CN116341897A - Vehicle safety supervision method, device, equipment and storage medium - Google Patents
Vehicle safety supervision method, device, equipment and storage medium Download PDFInfo
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Abstract
The invention provides a vehicle safety supervision method, a device, equipment and a storage medium, which relate to the technical field of traffic supervision, wherein the method comprises the following steps: acquiring vehicle driving data of an operating vehicle and behavior data of a driver; generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data; and performing risk supervision on the operating vehicle based on the safety risk assessment result. According to the invention, the safety risk assessment result of the commercial vehicle is determined according to the vehicle driving data of the commercial vehicle in the driving process and the behavior data of the driver, and further the risk supervision is carried out on the commercial vehicle according to the safety risk assessment result, so that the risk prevention and control of road transportation safety are comprehensively enhanced, the potential safety hazard is effectively reduced, and the fine supervision level of the commercial vehicle is improved.
Description
Technical Field
The present invention relates to the field of traffic monitoring technologies, and in particular, to a vehicle safety monitoring method, device, equipment, and storage medium.
Background
The transportation is an important support and strong guarantee for economic development, the transportation safety is related to the reliable and stable development of transportation, the risk prevention and control of the safety of the operation vehicles is a serious issue in the field of road traffic safety, and once the operation vehicles have accidents, the operation vehicles are always extra-large road traffic accidents, so that specific losses are brought to the life safety and property safety of people.
At present, safety supervision of commercial vehicles relates to multiple departments, multiple fields and multiple links, management information of each link is relatively independent, and effective information sharing and coordination are lacked. Industry safety supervision lacks effective means of pre-, in-and post-supervision. Therefore, a safety supervision method for the commercial vehicle is needed to realize effective supervision of the whole process of the commercial vehicle in the driving process so as to reduce road traffic accidents.
Disclosure of Invention
The invention provides a vehicle safety supervision method, device, equipment and storage medium, which aim to effectively supervise operating vehicles in the driving process so as to reduce road traffic accidents.
The invention provides a vehicle safety supervision method, which comprises the following steps:
acquiring vehicle driving data of an operating vehicle and behavior data of a driver;
generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data;
and performing risk supervision on the operating vehicle based on the safety risk assessment result.
According to the vehicle safety supervision method provided by the invention, the safety risk assessment result of the operating vehicle is generated based on the vehicle driving data and the behavior data, and the method comprises the following steps:
based on the vehicle driving data, performing risk assessment on the vehicle state of the operating vehicle to obtain a vehicle state assessment result;
performing risk assessment on the driving behaviors of the driver based on the behavior data to obtain a driver risk assessment result;
and generating the safety risk assessment result based on the driver risk assessment result and the vehicle state assessment result.
According to the vehicle safety supervision method provided by the invention, the safety risk assessment result comprises first alarm information and second alarm information; the generating the security risk assessment result based on the driver risk assessment result and the vehicle state assessment result includes:
if the driver risk assessment result is a dangerous driving assessment result, generating the first warning information;
and if the vehicle state evaluation result is the vehicle abnormal state evaluation result, generating the second alarm information.
According to the vehicle safety supervision method provided by the invention, before the vehicle driving data of the operating vehicle and the behavior data of the driver are obtained, the method further comprises the following steps:
acquiring road information corresponding to a running route of the operating vehicle;
performing risk assessment on the driving route based on the road information to obtain a road risk assessment result;
and displaying the road risk assessment result corresponding to the driving route.
According to the vehicle safety supervision method provided by the invention, after generating the safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data, the method further comprises the following steps:
the safety risk assessment result of the operating vehicle, the vehicle driving data and the enterprise to which the operating vehicle belongs are stored in an associated mode;
based on security risk assessment results and vehicle driving data corresponding to all operating vehicles in a target enterprise, performing risk assessment on the target enterprise to obtain enterprise risk assessment results of the target enterprise;
and performing risk supervision on the target enterprise based on the enterprise risk assessment result.
According to the vehicle safety supervision method provided by the invention, after the safety risk assessment result of the operating vehicle, the vehicle driving data and the affiliated enterprises are stored in a correlated manner, the vehicle safety supervision method further comprises the following steps:
determining the industry to which the commercial vehicle belongs based on the vehicle type of the commercial vehicle;
based on security risk assessment results and vehicle driving data corresponding to all operating vehicles in the industry, carrying out risk assessment on the industry to obtain an industry risk level;
and performing risk supervision on the industry based on the industry risk level.
