CN110406541A - Driving data processing method, equipment, system and storage medium - Google Patents
Driving data processing method, equipment, system and storage medium Download PDFInfo
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- CN110406541A CN110406541A CN201910506640.2A CN201910506640A CN110406541A CN 110406541 A CN110406541 A CN 110406541A CN 201910506640 A CN201910506640 A CN 201910506640A CN 110406541 A CN110406541 A CN 110406541A
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- Prior art keywords
- driver
- driving
- history
- travel process
- data
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Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
- B60W40/08—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to drivers or passengers
- B60W40/09—Driving style or behaviour
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
- B60W50/00—Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
- B60W50/08—Interaction between the driver and the control system
- B60W50/14—Means for informing the driver, warning the driver or prompting a driver intervention
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2455—Query execution
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C5/00—Registering or indicating the working of vehicles
- G07C5/08—Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
- G07C5/0808—Diagnosing performance data
Abstract
The embodiment of the present application provides a kind of driving data processing method, equipment, system and storage medium.In the embodiment of the present application.In some exemplary embodiments of the application, server obtains the vehicle drive data in the multiple vehicle travel process of history that the driving data acquisition equipment on vehicle uploads；And obtain the vehicle running environment data in the multiple vehicle travel process of history that the environmental data collecting equipment on vehicle uploads；According to the vehicle drive data and vehicle running environment data in the multiple vehicle travel process of history, driving condition of the driver in the multiple vehicle travel process of history is determined, and then predict that driver whether there is dangerous driving behavior；If it exists, then information warning is issued to driver, to carry out dangerous driving prompting to driver, in conjunction with vehicle drive data and vehicle running environment data, the driving behavior of driver is assessed, warning is made to driver, divide danger prompt more efficient, promotes user experience.
Description
Technical field
This application involves technical field of data processing more particularly to a kind of driving data processing method, equipment, system and deposit
Storage media.
Background technique
With the fast development of communication, the continuous of vehicle guaranteeding organic quantity is risen, and road traffic accident quantity is increasingly
More, traffic safety problem has become a serious social concern.
Currently, the quality of the driving behavior of driver, directly affects traffic accident rate, without a kind of effectively to driving
The method that the person's of sailing behavior is fully assessed.
Summary of the invention
The many aspects of the application provide a kind of driving data processing method, equipment, system and storage medium, in conjunction with vehicle
Driving data and vehicle running environment data, assess the driving behavior of driver, the accurate driving row for grasping driver
For state, when the dangerous driving of the driving behavior of driver, warning is made to driver, point danger prompt is more efficient.
The embodiment of the present application provides a kind of driving data processing method, the server suitable for freight transport system, the side
Method includes:
Obtain the vehicle drive in the multiple vehicle travel process of history that the driving data acquisition equipment on vehicle uploads
Data；
Obtain the vehicle driving in the multiple vehicle travel process of history that the environmental data collecting equipment on vehicle uploads
Environmental data；
According to the vehicle drive data and vehicle running environment data in the multiple vehicle travel process of history, driver is determined
Driving condition in the multiple vehicle travel process of history；
According to driving condition of the driver in the multiple vehicle travel process of history, predict that driver drives with the presence or absence of danger
Sail behavior；
If it exists, then information warning is issued to driver, to carry out dangerous driving prompting to driver.
The embodiment of the present application also provides a kind of driving behavior monitoring system, comprising: the driving data being set on vehicle is adopted
Collect equipment, environmental data collecting equipment and server；
Driving data acquires equipment, for acquiring the vehicle drive data in the multiple vehicle travel process of history, and mentions
Provisioning server；
Environmental data collecting equipment, for acquiring the vehicle running environment data in the multiple vehicle travel process of history,
And it is supplied to server；
Server, for receive the driving data on vehicle acquisition equipment upload in the multiple vehicle travel process of history
Vehicle drive data, and receive on environmental data collecting equipment upload in the multiple vehicle travel process of history
Vehicle running environment data；
According to the vehicle drive data and vehicle running environment data in the multiple vehicle travel process of history, driver is determined
Driving condition in the multiple vehicle travel process of history；
According to driving condition of the driver in the multiple vehicle travel process of history, predict that driver drives with the presence or absence of danger
Sail behavior；
If it exists, then information warning is issued to driver, to carry out dangerous driving prompting to driver.
