Vehicle Failure Warning System and Corresponding Vehicle Failure Warning Method
A vehicle failure warning system is disclosed that is in communication connection with a plurality of vehicles and is capable of warning the vehicles of an imminent failure. The vehicle failure warning system comprises: a data collection module configured to collect vehicle data from the plurality o...
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| creator | Zang, Xiaoyun |
| description | A vehicle failure warning system is disclosed that is in communication connection with a plurality of vehicles and is capable of warning the vehicles of an imminent failure. The vehicle failure warning system comprises: a data collection module configured to collect vehicle data from the plurality of vehicles within a time span to form a data cluster; a data screening module configured to screen data from the data cluster based on characteristics of a failure prediction model to be generated; a prediction model generation module configured to construct the failure prediction model for predicting a vehicle failure, from the screened data using a big-data processing algorithm; and a failure prediction module configured to predict, in the situation where the failure prediction model is called and based on real-time vehicle data, whether there is an imminent failure in the vehicle. A corresponding vehicle failure warning method is further disclosed. |
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The vehicle failure warning system comprises: a data collection module configured to collect vehicle data from the plurality of vehicles within a time span to form a data cluster; a data screening module configured to screen data from the data cluster based on characteristics of a failure prediction model to be generated; a prediction model generation module configured to construct the failure prediction model for predicting a vehicle failure, from the screened data using a big-data processing algorithm; and a failure prediction module configured to predict, in the situation where the failure prediction model is called and based on real-time vehicle data, whether there is an imminent failure in the vehicle. A corresponding vehicle failure warning method is further disclosed.</description><language>eng</language><subject>ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDEDFOR ELSEWHERE ; CALCULATING ; CHECKING-DEVICES ; COMPUTING ; CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION ; CONTROL OR REGULATING SYSTEMS IN GENERAL ; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES ; CONTROLLING ; COUNTING ; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES ; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS ; GENERATING RANDOM NUMBERS ; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS ; PERFORMING OPERATIONS ; PHYSICS ; REGISTERING OR INDICATING THE WORKING OF MACHINES ; REGULATING ; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT ; SIGNALLING ; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR ; TIME OR ATTENDANCE REGISTERS ; TRAFFIC CONTROL SYSTEMS ; TRANSPORTING ; VEHICLES IN GENERAL ; VOTING OR LOTTERY APPARATUS</subject><creationdate>2021</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20210304&DB=EPODOC&CC=US&NR=2021065481A1$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20210304&DB=EPODOC&CC=US&NR=2021065481A1$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Zang, Xiaoyun</creatorcontrib><title>Vehicle Failure Warning System and Corresponding Vehicle Failure Warning Method</title><description>A vehicle failure warning system is disclosed that is in communication connection with a plurality of vehicles and is capable of warning the vehicles of an imminent failure. The vehicle failure warning system comprises: a data collection module configured to collect vehicle data from the plurality of vehicles within a time span to form a data cluster; a data screening module configured to screen data from the data cluster based on characteristics of a failure prediction model to be generated; a prediction model generation module configured to construct the failure prediction model for predicting a vehicle failure, from the screened data using a big-data processing algorithm; and a failure prediction module configured to predict, in the situation where the failure prediction model is called and based on real-time vehicle data, whether there is an imminent failure in the vehicle. A corresponding vehicle failure warning method is further disclosed.