Wind turbine generator operation and maintenance decision-making system based on artificial intelligence

A wind turbine generator operation and maintenance decision-making system based on artificial intelligence relates to the technical field of wind turbine generator operation and maintenance and comprises a sensing module, an analysis module, a digital twinborn module and an operation and maintenance...

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Hauptverfasser: LIN XUANZHENG, GUO QIANG, LIU JIA, CUI TENGGANG, LAI RUHUI, MA GUOJU, LI XUWEI, QU DONGDONG, HAN JIANG, CAO HONG, LIU DEGUANG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:A wind turbine generator operation and maintenance decision-making system based on artificial intelligence relates to the technical field of wind turbine generator operation and maintenance and comprises a sensing module, an analysis module, a digital twinborn module and an operation and maintenance module. According to the method, a convolutional neural network is constructed to comprehensively analyze voiceprint, vibration and temperature of the wind turbine, an intelligent fault diagnosis engine based on multi-dimensional information fusion and voiceprint technologies is established, whether faults exist or not and the severity degree of the faults are diagnosed according to detection data, and operation and maintenance personnel can be assisted in making an operation and maintenance plan; the operation state of the wind turbine is visualized through the digital twinborn model, a three-dimensional model of an equipment structure is established, the state of entity equipment is analyzed in real time and the