The embodiment of the present application also provides a kind of server, comprising: memory, processor and communication component；
The memory, for storing computer program；
The communication component, for establishing the communication connection between terminal device and server；
The processor, for executing the computer program, to be used for:
Obtain the vehicle drive in the multiple vehicle travel process of history that the driving data acquisition equipment on vehicle uploads
Data；
Obtain the vehicle driving in the multiple vehicle travel process of history that the environmental data collecting equipment on vehicle uploads
Environmental data；
According to the vehicle drive data and vehicle running environment data in the multiple vehicle travel process of history, driver is determined
Driving condition in the multiple vehicle travel process of history；
According to driving condition of the driver in the multiple vehicle travel process of history, predict that driver drives with the presence or absence of danger
Sail behavior；
If it exists, then information warning is issued to driver, to carry out dangerous driving prompting to driver.
The embodiment of the present application also provides a kind of computer readable storage medium for being stored with computer program, and feature exists
In causing in one or more of processor rights of execution when the computer program is executed by one or more processors
State the step in method.
In some exemplary embodiments of the application, server obtain vehicle on driving data acquisition equipment upload
Vehicle drive data in the multiple vehicle travel process of history；And obtain vehicle on environmental data collecting equipment upload
Vehicle running environment data in the multiple vehicle travel process of history；According to the vehicle drive in the multiple vehicle travel process of history
Data and vehicle running environment data determine driving condition of the driver in the multiple vehicle travel process of history, and then predict
Driver whether there is dangerous driving behavior；If it exists, then information warning is issued to driver, is driven with carrying out danger to driver
Prompting is sailed, in conjunction with vehicle drive data and vehicle running environment data, the driving behavior of driver is assessed, it is accurate to grasp
The driving behavior state of driver when the dangerous driving of the driving behavior of driver, makes warning to driver, point danger prompt
More efficiently, user experience is promoted.
Detailed description of the invention
The drawings described herein are used to provide a further understanding of the present application, constitutes part of this application, this Shen
Illustrative embodiments and their description please are not constituted an undue limitation on the present application for explaining the application.In the accompanying drawings:
Fig. 1 is a kind of structural schematic diagram for freight transport system that the application exemplary embodiment provides；
Fig. 2 is a kind of structural schematic diagram for driving behavior monitoring system that the application exemplary embodiment provides；
Fig. 3 is a kind of method flow for driving data processing method that the application exemplary embodiment is described from service angle
Figure；
Fig. 4 is a kind of structural block diagram for server that the application exemplary embodiment provides.
Specific embodiment
To keep the purposes, technical schemes and advantages of the application clearer, below in conjunction with the application specific embodiment and
Technical scheme is clearly and completely described in corresponding attached drawing.Obviously, described embodiment is only the application one
Section Example, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art are not doing
Every other embodiment obtained under the premise of creative work out, shall fall in the protection scope of this application.
Currently, the quality of the driving behavior of driver, directly affects traffic accident rate, without a kind of effectively to driving
The method that the person's of sailing behavior is fully assessed.In view of the above problems, in some exemplary embodiments of the application, service
Device obtains the vehicle drive data in the multiple vehicle travel process of history that the driving data acquisition equipment on vehicle uploads；With
And obtain the vehicle running environment number in the multiple vehicle travel process of history that the environmental data collecting equipment on vehicle uploads
According to；According to the vehicle drive data and vehicle running environment data in the multiple vehicle travel process of history, determine that driver is going through
Driving condition in the multiple vehicle travel process of history, and then predict that driver whether there is dangerous driving behavior；If it exists, then to
Driver issues information warning, to carry out dangerous driving prompting to driver, in conjunction with vehicle drive data and vehicle running environment
Data assess the driving behavior of driver, the accurate driving behavior state for grasping driver, the driving behavior of driver
When dangerous driving, warning is made to driver, point danger prompt is more efficient, promotes user experience.
Below in conjunction with attached drawing, the technical scheme provided by various embodiments of the present application will be described in detail.
