CN115907595A - Freight vehicle operation compliance monitoring method and device and electronic equipment - Google Patents
Freight vehicle operation compliance monitoring method and device and electronic equipment Download PDFInfo
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Abstract
The invention provides a freight vehicle operation compliance monitoring method, a device and electronic equipment, wherein the method comprises the following steps: determining a vehicle to be monitored, and acquiring original data of vehicle transportation; performing data modeling based on position information and supervision rules in the transportation process of a vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position; and evaluating the vehicle compliance based on a compliance evaluation system to obtain a compliance score of the waybill. Whether the vehicle is in compliance during transportation can be judged according to the actual conditions of different freight vehicles, and the efficiency and the safety of vehicle transportation are improved.
Description
Technical Field
The invention relates to the technical field of network freight supervision, in particular to a method and a device for monitoring the operation compliance of a freight vehicle and electronic equipment.
Background
The logistics industry is being changed by information-based systems, and the on-the-way situation of goods and vehicles can be seen by customers on electronic equipment terminals instead of manual monitoring in traditional on-the-spot distribution. However, in the prior art, the current transportation track query information and the historical information of the carrier vehicle cannot be comprehensively used, the rapid back check, verification and monitoring of the vehicle operation behavior compliance can be realized, and the monitoring contents comprise the consistency of the vehicle qualification and the cargo type, the authenticity and the timeliness of the vehicle qualification and the abnormal operation characteristics of the vehicle space and time. In addition, the original data acquisition is complicated, so the data acquisition can have a certain influence on the service. Aiming at the problem that a method for checking the compliance of the waybill is lacked in the related art, an effective solution is not provided at present.
Disclosure of Invention
The embodiment of the invention at least provides a freight vehicle operation compliance monitoring method, a device and electronic equipment, which can judge whether a vehicle is in compliance during transportation according to the actual conditions of different freight vehicles, thereby improving the efficiency and safety of vehicle transportation.
The embodiment of the invention provides a freight vehicle operation compliance monitoring method, which comprises the following steps:
determining a vehicle to be monitored, and acquiring original data of vehicle transportation;
carrying out data modeling based on the position information and the supervision rule in the transportation process of the vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position;
and evaluating the vehicle compliance based on the compliance evaluation system to obtain the compliance score of the waybill of the vehicle to be monitored.
In an alternative embodiment, the vehicle transportation raw data includes:
the method comprises the following steps of (1) waybill attribute, authenticity and timeliness of vehicle qualification, consistency of the vehicle qualification and vehicle transportation goods and abnormal vehicle space-time operation characteristics.
In an alternative embodiment, evaluating vehicle compliance based on the compliance evaluation system, and obtaining the compliance score for the waybill includes:
determining whether the vehicle qualification is real and effective according to a supervision rule, and judging whether the vehicle qualification has the driving qualification;
judging whether the goods transported by the vehicle meet the qualification of the vehicle according to a supervision rule;
and judging the vehicle time-space abnormal operation characteristics according to a supervision rule.
In an optional embodiment, evaluating vehicle compliance based on the compliance evaluation system to obtain a compliance score of the waybill, further includes:
recording a plurality of places passed by the vehicle to be monitored;
determining a toll location, a time to enter the toll location, and a time to exit from the plurality of locations;
and obtaining a compliance score of the waybill based on the vehicle evaluation historical condition and the supervision rule.
In an optional implementation mode, after the historical waybill amount of the vehicle to be monitored reaches a preset threshold value, the vehicle to be monitored is not evaluated.
The embodiment of the invention also provides a freight vehicle operation compliance monitoring device, which comprises:
the system comprises an acquisition module, a monitoring module and a monitoring module, wherein the acquisition module is used for determining a vehicle to be monitored and acquiring vehicle transportation original data;
the modeling module is used for carrying out data modeling based on the position information and the supervision rule in the transportation process of the vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position;
and the evaluation module is used for evaluating the vehicle compliance based on the compliance evaluation system to obtain the compliance score of the waybill of the vehicle to be monitored.