According to the vehicle safety supervision method provided by the invention, the vehicle driving data at least comprises a vehicle positioning position and positioning time;
after the safety risk assessment result of the operating vehicle, the vehicle driving data and the enterprise to which the operating vehicle belongs are stored in an associated mode, the method further comprises the following steps:
generating running track information corresponding to the commercial vehicle based on the vehicle positioning position and positioning time of the commercial vehicle in the driving process;
and storing the running track information corresponding to the operating vehicle for an administrator to check.
The invention also provides a vehicle safety supervision method device, which comprises the following steps:
the acquisition module is used for acquiring vehicle driving data of the commercial vehicle and behavior data of a driver;
the generation module is used for generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data;
and the monitoring module is used for monitoring the risk of the operating vehicle based on the safety risk assessment result.
The invention also provides an electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the vehicle safety supervision method as described in any one of the above when executing the program.
The present invention also provides a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements a vehicle safety supervision method as described in any one of the above.
The invention also provides a computer program product comprising a computer program which when executed by a processor implements a vehicle safety supervision method as described in any one of the above.
According to the vehicle safety supervision method, device, equipment and storage medium, the safety risk assessment result of the commercial vehicle is determined according to the vehicle driving data of the commercial vehicle in the driving process and the behavior data of the driver, and further the commercial vehicle is subjected to risk supervision according to the safety risk assessment result, so that the risk control of road transportation safety is comprehensively enhanced, potential safety hazards are effectively reduced, and the fine supervision level of the commercial vehicle is improved.
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In order to more clearly illustrate the invention or the technical solutions in the prior art, the drawings that are used in the description of the embodiments or the prior art will be briefly described one by one, it being obvious that the drawings in the description below are some embodiments of the invention, and that other drawings can be obtained from these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a flow chart of a method of vehicle safety supervision provided by the present invention;
fig. 2 is a schematic structural diagram of a vehicle safety supervision method device provided by the invention;
fig. 3 is a schematic structural diagram of an electronic device provided by the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the present invention more apparent, the technical solutions of the present invention will be clearly and completely described below with reference to the accompanying drawings, and it is apparent that the described embodiments are some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
The terminology used in the one or more embodiments of the invention is for the purpose of describing particular embodiments only and is not intended to be limiting of the one or more embodiments of the invention. As used in one or more embodiments of the invention, the singular forms "a," "an," "the," and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It should also be understood that the term "and/or" as used in one or more embodiments of the present invention refers to and encompasses any or all possible combinations of one or more of the associated listed items.
It should be understood that, although the terms first, second, etc. may be used in one or more embodiments of the invention to describe various information, these information should not be limited by these terms. These terms are only used to distinguish one type of information from another. For example, a first may also be referred to as a second, and similarly, a second may also be referred to as a first, without departing from the scope of one or more embodiments of the invention. The word "if" as used herein may be interpreted as "at … …" or "when … …", depending on the context.
The transportation is an important support and strong guarantee for economic development, the transportation safety is related to the reliable and stable development of transportation, the safety risk prevention and control of the operation vehicles are important in the field of road traffic safety, and once the operation vehicles have accidents, the operation vehicles are always oversized road traffic accidents, so that specific losses are brought to the life safety and property safety of people.
At present, the safety supervision of commercial vehicles relates to multiple departments, multiple fields and multiple links, management information of each link is relatively independent, effective information sharing and coordination are lacking, and effective prior, in-process and post supervision means are lacking in the industry safety supervision. Therefore, a safety supervision method for the commercial vehicle is needed to realize effective supervision of the whole process of the commercial vehicle in the driving process so as to reduce road traffic accidents.