Fig. 1 is a kind of structural schematic diagram for freight transport system 10 that the application exemplary embodiment provides, shown in Fig. 1, the goods
Fortune system includes: user terminal 10a, server 10b and driver terminal 10c.
In the present embodiment, user terminal 10a is that confession under directions user carries out net about lorry and uses, meter needed for having user
Calculate, online, the functions such as communication computer equipment, way of realization can there are many, such as can be smart phone, personal electricity
Brain, wearable device, tablet computer etc..Driver terminal 10c is that confession under directions driver uses, and there is driver to accept needed for freight orders
Calculate, online, the functions such as communication computer equipment, way of realization can there are many, such as can be smart phone, individual
Computer, wearable device, tablet computer etc..
In the present embodiment, server 10b can be communicated to connect with user terminal 10a and driver terminal 10c, predominantly user
Terminal 10a, driver terminal 10c provide data and support, calculate service and some management services.In the present embodiment, and it is unlimited
Determine the realization form of server 10b, such as server 10b can be General Server, Cloud Server, cloud host, virtual center
Equal server apparatus.Wherein, the composition of server 10b equipment mainly includes processor, hard disk, memory, system bus etc., and logical
Computer architecture type.
Wherein, it can be between user terminal 10a and driver terminal 10c and server 10b and wirelessly or non-wirelessly connect.It is optional
Ground, user terminal 10a and driver terminal 10c can be established logical using the communication modes such as WIFI, bluetooth, infrared and server 10b
Letter connection.Alternatively, user terminal 10a and driver terminal 10c can also establish communication link by mobile network and server 10b
It connects.Wherein, the network formats of mobile network can for 2G (GSM), 2.5G (GPRS), 3G (WCDMA, TD-SCDMA,
CDMA2000, UTMS), 4G (LTE), 4G+ (LTE+), any one in WiMax etc..
In freight transport system 10 shown in Fig. 1, user terminal 10a, server 10b and driver terminal 10c cooperate, fastly
The corresponding function of execution of speed promotes user experience to improve convenience and efficiency that user executes corresponding function.In this Shen
In some embodiments please, server 10b obtain vehicle on driving data acquisition equipment upload in the multiple vehicle row of history
Vehicle drive data during sailing；And obtain vehicle on environmental data collecting equipment upload in the multiple vehicle row of history
Vehicle running environment data during sailing；According to the vehicle drive data and vehicle driving in the multiple vehicle travel process of history
Environmental data determines driving condition of the driver in the multiple vehicle travel process of history, and then predicts that driver whether there is
Dangerous driving behavior；If it exists, then information warning is issued to driver, to carry out dangerous driving prompting to driver, in conjunction with vehicle
Driving data and vehicle running environment data, assess the driving behavior of driver, the accurate driving for grasping driver
Behavior state when the dangerous driving of the driving behavior of driver, makes warning to driver, point danger prompt is more efficient, mentions
Rise user experience.
Fig. 2 is a kind of structural schematic diagram for driving behavior monitoring system 20 that the application exemplary embodiment provides.Such as Fig. 2
Shown, which includes: that driving data acquisition equipment 20a, the environmental data collecting being set on vehicle are set
Standby 20b, caution device 20c and server 20d.
In the present embodiment, server 20d can be adopted with caution device 20c, driving data acquisition equipment 20a and environmental data
Collect equipment 20b connection, predominantly caution device 20c, driving data acquisition equipment 20a and environmental data collecting equipment 20b are provided
Data are supported, calculate service and some management services.In the present embodiment, the not realization form of Limited service device 20d, example
Such as server 20d can be General Server, Cloud Server, cloud host, virtual center server apparatus.Wherein, server
The composition of 20d equipment mainly includes processor, hard disk, memory, system bus etc. and general computer architecture type.
In the present embodiment, caution device 20c refers to calculating, online, communication needed for having user for users to use
Etc. functions computer equipment, way of realization can there are many, such as can be smart phone, PC, wearable device,
Tablet computer etc..