In an optional implementation manner, the evaluation module is specifically configured to:
recording a plurality of places passed by the vehicle to be monitored;
determining a toll collection place, a time to enter the toll collection place, and a time to exit from among the plurality of places;
and obtaining a compliance score of the waybill based on the vehicle evaluation historical condition and the supervision rule.
An embodiment of the present invention further provides an electronic device, including: a processor, a memory and a bus, the memory storing machine readable instructions executable by the processor, the processor and the memory communicating via the bus when the electronic device is operating, the machine readable instructions when executed by the processor performing the steps of the above positioning detection method, or any possible implementation of the above freight vehicle operation compliance monitoring method.
An embodiment of the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and the computer program is executed by a processor to perform the steps in any one of the possible implementation manners of the positioning detection method or the freight vehicle operation compliance monitoring method.
Embodiments of the present invention further provide a computer program product, which includes a computer program/instruction, and the computer program and the instruction, when executed by a processor, implement the steps in any one of the possible implementation manners of the positioning detection method or the freight vehicle operation compliance monitoring method.
The embodiment of the invention provides a freight vehicle operation compliance monitoring method, a device and electronic equipment, wherein the method comprises the following steps: determining a vehicle to be monitored, and acquiring original data of vehicle transportation; performing data modeling based on position information and supervision rules in the transportation process of a vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position; and evaluating the vehicle compliance based on a compliance evaluation system to obtain a compliance score of the waybill. Whether the vehicle is in compliance during transportation can be judged according to the actual conditions of different freight vehicles, and the efficiency and the safety of vehicle transportation are improved.
In order to make the aforementioned and other objects, features and advantages of the present invention comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the embodiments will be briefly described below, and the drawings herein incorporated in and forming a part of the specification illustrate embodiments consistent with the present invention and, together with the description, serve to explain the technical solutions of the present invention. It is to be understood that the following drawings illustrate only certain embodiments of this invention and are therefore not to be considered limiting of its scope, for those skilled in the art to which it pertains without inventive faculty, and that other related drawings may be derived therefrom.
FIG. 1 illustrates a flow chart of a freight vehicle operation compliance monitoring method provided by an embodiment of the present invention;
FIG. 2 is a schematic diagram of a freight vehicle operation compliance monitoring device provided by an embodiment of the present invention;
fig. 3 shows a schematic diagram of an electronic device provided in an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. The components of embodiments of the present invention generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present invention, as presented in the figures, is not intended to limit the scope of the invention, as claimed, but is merely representative of selected embodiments of the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments of the present invention without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined or explained in subsequent figures.
The term "and/or" herein merely describes an associative relationship, meaning that three relationships may exist, e.g., a and/or B, may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the term "at least one" herein means any one of a plurality or any combination of at least two of a plurality, for example, including at least one of a, B, and C, and may mean including any one or more elements selected from the group consisting of a, B, and C.
Research shows that in the prior art, the current transportation track query information and the historical information of the carrier vehicle cannot be comprehensively used to realize the rapid back-check, check and monitoring of the compliance of the vehicle operation behavior, and the monitoring contents comprise the consistency of the vehicle qualification and the cargo type, the authenticity and the timeliness of the vehicle qualification and the abnormal operation characteristics of the vehicle space and time. In addition, the original data acquisition is complicated, so the data acquisition can have a certain influence on the service. Aiming at the problem that a method for checking the compliance of the waybill is lacked in the related art, an effective solution is not provided at present.
Based on the research, the invention provides a method and a device for monitoring the operation compliance of freight vehicles and electronic equipment, which can judge whether the vehicles are in compliance during transportation according to the actual conditions of different freight vehicles, thereby improving the efficiency and the safety of vehicle transportation.
