CN108628902A - A kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform - Google Patents
A kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform Download PDFInfo
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Abstract
The present invention relates to a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform, it is characterised in that：Including：Motor Maintenance project, image information, video, voice messaging, text information, detection data, mobile intelligent terminal, cloud platform, Digital Detecting report.Motor Maintenance project includes inspection item, events in operation and analysis prediction project, and inspection item is checked comprehensively automobile, and form image information, video, voice messaging, text information, detection data, and cloud platform is transferred to by the mobile network of mobile intelligent terminal, cloud platform is to inspection item image information, video speech information, text information, detection data calculates and analysis determines and currently needs the project for maintaining operation and predict the project for needing to maintain when the certain mileage of future travel；The benefit of the invention is to determine maintenance events in operation according to car condition, improves the science of Motor Maintenance.Reduce blindly maintenance and excessively maintenance.
Description
Technical field
The invention belongs to automobile detection fields more particularly to a kind of Motor Maintenance Digital Detecting based on cloud platform to report life
At method and system.
Background technology
With the fast development of automobile industry, automobile and into common people family, become the requirement of people's daily life,
Auto repair maintenance has become the thing that people's daily life must face, while with the raising of automotive quality, failure rate
It reducing, operational maintenance is more particularly important, but since car owner is to the shortage of automobile knowledge, and repair in operational maintenance
Enterprise's the case where there are transition maintenances it occur frequently that, at present although auto vendor defines Motor Maintenance mileage interval, but
Usually occur in actual life, the identical automobile of identical mileage is very big in different maintenance company's maintenance project difference, and car owner is frequent
It is puzzled, arrive service cycle specifically and should do the driving habit of the use environment and car owner of what maintenance project, especially automobile
Etc. factors difference so that the vehicle condition that automobile has arrived service cycle can have any different, thus automobile arrived service cycle need pair
Car condition checked, and is determined maintenance project according to vehicle condition, but facilitating of being supplied to of existing market is simple and direct
Detection method is simultaneously few.
The function of smart mobile phone is stronger and stronger at present and the appearance of cloud platform and artificial intelligence technology, at cloud platform
The technical capability for managing data is more and more stronger, image, voice, word, and detection data etc. can become based on digital signal
Data are calculated for cloud platform, analysis and prediction, therefore the image of Motor Maintenance project, language are obtained based on intelligent mobile intelligent terminal
Sound, word, detection data digital information, and by the cloud server of digital information upload cloud platform, provided using cloud platform
Data analysis operational capability, analyzes digital information data, assesses and predicts, the practical vehicle condition of automobile is judged, according to automobile
Vehicle condition determines maintenance project, improves the science of Motor Maintenance.Reduce blindly maintenance and excessively maintenance.
Invention content
The purpose of the present invention is in view of the above problems, providing a kind of Motor Maintenance Digital Detecting report life based on cloud platform
At method and system, it is characterised in that：Including：Motor Maintenance project, image information, video, voice messaging, text information, inspection
Measured data, mobile intelligent terminal, cloud platform, Digital Detecting report.
The Motor Maintenance project is Motor Maintenance item based on the maintenance project and mileage travelled that auto vendor provides
Mesh includes inspection item, events in operation and analysis prediction project, and the inspection item is checked comprehensively automobile, and shape
At image information, video, voice messaging, text information, detection data, and it is transferred to by the mobile network of mobile intelligent terminal
Cloud platform, the events in operation are the video speech information by inspection item image information, text information, and detection data exists
Calculating and analysis in cloud platform and determine the project for currently needing to maintain operation, the analysis prediction project is by inspection
Item image information, video speech information, text information, calculating and analysis prediction of the detection data in cloud platform are currently not required to
The project of operation is maintained, but needs the project maintained in the certain mileage of future travel.
The Motor Maintenance project is including but not limited to project in detail below：
1. inquiring self-diagnosable system fault memorizer, the inquiry self-diagnosable system fault memorizer includes the event for obtaining automobile
Hinder code and data flow data：Pass through the error code and data flow obtained with Bluetooth function OBD detection devices.
2. checking automobile fluid and leakage：The automobile fluid includes at least following a kind of but also unlimited according to different automobile types
In following fluid, including：Lubricant level, the gear oil oil level in manual transmission, Transmission fluid（ATF）Oil level
And oil, main reducing gear engine oil level, electronic-controlled power steering fluid, brake fluid, anti-icing fluid, cleaning solution.
3. spark plug detects：Mobile intelligent terminal calls camera to obtain spark plug image, and fire is measured by image recognition
The characteristics of image of the gaps Hua Sai and spark plug burning judges whether spark plug needs replacing.
4. cylinder carbon distribution：Mobile intelligent terminal calling mobile phone endoscope obtains cylinder chamber image, passes through image recognition
Judge combustion-chamber deposit, if need washing and cleaning operation.
