CN117011789A - Automobile scale integrated management system and control method thereof - Google Patents
Automobile scale integrated management system and control method thereof Download PDFInfo
- Publication number
- CN117011789A CN117011789A CN202310944550.8A CN202310944550A CN117011789A CN 117011789 A CN117011789 A CN 117011789A CN 202310944550 A CN202310944550 A CN 202310944550A CN 117011789 A CN117011789 A CN 117011789A
- Authority
- CN
- China
- Prior art keywords
- violation
- environment information
- management system
- module
- integrated management
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 36
- 238000001514 detection method Methods 0.000 claims abstract description 116
- 238000004458 analytical method Methods 0.000 claims abstract description 37
- 230000006399 behavior Effects 0.000 claims abstract description 17
- 230000007613 environmental effect Effects 0.000 claims description 121
- 238000007726 management method Methods 0.000 claims description 46
- 230000005540 biological transmission Effects 0.000 claims description 39
- 238000005303 weighing Methods 0.000 claims description 23
- 238000013500 data storage Methods 0.000 claims description 12
- 230000009471 action Effects 0.000 claims description 11
- 238000013135 deep learning Methods 0.000 claims description 8
- 238000007405 data analysis Methods 0.000 claims description 7
- 230000003993 interaction Effects 0.000 claims description 6
- 230000001502 supplementing effect Effects 0.000 claims description 2
- 230000008569 process Effects 0.000 description 11
- 238000012545 processing Methods 0.000 description 7
- 238000004590 computer program Methods 0.000 description 6
- 230000006870 function Effects 0.000 description 5
- 238000012544 monitoring process Methods 0.000 description 5
- 230000000007 visual effect Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 3
- 238000004891 communication Methods 0.000 description 2
- 238000005259 measurement Methods 0.000 description 2
- 239000013589 supplement Substances 0.000 description 2
- 238000012549 training Methods 0.000 description 2
- 206010063385 Intellectualisation Diseases 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000000903 blocking effect Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000001815 facial effect Effects 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012216 screening Methods 0.000 description 1
- 239000007787 solid Substances 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01G—WEIGHING
- G01G19/00—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups
- G01G19/02—Weighing apparatus or methods adapted for special purposes not provided for in the preceding groups for weighing wheeled or rolling bodies, e.g. vehicles
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/59—Context or environment of the image inside of a vehicle, e.g. relating to seat occupancy, driver state or inner lighting conditions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Multimedia (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Medical Informatics (AREA)
- Signal Processing (AREA)
- Computer Networks & Wireless Communication (AREA)
- Computing Systems (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Psychiatry (AREA)
- Social Psychology (AREA)
- Human Computer Interaction (AREA)
- Traffic Control Systems (AREA)
Abstract
The invention belongs to the technical field of metering, and particularly relates to an automobile scale integrated management system and a control method thereof. The invention provides an automobile scale integrated management system, which comprises: the environment information acquisition module is used for acquiring environment information of the wagon balance in real time, carrying out preliminary illegal judgment and generating an illegal detection trigger signal; the violation detection module is used for receiving the environment information and the violation detection trigger signal, carrying out violation analysis on the environment information and outputting a violation judgment result; the control module is used for receiving the environment information and the violation judgment result and transmitting the environment information and the violation judgment result; and the client module is used for receiving the violation determination result and visually displaying the environment information and the violation determination result. The automobile scale integrated management system improves the intelligent degree of the automobile scale integrated management system, and can completely realize unattended operation so as to avoid economic loss caused by illegal behaviors of the vehicle.
Description
Technical Field
The invention belongs to the technical field of metering, and particularly relates to an automobile scale integrated management system and a control method thereof.
Background
The truck scale is also called a wagon balance or a car weighing device, and is a weighing device specially used for weighing a car and the weight of the car.
Currently, with the advancement of technology, automobile balance metering systems gradually realize digitization and automation. Through installing the surveillance camera at the pound room, operating personnel remote monitoring weighbridge's operation observes the action of driver and vehicle, and the pound room automated inspection vehicle is pounded, the vehicle weighs, the vehicle is pounded down. However, the degree of intellectualization of the truck scale metering system in the prior art is lower, on-site unmanned on duty cannot be completely realized in the weighing process, and particularly when weighing is carried out on a plurality of weighbridge positioned at different positions simultaneously, a person who monitors the weighbridge is required to be responsible for real-time monitoring of a plurality of pound houses simultaneously, when the vehicle is in a process of weighing frequently, the person who monitors the weighbridge cannot consider all the weighbridge simultaneously, so that vehicle illegal behaviors still occur, and large economic loss is brought to enterprises.
The present invention has been made in view of the above-described circumstances.
Disclosure of Invention
The invention provides an automobile scale integrated management system and a control method thereof, which are used for solving the technical problems that in the prior art, the intelligent degree of an automobile scale metering system is low, the on-site unattended operation cannot be completely realized in the weighing process, and the economic loss caused by vehicle violations still exists.
A first aspect of the present invention provides an automobile balance integrated management system, including:
the environment information acquisition module is used for acquiring environment information of the wagon balance in real time, carrying out preliminary illegal judgment and generating an illegal detection trigger signal;
the violation detection module is electrically connected with the environment information acquisition module and is used for receiving the environment information and the violation detection trigger signal, carrying out violation analysis on the environment information and outputting a violation judgment result;
the control module is respectively and electrically connected with the environment information acquisition module and the violation detection module, and is used for receiving the environment information and the violation judgment result and transmitting the environment information and the violation judgment result;
and the client module is electrically connected with the control module and used for receiving the violation judgment result and visually displaying the environment information and the violation judgment result.