In the present embodiment, driving data acquisition equipment 20a can run shape for all kinds of acquisition vehicles on setting vehicle
Condition sensor, such as velocity sensor, acceleration transducer, angular-rate sensor and position sensor, driving data acquisition
Equipment 20a may be the equipment that driver uses, for example, smart phone, intelligent helmet, Intelligent bracelet etc., can assist adopting
Collect the Various types of data in vehicle travel process, and is uploaded to server.
In the present embodiment, environmental data collecting equipment 20b is used to acquire the vehicle running environment in vehicle travel process
Data, to obtain the driving environment of vehicle.Environmental data collecting equipment 20b can be the automobile data recorder on vehicle, or drive
The intelligent terminal that the person of sailing uses.
In the present embodiment, driving data acquisition equipment 20a, environmental data collecting equipment 20b, caution device 20c can be with
It establishes and communicates to connect with server 20d.Alternatively, driving data acquires equipment 20a, environmental data collecting equipment 20b, caution device
20c can be established by mobile network and server 20d and be communicated to connect.Wherein, the network formats of mobile network can be 2G
(GSM), in 2.5G (GPRS), 3G (WCDMA, TD-SCDMA, CDMA2000, UTMS), 4G (LTE), 4G+ (LTE+), WiMax etc.
Any one.
In the present embodiment, driving data acquisition equipment 20a, environmental data collecting equipment 20b can be logical with caution device 20c
Collected data are first reported to caution device 20c, are uploaded to server 20d finally by caution device 20c by letter connection,
Or collected data directly can also be uploaded to service by driving data acquisition equipment 20a, environmental data collecting equipment 20b
Device.In the present embodiment, driving data acquisition equipment 20a, environmental data collecting equipment 20b are communicated with caution device 20c practices grade
It can be wireless or wired connection.For example, driving data acquisition equipment 20a, environmental data collecting equipment 20b are defeated equipped with signal
Outgoing interface, caution device 20c are equipped with corresponding signal input interface, are interconnected by data lines such as USB lines.Alternatively,
Driving data acquires the wireless communication module that adaptation is equipped with inside equipment 20a, environmental data collecting equipment 20b, such as example blue
Tooth module, WIFI module, network interface card etc., then caution device 20c and driving data acquire equipment 20a, environmental data collecting equipment 20b
Module it can realize wireless connection by wireless communication.
Below with reference to driving behavior monitoring system 20 shown in Fig. 2, from the angle of server 20b to following exemplary implementations
The driving data processing method of example is illustrated.
As shown in figure 3, being described from server side, a kind of driving data that one exemplary embodiment of the application provides
Processing method, method includes the following steps:
S301: the vehicle in the multiple vehicle travel process of history that the driving data acquisition equipment on vehicle uploads is obtained
Driving data；
S302: the vehicle in the multiple vehicle travel process of history that the environmental data collecting equipment on vehicle uploads is obtained
Running environment data；
S303: it according to the vehicle drive data and vehicle running environment data in the multiple vehicle travel process of history, determines
Driving condition of the driver in the multiple vehicle travel process of history；
S304: according to driving condition of the driver in the multiple vehicle travel process of history, predict that driver whether there is
Dangerous driving behavior；
S305: if it exists, then issuing information warning to driver, to carry out dangerous driving prompting to driver.
In the present embodiment, server receive vehicle on driving data acquisition equipment upload in the multiple vehicle of history
Vehicle drive data in driving process, and environmental data collecting equipment on vehicle upload in the multiple vehicle row of history
After vehicle running environment data during sailing, according to the vehicle drive data and vehicle row in the multiple vehicle travel process of history
Environmental data is sailed, determines driving condition of the driver in the multiple vehicle travel process of history.A kind of alternative embodiment is, according to
Vehicle drive data in the multiple vehicle travel process of history determine the driving of the driver in the multiple vehicle travel process of history
Habit；According to the vehicle running environment data in the multiple vehicle travel process of history, determine in the multiple vehicle travel process of history
Driving environment；By the driving habit of driver, the progress in the mapping relations of driving habit, driving environment and driving condition
Match, obtains driving condition of the driver in the multiple vehicle travel process of history.
