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.