In some embodiments of the present invention, the environmental information collection module includes a first collector, a second collector, and a first data transmission unit; the first collector is electrically connected with the first data transmission unit and is used for collecting environment information of the wagon balance in real time and transmitting the environment information; the second collector is electrically connected with the first data transmission unit and is used for collecting the environmental information of the wagon balance in real time, carrying out preliminary illegal judgment on the environmental information and generating an illegal detection trigger signal; the first data transmission unit is also electrically connected with the violation detection module and the control module and is used for transmitting a violation detection trigger signal and environment information.
In some embodiments of the present invention, the first collector comprises a plurality of image collection devices, an infrared emitter, and an infrared receiver; the plurality of image acquisition devices are arranged in the top space of the wagon balance and are arranged at intervals along the length direction of the wagon balance, and the image acquisition devices are provided with high-brightness light supplementing lamps; a light curtain is formed between the infrared transmitter and the infrared receiver and is arranged at the edge of the wagon balance.
In some embodiments of the present invention, the control module includes a back-end processor, a second data transmission unit, a network video recorder, and a data storage; the second data transmission unit is electrically connected with the first data transmission unit and the client module and is used for data remote interaction; the back-end processor is electrically connected with the second data transmission unit and is used for acquiring the rule violation judgment result and generating a rule violation detection trigger signal; the data storage is electrically connected with the back-end processor, is configured with a relational database and a distributed database, the relational database is used for storing violation judgment results and vehicle data in the environment information, and the distributed database is used for storing image data in the environment information; the network video recorder is electrically connected with the back-end processor, and is used for receiving, storing and managing the image data transmitted from the outside and sending the image data to the back-end processor.
In some embodiments of the present invention, the violation detection module includes an algorithm server configured with a GPU server cluster for performing a deep learning algorithm, and performing violation detection based on a preset violation detection task; and/or the client module at least comprises a display unit, a file account unit, an alarm unit and a data analysis unit.
The second aspect of the present invention provides a control method of an automobile balance integrated management system, comprising:
collecting environment information of a wagon balance, and generating a violation detection trigger signal based on the environment information;
carrying out violation analysis based on the environmental information, judging whether the violation exists, and outputting a violation judgment result;
and generating an early warning prompt according to the violation judgment result.
In some embodiments of the present invention, collecting environmental information of a wagon balance includes: collecting image data and light curtain data around the wagon balance, and performing preliminary violation judgment on the image data and the light curtain data; and when the primary rule violation judgment is that the rule violation exists, generating a rule violation detection trigger signal.
In some embodiments of the present invention, performing violation analysis based on the environmental information, determining whether there is a violation, and outputting a violation determination result includes: receiving a violation detection trigger signal and executing a violation detection service; carrying out violation analysis based on the environmental information, and judging whether the violation exists or not; and outputting a violation judging result when the violation is judged to exist.
In some embodiments of the present invention, performing the violation analysis based on the environmental information, determining whether there is a violation includes: based on the environmental information, whether the vehicle is completely weighed or not is analyzed, and when the vehicle is not completely weighed, the illegal action is judged to exist; and/or based on the environmental information, acquiring a driver's cabin personnel number value N when the vehicle is in a pound state, detecting a personnel number value M of the vehicle from the driver's cabin after the vehicle is stopped, and judging that the illegal behavior exists when M is not equal to N; and/or based on the environmental information, acquiring the number of personnel in the cab when the vehicle is metered, and judging that the illegal action exists when the personnel exist in the cab.
In some embodiments of the present invention, performing the violation analysis based on the environmental information, determining whether there is a violation further includes: when the weighing is performed for the first time, acquiring a personnel number value M1 of a person getting off from a cab after the vehicle stops; and when the vehicle is weighed for the second time, acquiring the number value M2 of the personnel getting off from the cab after the vehicle is stopped, and judging that the illegal action exists when M1 is not equal to M2.
A third aspect of the invention provides an electronic device comprising one or more processors and a memory; one or more programs are stored in the memory and configured to be executed by the one or more processors, the one or more programs configured to perform the control method of the truck scale integrated management system described above.
A fourth aspect of the present invention provides a computer-readable storage medium having program code stored therein, wherein the control method of the truck scale integrated management system described above is executed when the program code is executed.
In summary, the automobile scale integrated management system and the control method thereof provided by the invention have at least the following beneficial effects compared with the prior art:
the invention provides an automobile balance integrated management system which comprises an environment information acquisition module, a violation detection module, a control module and a client module; the environment information acquisition module can acquire environment information around the wagon balance in real time, so as to perform preliminary judgment on whether the illegal behaviors exist in the weighing process, trigger the illegal detection triggering signal after the preliminary judgment on the illegal behaviors, trigger the illegal detection module to perform illegal detection, perform preliminary judgment on the illegal behaviors through the design of the environment information acquisition module, filter the environment information when the wagon balance is set in a large quantity, greatly reduce the operation load of the illegal detection module and improve the processing efficiency of the illegal detection module; the violation detection module is electrically connected with the environment information acquisition module, can receive the environment information and the violation detection trigger signal, analyzes the environment information in a violation manner, and outputs a violation judgment result, and is used as a core module for judging vehicle violations by the system, and can receive the environment information provided by the environment information acquisition module and the environment information transmitted by the control module so as to conveniently realize personalized violation judgment requirements; the control module is respectively and electrically connected with the environment information acquisition module and the violation detection module so as to receive the environment information and the violation judgment result, and transmit the environment information and the violation judgment result, thereby ensuring the timeliness and the accuracy of the environment information and the violation judgment result; the client module is electrically connected with the control module, can receive the violation determination result, and can carry out visual display on the environmental information and the violation determination result, so that related personnel can monitor the states of the vehicle and the goods in real time remotely, acquire the violation determination result in time, and carry out necessary processing and decision making.