In the above-described embodiments, specifically, according to the vehicle drive data in the multiple vehicle travel process of history, determination is gone through
Bringing to a halt, suddenly accelerating, taking a sudden turn in the multiple vehicle travel process of history and the driving habits such as hypervelocity；According to the multiple vehicle row of history
Ambient enviroment image information during sailing, determines the driving environment in each driving process.User shifts to an earlier date customized driving and practises
Used, driving environment and driving condition mapping relations, for example, if driver is accelerated when going up a slope using anxious, the driving of driver
State is good；If being accelerated in flat section using anxious, the driving condition of driver be it is bad, the driving of driver is practised
It is used, it is matched in the mapping relations of driving habit, driving environment and driving condition, obtains driver in the multiple vehicle of history
Driving condition in driving process, and it is recorded in the driving condition of driver in each vehicle travel process.
Server is determining that driver after the driving condition in the multiple vehicle travel process of history, going through according to driver
Driving condition in the multiple vehicle travel process of history, prediction driver whether there is dangerous driving behavior.A kind of alternative embodiment
Driving condition of the driver in the multiple vehicle travel process of history to be inputted prediction model, the driving behavior to driver
It is assessed, obtains the driving behavior score value of driver；According to the driving behavior score value of driver, determine that driver whether there is
Dangerous driving behavior.Optionally, the driving condition using driver in the multiple vehicle travel process of history is as naive Bayesian
The input of algorithm, the driving behavior score value of the output driver of NB Algorithm.
In the above-described embodiments, optionally, according to the driving behavior score value of driver, determine driver with the presence or absence of danger
Driving behavior.Including following two kinds of situations:
Situation one judges driver with the presence or absence of dangerous driving behavior according to the driving behavior score value of driver.If driving
The driving behavior score value of member is greater than setting risk threshold value, then determines the dangerous driving behavior of driver.
Situation two determines driving behavior risk class locating for driver according to the driving behavior score value of driver；If driving
Driving behavior risk class locating for the person of sailing is greater than setting risk class, it is determined that the dangerous driving behavior of driver.
In said circumstances one, for example, the driving behavior score value of driver can be set to hundred-mark system, risk threshold value is set
It is 60 points, when the driving behavior score value of driver is more than 60 timesharing, determines the dangerous driving behavior of driver.
In said circumstances two, driving behavior risk class may include risk it is high, risk medium three low with risk etc.
Grade, for example, set risk class if driving behavior risk class locating for driver is high-grade for risk, to sentence in risk
Determine the dangerous driving behavior of driver.
After server determines the dangerous driving behavior of driver, information warning is issued to driver, to driver
Carry out dangerous driving prompting.A kind of mode that may be implemented is that the intelligent wearable device worn to driver issues information warning.
Information warning is issued by the intelligent wearable device worn to driver, can quickly allow driver to get the information warning,
So that driver adjusts the driving behavior of oneself in time.Wherein, information warning includes: that vibration, prompt tone, smell and light dodge
At least one of sparkle.
In the embodiment of the method for the above-mentioned driving data processing method of the application, server obtains the driving data on vehicle
Acquire the vehicle drive data in the multiple vehicle travel process of history that equipment uploads；And the environmental data on acquisition vehicle
Acquire the vehicle running environment data in the multiple vehicle travel process of history that equipment uploads；According to the multiple vehicle driving of history
Vehicle drive data and vehicle running environment data in the process determine driver's driving in the multiple vehicle travel process of history
State is sailed, and then predicts that driver whether there is dangerous driving behavior；If it exists, then information warning is issued to driver, with right
Driver carries out dangerous driving prompting, the driving behavior in conjunction with vehicle drive data and vehicle running environment data, to driver
It is assessed, the accurate driving behavior state for grasping driver, when the dangerous driving of the driving behavior of driver, to driver
Warning is made, point danger prompt is more efficient, promotes user experience.
Fig. 4 is a kind of structural block diagram for server that the application exemplary embodiment provides.As shown in figure 4, the server
It include: memory 403, processor 402；It can also include the necessary component such as communication component 401 and power supply module 404.