To facilitate understanding of the present embodiment, first, a freight vehicle operation compliance monitoring method disclosed in an embodiment of the present invention is described in detail, where an execution subject of the freight vehicle operation compliance monitoring method provided in an embodiment of the present invention is generally a computer device with certain computing capability, and the computer device includes, for example: a terminal device, which may be a User Equipment (UE), a mobile device, a User terminal, a cellular phone, a cordless phone, a Personal Digital Assistant (PDA), a handheld device, a computing device, a vehicle mounted device, a wearable device, or a server or other processing device. In some possible implementations, the freight vehicle operation compliance monitoring method may be implemented by a processor invoking computer readable instructions stored in a memory.
Referring to fig. 1, a flowchart of a method for monitoring the operation compliance of a freight vehicle according to an embodiment of the present invention is shown, where the method includes steps S101 to S103, where:
and S101, determining a vehicle to be monitored, and acquiring original data of vehicle transportation.
Step S102, carrying out data modeling based on position information and supervision rules in the transportation process of a vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position;
and S103, evaluating the vehicle compliance based on a compliance evaluation system to obtain a compliance score of the waybill of the vehicle to be monitored.
Optionally, the vehicle transportation raw data includes:
the method comprises the following steps of (1) waybill attribute, authenticity and timeliness of vehicle qualification, consistency of the vehicle qualification and vehicle transportation goods and abnormal vehicle space-time operation characteristics.
Specifically, the vehicle to be monitored in the embodiment of the invention is a vehicle for transporting goods, the vehicle needs to have vehicle transportation qualification, the vehicle without qualification does not perform compliance monitoring, and in addition, the original data of the vehicle is a part which is determined before the vehicle departs.
The embodiment of the invention carries out the next method steps after determining the property of the waybill, the authenticity and timeliness of the vehicle qualification, the consistency of the vehicle qualification and the vehicle transportation goods and the abnormal operation characteristics of the vehicle space and time. For space-time abnormal operation characteristic monitoring, a starting place coordinate and an ending place coordinate corresponding to an operation bill and vectors of places where the operation bill passes are determined by establishing an operation bill set, an operation time set and an ETC charging vector set (passing places such as district or city information including place names and place center longitude and latitude), and data modeling is performed.
Identifying a set of rule functions theta by a characteristic of abnormal driving behavior of a carrier vehicle c ＝{θ c 1 ,θ c 2 ,...,θ c k }; set of constraint conditions δ for the rationality of the carrier vehicle c ＝{δ c 1 ,δ c 2 ,...δ c m }; carrier vehicle compliance assessment history vector E c ＝{e c 1 ,e c 2 ,...,e c u }. Establishing a space-time abnormal operation characteristic formula:
Ab_Truck(A,t)>λ c (E c )
wherein Ab _ Truck (A, t) is a test value of space-time abnormal driving behavior characteristics in a given vehicle A and a query time range, lambda c (E c ) Is composed ofThe initial value can be set to 0.6 according to the system supervision rule and the inspection passing standard threshold function set by the A compliance evaluation historical condition, and the optimization target is updated iteratively according to the supervision system; ab _ Truck (A, t) is defined with reference to the following formula:
Ab_Truck(A，t)＝(∑ g∈[1，n] Truck_Evaluate(g))/n (2)
wherein Truck _ Evaluate (g) is an evaluation score of space-time abnormal driving behavior characteristics of an operating vehicle waybill g, and is obtained by referring to the following formula:
wherein
Identification of rule function for spatio-temporal abnormal driving behavior characteristics>
Weight in the evaluation value. The abnormal driving behavior characteristic identification rule function of the courier vehicle can comprise a courier vehicle business reality judging function based on multi-source data, such as vehicle track space-time repetition, fictitious vehicle track and the like.
According to the freight vehicle operation compliance monitoring method provided by the embodiment of the invention, original vehicle transportation data is obtained by determining the vehicle to be monitored; performing data modeling based on position information and supervision rules in the transportation process of a vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position; the vehicle compliance is evaluated based on a compliance evaluation system, the compliance score of the freight note is obtained, whether the vehicle is in compliance during transportation can be judged according to the actual conditions of different freight vehicles, and the efficiency and the safety of vehicle transportation are improved.
