Identification and control digital twinning system of large-tonnage loader
The invention discloses an identification and control digital twinning system for a large-tonnage loader, relates to a machine learning and big data mining technology, is oriented to a complex electromechanical intelligent equipment digital twinning technology, and comprises an operation environment...
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| creator | FAN JUNKAI WANG YONGJUN WANG ZHENXI HARA, RYO ZHAO WU REN JIANJI |
| description | The invention discloses an identification and control digital twinning system for a large-tonnage loader, relates to a machine learning and big data mining technology, is oriented to a complex electromechanical intelligent equipment digital twinning technology, and comprises an operation environment identification system, a data expansion system, a twinning model control system and a data storage system, wherein the working environment identification system is mainly used for identifying the working environment of a large-tonnage device by using functional devices such as a laser range finder, an image sensor and a position sensor, and screening, filtering, classifying and the like are carried out on data obtained by identification to obtain useful working environment data; the data expansion system is mainly used for fusing currently obtained time sequence big data, operation object morphology big data, equipment morphology small sample data and historical operation data to form an initial data set fused wit |
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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONTROLLING COUNTING DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES HANDLING RECORD CARRIERS PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS REGULATING SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR |
| title | Identification and control digital twinning system of large-tonnage loader |
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