Memory 403, for storing computer program；
Communication component 401 is established communication connection with server for user terminal and is carried out data transmission；
Processor 402, for executing computer program, to be used for: the driving data acquisition equipment obtained on vehicle uploads
The vehicle drive data in the multiple vehicle travel process of history；Obtain vehicle on environmental data collecting equipment upload
Vehicle running environment data in the multiple vehicle travel process of history；According to the vehicle drive in the multiple vehicle travel process of history
Data and vehicle running environment data determine driving condition of the driver in the multiple vehicle travel process of history；According to driving
Driving condition of the member in the multiple vehicle travel process of history, prediction driver whether there is dangerous driving behavior；If it exists, then
Information warning is issued to driver, to carry out dangerous driving prompting to driver.
Optionally, processor 402 is according to the vehicle drive data and vehicle driving in the multiple vehicle travel process of history
Environmental data is specifically used for: multiple according to history when determining driving condition of the driver in the multiple vehicle travel process of history
Vehicle drive data in vehicle travel process determine the driving habit of the driver in the multiple vehicle travel process of history；Root
According to the vehicle running environment data in the multiple vehicle travel process of history, the driving ring in the multiple vehicle travel process of history is determined
Border；It by the driving habit of driver, is matched, is obtained in the mapping relations of driving habit, driving environment and driving condition
Driving condition of the driver in the multiple vehicle travel process of history.
Optionally, driving habit includes: at least one of to bring to a halt, suddenly accelerate, take a sudden turn and exceed the speed limit.
Optionally, processor 402 is driven in the driving condition according to driver in the multiple vehicle travel process of history, prediction
When the person of sailing whether there is dangerous driving behavior, it is specifically used for: by driving shape of the driver in the multiple vehicle travel process of history
State inputs prediction model, assesses the driving behavior of driver, obtains the driving behavior score value of driver；According to driver
Driving behavior score value, determine driver with the presence or absence of dangerous driving behavior.
Optionally, processor 402 determines driver with the presence or absence of dangerous driving in the driving behavior score value according to driver
When behavior, it is specifically used for: according to the driving behavior score value of driver, determines driving behavior risk class locating for driver；If
Driving behavior risk class locating for driver is greater than setting risk class, it is determined that the dangerous driving behavior of driver.
Optionally, processor 402 is specifically used for when issuing information warning to driver: the intelligence worn to driver
Wearable device issues information warning.
Optionally, information warning includes: at least one of vibration, prompt tone, smell and light flash.
Correspondingly, the embodiment of the present application also provides a kind of computer readable storage medium for being stored with computer program.When
Computer-readable recording medium storage computer program, and when computer program is executed by one or more processors, cause one
A or multiple processors execute each step in Fig. 3 embodiment of the method.
In the above-mentioned server of the application and storage medium embodiment, server obtains the driving data acquisition on vehicle and sets
The standby vehicle drive data in the multiple vehicle travel process of history uploaded；And the environmental data collecting obtained on vehicle is set
The standby vehicle running environment data in the multiple vehicle travel process of history uploaded；According in the multiple vehicle travel process of history
Vehicle drive data and vehicle running environment data, determine driving shape of the driver in the multiple vehicle travel process of history
State, and then predict that driver whether there is dangerous driving behavior；If it exists, then information warning is issued to driver, to driving
Member carries out dangerous driving prompting, in conjunction with vehicle drive data and vehicle running environment data, carries out to the driving behavior of driver
Assessment, the accurate driving behavior state for grasping driver when the dangerous driving of the driving behavior of driver, make driver
Warning, point danger prompt is more efficient, promotes user experience.
Wired or nothing between equipment and other equipment where communication component in above-mentioned Fig. 4 is configured to facilitate communication component
The communication of line mode.Equipment where communication component can access the wireless network based on communication standard, such as WiFi, 2G or 3G, or
Their combination.In one exemplary embodiment, communication component receives via broadcast channel and comes from external broadcasting management system
Broadcast singal or broadcast related information.In one exemplary embodiment, the communication component further includes near-field communication (NFC)
Technology, radio frequency identification (RFID) technology, Infrared Data Association (IrDA) technology, ultra wide band (UWB) technology and bluetooth (BT) technology
Deng to promote short range communication.
