Utilization of Water Supply Networks for Harvesting Renewable Energy

Research output: Contribution to journalArticle

Abstract

Renewable surplus power is increasing due to the increasing penetration of these intermittent resources. In practice, electric grid operators either curtail the surplus energy resulting from renewable-based generations or utilize energy storage resources to absorb it. In this paper, we propose a framework for utilizing water pumps and tanks in water supply networks to absorb the surplus electrical energy resulting from renewable-based electricity generation resources in the electrical grid. We model water supply networks analytically, and propose a two-step procedure that utilizes the water tanks in the water supply network to harvest the surplus energy from an electrical grid. In each step, the water network operator needs to solve an optimization problem that is nonconvex. To compute optimal pump schedules and water flows, we develop a second-order cone relaxation and an approximation technique that enable us to transform the proposed problems into mixed-integer second-order cone programs. We then provide the conditions under which the proposed relaxation is exact, and present an algorithm for constructing an exact solution to the original problem from a solution to the relaxed problem. We demonstrate the effectiveness of the proposed framework via numerical simulations.

Original languageEnglish (US)
Article number8481504
Pages (from-to)763-774
Number of pages12
JournalIEEE Transactions on Control of Network Systems
Volume6
Issue number2
DOIs
StatePublished - Jun 2019

Keywords

  • Energy harvesting
  • optimal water flow
  • second-order cone relaxation
  • water networks
  • water-energy nexus

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Signal Processing
  • Computer Networks and Communications
  • Control and Optimization

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