5. cylinder cylinder pressure：Cylinder pressure is obtained by detector for cylinder pressure bluetooth-capable, judges engine
Performance.
6. ice storing time：Including accumulator capacity, battery voltage and internal resistance, accumulator is fixed and electrode terminal, electricity
Eye color（Maintenance-free battery is without electric eye）, accumulator capacity, electricity are obtained by detecting device for storage battery bluetooth-capable
Bottle voltage and internal resistance, judge whether accumulator needs replacing and maintain opportunity, and mobile intelligent terminal calls camera to obtain electric power storage
Pond binding post image judges whether accumulator needs replacing and maintain opportunity by image recognition.
7. brake disc and brake block：Mobile intelligent terminal calls camera to obtain brake disc and brake block, is known by image
Do not judge whether brake disc and brake block need replacing and maintain opportunity.
8. automobile tire includes spare tyre：Including pattern depth, state of wear, pressure of tire, wheel bolt screw-down torque, shifting
Dynamic intelligent terminal calls camera tire image, judges tire wear state, pattern depth and tire pressure by image recognition.
9. three-element catalytic：Mobile intelligent terminal calling mobile phone endoscope obtains three-element catalytic image, is sentenced by image recognition
Whether disconnected three-element catalytic needs cleaning maintenance.
10. interior all switches, room light, the illumination of storage box case, electrical appliance, display, each warning indicator light of instrument
Function.
11. vehicle external modulation state is examined, including：Headlight, brake lamp, all light status such as luggage boot lamp and flicker are reported
Alarm device, curve traffic road and automatic traveling crane lamp lamp control function.
12. wind wiper, washer and headlight cleaning device.
13. filter device：Including oil filter, air-conditioning filter cleaner, air cleaner.
14. door and window：Including body hinge, vehicle door and window sealing strip, door stopper for vehicles, skylight guide rail.
15. Timing Belt：Mobile intelligent terminal calls camera Timing Belt image, judges timing skin by image recognition
Whether band needs replacing and maintains opportunity.
16. vehicle rubber pad and sheath：Including engine rubber standoff, retarder and Universal joint protection sleeve, track rod are prevented
Dirt sheath.
17. activation system detects：Mobile intelligent terminal calls mobile intelligent terminal microphone, carves on startup or engine opens
Dynamic voice messaging judges activation system performance by speech recognition.
18. checking air conditioning performance：Air-conditioner air outlet temperature and air speed data are obtained by airspeedometer bluetooth-capable,
Judge air conditioner refrigerating performance by analyzing air outlet temperature and air speed data.
19. safety belt and air bag state.
20. being checked in engine nacelle：Including：Whether organic oil penetrates into outside cylinder cap, and whether there is or not breakage, oil pipes for radiator grid
Whether there is or not agings for water pipe, and slight crack, whether there is or not agings for harness, damaged, and if any the above phenomenon, mobile intelligent terminal calls camera to obtain hair
Motivation cabin image, and the outer organic oil of label character cylinder cap penetrates into, radiator grid has breakage, oil pipe water pipe to have aging, split
Trace, harness is without aging, breakage etc..
21. being checked under chassis：It checks leakage and loosens, the leakage includes whether engine sump tank leaks, gearbox
Whether body leaks, and whether damper leaks, and the loosening includes：Whether knuckle arm ball pin loosens, and whether Triangular Arm ball pin
Loosen, transmission shaft cross axis whether non-loosening etc..If any the above phenomenon, mobile intelligent terminal calls camera to obtain chassis figure
Picture, and label character has leakage and loosening.
22. maintenance indicator resets：Mobile intelligent terminal calls camera to obtain maintenance indicator reset and label character
The mileage number of setting.
23. test run：Mobile intelligent terminal calls mobile intelligent terminal microphone, obtains engine in idling, accelerates, middling speed,
The voice messaging to run at high speed judges the performance of engine, and the voice messaging of automobile is obtained in vehicle traveling process, judges vapour
The driving performance of vehicle and whether there are abnormal sound hidden danger and failure.
24. automobile fuel consumption data：Mobile intelligent terminal calls camera to obtain the fuel consumption information on instrument board, and car owner passes through
The oiling quantity and mileage travelled number of each oiling typing, calculated fuel consumption information.
25. emission data：The emission data of automobile is obtained by Tail gas measuring device bluetooth-capable.
Described image information is that mobile intelligent terminal calls camera, obtains the image information of maintenance project, the figure
As information includes：2 check automobile fluid and leakage, the detection of 3 spark plugs, 4 cylinder carbon distribution, 6 ice storing time, 7 brake disc and brake
Vehicle piece 8 checks that automobile tire includes that spare tyre 8 checks that the interior all switches 11 of three-element catalytic 10 are examined vehicle external modulation state 14 and examined
It looks into door and window 15 and checks that Timing Belt 16 examines vehicle rubber pad and 20 engine nacelle of 19 safety belt of sheath and air bag state
Check that 22 maintenance indicators reset under 21 chassis of interior inspection.