In view of the above problems, the present invention proposes the following embodiments. Fig. 1 is a schematic flow chart of a vehicle safety supervision method provided by the invention. As shown in fig. 1, the vehicle safety supervision method includes:
step 11, acquiring vehicle driving data of the commercial vehicle and behavior data of a driver;
the operating vehicle is provided with a vehicle-mounted terminal, satellite positioning equipment and other equipment, and the satellite positioning equipment can acquire data such as vehicle positioning positions, positioning time and the like corresponding to the operating vehicle. The vehicle-mounted terminal can acquire driving data such as the running speed, the stay time, the driving duration, the mileage and the like of the operating vehicle, and additionally, the vehicle driving data can also comprise electronic gate data and electronic waybill data of the operating vehicle. The electronic bayonet data includes, but is not limited to, vehicle overload data and vehicle overspeed data, and the electronic waybill data includes, but is not limited to, waybill numbers, carrier vehicle information, cargo information, time information, origin information, and destination information.
Further, the operation vehicle may be further provided with a video monitoring device, and the driving video of the driver in the driving process shot by the video monitoring device may be obtained, so that the video is analyzed to determine whether dangerous driving behavior data exists in the driver, and optionally, the dangerous driving behavior includes, but is not limited to, behavior data such as distraction, call receiving, smoking, dozing, yawing, long-time single-hand steering, double-hand leaving, and the like of the driver.
In addition, the running video of the operation vehicle collected by the camera on the road can be obtained, so that whether the operation vehicle passes through a traffic intersection or a crosswalk line or turns or not is analyzed, and the operation data such as slow running without speed reduction, lane changing running of a compacting line, weak awareness of avoiding pedestrians of the non-motor vehicle, and running without a specified lane are obtained.
Step 12, generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data;
specifically, based on the vehicle driving data, a risk assessment is performed on the vehicle state of the commercial vehicle, for example: and detecting and analyzing the abnormal state of the commercial vehicle in real time according to driving data such as overspeed, low speed, long-time stay, reverse running, overload, violation and the like of the commercial vehicle, so as to obtain a vehicle state evaluation result of the commercial vehicle. Additionally, risk assessment can be performed on the driving behaviors of the driver based on the behavior data, and a driver risk assessment result can be obtained.
Further, the safety risk assessment result includes first warning information corresponding to dangerous driving and second warning information corresponding to abnormal state of the vehicle, wherein the first warning information is different from prompt information of the second warning information, and more specifically, if the driver risk assessment result is a dangerous driving assessment result, first warning information corresponding to dangerous driving is generated; and if the vehicle state evaluation result is the vehicle abnormal state evaluation result, generating second alarm information corresponding to the vehicle abnormal state. Additionally, if the driver risk assessment result is a normal driving assessment result and the vehicle state assessment result is a vehicle normal state assessment result, no warning information need be generated.
And step 13, performing risk supervision on the operating vehicle based on the safety risk assessment result.
Specifically, if the safety risk assessment result is first alarm information corresponding to dangerous driving or second alarm information corresponding to abnormal state of the vehicle, risk supervision is performed on the operating vehicle in advance, so that potential safety hazards are effectively reduced.
The embodiment of the invention obtains the vehicle driving data of the operating vehicle and the behavior data of the driver through the scheme; generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data; and performing risk supervision on the operating vehicle based on the safety risk assessment result. The safety risk assessment result of the commercial vehicle is determined according to the vehicle driving data of the commercial vehicle in the driving process and the behavior data of the driver, and further, the commercial vehicle is subjected to risk supervision according to the safety risk assessment result, so that the risk prevention and control of road transportation safety are comprehensively enhanced, potential safety hazards are effectively reduced, and the fine supervision level of the commercial vehicle is improved.
In one embodiment of the present invention, the step S20 is as follows: generating a security risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data, including:
based on the vehicle driving data, performing risk assessment on the vehicle state of the operating vehicle to obtain a vehicle state assessment result; performing risk assessment on the driving behaviors of the driver based on the behavior data to obtain a driver risk assessment result; and generating the safety risk assessment result based on the driver risk assessment result and the vehicle state assessment result.
In an embodiment, historical driving data sets of different operating vehicles can be collected in advance, a vehicle risk assessment model is obtained through iterative training of a logistic regression algorithm based on the historical driving data sets, so that risk portrayal of the vehicles is achieved through the vehicle risk assessment model, in addition, historical behavior data of different drivers are collected in advance, further, based on the historical behavior data, a driver risk assessment model is obtained through iterative training of the logistic regression algorithm, and risk portrayal of the drivers is achieved through the driver risk assessment model.
