With the rapid deployment of smart technologies and the growing complexity in our modern society, there is a huge demand for coordination in day-to-day operation of the critical infrastructure networks. Many colleges and universities depend upon stable water supply for hospitals and district energy plants. This paper proposes a comprehensive day-ahead optimization framework for joint operation of the interdependent power and water systems.