The voice messaging is including the car running process typing by the information of mobile intelligent terminal microphone typing
The description information of motoring condition voice messaging and the vehicle condition of maintenance personal's typing, the voice messaging of the vehicle condition
Including：17 activation systems detect, and the description information of 24 test runs, the vehicle condition of maintenance personal's typing is the same mistake of maintenance personal
Mobile intelligent terminal microphone voice inputs the description information of vehicle condition, according to institute on the voice messaging frequency spectrum of motoring condition
The feature of display judges whether motoring condition is normal, if there are Abnormal Sound Troubles and potential faults.
The video information is to call the video that camera shoots with video-corder a certain state of automobile, packet by mobile intelligent terminal
It includes：It checks and loosens under chassis.
The text information is carried out in verbal description and mark, including 20 engine nacelles to certain state of automobile
It checks and is checked under 21 chassis.
The detection data is the data obtained by the detection device with bluetooth connection function, detection dress
The data obtained to automotive check are set by Bluetooth transmission to mobile intelligent terminal, mobile intelligent terminal can pass through bluetooth connection
Detection device, and detection device is controlled and operated, the detection data includes：1 inquiry self-diagnosable system failure is deposited
Reservoir, the error code and data flow obtained by OBD detection devices, 5 cylinder cylinder pressures are detected by the cylinder pressure of Bluetooth transmission
The cylinder pressure that device obtains.6 ice storing times：The electric power storage obtained by the detecting device for storage battery with Bluetooth transmission function
Tankage and battery tension and internal resistance data.8 automobile tires include spare tyre：Including pattern depth, state of wear, tire
Pressure, wheel bolt screw-down torque obtain pattern depth data by the pattern depth detection device with Bluetooth transmission function, lead to
It crosses the pressure of tire detection device with Bluetooth transmission function and obtains pressure of tire data, pass through the torsion with Bluetooth transmission function
Torque wrench obtain wheel bolt screw-down torque data, rubber parts hardness data include 8 automobile tires include the hardness 15 of spare tyre just
When belt 16 vehicle rubber pad of hardness and 14 door and window of sheath：Window sealing strip hardness, the hardness data are by having
The hardness data for the rubber parts that the hardometer of Bluetooth transmission function obtains, 25 emission datas：By bluetooth-capable
Tail gas measuring device obtains the emission data of automobile.
The text information refers to being manually entered word by mobile intelligent terminal screen to be used for describing description automobile shape
The text information of condition.
The mobile intelligent terminal includes tablet electricity, brain smart mobile phone, the intelligent terminals such as intelligent glasses, including car owner visitor
Family end and maintenance technician's client, maintenance technician's client is by the inspection item image information of acquisition, video speech information, word
Information, detection data upload cloud platform server.Cloud service is to obtaining inspection item image information, video speech information, text
Word information, detection data carry out analytic operation and prediction, operation result are formed examining report, feeds back to mobile intelligent terminal,
Feedback information further includes events in operation and analysis prediction project, and the Digital Detecting of generation can be reported and be passed by maintenance technician's client
It is delivered to car owner's client, maintenance technician's client can also report Digital Detecting shares car owner's intelligent movable end by wechat
In the wechat at end, and it can share in wechat circle of friends.
Car owner's client includes but not limited to following inspection item image information, video speech information, text information, detection
Data upload cloud platform server.
1. inquiring self-diagnosable system fault memorizer, the inquiry self-diagnosable system fault memorizer includes obtaining automobile
Error code and data flow data, pass through the error code and data flow obtained with Bluetooth function OBD detection devices.
2 check automobile fluid and leakage：Mobile intelligent terminal calls camera to obtain Lubricating Oil bit image, passes through image
Identification judges lubricating oil quality.
6 ice storing times：Mobile intelligent terminal calls camera to obtain battery terminal image, is sentenced by image recognition
Whether disconnected accumulator needs replacing and maintains opportunity.
7 brake discs and brake block：Mobile intelligent terminal calls camera to obtain brake disc and brake block, passes through image recognition
Judge whether brake disc and brake block need replacing and maintain opportunity.
8 automobile tires include spare tyre：Including pattern depth, state of wear, pressure of tire, mobile intelligent terminal, which calls, to image
Head tire image, judges tire wear state, pattern depth and tire pressure by image recognition.
17 activation systems detect：Mobile intelligent terminal calls mobile intelligent terminal microphone, carves on startup or engine opens
Dynamic voice messaging judges activation system performance by speech recognition.
23 test runs：Mobile intelligent terminal calls mobile intelligent terminal microphone, obtains engine in idling, accelerates, middling speed, high
The voice messaging of speed operating, judges the performance of engine, and the voice messaging of automobile is obtained in vehicle traveling process, judges automobile
Driving performance and whether have abnormal sound hidden danger and failure.