Specifically, the currently acquired vehicle driving data of the commercial vehicle is input into the vehicle risk assessment model, so that the risk assessment is carried out on the commercial vehicle by using the vehicle risk assessment model, a risk assessment value which is output by the vehicle risk assessment model and is between (0 and 1) is obtained, and the risk assessment value is used as a vehicle state assessment result corresponding to the commercial vehicle. Additionally, the behavior data of the driver is input into a driver risk assessment model, so that the risk assessment is carried out on the driving behavior of the driver by using the driver risk assessment model, and a driver risk assessment result corresponding to the driver is obtained.
Further, after the vehicle state evaluation result and the driver risk evaluation result are obtained, judging whether the driver risk evaluation result is a dangerous driving evaluation result or not, and judging whether the vehicle state evaluation result is a normal vehicle evaluation result or not, if the driver risk evaluation result is the dangerous driving evaluation result, generating first warning information corresponding to dangerous driving, namely, the first warning information indicates that the driver is in a dangerous driving state; if the vehicle state evaluation result is a vehicle abnormal state evaluation result and the driver risk evaluation result is a normal driving evaluation result, generating second warning information corresponding to the vehicle abnormal state, namely, the second warning information indicates that the operating vehicle is in the abnormal state; if the driver risk assessment result is a dangerous driving assessment result and the vehicle state assessment result is a vehicle abnormal state assessment result, generating first warning information corresponding to dangerous driving and generating second warning information corresponding to vehicle abnormal state.
According to the embodiment of the invention, the risk assessment is respectively carried out on the operating vehicle and the driver according to the vehicle driving data and the behavior data, so that the vehicle state assessment result and the driver risk assessment result are obtained, and the safety risk assessment result is accurately determined by combining the vehicle state assessment result and the driver risk assessment result, so that an effective operating vehicle safety management data basis is provided for traffic transportation departments and road transportation enterprises.
In one embodiment of the present invention, after generating the security risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data, the method further includes:
the safety risk assessment result of the operating vehicle, the vehicle driving data and the enterprise to which the operating vehicle belongs are stored in an associated mode; based on security risk assessment results and vehicle driving data corresponding to all operating vehicles in a target enterprise, performing risk assessment on the target enterprise to obtain enterprise risk assessment results of the target enterprise; and performing risk supervision on the target enterprise based on the enterprise risk assessment result.
Specifically, the safety risk assessment results of all the operating vehicles under the target enterprises, the vehicle driving data and the affiliated enterprises are stored in an associated mode, the enterprises are taken as main bodies, the safety risk assessment results of all the operating vehicles under the target enterprises and the vehicle driving data are obtained, further, the risk level of the target enterprises is assessed based on the safety risk assessment results of all the operating vehicles of the target enterprises and the vehicle driving data, the enterprise risk assessment results corresponding to the target enterprises are obtained, and accordingly risk supervision is conducted on the target enterprises according to the enterprise risk assessment results.
After the safety risk assessment result of the operating vehicle, the vehicle driving data and the enterprise to which the operating vehicle belongs are stored in an associated mode, the method further comprises the following steps:
determining the industry to which the commercial vehicle belongs based on the vehicle type of the commercial vehicle; based on security risk assessment results and vehicle driving data corresponding to all operating vehicles in the industry, carrying out risk assessment on the industry to obtain an industry risk level; and performing risk supervision on the industry based on the industry risk level.
Specifically, in the process of storing the safety risk assessment result of the operating vehicle, the vehicle driving data and the affiliated enterprises in an associated manner, the basic data of the operating vehicle are required to be associated, the basic data include, but are not limited to, the vehicle type of the operating vehicle, the license plate number vehicle ID tag and the vehicle color information, further the affiliated industry of the operating vehicle is determined based on the vehicle type of the operating vehicle, the industry comprises a tourist bus industry, a passenger car industry, a petroleum liquefied gas transportation vehicle industry and the like, further, the risk assessment is carried out on the industry based on the safety risk assessment result and the vehicle driving data corresponding to all the operating vehicles in the industry, the industry risk grade corresponding to the industry is obtained, and further the industry is carried out on the risk supervision based on the industry risk grade. It can be understood that for industries with higher industry risk grades, whether behaviors with major potential safety hazards exist or not is investigated, and risk behaviors are examined one by one; for industries with general industry risk grades, safety training is timely carried out, and risk behaviors are comprehensively avoided.