The automobile balance integrated management system provided by the invention can monitor and judge the vehicle in real time in the weighing process, and provide remote visual telephone monitoring function for related personnel, thereby improving the intelligent degree of the automobile balance integrated management system, realizing the complete unattended operation in the weighing process, and avoiding economic loss caused by vehicle violations to enterprises.
Other advantages and features of the truck scale integrated management system and the control method thereof provided by the invention will be further described in the following detailed description.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are needed in the description of the embodiments or the prior art will be briefly described, it being obvious that the drawings in the description below are some embodiments of the invention and that other drawings can be obtained from them without inventive effort for a person skilled in the art.
Fig. 1 is a schematic structural diagram of an integrated truck scale management system according to an embodiment of the present invention;
fig. 2 is a schematic layout diagram of an environmental information collection module according to an embodiment of the present invention;
FIG. 3 is a flowchart of a control method of the truck scale integrated management system according to an embodiment of the present invention;
fig. 4 is a schematic block diagram of an electronic device according to an embodiment of the present invention.
The reference numerals are as follows:
100. an automobile scale integrated management system;
110. an environmental information acquisition module; 111. a first collector; 1111. an image acquisition device; 1112. an infrared emitter; 1113. an infrared receiver; 1114. a light curtain; 1115. a diffuse reflection grating; 112. a second collector; 113. a first data transmission unit;
120. a violation detection module; 121. an algorithm server;
130. a control module; 131. a back-end processor; 132. a second data transmission unit; 133. a network video recorder; 134. a data storage;
140. a client module; 141. a display unit; 142. a file account unit; 143. an alarm unit; 144. a data analysis unit; 145. a sound column;
10. a wagon balance;
200. an electronic device; 201. a processor; 202. a memory.
Detailed Description
To further clarify the above and other features and advantages of the present invention, a further description of the invention will be rendered by reference to the appended drawings. It should be understood that the specific embodiments described herein are for illustrative purposes only and are not limiting, as to those skilled in the art.
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present invention. It will be apparent, however, to one skilled in the art that the specific details need not be employed to practice the present invention. In other instances, well-known steps or operations have not been described in detail in order to avoid obscuring the invention.
It should be noted that, the control method of the truck scale integrated management system 100 provided by the embodiment of the present invention may be executed by the truck scale integrated management system 100 provided by the embodiment of the present invention, and the system may be configured in the electronic device 200.
Referring to fig. 1 to 2, a first aspect of an embodiment of the present invention provides an integrated truck scale management system 100, including:
the environmental information collection module 110 is configured to collect environmental information of the wagon balance 10 in real time, perform preliminary rule violation judgment, and generate a rule violation detection trigger signal;
the violation detection module 120 is electrically connected with the environmental information acquisition module 110, and is configured to receive the environmental information and the violation detection trigger signal, perform violation analysis on the environmental information, and output a violation determination result;
the control module 130 is electrically connected with the environmental information acquisition module 110 and the violation detection module 120, and is used for receiving the environmental information and the violation determination result and transmitting the environmental information and the violation determination result;
The client module 140 is electrically connected to the control module 130, and is configured to receive the violation determination result, and visually display the environmental information and the violation determination result.
It can be understood that in the embodiment, the truck scale integrated management system 100 mainly includes four modules, namely an environmental information acquisition module 110, a violation detection module 120, a control module 130 and a client module 140; the environmental information collection module 110 may be disposed around the weighbridge 10 located at different geographic positions according to the requirements, so as to collect environmental information of the weighbridge 10 in multiple places in real time, the environmental information collection module 110 performs preliminary judgment on the collected environmental information, generates a rule violation detection trigger signal after potential rule violations are detected preliminarily, and sends the rule violation detection trigger signal to the rule violation detection module 120, so as to reduce the operation load of the rule violation detection module 120, and reduce misjudgment on rule violations and improve the accuracy of rule violation detection when the number of the weighbridge 10 rule violations are compatible at the same time.
Further, in this embodiment, the violation detection module 120 is electrically connected to the environmental information module and the control module 130, respectively, so as to receive the environmental information and the violation detection trigger signal, perform violation analysis on the environmental information, and output a violation determination result. It should be understood that the environmental information received by the violation detection module 120 may be the environmental information transmitted by the environmental information module, or may be the environmental information that needs to be subjected to violation analysis and is transmitted by the control module 130; accordingly, the violation detection trigger signal received by the violation detection module 120 may be generated and transmitted by the environmental information module, or may be generated and transmitted by the control module 130, so that the truck scale integrated management system 100 not only can detect the real-time violation of the vehicle in the weighing process in real time, but also can perform violation determination on environmental information required to perform violation analysis according to the needs of the user, so as to improve the intelligentization and generalization degree of the system. The violation detection module 120 receives the environmental information and the violation detection trigger signal, performs violation analysis on the environmental information, and outputs a corresponding violation determination result to the control module 130 based on a preset violation determination rule. Because the environmental information collecting module 110 performs the preliminary rule violation determination on the environmental information collected by the environmental information collecting module, the operation load of the rule violation detecting module 120 is reduced, so that the accuracy of rule violation detection is improved, and the occurrence of erroneous determination is avoided.
It should be noted that, in this embodiment, the environmental information is designed according to the relevant rule of determining the rule of violation, for example, the environmental information may include image data around the wagon balance 10, light blocking data collected by the sensor, and image data inside the vehicle, and the environmental information may be adaptively designed and applied to determine the rule of violation.
