用于接收第三终端设备发送的维修预约请求;a fourth receiving unit, configured to receive a maintenance reservation request sent by the third terminal device;
    第三获取单元,用于获取预约车辆的目标信息;a third obtaining unit, configured to acquire target information of the reserved vehicle;
    第三确定单元,用于根据所述目标信息确定目标维修中心,将所述目标维修中心的信息发送给所述第三终端设备;a third determining unit, configured to determine a target repair center according to the target information, and send information of the target repair center to the third terminal device;
    所述预约车辆的目标信息包括:所述预约维修车辆的历史维修中心信息,和/或,所述预约维修车辆的位置信息。The target information of the reserved vehicle includes: historical maintenance center information of the reserved maintenance vehicle, and/or location information of the reserved maintenance vehicle.
  26. 根据权利要求25所述的装置,其特征在于,所述维修预约请求中携带参考维修时间;所述装置还包括:The device according to claim 25, wherein the maintenance reservation request carries a reference repair time; the device further comprises:
    第四获取单元,用于获取目标维修中心在所述参考维修时间段内的维修资源占用情况;a fourth obtaining unit, configured to acquire a maintenance resource occupation situation of the target repair center during the reference maintenance period;
    第四确定单元,用于结合所述参考维修时间和所述目标维修中心在所述参考维修时间段内的资源占用情况确定目标维修时间;并将所述目标维修时间发送给所述第三终端设备;a fourth determining unit, configured to determine a target maintenance time according to the reference maintenance time and resource occupation status of the target maintenance center in the reference maintenance time period; and send the target maintenance time to the third terminal device;
    其中,所述维修资源包括以下任意一种或多种:Wherein, the maintenance resource includes any one or more of the following:
    维修人员的数量、维修工具的数量、维修工位数量。The number of maintenance personnel, the number of maintenance tools, and the number of maintenance stations.
  27. 根据权利要求26所述的装置,其特征在于,若所述目标维修方案包括多个维修项目,则所述装置还包括:The apparatus of claim 26, wherein if the target maintenance plan comprises a plurality of maintenance items, the apparatus further comprises:
    第五确定单元,用于根据各个维修项目所需维修资源的占用情况,确定各个维修项目的维修顺序。The fifth determining unit is configured to determine the maintenance sequence of each maintenance item according to the occupation status of the maintenance resources required for each maintenance item.
  28. 根据权利要求26所述的装置,其特征在于,所述维修预约请求包括所述故障信息,所述装置还包括:The device according to claim 26, wherein the maintenance reservation request includes the failure information, and the device further comprises:
    生成单元,用于根据所述故障信息、所述预约维修车辆的标识、以及所述目标维修时间生成维修工单。And a generating unit, configured to generate a maintenance work order according to the fault information, the identifier of the reserved maintenance vehicle, and the target repair time.
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