Modeling and optimization of a wastewater pumping system with data-mining methods

•Data-mining methods are applied to wastewater pumping system modeling and optimization.•Neural networks are used to model pump energy consumption and wastewater flow rate.•An artificial immune network algorithm is employed to solve the bi-objective optimization problem.•Six to fourteen percent of energy could be saved when balancing the energy cost and wastewater flow rate.