Further, the control module 130 in this embodiment is electrically connected to the environmental information collecting module 110, the client module 140 and the violation detecting module 120, respectively, so as to receive environmental information and the violation determination result, and transmit the violation determination result to the client module 140. It can be appreciated that the first aspect of the control module 130 receives the environmental information collected by the environmental information collection module 110, and transmits the environmental information to the client module 140 in real time; the second aspect of the control module 130 receives the rule-breaking determination result output by the rule-breaking detection module 120, and transmits the rule-breaking determination result to the client module 140 in real time; the third aspect of the control module 130 receives the environmental information transmitted by the client module 140 or the external expansion module, generates a violation detection trigger signal, and sends the received environmental information and the violation detection trigger signal to the violation detection module 120 for violation analysis, so as to improve the intelligent degree of the truck scale integrated management system 100, so that the truck scale integrated management system 100 not only can detect the vehicle violation during real-time weighing, but also can detect other violations of environmental data according to requirements, and the universality of the truck scale integrated management system 100 is greatly improved.
Further, the client module 140 is electrically connected to the control module 130, so as to receive the violation determination result and the environmental information transmitted by the control module 130, and visually display the environmental information, so that the supervisor can know the weighing process of the vehicle in real time, and collect corresponding countermeasures for the occurring violation.
In summary, by the truck scale integrated management system 100 provided by the embodiment of the invention, the truck scale integrated management system 100 not only can monitor and judge the rule violations of the vehicles in the weighing process in real time and provide remote visual call monitoring functions for related personnel, but also can analyze rule violations of other environmental information according to requirements, thereby improving the intelligent degree of the truck scale integrated management system 100, completely realizing unmanned on site in the weighing process, and avoiding economic losses brought by rule violations of the vehicles to enterprises.
In some embodiments of the present invention, the environmental information collection module 110 includes a first collector 111, a second collector 112, and a first data transmission unit 113; the first collector 111 is electrically connected to the first data transmission unit 113, and is configured to collect environmental information of the wagon balance 10 in real time, and transmit the environmental information; the second collector 112 is electrically connected to the first data transmission unit 113, and is configured to collect environmental information of the wagon balance 10 in real time, perform preliminary rule violation judgment on the environmental information, and generate a rule violation detection trigger signal; the first data transmission unit 113 is further electrically connected to the violation detection module 120 and the control module 130, and is configured to transmit a violation detection trigger signal and environmental information.
It can be understood that, in this embodiment, the environmental information collection module 110 may be disposed at the wagon balance 10 at different geographic positions according to the collection requirements, where the environmental information collection module 110 includes a first collector 111, a second collector 112, and a first data transmission unit 113, the first collector 111 is electrically connected to the first data transmission unit 113, and the first collector 111 is configured to collect environmental information of the wagon balance 10 in real time, so as to transmit the environmental information to the client module 140 through the first data transmission unit 113 and the control module 130, so that a supervisory personnel can know the environmental information of the wagon balance 10 in real time, and avoid affecting other modules that need to perform violation analysis, such as the second collector 112; the second collector 112 is electrically connected to the first data transmission unit 113, and the second collector 112 is configured to collect environmental information of the wagon balance 10 in real time, perform preliminary rule breaking determination on the collected environmental information, generate a rule breaking detection trigger signal after the preliminary rule breaking action is determined to be possible, and send the environmental information and the rule breaking detection trigger signal to the rule breaking detection module 120 together through the first data transmission unit 113, so that the rule breaking detection module 120 performs rule breaking analysis on the environmental information. The first data transmission unit 113 is further electrically connected to the violation detection module 120 and the control module 130, so as to implement data interaction between the modules.
It should be understood that, in this embodiment, the first collector 111 and the second collector 112 collect environmental information at the same time, the environmental information collected by the first collector 111 is mainly used for real-time visual display of the client module 140, and the environmental information collected by the second collector 112 is mainly used for transmitting to the violation detection module 120 to perform violation detection; by carrying out shunt transmission on the environmental information, the real-time performance of the environmental information received by the client is effectively improved, and meanwhile, the execution efficiency of the violation analysis of the truck scale integrated management system 100 is optimized.
Referring to fig. 2, in some embodiments of the present invention, the first collector 111 includes a plurality of image collection devices 1111, an infrared transmitter 1112, and an infrared receiver 1113; the plurality of image acquisition devices 1111 are arranged in the top space of the wagon balance 10 and are arranged at intervals along the length direction of the wagon balance 10, and the image acquisition devices 1111 are provided with high-brightness light supplement lamps; a light curtain 1114 is formed between the infrared transmitter 1112 and the infrared receiver 1113, and the light curtain 1114 is provided at the edge of the wagon balance 10.
In the present embodiment, the first collector 111 includes a plurality of image collection devices 1111, an infrared transmitter 1112, and an infrared receiver 1113; the plurality of image acquisition devices 1111 are all arranged in the top space of the wagon balance 10 and are arranged at intervals along the length direction of the wagon balance 10 so as to acquire real-time image data in the weighing process of the vehicle in the up-down direction, and the high-brightness light supplement lamp arranged by the image acquisition device 1111 can improve the quality of the image data acquired by the image acquisition device 1111; the infrared transmitter 1112 and the infrared receiver 1113 are arranged around the wagon balance 10, and a light curtain 1114 is formed between the infrared transmitter 1112 and the infrared receiver 1113 when the wagon balance is in operation, and it can be determined that the wagon is not fully loaded when the wagon blocks the light curtain 1114.
In addition, the image acquisition device 1111 is mainly responsible for acquiring image data such as a 10-position image of the vehicle and the wagon balance, the number of people and facial features in the vehicle cab, license plate data of the vehicle, and the like.
In some embodiments, the image acquisition device 1111 is further disposed in a lateral space of the wagon balance 10 to fit a light curtain 1114 formed by the infrared transmitter 1112 and the infrared receiver 1113, and sense whether two sides of the vehicle are fully weighted, so as to facilitate the violation analysis by the violation detection module 120 and reduce the false positive rate; the image acquisition device 1111 at the forefront of the wagon balance 10 adopts an infrared camera to avoid misjudgment of vehicle personnel caused by the fact that a peep-proof film is attached to the front windshield of the vehicle.
