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PREDICTIVE MAINTENANCE SYSTEM FOR SPATIALLY CORRELATED INDUSTRIAL EQUIPMENT
PREDICTIVE MAINTENANCE SYSTEM FOR SPATIALLY CORRELATED INDUSTRIAL EQUIPMENT
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机译:空间相关工业设备的预测维护系统
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摘要
In example implementations described herein, there are systems and methods for processing sensor data from an equipment over a period of time to generate sensor time series data; processing the sensor time series data in a kernel weight layer configured to generate weights to weigh the sensor time series data; providing the weighted sensor time series data to fully connected layers configured to conduct a correlation on the weighted sensor time series data with predictive maintenance labels to generate an intermediate predictive maintenance label; and providing the intermediate predictive maintenance label to an inversed kernel weight layer configured to inverse the weights generated by the kernel weight layer, to generate a predictive maintenance label for the equipment.
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