Method and Device for Controlling Wind Turbine Generator Operation and Maintenance Based on Image Recognition, and Equipment Executing the Method Thereof

The invention provides a method and a device for controlling wind turbine generator operation and maintenance based on image recognition, and an equipment executing the method thereof, wherein the method comprises: collecting operation and maintenance images and meteorological data of wind turbine g...

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Bibliographische Detailangaben
Hauptverfasser:	YAO Shaofei, LV Wen, ZHANG Wenkang, FENG Biao, WANG Qijiang, LI Yongbin, LI Shaogeng, LI Tao, XIE Wei, SHI Gui, DONG Pengfei, ZHANG Bo, DONG Yun, WANG Zhenzhu, YANG Chongkun, ZHANG Xin
Format:	Patent
Sprache:	eng
Schlagworte:	BLASTING CONTROL OR REGULATING SYSTEMS IN GENERAL CONTROLLING FUNCTIONAL ELEMENTS OF SUCH SYSTEMS HEATING LIGHTING MACHINES OR ENGINES FOR LIQUIDS MECHANICAL ENGINEERING MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR PHYSICS PRODUCING MECHANICAL POWER REGULATING WEAPONS WIND MOTORS WIND, SPRING WEIGHT AND MISCELLANEOUS MOTORS
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Beschreibung
Zusammenfassung:	The invention provides a method and a device for controlling wind turbine generator operation and maintenance based on image recognition, and an equipment executing the method thereof, wherein the method comprises: collecting operation and maintenance images and meteorological data of wind turbine generator; inputting the meteorological data and the operation and maintenance images into wind turbine generator operation and maintenance detection model; generating an operation and maintenance control strategy and alarm images based on the working defects of wind turbine generator, the personnel behavior defects and the vehicle operation defects; displaying the operation and maintenance control strategy and the alarm images on the man-machine interaction interface of wind turbine generator. Automatic image identification is performed by neural network model to generate the operation and maintenance control strategy, thus effectively improving the intelligent level of operation and maintenance control of wind turbine generator.