In a preferred embodiment, two sets of infrared emitters 1112 and infrared receivers 1113 are respectively disposed, and each set of infrared emitters 1112 and infrared receivers 1113 is respectively disposed along the length of the wagon balance 10, so as to form a light curtain 1114 at the edge of the wagon balance 10 along the length thereof, so as to detect whether the vehicle wheel is fully loaded; meanwhile, two diffuse reflection gratings 1115 are arranged, and the two diffuse reflection gratings 1115 are respectively arranged on one side of the wagon balance 10 in the front-rear width direction, so that a light curtain 1114 is formed at the edges of the wagon balance 10 in the front-rear width direction, and whether the wagon head or the wagon tail is completely loaded on the wagon balance is detected.
It can be appreciated that the second collector 112 in this embodiment may share the data source of the environmental information with the first collector 111, so as to reduce the number of devices and save costs.
In some embodiments, the control module 130 includes a back-end processor 131, a second data transmission unit 132, a network video recorder 133, and a data storage 134; the second data transmission unit 132 is electrically connected to the first data transmission unit 113 and the client module 140, and is used for data remote interaction; the back-end processor 131 is electrically connected with the second data transmission unit 132, and is used for obtaining the rule violation determination result and generating a rule violation detection trigger signal; the data storage 134 is electrically connected with the back-end processor 131, and the data storage 134 is configured with a relational database for storing the violation determination result and the vehicle data in the environmental information and a distributed database for storing the image data in the environmental information; the network video recorder 133 is electrically connected to the back-end processor 131, and is configured to receive, store and manage image data transmitted from the outside, and send the image data to the back-end processor 131.
In this embodiment, the control module 130 includes a back-end processor 131, a second data transmission unit 132, a network video recorder 133 and a data storage 134; the second data transmission unit 132 is electrically connected with the first data unit and the client module 140, and is responsible for remote interaction of the control module 130 with the data of the environmental information acquisition module 110, the violation detection module 120 and the client module 140; the back-end processor 131 module is electrically connected with the second data transmission unit 132, so as to receive the violation determination result output by the violation detection module 120 and the environmental information acquired by the environmental information acquisition module 110, and perform data processing, analysis and transmission on the violation determination result and the environmental information; the network video recorder 133 is electrically connected with the back-end processor 131 module to receive the environment information transmitted by the outside and realize the compatibility of more external expansion modules, the network video recorder 133 transmits the environment information to the back-end processor 131 module, the back-end processor 131 module generates a violation detection trigger signal, and the environment information and the violation detection trigger signal are transmitted to the violation detection module 120 for violation analysis and output of a violation judgment result; in addition, the data storage 134 is electrically connected to the back-end processor 131, and the data storage 134 is configured with a relational database and a distributed database, where the relational database is used for storing the violation determination result after the classification processing by the back-end processor 131 and the vehicle data in the environmental information, and the distributed database is used for storing the image data in the environmental information, so that the client module 140 can invoke and inquire, and by dividing the data storage into two parts, namely the relational database and the distributed database, the performance and the expandability of the truck scale integrated management system 100 can be improved, and the structured and unstructured storage requirements of the data can be satisfied.
Note that the network video recorder 133 (Network Video Recorder, NVR) in this embodiment is a device for a video monitoring system, which can receive, store, and manage video data from a plurality of cameras through a network.
In some embodiments of the present invention, the violation detection module 120 includes an algorithm server 121, where the algorithm server 121 is configured with a GPU server cluster, and is configured to perform a deep learning algorithm, and perform violation detection based on a preset violation detection task; and/or the client module 140 at least comprises a display unit 141, a file ledger unit 142, an alarm unit 143 and a data analysis unit 144.
In this embodiment, the violation detection module 120 includes an algorithm server 121, where the algorithm server 121 is configured with a GPU server cluster, by designing the violation detection module 120, since the violation detection module 120 uses a deep learning algorithm to perform violation detection, the deep learning algorithm generally needs higher computing resources when processing large-scale data such as images, videos, and the GPU (graphics processor 201) has stronger parallel computing capability, and can provide faster training and deducing speed, by configuring the GPU server cluster, more computing resources can be provided to support large-scale deep learning algorithm tasks, and the server cluster can also provide high-performance computing capability and can be conveniently expanded and managed. On the other hand, the deep learning algorithm model can learn and judge patterns and characteristics of the illegal behaviors through training a large amount of sample data, so that the illegal detection can be accurately carried out. Through preset violation detection task setting, the deep learning algorithm can be guided to pay attention to specific violation behaviors, and the detection accuracy and efficiency are improved.
In addition, the client module 140 in this embodiment at least includes a display unit 141, a file account unit 142, an alarm unit 143, and a data analysis unit 144; the display unit 141 is responsible for visually presenting the violation detection result and the environmental information to the user, the display unit 141 can display a real-time video stream and annotate the detected violation behavior or target object in the video, and the display unit 141 has a user interaction function, such as zooming in, zooming out, switching the viewing angle, etc., so that the user can better observe and analyze the violation condition; the archive ledger unit 142 is used for recording and managing relevant data and information of the violation detection, the archive ledger unit 142 can store time, place, corresponding image data and the like of each detected violation, and the archive ledger unit 142 also provides functions of searching, screening and exporting data, so that a user can conveniently find and manage the violation records. The alarm unit 143 is responsible for sending out an alarm or notice when detecting the rule violation, and can remind related personnel to pay attention to the rule violation through sound, popup window, short message, mail and other modes, and the alarm unit 143 can also set up alarms of different levels, distinguish according to different rule violation types or levels, so that the user can quickly respond and take corresponding measures. The data analysis unit 144 is configured to perform statistics and analysis on the violation detection data, extract valuable information therefrom, and in this embodiment, the data analysis unit 144 may analyze the frequency, time period, place, etc. of the violation, and generate a corresponding report or chart to display the report or chart on the display unit 141.