The power supply module of above-mentioned Fig. 4, the various assemblies of equipment provide electric power where power supply module.Power supply module can wrap
Include power-supply management system, one or more power supplys and other with the equipment where power supply module generate, manage, and distribute electric power phase
Associated component.
It should be understood by those skilled in the art that, the embodiment of the present invention can provide as method, system or computer program
Product.Therefore, complete hardware embodiment, complete software embodiment or reality combining software and hardware aspects can be used in the present invention
Apply the form of example.Moreover, it wherein includes the computer of computer usable program code that the present invention, which can be used in one or more,
The computer program implemented in usable storage medium (including but not limited to magnetic disk storage, CD-ROM, optical memory etc.) produces
The form of product.
The present invention be referring to according to the method for the embodiment of the present invention, the process of equipment (system) and computer program product
Figure and/or block diagram describe.It should be understood that every one stream in flowchart and/or the block diagram can be realized by computer program instructions
The combination of process and/or box in journey and/or box and flowchart and/or the block diagram.It can provide these computer programs
Instruct the processor of general purpose computer, special purpose computer, Embedded Processor or other programmable data processing devices to produce
A raw machine, so that being generated by the instruction that computer or the processor of other programmable data processing devices execute for real
The device for the function of being specified in present one or more flows of the flowchart and/or one or more blocks of the block diagram.
These computer program instructions, which may also be stored in, is able to guide computer or other programmable data processing devices with spy
Determine in the computer-readable memory that mode works, so that it includes referring to that instruction stored in the computer readable memory, which generates,
Enable the manufacture of device, the command device realize in one box of one or more flows of the flowchart and/or block diagram or
The function of being specified in multiple boxes.
These computer program instructions also can be loaded onto a computer or other programmable data processing device, so that counting
Series of operation steps are executed on calculation machine or other programmable devices to generate computer implemented processing, thus in computer or
The instruction executed on other programmable devices is provided for realizing in one or more flows of the flowchart and/or block diagram one
The step of function of being specified in a box or multiple boxes.
In a typical configuration, calculating equipment includes one or more processors (CPU), input/output interface, net
Network interface and memory.
Memory may include the non-volatile memory in computer-readable medium, random access memory (RAM) and/or
The forms such as Nonvolatile memory, such as read-only memory (ROM) or flash memory (flash RAM).Memory is computer-readable medium
Example.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method
Or technology come realize information store.Information can be computer readable instructions, data structure, the module of program or other data.
The example of the storage medium of computer includes, but are not limited to phase change memory (PRAM), static random access memory (SRAM), moves
State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable
Programmable read only memory (EEPROM), flash memory or other memory techniques, read-only disc read only memory (CD-ROM) (CD-ROM),
Digital versatile disc (DVD) or other optical storage, magnetic cassettes, tape magnetic disk storage or other magnetic storage devices
Or any other non-transmission medium, can be used for storage can be accessed by a computing device information.As defined in this article, it calculates
Machine readable medium does not include temporary computer readable media (transitory media), such as the data-signal and carrier wave of modulation.
It should also be noted that, the terms "include", "comprise" or its any other variant are intended to nonexcludability
It include so that the process, method, commodity or the equipment that include a series of elements not only include those elements, but also to wrap
Include other elements that are not explicitly listed, or further include for this process, method, commodity or equipment intrinsic want
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including described want
There is also other identical elements in the process, method of element, commodity or equipment.
The above description is only an example of the present application, is not intended to limit this application.For those skilled in the art
For, various changes and changes are possible in this application.All any modifications made within the spirit and principles of the present application are equal
Replacement, improvement etc., should be included within the scope of the claims of this application.
Claims (10)
1. a kind of driving data processing method, the server suitable for freight transport system, which is characterized in that the described method includes:
Obtain the vehicle drive data in the multiple vehicle travel process of history that the driving data acquisition equipment on vehicle uploads；
Obtain the vehicle running environment in the multiple vehicle travel process of history that the environmental data collecting equipment on vehicle uploads
Data；
According to the vehicle drive data and vehicle running environment data in the multiple vehicle travel process of history, determine that driver is going through
Driving condition in the multiple vehicle travel process of history；
According to driving condition of the driver in the multiple vehicle travel process of history, predict that driver whether there is dangerous driving row
For；
If it exists, then information warning is issued to driver, to carry out dangerous driving prompting to driver.