According to the method and the system for monitoring the risk of the road transportation, the risk assessment is carried out on enterprises and industries, so that the risk supervision is carried out on the enterprises and industries according to the risk assessment results of the enterprises and the risk assessment results of the industries, effective operation vehicle safety management data basis is provided for transportation authorities and road transportation enterprises, and risk prevention, control and hidden danger management of the road transportation safety are comprehensively enhanced.
In one embodiment of the present invention, before the acquiring the vehicle driving data of the operating vehicle and the behavior data of the driver, the method further includes:
acquiring road information corresponding to a running route of the operating vehicle; performing risk assessment on the driving route based on the road information to obtain a road risk assessment result; and displaying the road risk assessment result corresponding to the driving route.
It should be noted that, the driving route corresponding to the operating vehicle may be generated according to the origin information and the destination information in the electronic waybill data of the operating vehicle, where the road information includes information such as a road intersection, a road surface condition, whether an accident occurs, a vehicle parking time on a road, a weather condition, and a road gradient, the road information may be obtained by analyzing a video captured by a camera on the road, and further, based on the road information, risk assessment is performed on each road section in the driving route to obtain a road risk assessment result corresponding to each road section, so as to display a road risk assessment result corresponding to each road section in the driving route, and optionally, the road risk assessment result corresponding to each road section may be displayed on a sign or an electronic display screen on the road to remind the vehicle on the road.
According to the embodiment of the invention, the risk assessment is carried out on each road section in the driving route according to the road information, and the road risk assessment result corresponding to the driving route is displayed, so that the road condition of the current area is reminded to the operating vehicle in advance, the risk prevention and control of the road transportation safety are comprehensively enhanced, and the potential safety hazard is effectively reduced.
In one embodiment of the present invention, after the association storing the security risk assessment result of the operating vehicle, the driving data of the vehicle, and the enterprise, the method further includes:
generating running track information corresponding to the commercial vehicle based on the vehicle positioning position and positioning time of the commercial vehicle in the driving process; and storing the running track information corresponding to the operating vehicle for an administrator to check.
Specifically, in the current operation task, based on all the vehicle positioning positions and positioning time of the operation vehicle in the driving process, the vehicle positioning positions are associated according to the sequence of the positioning time to form the driving track information corresponding to the operation vehicle, and the driving track information is stored for an administrator to check. More specifically: the information to be queried, which can be input by a manager according to the requirement, can comprise basic data of a vehicle to be queried, and can also comprise information of enterprises or industries to be queried, such as enterprise names, industry names and the like, so that a query request is generated based on the information to be queried, and thus, driving track information corresponding to the information to be queried is displayed, and information such as vehicle driving data, vehicle basic information, driving videos shot by a road camera and the like in the driving track information can be displayed in detail.
The vehicle safety supervision method device provided by the invention is described below, and the vehicle safety supervision method device described below and the vehicle safety supervision method described above can be referred to correspondingly.
Fig. 2 is a schematic structural diagram of a vehicle safety supervision method apparatus provided by the present invention, and as shown in fig. 2, the vehicle safety supervision method apparatus according to an embodiment of the present invention includes:
an acquisition module 21 for acquiring vehicle driving data of the commercial vehicle and behavior data of a driver;
a generating module 22, configured to generate a security risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data;
and the supervision module 23 is configured to perform risk supervision on the operating vehicle based on the security risk assessment result.
The generating module 22 is further configured to:
based on the vehicle driving data, performing risk assessment on the vehicle state of the operating vehicle to obtain a vehicle state assessment result;
performing risk assessment on the driving behaviors of the driver based on the behavior data to obtain a driver risk assessment result;
and generating the safety risk assessment result based on the driver risk assessment result and the vehicle state assessment result.
The generating module 22 is further configured to:
the security risk assessment result comprises first alarm information and second alarm information;
if the driver risk assessment result is a dangerous driving assessment result, generating the first warning information;
and if the vehicle state evaluation result is the vehicle abnormal state evaluation result, generating the second alarm information.
The vehicle safety supervision method device further comprises the following steps:
acquiring road information corresponding to a running route of the operating vehicle;
performing risk assessment on the driving route based on the road information to obtain a road risk assessment result;
and displaying the road risk assessment result corresponding to the driving route.
