Systematic Comparison of Sensor Signals for Pump Operating Points Estimation Using Convolutional Neural Network

The head and flow rate of a pump characterize the pump performance, which help determine whether maintenance is needed.In the proposed method, instead of a traditional flowmeter and manometer, the operating points are identified using data collected from accelerometers and microphones.The dataset is created from a test rig consisting of a standard

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