2. the method according to claim 1, wherein including: according to the vehicle in the multiple vehicle travel process of history
Driving data and vehicle running environment data, determine driving condition of the driver in the multiple vehicle travel process of history, wrap
It includes:
According to the vehicle drive data in the multiple vehicle travel process of history, the driving in the multiple vehicle travel process of history is determined
The driving habit of member；
According to the vehicle running environment data in the multiple vehicle travel process of history, determine in the multiple vehicle travel process of history
Driving environment；
By the driving habit of the driver, matched in the mapping relations of driving habit, driving environment and driving condition,
Obtain driving condition of the driver in the multiple vehicle travel process of history.
3. according to the method described in claim 2, it is characterized in that, the driving habit includes: to bring to a halt, suddenly accelerate, racing
At least one of curved and hypervelocity.
4. the method according to claim 1, wherein according to driver in the multiple vehicle travel process of history
Driving condition, prediction driver whether there is dangerous driving behavior, comprising:
Driving condition of the driver in the multiple vehicle travel process of history is inputted into prediction model, the driving behavior to driver
It is assessed, obtains the driving behavior score value of driver；
According to the driving behavior score value of driver, determine driver with the presence or absence of dangerous driving behavior.
5. according to the method described in claim 4, it is characterized in that, determining driver according to the driving behavior score value of driver
With the presence or absence of dangerous driving behavior, comprising:
According to the driving behavior score value of driver, driving behavior risk class locating for driver is determined；
If driving behavior risk class locating for driver is greater than setting risk class, it is determined that the dangerous driving row of driver
For.
6. the method according to claim 1, wherein issuing information warning to driver, comprising:
The intelligent wearable device worn to driver issues information warning.
7. the method according to claim 1, wherein the information warning include: vibration, prompt tone, smell and
At least one of light flash.
8. a kind of driving behavior monitoring system characterized by comprising driving data the acquisition equipment, ring being set on vehicle
Border data acquisition equipment and server；
Driving data acquires equipment, for acquiring the vehicle drive data in the multiple vehicle travel process of history, and is supplied to
Server；
Environmental data collecting equipment for acquiring the vehicle running environment data in the multiple vehicle travel process of history, and mentions
Provisioning server；
Server, the vehicle in the multiple vehicle travel process of history uploaded for receiving the acquisition equipment of the driving data on vehicle
Driving data, and the vehicle in the multiple vehicle travel process of history that the environmental data collecting equipment that receives uploads
Running environment data；
According to the vehicle drive data and vehicle running environment data in the multiple vehicle travel process of history, determine that driver is going through
Driving condition in the multiple vehicle travel process of history；
According to driving condition of the driver in the multiple vehicle travel process of history, predict that driver whether there is dangerous driving row
For；
If it exists, then information warning is issued to driver, to carry out dangerous driving prompting to driver.
9. a kind of server characterized by comprising memory, processor and communication component；
The memory, for storing computer program；
The communication component, for establishing the communication connection between terminal device and server；
The processor, for executing the computer program, to be used for:
Obtain the vehicle drive data in the multiple vehicle travel process of history that the driving data acquisition equipment on vehicle uploads；
Obtain the vehicle running environment in the multiple vehicle travel process of history that the environmental data collecting equipment on vehicle uploads
Data；
According to the vehicle drive data and vehicle running environment data in the multiple vehicle travel process of history, determine that driver is going through
Driving condition in the multiple vehicle travel process of history；
According to driving condition of the driver in the multiple vehicle travel process of history, predict that driver whether there is dangerous driving row
For；
If it exists, then information warning is issued to driver, to carry out dangerous driving prompting to driver.
10. a kind of computer readable storage medium for being stored with computer program, which is characterized in that when the computer program quilt
When one or more processors execute, one or more of processor perform claims is caused to require in any the method for 1-7
The step of.
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| CN201910506640.2A CN110406541B (en) | 2019-06-12 | 2019-06-12 | Driving data processing method, device, system and storage medium |
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