24 automobile fuel consumption data：Mobile intelligent terminal calls camera to obtain the fuel consumption information on instrument board, and car owner passes through
The oiling quantity and mileage travelled number of each oiling typing, calculated fuel consumption information.
The cloud platform is at least to use third party cloud platform：It is capable of the very more of cloud platform, including Ali's cloud at present,
Tencent's cloud, AWS (Amazon cloud platform), Baidu's cloud etc., the cloud platform includes at least：Cloud Server, storage, container clothes
Business, database, deep learning etc..
The cloud platform server is reduced hardware input, is quickly arranged using third party cloud Platform Server.
The cloud platform storage is used for storing the inspection item image information of mobile intelligent terminal transmission, video, voice
Information, text information, detection data.
The cloud platform container service is used for managing and placement of images, video, speech recognition application programming interface, the figure
As recognition application is to carry out image preprocessing to image to include：Dry, gray processing, image enhancement processing, gaussian filtering is gone to obtain
Can analytic operation digital picture, the speech recognition program is the frequency that speech analysis operation to motoring condition obtains
Spectrogram judges whether motoring condition is normal, if there are abnormal sound hidden danger to spectrogram comparative analysis.
The cloud platform database, classification storage inspection item image information, video, voice messaging, text information, detection
Data.Cloud platform database includes general vehicle database and special vehicle database, the general vehicle database be regardless of
Vehicle type, the VIN codes with automobile are ID, and mileage travelled, detection time, geographical location, environmental information is independent variable, check item
Mesh image information, video, voice messaging, text information, detection data are the database of independent variable.The special model data
Library is ID with the VIN codes of automobile, with vehicle system, vehicle by vehicle classification.Year money, discharge capacity, mileage travelled, detection time are geographical
Position, environmental information are independent variable, and inspection item image information, video, voice messaging, text information, detection data is from change
The database of amount.
The detection time from mobile intelligent terminal detect when clock information, the geographical location comes from
Mobile intelligent terminal geographical location information, the environment temperature come from weather mean temperature and humidity based on geographical location
And the information such as height above sea level.
The deep learning of the cloud platform is to inspection item image information, video, voice messaging, text information, detection
Data carry out feature extraction, statistics, training, assessment, prediction and model foundation, and classified, clustered, being returned, topic model,
The algorithm and deep learning of recommendation, on-line study, Bayes recommend scheduling algorithm, determine events in operation and analysis prediction project,
And events in operation and analysis prediction result are fed back into mobile intelligent terminal, while generating Digital Detecting report and feeding back to mobile intelligence
It can terminal.
The described Digital Detecting report, is the inspection item image information to acquisition, video, voice messaging, text information,
The file that detection data is shown in intelligent mobile intelligent terminal screen digitization, it is described ask that image information includes events in operation before
With the contrast images information after the completion of events in operation, the vehicle condition voice messaging in the voice messaging includes events in operation
Vehicle condition spectrogram after the completion of preceding vehicle condition spectrogram and events in operation, the detection data include the vehicle
The detection data after detection data and the project that fulfils assignment before normal data and events in operation, while including analysis prediction term
Mesh, the analysis prediction project are to need the events in operation being detected after the certain mileage of running car.
Further, a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform, feature, including
Following steps：
Step 1. determines Motor Maintenance detection project according to automobile VIN codes and mileage travelled；
Step 2. mobile intelligent terminal calls the image information or video of camera acquisition Motor Maintenance detection project；
Step 3. mobile intelligent terminal calls microphone to obtain motoring condition voice messaging；
The voice messaging and text information that step 4. maintenance personal passes through microphone and screen input description condition of the vehicle；
Step 5. mobile intelligent terminal obtains data information by bluetooth connection detection device；
Step 6. mobile intelligent terminal will obtain image information, and video, voice messaging, text information, it is flat that detection data uploads cloud
The Cloud Server of platform；
The image recognition program of step 7. cloud platform configuration, video identification program, speech recognition program, Text region program difference
To obtaining image information, video, voice messaging, text information carries out processing identification, generate can operation digital information.
Step 8. cloud platform establishes general vehicle database and special vehicle database
The algorithm that step 9. cloud platform deep learning provides is to image information, video, voice messaging, text information, detection data
Classify, clusters, the operations such as recurrence
Step 10. determines events in operation and analysis prediction project according to operation result；
Step 11. by the image information of acquisition, video, voice messaging, text information, detection data and according to operation result it is true
Determine events in operation and analysis prediction project merges generation Digital Detecting report；
Digital Detecting report is fed back to mobile intelligent terminal by step 12..
Preferably mobile intelligent terminal before step 1, the VIN codes by scanning automobile obtain automobile information, pass through scanning
Instrument board mileometer obtains mileage travelled information.
In order to be further understood that the feature and technology contents of the present invention, please refer to below in connection with the detailed of the present invention
It describes in detail bright
With attached drawing, however, the drawings only provide reference and explanation uses, and is not intended to limit the present invention.
Description of the drawings
The purpose of the present invention, feature and advantageous effect will combine the detailed description of specific implementation mode, in conjunction with attached drawing into one
Walk explanation.
In attached drawing,
Fig. 1 is the fundamental diagram of the present invention
Fig. 2 is the work flow diagram of the present invention
Fig. 3 is the implementing procedure figure of the present invention.
Specific implementation mode
The technological means and advantage taken for the present invention is further explained, below in conjunction with attached drawing and the present invention
Embodiment is described in further detail.
Shown in Fig. 1, for the fundamental diagram of the present invention：
A kind of Digital Automobile inspection diagnostic system based on Motor Maintenance, it is characterised in that：Including：Motor Maintenance project, image
Information, video, voice messaging, text information, detection data, mobile intelligent terminal, cloud platform, Digital Detecting report.
The numerical data of Motor Maintenance project includes image information, video, voice messaging, text information, detection data, figure
As information and video be by mobile intelligent terminal call camera obtain, voice messaging is called by mobile intelligent terminal
What the microphone of mobile intelligent terminal obtained, text information is to be manually entered word by mobile intelligent terminal screen to obtain, inspection
Measured data is that mobile intelligent terminal is obtained by bluetooth detection device, and mobile intelligent terminal will obtain image information, video, language
Message ceases, and text information, detection data is transferred to cloud platform Cloud Server by mobile network, and cloud platform includes：Cloud Server,
Storage, container service, database, deep learning；Cloud platform passes through to image information, video, voice messaging, text information, inspection
Measured data carries out deep learning, analyzes and predict events in operation and analysis prediction project, while production figures examining report.
Fig. 2 is the work flow diagram of the present invention
A kind of Motor Maintenance Digital Detecting report-generating method and system, feature based on cloud platform include the following steps：
Step 1. determines Motor Maintenance detection project according to automobile VIN codes and mileage travelled；
Step 2. mobile intelligent terminal calls the image information or video of camera acquisition Motor Maintenance detection project；
Step 3. mobile intelligent terminal calls microphone to obtain motoring condition voice messaging；
The voice messaging and text information that step 4. maintenance personal passes through microphone and screen input description condition of the vehicle；
Step 5. mobile intelligent terminal obtains data information by bluetooth connection detection device；
Step 6. mobile intelligent terminal will obtain image information, and video, voice messaging, text information, it is flat that detection data uploads cloud
The Cloud Server of platform；
The image recognition program of step 7. cloud platform configuration, video identification program, speech recognition program, Text region program difference
To obtaining image information, video, voice messaging, text information carries out processing identification, generate can operation digital information.
Step 8. cloud platform establishes general vehicle database and special vehicle database
The algorithm that step 9. cloud platform deep learning provides is to image information, video, voice messaging, text information, detection data
Classify, clusters, the operations such as recurrence
Step 10. determines events in operation and analysis prediction project according to operation result；
Step 11. by the image information of acquisition, video, voice messaging, text information, detection data and according to operation result it is true
Determine events in operation and analysis prediction project merges generation Digital Detecting report；
Digital Detecting report is fed back to mobile intelligent terminal by step 12..
Preferably mobile intelligent terminal before step 1, the VIN codes by scanning automobile obtain automobile information, pass through scanning
Instrument board mileometer obtains mileage travelled information.
Further as shown in figure 3, for implementing procedure figure of the invention：
Including：4 Motor Maintenance projects, 5 image informations, 7 videos, 8 voice messagings, 9 text informations, 10 detection datas, 1 movement intelligence
Energy terminal, the report of 26 Digital Detectings, 15 cloud platforms,；15 cloud platforms include：16 Cloud Servers, 17 container services, 18 storages, 19
Database, 22 deep learnings.
Before beginning, mobile intelligent terminal 1 needs to obtain the mileage travelled information of the VIN codes and automobile of automobile, automobile
VIN codes are obtained by the VIN codes scanned under vehicle window, and the mileage travelled information of automobile is by the mileometer on scanner dash board
It obtains.
Mobile intelligent terminal 1 includes 2 car owner's clients and 3 maintenance technician's clients, 2 car owner's clients and 3 maintenance technicians
Client obtains 5 image informations respectively according to 4 automotive check projects are preset, 7 videos, 8 voice messagings, 9 text informations,
10 detection datas, and it is transferred to by mobile network 14 Cloud Servers of 13 cloud platforms.
15 container services of 13 cloud platforms configure 11 image recognition program, 12 video identification program, 13 speech recognition program 14
Text region program, the detection data that 15 detection devices obtain are stored in 12 server 16 of cloud.
11 image recognition program pair, 5 image information carries out image preprocessing：Dry, gray processing, image enhancement processing are gone,
Gaussian filtering obtain can analytic operation digital picture.
Analysis is identified to 7 videos of acquisition in 12 video identification programs.
13 speech recognition programs obtain spectrogram to the speech analysis operation of motoring condition, to spectrogram comparative analysis
Judge whether motoring condition is normal, if there are abnormal sound hidden danger.
14 Text region programs carry out analysis and identification judgement to the word of input.
13 cloud platforms of the present embodiment use Ali's cloud platform, 14 Cloud Servers to use the Cloud Server ECS of Ali's cloud
Carry out 5 image informations, 7 videos, 8 voice messagings, 9 text informations, the processing of 10 detection datas.
17 container services use Ali's cloud container service（Container Service）11 image recognition journeys of management and configuration
12 video identification program of sequence, 13 speech recognition program, 14 Text region program.
18 storages are stored using the block of Ali's cloud（Block Storage）For storing 5 image informations, 7 videos, 8 voices
Information, 9 text informations, 10 detection datas.
19 databases establish general vehicle database and special model data using the cloud database MySQL of Ali's cloud
Library, general vehicle database are regardless of vehicle type, and the VIN codes with automobile are ID, mileage travelled, detection time, geographical location,
Environmental information is independent variable, and 5 image information of inspection item, 6 videos, 7 voice messagings, 8 text informations, 9 detection datas are from change
The database of amount.Special vehicle database is ID with the VIN codes of automobile, with vehicle system, vehicle by vehicle classification.Year money, discharge capacity,
Mileage travelled, detection time, geographical location, environmental information are independent variable, 5 image information of inspection item, 6 videos, 7 voices letter
Breath, 8 text informations, 9 detection datas are the database of independent variable.
22 deep learnings use Ali's cloud machine learning, and 23 classification provided using Ali's cloud machine learning are clustered, returned
5 image information of algorithm pair, 7 videos, 8 voice messagings, 9 text informations, 10 detection datas carry out 24 assessments and 25 predictions.
25 events in operation are determined by 24 assessments.27 analysis detection projects are determined by 25 predictions, while producing 28 numbers
Examining report, the report of 28 Digital Detectings are PDF format.
25 predictions are to the data of a certain specific 6 inspection item, and the data for obtaining multiple vehicles establish sample, to sample number
According to regression analysis is carried out, 25 forecast analysis are completed.
The 28 Digital Detectings report generated, will feed back to 3 maintenance technician's clients, 3 maintenance technician's clients can be by life
At Digital Detecting report be transmitted to 2 car owner's clients, 3 maintenance technician's clients, which can also report Digital Detecting, pass through wechat
In the wechat for sharing 2 car owner's mobile intelligent terminals, and it can share in wechat circle of friends.
The 28 Digital Detectings report generated includes 5 image information of inspection item, 6 videos, 7 voice messagings, 8 text informations, and 9
Detection data completes correction data before and after 26 events in operation, after the completion of 5 image informations include before events in operation and events in operation
Contrast images information, the vehicle condition voice messaging in 7 voice messagings include vehicle condition spectrogram before 26 events in operation and
Vehicle condition spectrogram after the completion of 26 events in operation, 9 detection datas include the vehicle normal data and 26 events in operation before
Detection data and complete the detection data after 26 events in operation, while including 27 analysis prediction projects, analyze prediction project
It is to need 26 events in operation being detected after the certain mileage of running car.
The foregoing is merely illustrative of the preferred embodiments of the present invention, can not represent the quality of embodiment, and is not intended to limit this
The protection domain of invention.One of ordinary skill in the art will appreciate that realizing all or part of above-described embodiment, can pass through
Change cloud platform and software programming to complete, all within the spirits and principles of the present invention made by any modification, equally replace
It changes, improve, be included within the scope of protection of the present invention.
Claims (10)
1. a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform, it is characterised in that：Including：Automobile
Maintenance project, image information, video, voice messaging, text information, detection data, mobile intelligent terminal, cloud platform, number inspection
Observe and predict announcement；Include the following steps：
Step 1. determines Motor Maintenance detection project according to automobile VIN codes and mileage travelled；
Step 2. mobile intelligent terminal calls the image information or video of camera acquisition Motor Maintenance detection project；
Step 3. mobile intelligent terminal calls microphone to obtain automobile motoring condition voice messaging；
The voice messaging and text information that step 4. maintenance personal passes through microphone and screen input description condition of the vehicle；
Step 5. mobile intelligent terminal obtains data information by bluetooth connection detection device；
Step 6. mobile intelligent terminal will obtain image information, and video, voice messaging, text information, it is flat that detection data uploads cloud
The Cloud Server of platform；
The image recognition program of step 7. cloud platform configuration, video identification program, speech recognition program, Text region program difference
To obtaining image information, video, voice messaging, text information carries out processing identification, generate can operation digital information.
2. step 8. cloud platform establishes general vehicle database and special vehicle database
The algorithm that step 9. cloud platform deep learning provides is to image information, video, voice messaging, text information, detection data
Classify, clusters, the operations such as recurrence；
Step 10. determines events in operation and analysis prediction project according to operation result；
Step 11. by the image information of acquisition, video, voice messaging, text information, detection data and according to operation result it is true
Determine events in operation and analysis prediction project merges generation Digital Detecting report；
Digital Detecting report is fed back to mobile intelligent terminal by step 12..
3. a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform according to claim 1,
It is characterized in that：The Motor Maintenance project is including but not limited to project in detail below：Inquire self-diagnosable system fault memorizer；
Check automobile fluid and leakage；Spark plug detects；Cylinder carbon distribution；Cylinder cylinder pressure；Ice storing time；Brake disc and brake block；Vapour
Wheel tire includes spare tyre；Three-element catalytic；Interior all switches, room light, the illumination of storage box case, electrical appliance, display, instrument
Each warning indicator light function；Examine vehicle external modulation state；Wind wiper, washer and headlight cleaning device；Filter device；Door
Window；Timing Belt；Vehicle rubber pad and sheath；Activation system detects；Check air conditioning performance；Safety belt and air bag state；Hair
It is checked in motivation cabin；It is checked under chassis；Maintenance indicator resets；Test run；Automobile fuel consumption data；Emission data.
4. a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform according to claim 1,
It is characterized in that：The Motor Maintenance project includes inspection item, events in operation and analysis prediction project；The inspection item
It is to be checked comprehensively automobile, and form image information, video, voice messaging, text information, detection data, and pass through shifting
The mobile network of dynamic intelligent terminal is transferred to cloud platform；The events in operation are by inspection item image information, video language
Message ceases, text information, calculating and analysis of the detection data in cloud platform and determine the events in operation for currently needing to maintain；Institute
It is the video by inspection item image information to state analysis prediction project, voice messaging, text information, and detection data is flat in cloud
Calculating and analysis prediction on platform need not currently maintain the project of operation, but need to protect in the certain mileage of future travel
Foster project.
5. a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform according to claim 1,
It is characterized in that：Described image information is that mobile intelligent terminal calls camera, obtains the image information of maintenance project, passes through figure
As identification image information determines whether events in operation.
6. a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform according to claim 1,
It is characterized in that：The voice messaging is recorded by the information of mobile intelligent terminal microphone typing, including car running process
The description information of the vehicle condition of the vehicle condition voice messaging and maintenance personal's typing that enter, the voice of the motoring condition
Shown feature judges whether motoring condition is normal on information frequency spectrum, if there are Abnormal Sound Troubles and potential faults.
7. a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform according to claim 1,
It is characterized in that：The detection data is the data obtained by the detection device with bluetooth connection function.
8. a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform according to claim 1,
It is characterized in that：The mobile intelligent terminal includes car owner's client and maintenance technician's client, and maintenance technician's client can
The report of the Digital Detecting of generation is transmitted to car owner's client, maintenance technician's client, which can also report Digital Detecting, to be passed through
Wechat is shared in the wechat of car owner's mobile intelligent terminal, and can share in wechat circle of friends.
9. a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform according to claim 1,
It is characterized in that：The cloud platform includes at least：Cloud Server, storage, container service, database, deep learning.
10. a kind of Motor Maintenance Digital Detecting report-generating method and system based on cloud platform according to claim 1,
It is characterized in that：The Digital Detecting report, including the contrast images information before events in operation and after the completion of events in operation, packet
Include the vehicle condition spectrogram after the completion of vehicle condition spectrogram and events in operation before events in operation, including normal data and work
The detection data after detection data and the project that fulfils assignment before industry project, while including events in operation and analysis prediction term
Mesh.
