Abstract: An Artificial Neural Network (ANN) methodology for optimal opertions and operation rules of multi-reservoir system is developed in this paper,it has also been investigated the effect of the change of training parameters,methods and patterns on the training and performance of BP network. The case studies have shown the feasibility and the effectivenes of the proposed model and algorithm.