In a specific embodiment, the sound column 145 may be designed around the wagon balance 10, and the alarm unit 143 of the client module 140 is wirelessly connected with the sound column 145, so that after detecting the illegal action, the vehicle personnel at the site of the wagon balance 10 can be warned, so as to realize the function of warning and prompting the vehicle and personnel at the site of the wagon balance 10.
Referring to fig. 3, a second aspect of the embodiment of the present invention provides a control method of an integrated truck scale management system 100, including:
s10, collecting environment information of the wagon balance 10, and generating a violation detection trigger signal based on the environment information;
s20, carrying out violation analysis based on the environmental information, judging whether a violation exists, and outputting a violation judgment result;
s30, generating an early warning prompt according to the violation judging result.
It can be understood that, in this embodiment, the environmental information of the wagon balance 10 is collected by the environmental information collection module 110, the environmental information collection module 110 generates the violation detection trigger signal based on the environmental information, the violation detection module 120 performs the violation analysis based on the received environmental information by transmitting the environmental information and the violation detection trigger signal to the violation detection module 120, determines whether the violation exists in the environmental information, and outputs a corresponding violation determination result, the control module 130 transmits the violation determination result to the client module 140, and the client module 140 generates the early warning prompt. By the control method of the truck scale integrated management system 100 provided by the embodiment, the intelligent degree of the truck scale integrated management system 100 is greatly improved, so that unattended operation and automatic early warning of the site where the wagon balance 10 is located are completely realized, and economic loss caused by illegal behaviors of the vehicle is avoided.
Further, the collecting the environmental information of the wagon balance 10 in this embodiment includes: collecting image data and light curtain 1114 data around the wagon balance 10, and performing preliminary violation judgment on the image data and the light curtain 1114 data; and when the primary rule violation judgment is that the rule violation exists, generating a rule violation detection trigger signal.
It can be understood that, in this embodiment, the first collector 111 and the second collector 112 in the environmental information collection module 110 collect the image data and the light curtain 1114 data around the wagon balance 10 in real time, the first collector 111 transmits the collected image data in real time through the first data transmission unit 113, and the second collector 112 generates the rule violation detection trigger signal if the rule violation exists in the preliminary judgment after the preliminary judgment is performed on the image data and the light curtain 1114 data, and transmits the image data, the light curtain 1114 data and the rule violation detection trigger signal to the rule violation detection module 120 together for rule violation analysis.
In some optional embodiments of the present invention, performing the violation analysis based on the environmental information, determining whether there is a violation, and outputting a violation determination result includes: receiving a violation detection trigger signal and executing a violation detection service; carrying out violation analysis based on the environmental information, and judging whether the violation exists or not; and outputting a violation judging result when the violation is judged to exist.
In this embodiment, the violation detection module 120 receives the environmental information and the violation detection trigger signal, executes the violation detection service, performs the violation analysis on the environmental information through the algorithm server 121, determines whether there is a violation in the environmental information, and if yes, transmits the violation determination structure to the control module 130 through the first data transmission module.
In some embodiments, the environmental information and the violation detection trigger signal received by the violation detection module 120 are from the second collector 112 of the environmental information collection module 110 or from the control module 130 and the client module 140, so as to improve the universalization degree of the truck scale integrated management system 100.
In some optional embodiments of the present invention, performing the violation analysis based on the environmental information, determining whether there is a violation includes: based on the environmental information, whether the vehicle is completely weighed or not is analyzed, and when the vehicle is not completely weighed, the illegal action is judged to exist; and/or based on the environmental information, acquiring a driver's cabin personnel number value N when the vehicle is in a pound state, detecting a personnel number value M of the vehicle from the driver's cabin after the vehicle is stopped, and judging that the illegal behavior exists when M is not equal to N; and/or based on the environmental information, acquiring the number of personnel in the cab when the vehicle is metered, and judging that the illegal action exists when the personnel exist in the cab.
It can be appreciated that in this embodiment, when the violation detection module 120 performs the violation analysis, the violation detection module 120 analyzes whether the vehicle is in a full state or not based on the received environmental information, and determines that there is a violation when the vehicle is in a full state, and whether the vehicle is in a full state or not can be determined by fitting the image data and the light curtain 1114 data, so as to reduce the false positive rate; based on the environmental information, acquiring a driver's cabin personnel number value N when the vehicle is in a pound state, detecting a personnel number value M of getting off from the driver's cabin after the vehicle is stopped, and when M is not equal to N, indicating that no-get-off personnel exist in the driver's cabin, and judging that illegal behaviors exist at the moment; based on the environmental information, the number of cab personnel in the vehicle measurement is obtained, when personnel exist in the cab, the existence of illegal behaviors is judged, when personnel exist in the cab, the accuracy of the vehicle measurement can be influenced by personnel in the vehicle, and at the moment, the existence of illegal behaviors is judged. The violation detection module 120 outputs a violation determination result after determining that there is a violation, and transmits the violation determination result to the control module 130.
In some optional embodiments of the present invention, performing the violation analysis based on the environmental information, determining whether there is a violation further includes: when the weighing is performed for the first time, acquiring a personnel number value M1 of a person getting off from a cab after the vehicle stops; and when the vehicle is weighed for the second time, acquiring the number value M2 of the personnel getting off from the cab after the vehicle is stopped, and judging that the illegal action exists when M1 is not equal to M2.