Optionally, obtaining the compliance score of the waybill includes:
determining whether the vehicle qualification is real and effective according to the supervision rule, and judging whether the vehicle qualification has the driving qualification;
judging whether the goods transported by the vehicle meet the vehicle qualification or not according to the supervision rule;
and judging the space-time abnormal operation characteristics of the vehicle according to the supervision rules.
Optionally, obtaining the compliance score of the waybill further includes:
recording a plurality of places where a vehicle to be monitored passes;
determining a charging place, a time of entering the charging place and a time of exiting from the plurality of places;
and obtaining a compliance score of the waybill based on the vehicle evaluation historical condition and the supervision rule.
In addition, referring to table 1, the waybill attributes in the embodiment of the present invention include the following multiple types:
in addition, the embodiment of the invention also provides a plurality of conditions of the constraint of the rationality of the vehicle:
(1) Constraint condition theta of carrying vehicle operation amount c 1
The annual accumulated operating amount of the carrier vehicles is less than 30 ten thousand yuan by the time of the waybill i, otherwise, the waybill i and the waybill later are not checked.
(2) Constraint condition theta of operation activity of carrier vehicle c 2
The number of the freight carriers accumulated in the year is less than 300 when the freight order is reached, otherwise the freight order i and the freight orders are not checked.
(3) Space-time position constraint theta of carrier vehicle c 3
The spatial distance last _ D (kilometer) from the starting point of the waybill i to the ending point of the waybill (i-1) and the time interval last _ P (hour) meet the following conditions: v 2 last _D/last _ P <120, i.e. it is not possible for the vehicle to pick up the goods from another location in a very short time. The starting point and the ending point of the waybill i, and the ending point of the waybill i and the starting point of the waybill (i + 1) also need to satisfy the constraint condition.
The embodiment of the invention also provides a characteristic identification rule function for abnormal driving behaviors of the carrier vehicle, which comprises the following steps:
(1) Vehicle query passing location verification function theta c 1
The algorithm is as follows:
a. transmitting track checking query information of the waybill i to a national freight vehicle monitoring database (such as a China traffic communication information center), wherein the track checking query information comprises a corresponding license plate, a color, a time range and the like;
b. if the query returns a past location vector q i If the vehicle is empty and the vehicle is recorded in the database, θ c 1 Setting the value to be 0 (namely, the vehicle has no corresponding track information within the inquiry time range of the uploading waybill, and the uploading waybill information is wrong or is a false waybill);
c. if the query returns a past location vector q i If the vehicle is empty and the vehicle is not recorded in the database, θ c 1 Setting the value to be 0, and verifying the track to be invalid;
d. if the query returns a past location vector q i If not, go through q i The place information is displayed in q order if the consignment delivery place and the consignment receiving place are displayed in q order i If verification is successful, θ c 1 Is set to
Otherwise, the verification fails, θ c 1 The value is set to 0.
(2) Vehicle query ETC record verification function theta c 2
The algorithm is as follows:
a. when the track verification is invalid, ETC record verification is carried out, otherwise theta c 2 ＝0；
b. The ETC checking query information of the waybill i is sent to a national road network monitoring database (such as a road network monitoring and emergency disposal center of a transportation department), and comprises a corresponding license plate, a color, a time range and the like;
c. if ETC records vector mu i If the waybill is an empty set, the waybill is not subjected to high speed or is a false waybill and needs to be further verified, theta c 2 Set to 0, ETC verificationInvalid;
d. if ETC records vector mu i If the waybill is not an empty set, the waybill is indicated to pass through high speed;
d-1, inquiring a planned path distance DistA from a starting point district to a finishing point district;
d-2, traversing the ETC position record according to the time sequence, inquiring the distance DistB from the starting point district to the starting point 1 of the ETC record 1 ETC records 1 mileage DistB 2 And by analogy, finally recording the planned path distance DistB from the n terminal point district to the track terminal point district for the ETC k The total mileage distance DistB = ∑ Σ i∈[1，k] DistB i ；
d-3, comparing DistA with DistB if DistB<V 2 dista, verification was successful, θ c 2 Is set to
Otherwise, the verification fails, θ c 2 The value is set to 0;
(3) Vehicle trajectory space-time repetition function theta c 3
The algorithm is as follows:
a. when the track verification and the ETC verification are both invalid, calling the original vehicle track corresponding to the network freight platform waybill i, as shown in the following table 2, a plurality of fields of track points respectively represent track attributes such as longitude, latitude, time, direction, speed, vehicle ID (Identity document) and state.