The vehicle safety supervision method device further comprises the following steps:
the safety risk assessment result of the operating vehicle, the vehicle driving data and the enterprise to which the operating vehicle belongs are stored in an associated mode;
based on security risk assessment results and vehicle driving data corresponding to all operating vehicles in a target enterprise, performing risk assessment on the target enterprise to obtain enterprise risk assessment results of the target enterprise;
and performing risk supervision on the target enterprise based on the enterprise risk assessment result.
The vehicle safety supervision method device further comprises the following steps:
determining the industry to which the commercial vehicle belongs based on the vehicle type of the commercial vehicle;
based on security risk assessment results and vehicle driving data corresponding to all operating vehicles in the industry, carrying out risk assessment on the industry to obtain an industry risk level;
and performing risk supervision on the industry based on the industry risk level.
The vehicle safety supervision method device further comprises the following steps:
the vehicle driving data at least comprises a vehicle positioning position and positioning time;
generating running track information corresponding to the commercial vehicle based on the vehicle positioning position and positioning time of the commercial vehicle in the driving process;
and storing the running track information corresponding to the operating vehicle for an administrator to check.
It should be noted that, the above device provided in the embodiment of the present invention can implement all the method steps implemented in the method embodiment and achieve the same technical effects, and detailed descriptions of the same parts and beneficial effects as those of the method embodiment in the embodiment are omitted.
Fig. 3 is a schematic structural diagram of an electronic device provided by the present invention, and as shown in fig. 3, the electronic device may include: processor 310, memory 320, communication interface (Communications Interface) 330 and communication bus 340, wherein processor 310, memory 320, and communication interface 330 communicate with each other via communication bus 340. The processor 310 may invoke logic instructions in the memory 320 to perform a vehicle safety supervision method comprising: acquiring vehicle driving data of an operating vehicle and behavior data of a driver; generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data; and performing risk supervision on the operating vehicle based on the safety risk assessment result.
Further, the logic instructions in the memory 320 described above may be implemented in the form of software functional units and may be stored in a computer readable storage medium when sold or used as a stand alone product. Based on this understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, comprising several instructions for causing a computer device (which may be a personal computer, a server, a network device, etc.) to perform all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
In yet another aspect, the present invention also provides a non-transitory computer readable storage medium having stored thereon a computer program which, when executed by a processor, is implemented to perform the vehicle safety supervision method provided by the above methods, the method comprising: acquiring vehicle driving data of an operating vehicle and behavior data of a driver; generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data; and performing risk supervision on the operating vehicle based on the safety risk assessment result.
In another aspect, the present invention also provides a computer program product comprising a computer program, the computer program being storable on a non-transitory computer readable storage medium, the computer program, when executed by a processor, being capable of performing the vehicle safety supervision method provided by the methods above, the method comprising: acquiring vehicle driving data of an operating vehicle and behavior data of a driver; generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data; and performing risk supervision on the operating vehicle based on the safety risk assessment result.
The apparatus embodiments described above are merely illustrative, wherein the elements illustrated as separate elements may or may not be physically separate, and the elements shown as elements may or may not be physical elements, may be located in one place, or may be distributed over a plurality of network elements. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment. Those of ordinary skill in the art will understand and implement the present invention without undue burden.
From the above description of the embodiments, it will be apparent to those skilled in the art that the embodiments may be implemented by means of software plus necessary general hardware platforms, or of course may be implemented by means of hardware. Based on this understanding, the foregoing technical solution may be embodied essentially or in a part contributing to the prior art in the form of a software product, which may be stored in a computer readable storage medium, such as ROM/RAM, a magnetic disk, an optical disk, etc., including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute the method described in the respective embodiments or some parts of the embodiments.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and are not limiting; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims (10)
1. A vehicle safety supervision method, comprising:
acquiring vehicle driving data of an operating vehicle and behavior data of a driver;
generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data;
and performing risk supervision on the operating vehicle based on the safety risk assessment result.
2. The vehicle safety supervision method according to claim 1, wherein the generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data includes:
based on the vehicle driving data, performing risk assessment on the vehicle state of the operating vehicle to obtain a vehicle state assessment result;
performing risk assessment on the driving behaviors of the driver based on the behavior data to obtain a driver risk assessment result;
and generating the safety risk assessment result based on the driver risk assessment result and the vehicle state assessment result.