It will be appreciated that when the vehicle is metered by the wagon balance 10, two weights are required, namely, load weighing and non-load weighing, and the weight of the cargo is obtained by the difference between the two metered weights; in this embodiment, performing the violation analysis based on the environmental information, and determining whether there is a violation further includes: when the weighing is performed for the first time, acquiring a personnel number value M1 of a person getting off from a cab after the vehicle stops; when the vehicle is weighed for the second time, acquiring a personnel quantity value M2 of the vehicle which is discharged from a cab after the vehicle is stopped, and when M1 is not equal to M2, indicating that the personnel quantity of the vehicle which is weighed for the second time is inconsistent, namely judging that the vehicle has illegal behaviors; the accuracy of the truck scale integrated management system 100 is further improved by fitting the above-described violation analysis at a single weighing.
Referring to fig. 4, a third aspect of an embodiment of the invention provides an electronic device 200 comprising one or more processors 201 and a memory 202; one or more programs are stored in the memory 202 and configured to be executed by the one or more processors 201, the one or more programs configured to perform the control method of the truck scale integrated management system 100 described above.
A fourth aspect of the embodiments of the present invention provides a computer-readable storage medium having program code stored therein, wherein the control method of the truck scale integrated management system 100 described above is performed when the program code is executed.
It is to be understood that the specific features, operations and details described herein before with respect to the method of the invention may also be similarly applied to the apparatus and system of the invention, or vice versa. In addition, each step of the method of the present invention described above may be performed by a corresponding component or unit of the apparatus or system of the present invention.
It is to be understood that the various modules/units of the apparatus of the invention may be implemented in whole or in part by software, hardware, firmware, or a combination thereof. Each of the modules/units may be embedded in the processor 201 of the electronic device 200, in hardware or firmware, or may be stored in the memory 202 of the electronic device 200, separately from the processor 201, or may be stored in software for the processor 201 to call to perform the operations of each module/unit. Each module/unit may be implemented as a separate component or module, or two or more modules/units may be implemented as a single component or module.
As shown in fig. 4, the present invention provides an electronic device 200, the electronic device 200 comprising a processor 201 and a memory 202 storing computer program instructions. Wherein the processor 201 implements the steps of the data detection method described above when executing the computer program instructions. The electronic device 200 may be broadly a server, a terminal, or any other electronic device 200 having the necessary computing and/or processing capabilities.
In one embodiment, the electronic device 200 may include a processor 201, memory 202, network interface, communication interface, etc. connected by a system bus. The processor 201 of the electronic device 200 may be used to provide the necessary computing, processing and/or control capabilities. The memory 202 of the electronic device 200 may include non-volatile storage media and internal memory. The non-volatile storage medium may store an operating system, computer programs, and the like. The internal memory 202 may provide an environment for the operation of an operating system and computer programs in a non-volatile storage medium. The network interface and communication interface of the electronic device 200 may be used to connect and communicate with external devices via a network. Which when executed by the processor 201 performs the steps of the method of the invention.
The present invention provides a computer readable storage medium having stored thereon computer program instructions which, when executed by the processor 201, implement the data detection method described above.
Those skilled in the art will appreciate that the method steps of the present invention may be accomplished by a computer program, such as the electronic device 200 or the processor 201, which may be stored in a non-transitory computer readable storage medium, which when executed results in the steps of the present invention being performed. Any reference herein to memory, storage, or other medium may include non-volatile or volatile memory, as the case may be. Examples of nonvolatile memory include Read Only Memory (ROM), programmable ROM (PROM), electrically Programmable ROM (EPROM), electrically Erasable Programmable ROM (EEPROM), flash memory, magnetic tape, floppy disk, magneto-optical data storage, hard disk, solid state disk, and the like. Examples of volatile memory include Random Access Memory (RAM), external cache memory, and the like.
The technical features described above may be arbitrarily combined. Although not all possible combinations of features are described, any combination of features should be considered to be covered by the description provided that such combinations are not inconsistent.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and not for limiting the same; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those skilled in the art that: the technical scheme described in the foregoing embodiments can be modified or some or all of the technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit of the invention.
Claims (10)
1. An automobile scale integrated management system, comprising:
the environment information acquisition module is used for acquiring environment information of the wagon balance in real time, carrying out preliminary illegal judgment and generating an illegal detection trigger signal;
the violation detection module is electrically connected with the environment information acquisition module and is used for receiving the environment information and the violation detection trigger signal, carrying out violation analysis on the environment information and outputting a violation judgment result;
The control module is respectively and electrically connected with the environment information acquisition module and the violation detection module, and is used for receiving the environment information and the violation judgment result and transmitting the environment information and the violation judgment result;
and the client module is electrically connected with the control module and is used for receiving the violation judgment result and visually displaying the environment information and the violation judgment result.
2. The truck scale integrated management system of claim 1, wherein the environmental information acquisition module comprises a first collector, a second collector and a first data transmission unit;
the first collector is electrically connected with the first data transmission unit and is used for collecting environment information of the wagon balance in real time and transmitting the environment information;
the second collector is electrically connected with the first data transmission unit and is used for collecting the environment information of the wagon balance in real time, carrying out preliminary illegal judgment on the environment information and generating an illegal detection trigger signal;
the first data transmission unit is also electrically connected with the violation detection module and the control module and is used for transmitting the violation detection trigger signal and the environment information.
3. The truck scale integrated management system of claim 2 wherein said first collector comprises a plurality of image collection devices, an infrared transmitter and an infrared receiver;
The plurality of image acquisition devices are arranged in the top space of the wagon balance and are arranged at intervals along the length direction of the wagon balance, and the image acquisition devices are provided with high-brightness light supplementing lamps;
a light curtain is formed between the infrared emitter and the infrared receiver, and the light curtain is arranged at the edge of the wagon balance.