b. If the waybill i does not have effective uploading track data, theta c 3 Setting to be 0, and verifying to be invalid;
c. if the waybill i has effective uploaded track data, the track repeat verification is carried out by referring to a 'vehicle track repeat verification method based on space-time history comparison', and if the track repeat verification passes, theta is c 3 Set to 1, the verification is successful, otherwise, theta c 3 Set to 0, the verification fails.
(4) Imaginary vehicle track identification function theta c 4 ，θ c 5
The algorithm is as follows:
a. when track verification and ETC verificationThe certificates are invalid, and when the track repeated verification is successful, respectively referring to the patent 'a vehicle track authenticity verification method based on space-time matching analysis', the patent 'a vehicle track authenticity verification method based on space-time characteristic analysis' for supplementary verification, otherwise theta c 4 ，θ c 5 All are set to 0, and the verification is invalid.
b. If the vehicle track authenticity verification method based on space-time matching analysis is passed, theta c 4 Is set to 1, otherwise, theta c 4 Setting to 0;
c. if the vehicle track authenticity check method based on space-time characteristic analysis is passed, theta is detected c 5 Is set to 1, otherwise, theta c 5 Is set to 0.
Checking through a standard threshold function lambda c (E c )
The algorithm is as follows:
a. when E is c When it is empty, i.e. the system has no historical monitoring reference data, lambda c The initialization is set to 0.6, namely the proportion of the abnormal evaluation scores of the waybill in the query range needs to be more than 60 percent.
b. When E is c When the order is not an empty set, calculating the account ratio of the historical abnormal order, and if the account ratio is less than 1%, determining lambda c Still remains 0.6;
c. if the ratio is more than 1% but less than 5%, then lambda is determined c Set to 0.8;
d. if the ratio is more than 5% but less than 10%, λ is c Set to 0.9;
e. if the ratio is more than 10%, then λ c Set to 0.99.
It will be understood by those skilled in the art that in the method of the present invention, the order of writing the steps does not imply a strict order of execution and any limitations on the implementation, and the specific order of execution of the steps should be determined by their function and possible inherent logic.
According to the freight vehicle operation compliance monitoring method provided by the embodiment of the invention, original vehicle transportation data is obtained by determining a vehicle to be monitored; performing data modeling based on position information and supervision rules in the transportation process of a vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position; and evaluating the vehicle compliance based on a compliance evaluation system to obtain a compliance score of the waybill. Whether the vehicle is in compliance during transportation can be judged according to the actual conditions of different freight vehicles, and the efficiency and the safety of vehicle transportation are improved.
Based on the same inventive concept, the embodiment of the invention also provides a freight vehicle operation compliance monitoring device corresponding to the freight vehicle operation compliance monitoring method.
Referring to fig. 2, fig. 2 is a schematic view of a device for monitoring the operation compliance of a freight vehicle according to an embodiment of the present invention. As shown in fig. 2, the freight vehicle operation compliance monitoring device provided by the embodiment of the present invention includes:
the acquisition module 201 is used for determining a vehicle to be monitored and acquiring original data of vehicle transportation;
the modeling module 202 is used for carrying out data modeling based on position information and supervision rules in the transportation process of the vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position;
and the evaluation module 203 is used for evaluating the vehicle compliance based on a compliance evaluation system to obtain a compliance score of the waybill.
The description of the processing flow of each module in the device and the interaction flow between the modules may refer to the related description in the above method embodiments, and will not be described in detail here.
The embodiment of the invention provides a freight vehicle operation compliance monitoring method, a device and electronic equipment, wherein the method comprises the following steps: determining a vehicle to be monitored, and acquiring original data of vehicle transportation; performing data modeling based on position information and supervision rules in the transportation process of a vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position; and evaluating the vehicle compliance based on a compliance evaluation system to obtain a compliance score of the waybill. Whether the vehicle is in compliance during transportation can be judged according to the actual conditions of different freight vehicles, and the efficiency and the safety of vehicle transportation are improved.
Corresponding to the freight vehicle operation compliance monitoring method in fig. 1, an embodiment of the present invention further provides an electronic device 300, as shown in fig. 3, which is a schematic structural diagram of the electronic device 300 provided in the embodiment of the present invention, and includes:
a processor 31, a memory 32, and a bus 33; the storage 32 is used for storing execution instructions and includes a memory 321 and an external storage 322; the memory 321 is also referred to as an internal memory, and is used for temporarily storing the operation data in the processor 31 and the data exchanged with the external memory 322 such as a hard disk, the processor 31 exchanges data with the external memory 322 through the memory 321, and when the electronic device 300 operates, the processor 31 communicates with the memory 32 through the bus 33, so that the processor 31 executes the steps of the freight vehicle operation compliance monitoring method in fig. 1.
Embodiments of the present invention further provide a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the steps of the freight vehicle operation compliance monitoring method in the foregoing method embodiments are executed. The storage medium may be a volatile or non-volatile computer-readable storage medium.
An embodiment of the present invention further provides a computer program product, where the computer program product includes computer instructions, and when the computer instructions are executed by a processor, the steps of the freight vehicle operation compliance monitoring method in the foregoing method embodiment may be executed.
The computer program product may be implemented by hardware, software or a combination thereof. In an alternative embodiment, the computer program product is embodied in a computer storage medium, and in another alternative embodiment, the computer program product is embodied in a Software product, such as a Software Development Kit (SDK), or the like.
It can be clearly understood by those skilled in the art that, for convenience and simplicity of description, the specific working process of the apparatus described above may refer to the corresponding process in the foregoing method embodiment, and details are not described herein again. In the several embodiments provided in the present invention, it should be understood that the disclosed apparatus and method may be implemented in other manners. The above-described apparatus embodiments are merely illustrative, and for example, the division of the units into only one type of logical function may be implemented in other ways, and for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not implemented. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of devices or units through some communication interfaces, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a non-volatile computer-readable storage medium executable by a processor. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
Finally, it should be noted that: the above-mentioned embodiments are only specific embodiments of the present invention, which are used for illustrating the technical solutions of the present invention and not for limiting the same, and the protection scope of the present invention is not limited thereto, although the present invention is described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: those skilled in the art can still make modifications or changes to the embodiments described in the foregoing embodiments, or make equivalent substitutions for some features, within the scope of the disclosure; such modifications, changes or substitutions do not depart from the spirit and scope of the embodiments of the present invention, and they should be construed as being included therein. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. A freight vehicle operation compliance monitoring method, comprising:
determining a vehicle to be monitored, and acquiring original data of vehicle transportation;
performing data modeling based on the position information and the supervision rule of the vehicle to be monitored in the transportation process to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position;
and evaluating the vehicle compliance based on the compliance evaluation system to obtain the compliance score of the waybill of the vehicle to be monitored.
2. The freight vehicle operation compliance monitoring method in accordance with claim 1, wherein the vehicle transportation raw data includes:
the method comprises the following steps of acquiring the freight bill attribute, the authenticity and timeliness of vehicle qualification, the consistency of the vehicle qualification and vehicle transportation goods and the abnormal vehicle time and space operation characteristic.
3. The freight vehicle operation compliance monitoring method of claim 2, wherein the vehicle compliance is assessed based on the compliance assessment system, and obtaining the compliance score of the manifest comprises:
determining whether the vehicle qualification is real and effective according to a supervision rule, and judging whether the vehicle qualification has the driving qualification;
judging whether the goods transported by the vehicle meet the qualification of the vehicle according to a supervision rule;
and judging the vehicle time-space abnormal operation characteristics according to a supervision rule.
4. The freight vehicle operation compliance monitoring method set forth in claim 1, wherein vehicle compliance is assessed based on the compliance assessment system to obtain a compliance score for the waybill, further comprising:
recording a plurality of places passed by the vehicle to be monitored;
determining a toll location, a time to enter the toll location, and a time to exit from the plurality of locations;
and obtaining a compliance score of the waybill based on the vehicle evaluation historical condition and the supervision rule.
5. The freight vehicle operation compliance monitoring method set forth in claim 1, wherein the vehicle to be monitored is not evaluated after the historical waybill amount of the vehicle to be monitored reaches a preset threshold.
6. A freight vehicle operation compliance monitoring device, comprising:
the system comprises an acquisition module, a monitoring module and a monitoring module, wherein the acquisition module is used for determining a vehicle to be monitored and acquiring original data of vehicle transportation;
the modeling module is used for carrying out data modeling based on the position information and the supervision rule in the transportation process of the vehicle to be monitored to obtain a compliance evaluation system; the position information comprises a starting position, an end position and a charging place position;
and the evaluation module is used for evaluating the vehicle compliance based on the compliance evaluation system to obtain the compliance score of the waybill of the vehicle to be monitored.
7. The freight vehicle operation compliance monitoring device of claim 6, wherein the evaluation module is specifically configured to:
recording a plurality of places passed by the vehicle to be monitored;
determining a toll collection place, a time to enter the toll collection place, and a time to exit from among the plurality of places;
and obtaining a compliance score of the waybill based on the vehicle evaluation historical condition and the supervision rule.
8. An electronic device, comprising: a processor, a memory and a bus, the memory storing machine readable instructions executable by the processor, the processor and the memory communicating over the bus when the electronic device is operating, the machine readable instructions when executed by the processor performing the steps of the freight vehicle operation compliance monitoring method as claimed in any one of claims 1 to 5.
9. A computer-readable storage medium, characterized in that a computer program is stored on the computer-readable storage medium, which computer program, when being executed by a processor, performs the steps of the freight vehicle operation compliance monitoring method as claimed in any one of claims 1 to 5.
10. A computer program product comprising computer instructions, wherein the computer instructions, when executed by a processor, implement the steps of the freight vehicle operation compliance monitoring method of any one of claims 1 to 5.
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| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117575427A (en) * | 2024-01-17 | 2024-02-20 | 杭州智诚惠通科技有限公司 | On-site monitoring and verification method, system and medium for large-piece transportation |
| CN117875814A (en) * | 2024-03-13 | 2024-04-12 | 西安科技大学 | Dynamic uploading data-based highway freight vehicle compliance analysis method |
-
2022
- 2022-12-15 CN CN202211626187.7A patent/CN115907595A/en active Pending
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117575427A (en) * | 2024-01-17 | 2024-02-20 | 杭州智诚惠通科技有限公司 | On-site monitoring and verification method, system and medium for large-piece transportation |
| CN117575427B (en) * | 2024-01-17 | 2024-04-19 | 杭州智诚惠通科技有限公司 | On-site monitoring and verification method, system and medium for large-piece transportation |
| CN117875814A (en) * | 2024-03-13 | 2024-04-12 | 西安科技大学 | Dynamic uploading data-based highway freight vehicle compliance analysis method |
| CN117875814B (en) * | 2024-03-13 | 2024-06-04 | 西安科技大学 | Dynamic uploading data-based highway freight vehicle compliance analysis method |
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