LIU Kai-ge, WEI Du-qu. Chaos Prediction of Motor System Based on WOA-ESN[J]. Chinese Journal of Computational Physics, 2022, 39(4): 498-504. DOI: 10.19596/j.cnki.1001-246x.8442
Citation:
LIU Kai-ge, WEI Du-qu. Chaos Prediction of Motor System Based on WOA-ESN[J]. Chinese Journal of Computational Physics, 2022, 39(4): 498-504. DOI: 10.19596/j.cnki.1001-246x.8442
LIU Kai-ge, WEI Du-qu. Chaos Prediction of Motor System Based on WOA-ESN[J]. Chinese Journal of Computational Physics, 2022, 39(4): 498-504. DOI: 10.19596/j.cnki.1001-246x.8442
Citation:
LIU Kai-ge, WEI Du-qu. Chaos Prediction of Motor System Based on WOA-ESN[J]. Chinese Journal of Computational Physics, 2022, 39(4): 498-504. DOI: 10.19596/j.cnki.1001-246x.8442
We propose a WOA-ESN model, which combines Whale Optimization Algorithm(WOA) with Echo State Network(ESN) and applie to the prediction chaos of Permanent Magnet Synchronous Motor(PMSM). WOA-ESN model was compared with ESN and PSO-ESN. It shows that the method has better prediction performance.
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