4. The truck scale integrated management system of claim 2 wherein the control module comprises a back-end processor, a second data transmission unit, a network video recorder and a data memory;
the second data transmission unit is electrically connected with the first data transmission unit and the client module and is used for data remote interaction;
the back-end processor is electrically connected with the second data transmission unit and is used for acquiring the violation judgment result and generating a violation detection trigger signal;
the data storage is electrically connected with the back-end processor, and is configured with a relational database and a distributed database, wherein the relational database is used for storing violation judgment results and vehicle data in environment information, and the distributed database is used for storing image data in the environment information;
the network video recorder is electrically connected with the back-end processor, and is used for receiving, storing and managing the externally transmitted image data and sending the externally transmitted image data to the back-end processor.
5. The truck scale integrated management system of claim 1 wherein,
the violation detection module comprises an algorithm server, wherein the algorithm server is configured with a GPU server cluster and is used for performing a deep learning algorithm and performing violation detection based on a preset violation detection task; and/or
The client module at least comprises a display unit, a file account unit, an alarm unit and a data analysis unit.
6. A control method of an automobile balance integrated management system for controlling the automobile balance integrated management system according to any one of claims 1 to 5, comprising:
collecting environment information of a wagon balance, and generating a violation detection trigger signal based on the environment information;
carrying out violation analysis based on the environment information, judging whether violation exists, and outputting a violation judgment result;
and generating an early warning prompt according to the violation judging result.
7. The control method of the truck scale integrated management system according to claim 6, wherein the collecting environmental information of the wagon balance includes:
collecting image data and light curtain data around the wagon balance, and performing preliminary violation judgment on the image data and the light curtain data;
And when the primary rule violation judgment is that the rule violation exists, generating a rule violation detection trigger signal.
8. The control method of the integrated management system of truck scale according to claim 6, wherein the determining whether there is a violation based on the environmental information by performing a violation analysis, and the outputting of the violation determination result includes:
receiving a violation detection trigger signal and executing a violation detection service;
carrying out violation analysis based on the environment information, and judging whether the violation exists or not;
and outputting a violation judging result when the violation is judged to exist.
9. The method for controlling the integrated management system of the truck scale according to claim 8, wherein the performing the violation analysis based on the environmental information, determining whether there is a violation comprises:
based on the environmental information, whether the vehicle is completely weighed or not is analyzed, and when the vehicle is not completely weighed, the existence of illegal behaviors is judged; and/or
Based on the environmental information, acquiring a driver's cabin personnel number value N when the vehicle is in a pound state, detecting a personnel number value M of the vehicle from a driver's cabin after the vehicle is stopped, and judging that illegal behaviors exist when M is not equal to N; and/or
And acquiring the number of personnel in the cab when the vehicle is metered based on the environmental information, and judging that the illegal action exists when the personnel exist in the cab.
10. The method for controlling an integrated management system of a truck scale according to claim 8, wherein said performing a violation analysis based on the environmental information, determining whether there is a violation further comprises:
when the weighing is performed for the first time, acquiring a personnel number value M1 of a person getting off from a cab after the vehicle stops;
and when the vehicle is weighed for the second time, acquiring the number value M2 of the personnel getting off from the cab after the vehicle is stopped, and judging that the illegal action exists when M1 is not equal to M2.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310944550.8A CN117011789A (en) | 2023-07-31 | 2023-07-31 | Automobile scale integrated management system and control method thereof |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202310944550.8A CN117011789A (en) | 2023-07-31 | 2023-07-31 | Automobile scale integrated management system and control method thereof |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN117011789A true CN117011789A (en) | 2023-11-07 |
Family
ID=88561242
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202310944550.8A Pending CN117011789A (en) | 2023-07-31 | 2023-07-31 | Automobile scale integrated management system and control method thereof |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN117011789A (en) |
-
2023
- 2023-07-31 CN CN202310944550.8A patent/CN117011789A/en active Pending
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN111486893A (en) | Bridge structure health monitoring and early warning system and early warning method | |
| US8805639B1 (en) | Idle detection for improving fuel consumption efficiency in a vehicle | |
| JP7407198B2 (en) | Driving monitoring methods, systems and electronic equipment | |
| CN102164270A (en) | Intelligent video monitoring method and system capable of exploring abnormal events | |
| CN101110155A (en) | Built-in intelligent fault diagnosing device based on data inosculating pattern recognition and method thereof | |
| US10913428B2 (en) | Vehicle usage monitoring | |
| CN110956104A (en) | Method, device and system for detecting overflow of garbage can | |
| CN110995771A (en) | Freight train land transportation monitoring management system based on thing networking | |
| WO2022024208A1 (en) | Traffic monitoring device, traffic monitoring system, traffic monitoring method, and program | |
| CN110868568A (en) | Video monitoring method and device for station outside air pipe | |
| KR100883055B1 (en) | Portable roadway detector evaluation system and method for processing the same | |
| CN117372979A (en) | Road inspection method, device, electronic equipment and storage medium | |
| KR20160062259A (en) | Method, system and computer readable medium for managing abnormal state of vehicle | |
| CN208766308U (en) | Radioactive source monitor control mechanism and system | |
| CN112598908B (en) | Driver red light running recognition method and device, electronic equipment and storage medium | |
| CN213634753U (en) | Early warning device | |
| CN109263650A (en) | Identify the method, apparatus and the vehicles of manpower intervention | |
| CN117011789A (en) | Automobile scale integrated management system and control method thereof | |
| CN112161699A (en) | Resonance monitoring system and method for unmanned automobile | |
| CN111746451A (en) | Detection method, device, detection system, vehicle and medium | |
| CN112447042A (en) | Traffic incident detection system and method | |
| CN113256981B (en) | Alarm analysis method, device, equipment and medium based on vehicle driving data | |
| CN110473396A (en) | Traffic congestion data analysis method, device, electronic equipment and storage medium | |
| CN109286787A (en) | Vehicle monitoring system and method | |
| CN212243228U (en) | Vehicle-mounted T-BOX monitoring system and vehicle |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |