When multi-variable time series are predicted with single reservoir model, the dimensions of phase-space
reconstruction can be only selected a single value, which can not portray respectively the dynamic feature of complex system.Therefore, multi-reservoir echo state network is presented, which can expand the simple input into high-dimesional feature vector. Multi-reservoir echo state network is presented which is based on Bayesian regression . Realistic simulation results show the effectiveness of the predictor proposed.