</description><subject>ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDEDFOR ELSEWHERE</subject><subject>CALCULATING</subject><subject>CHECKING-DEVICES</subject><subject>COMPUTING</subject><subject>CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION</subject><subject>CONTROL OR REGULATING SYSTEMS IN GENERAL</subject><subject>CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES</subject><subject>CONTROLLING</subject><subject>COUNTING</subject><subject>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</subject><subject>FUNCTIONAL ELEMENTS OF SUCH SYSTEMS</subject><subject>GENERATING RANDOM NUMBERS</subject><subject>MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS</subject><subject>PERFORMING OPERATIONS</subject><subject>PHYSICS</subject><subject>REGISTERING OR INDICATING THE WORKING OF MACHINES</subject><subject>REGULATING</subject><subject>ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT</subject><subject>SIGNALLING</subject><subject>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</subject><subject>TIME OR ATTENDANCE REGISTERS</subject><subject>TRAFFIC CONTROL SYSTEMS</subject><subject>TRANSPORTING</subject><subject>VEHICLES IN GENERAL</subject><subject>VOTING OR LOTTERY APPARATUS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2021</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZPAPS83ITM5JVXBLzMwpLUpVCE8sysvMS1cIriwuSc1VSMxLUXDOLypKLS7Iz0sBSeDS4JtakpGfwsPAmpaYU5zKC6W5GZTdXEOcPXRTC_LjgYYkJqfmpZbEhwYbGRgZGpiZmlgYOhoaE6cKAP8MN3Y</recordid><startdate>20210304</startdate><enddate>20210304</enddate><creator>Zang, Xiaoyun</creator><scope>EVB</scope></search><sort><creationdate>20210304</creationdate><title>Vehicle Failure Warning System and Corresponding Vehicle Failure Warning Method</title><author>Zang, Xiaoyun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_US2021065481A13</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng</language><creationdate>2021</creationdate><topic>ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDEDFOR ELSEWHERE</topic><topic>CALCULATING</topic><topic>CHECKING-DEVICES</topic><topic>COMPUTING</topic><topic>CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION</topic><topic>CONTROL OR REGULATING SYSTEMS IN GENERAL</topic><topic>CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES</topic><topic>CONTROLLING</topic><topic>COUNTING</topic><topic>DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES</topic><topic>FUNCTIONAL ELEMENTS OF SUCH SYSTEMS</topic><topic>GENERATING RANDOM NUMBERS</topic><topic>MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS</topic><topic>PERFORMING OPERATIONS</topic><topic>PHYSICS</topic><topic>REGISTERING OR INDICATING THE WORKING OF MACHINES</topic><topic>REGULATING</topic><topic>ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT</topic><topic>SIGNALLING</topic><topic>SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR</topic><topic>TIME OR ATTENDANCE REGISTERS</topic><topic>TRAFFIC CONTROL SYSTEMS</topic><topic>TRANSPORTING</topic><topic>VEHICLES IN GENERAL</topic><topic>VOTING OR LOTTERY APPARATUS</topic><toplevel>online_resources</toplevel><creatorcontrib>Zang, Xiaoyun</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Zang, Xiaoyun</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Vehicle Failure Warning System and Corresponding Vehicle Failure Warning Method</title><date>2021-03-04</date><risdate>2021</risdate><abstract>A vehicle failure warning system is disclosed that is in communication connection with a plurality of vehicles and is capable of warning the vehicles of an imminent failure. The vehicle failure warning system comprises: a data collection module configured to collect vehicle data from the plurality of vehicles within a time span to form a data cluster; a data screening module configured to screen data from the data cluster based on characteristics of a failure prediction model to be generated; a prediction model generation module configured to construct the failure prediction model for predicting a vehicle failure, from the screened data using a big-data processing algorithm; and a failure prediction module configured to predict, in the situation where the failure prediction model is called and based on real-time vehicle data, whether there is an imminent failure in the vehicle. A corresponding vehicle failure warning method is further disclosed.</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDEDFOR ELSEWHERE CALCULATING CHECKING-DEVICES COMPUTING CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION CONTROL OR REGULATING SYSTEMS IN GENERAL CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES CONTROLLING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES FUNCTIONAL ELEMENTS OF SUCH SYSTEMS GENERATING RANDOM NUMBERS MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS PERFORMING OPERATIONS PHYSICS REGISTERING OR INDICATING THE WORKING OF MACHINES REGULATING ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT SIGNALLING SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR TIME OR ATTENDANCE REGISTERS TRAFFIC CONTROL SYSTEMS TRANSPORTING VEHICLES IN GENERAL VOTING OR LOTTERY APPARATUS |
| title | Vehicle Failure Warning System and Corresponding Vehicle Failure Warning Method |
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