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Cited By (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109177662A (en) * | 2018-10-31 | 2019-01-11 | 攀枝花学院 | Automobile routine safety detector |
| CN109767015A (en) * | 2019-01-16 | 2019-05-17 | 山东奥晟达机械技术服务有限公司 | M of e job management system and management method based on Internet technology |
| CN109816815A (en) * | 2019-02-22 | 2019-05-28 | 金瓜子科技发展（北京）有限公司 | Vehicle condition detection method, apparatus and system |
| CN110987477A (en) * | 2019-12-28 | 2020-04-10 | 广州市番鸿汽车检测有限公司 | Automobile detection system |
| CN111127439A (en) * | 2019-12-22 | 2020-05-08 | 上海眼控科技股份有限公司 | Method and device for detecting tire tread of vehicle tire, electronic device and storage medium |
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| CN114429693A (en) * | 2022-01-24 | 2022-05-03 | 深圳市元征科技股份有限公司 | Vehicle detection method and device based on shared device and electronic device |
| CN114858220A (en) * | 2022-06-16 | 2022-08-05 | 广西大学 | Automobile engine running state quality monitoring system |
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| CN116151809A (en) * | 2023-04-20 | 2023-05-23 | 南京爱福路汽车科技有限公司 | Personalized detection item generation method and system suitable for vehicle detection of maintenance factory |
| CN116500058A (en) * | 2023-06-28 | 2023-07-28 | 信丰云创(深圳)信息有限公司 | Display screen detection system and display screen detection method |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1920876A (en) * | 2005-08-23 | 2007-02-28 | 厦门雅迅网络股份有限公司 | Vehicle maintenance reminding system and method |
| CN105270293A (en) * | 2015-06-24 | 2016-01-27 | 广州爱亿信息科技有限公司 | Vehicle maintenance reminding method based on cloud service and vehicle-mounted terminal device adopted in vehicle maintenance reminding method |
| US20160188831A1 (en) * | 2007-05-22 | 2016-06-30 | Intellectual Ventures Fund 83 Llc | Capturing data for individual physiological monitoring |
| CN105930907A (en) * | 2016-01-16 | 2016-09-07 | 平安科技（深圳）有限公司 | Vehicle maintenance analysis prompting method, prompting device and server |
| CN106127316A (en) * | 2016-06-30 | 2016-11-16 | 大连楼兰科技股份有限公司 | Automated vehicle maintenance prediction system |
-
2017
- 2017-03-23 CN CN201710179051.9A patent/CN108628902A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1920876A (en) * | 2005-08-23 | 2007-02-28 | 厦门雅迅网络股份有限公司 | Vehicle maintenance reminding system and method |
| US20160188831A1 (en) * | 2007-05-22 | 2016-06-30 | Intellectual Ventures Fund 83 Llc | Capturing data for individual physiological monitoring |
| CN105270293A (en) * | 2015-06-24 | 2016-01-27 | 广州爱亿信息科技有限公司 | Vehicle maintenance reminding method based on cloud service and vehicle-mounted terminal device adopted in vehicle maintenance reminding method |
| CN105930907A (en) * | 2016-01-16 | 2016-09-07 | 平安科技（深圳）有限公司 | Vehicle maintenance analysis prompting method, prompting device and server |
| CN106127316A (en) * | 2016-06-30 | 2016-11-16 | 大连楼兰科技股份有限公司 | Automated vehicle maintenance prediction system |
Cited By (22)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109177662A (en) * | 2018-10-31 | 2019-01-11 | 攀枝花学院 | Automobile routine safety detector |
| CN109177662B (en) * | 2018-10-31 | 2024-01-05 | 攀枝花学院 | Daily safety detector for automobile |
| CN109767015A (en) * | 2019-01-16 | 2019-05-17 | 山东奥晟达机械技术服务有限公司 | M of e job management system and management method based on Internet technology |
| CN109816815A (en) * | 2019-02-22 | 2019-05-28 | 金瓜子科技发展（北京）有限公司 | Vehicle condition detection method, apparatus and system |
| WO2021063277A1 (en) * | 2019-09-30 | 2021-04-08 | 深圳市道通科技股份有限公司 | Vehicle service management method and system, and vehicle service digital detection system |
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| CN111598271A (en) * | 2020-05-28 | 2020-08-28 | 西安班特利奥能源科技有限公司 | New energy automobile battery detection and maintenance system and method |
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| CN111610739A (en) * | 2020-05-29 | 2020-09-01 | 四川知车科技有限公司 | Intelligent acquisition system for automobile maintenance data |
| CN112071061B (en) * | 2020-09-11 | 2021-10-15 | 武汉云上融媒科技有限公司 | Vehicle service system based on cloud computing and data analysis |
| CN112071061A (en) * | 2020-09-11 | 2020-12-11 | 谢能丹 | Vehicle service system based on cloud computing and data analysis |
| CN112949040A (en) * | 2021-02-01 | 2021-06-11 | 山东大学 | Cylinder cover assembly torque threshold big data determination method influencing emission consistency |
| CN112949040B (en) * | 2021-02-01 | 2022-10-14 | 山东大学 | Cylinder cover assembly torque threshold big data determination method influencing emission consistency |
| CN113487047A (en) * | 2021-07-01 | 2021-10-08 | 石家庄华燕交通科技有限公司 | Intelligent guide system for motor vehicle inspection business |
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| CN116051081A (en) * | 2023-03-30 | 2023-05-02 | 山东智捷专用车制造有限公司 | Operation and detection method and system of new energy electric highway and railway dual-purpose tractor |
| CN116051081B (en) * | 2023-03-30 | 2023-08-15 | 山东智捷专用车制造有限公司 | Operation and detection method and system of new energy electric highway and railway dual-purpose tractor |
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