A research on an energy-saving Software for pumping units based on FNN intelligent control

摘要

An energy-saving scheme for pumping units via intermission start-stop performance is proposed. Be-cause of the complexity of the oil extraction proeess, Fuzzy Neural Network ( FNN) intelligent control is adopted. The structure of the Takagi-Sugeno (T-S) fuzzy neural network model is introduced and modified. FNNs are trained with sample information from oil fields and expert knowledge. Finally, pumping unit energy-saving FNN Software, which cuts down power costs substantially, is presented.