A method for detecting abnormal temperature of unit equipment
An anomaly detection and equipment technology, used in thermometers, thermometer applications, computer-aided design, etc., can solve the problems of inability to obtain fitting accuracy, equipment damage, and high equipment operating speed
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[0126] In this example, the online monitoring data of a wind turbine (rated power: 4MW, generator rated speed: 1600r / min) in a wind farm is used as a sample to verify the effectiveness of the equipment temperature anomaly detection model based on WCA and Shepard interpolation . The ambient temperature of the nacelle in which the wind turbine operates and the rotational speed of the generator determine the operating temperature of the unit equipment inside the nacelle. Due to the continuous conversion of these working condition parameters, the change of the operating temperature of the equipment is extremely complicated, and the equipment cannot be directly obtained from the equipment temperature data. Real health status and its evolution trend. Therefore, the characteristics of the unit equipment are required to establish a sophisticated equipment temperature anomaly detection model that can adapt to changes in the unit's working conditions.
[0127] (1) Select standard sampl...
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