Water supply management is one area in which subjective decision making becomes necessary. Knowledge based decision support system is proposed for use in operation and management of an existing water supply system in South India. The task considered includes forecasting the future demand for water supply using time series, analysing the water supply network to identify the problem areas using WADISO program and an optimization Model to evolve management strategies.