3. The vehicle safety supervision method according to claim 2, wherein the safety risk assessment result includes first warning information and second warning information; the generating the security risk assessment result based on the driver risk assessment result and the vehicle state assessment result includes:
if the driver risk assessment result is a dangerous driving assessment result, generating the first warning information;
and if the vehicle state evaluation result is the vehicle abnormal state evaluation result, generating the second alarm information.
4. The vehicle safety supervision method according to claim 1, further comprising, before the acquiring the vehicle driving data of the commercial vehicle and the behavior data of the driver:
acquiring road information corresponding to a running route of the operating vehicle;
performing risk assessment on the driving route based on the road information to obtain a road risk assessment result;
and displaying the road risk assessment result corresponding to the driving route.
5. The vehicle safety supervision method according to claim 1, wherein after the generating the safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data, further comprising:
the safety risk assessment result of the operating vehicle, the vehicle driving data and the enterprise to which the operating vehicle belongs are stored in an associated mode;
based on security risk assessment results and vehicle driving data corresponding to all operating vehicles in a target enterprise, performing risk assessment on the target enterprise to obtain enterprise risk assessment results of the target enterprise;
and performing risk supervision on the target enterprise based on the enterprise risk assessment result.
6. The method for vehicle safety supervision according to claim 5, further comprising, after the step of storing the safety risk assessment result of the commercial vehicle, the vehicle driving data, and the business to which the commercial vehicle belongs in association with each other:
determining the industry to which the commercial vehicle belongs based on the vehicle type of the commercial vehicle;
based on security risk assessment results and vehicle driving data corresponding to all operating vehicles in the industry, carrying out risk assessment on the industry to obtain an industry risk level;
and performing risk supervision on the industry based on the industry risk level.
7. The vehicle safety supervision method according to claim 5, wherein the vehicle driving data includes at least a vehicle positioning position and a positioning time;
after the safety risk assessment result of the operating vehicle, the vehicle driving data and the enterprise to which the operating vehicle belongs are stored in an associated mode, the method further comprises the following steps:
generating running track information corresponding to the commercial vehicle based on the vehicle positioning position and positioning time of the commercial vehicle in the driving process;
and storing the running track information corresponding to the operating vehicle for an administrator to check.
8. A vehicle safety supervision method apparatus, characterized by comprising:
the acquisition module is used for acquiring vehicle driving data of the commercial vehicle and behavior data of a driver;
the generation module is used for generating a safety risk assessment result of the operating vehicle based on the vehicle driving data and the behavior data;
and the monitoring module is used for monitoring the risk of the operating vehicle based on the safety risk assessment result.
9. An electronic device comprising a memory, a processor and a computer program stored on the memory and running on the processor, wherein the processor implements the vehicle safety supervision method according to any one of claims 1 to 7 when the program is executed by the processor.
10. A non-transitory computer readable storage medium having stored thereon a computer program, wherein the computer program when executed by a processor implements the vehicle safety supervision method according to any one of claims 1 to 7.
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| CN202310085804.5A CN116341897A (en) | 2023-01-31 | 2023-01-31 | Vehicle safety supervision method, device, equipment and storage medium |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117649213A (en) * | 2024-01-30 | 2024-03-05 | 四川宽窄智慧物流有限责任公司 | Front-end management method and system for transportation safety |
| CN118096005A (en) * | 2024-04-23 | 2024-05-28 | 江西交通职业技术学院 | Method, device and system for safety supervision of express delivery electric tricycle |
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2023
- 2023-01-31 CN CN202310085804.5A patent/CN116341897A/en active Pending
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117649213A (en) * | 2024-01-30 | 2024-03-05 | 四川宽窄智慧物流有限责任公司 | Front-end management method and system for transportation safety |
| CN117649213B (en) * | 2024-01-30 | 2024-04-19 | 四川宽窄智慧物流有限责任公司 | Front-end management method and system for transportation safety |
| CN118096005A (en) * | 2024-04-23 | 2024-05-28 | 江西交通职业技术学院 | Method, device and system for safety supervision of express delivery electric tricycle |
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