In this dataset, DE and FE data under a 3 hp load are selected from CRWU. The rotation speed is 1797 r/min and the sampling frequency is 12 kHz. approximately 400 ((60/17300)×12000 ≈ 400) points are selected from one sensors. Thus, 800 point (from FE,DE) are regarded as a training sample. All training data and testing data are splited and uploaded!
All code and file are in the “Prediction.zip”, download it and put the data into data file and run the main file in pycharm.
before run the code, the tensorflow, pandas,sklearn,matplotlib,seaborn,numpy should be installed