Title :
Integrated platform for automated sustainable demand response in smart grids
Author :
Zois, Vasileios ; Frincu, Marc ; Prasanna, Viktor
Author_Institution :
Dept. of Comput. Sci., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
Demand Response(DR) is a common practice used by utility providers to regulate energy demand. It is used at periods of high demand to minimize the peak to average consumption ratio. Several methods have been proposed over the previous years on how to formulate and deal with the problem of excess demand. Following these methods automated systems for initiating and regulating demand response events have emerged. In this paper we present an automated system for providing an estimated demand response schedule of participating customers. We quantify the achieved energy reduction using information about the baseline consumption and the consumption during DR. Our goal is to provide a sustainable reduction to ensure the elimination of peaks in demand. The proposed system includes an adaptation mechanism for when the provided solution does not meet the DR requirements. We conducted a series of experiments using consumption data from a real life micro grid to evaluate the efficiency as well as the robustness of our solution.
Keywords :
demand side management; distributed power generation; electricity supply industry; power consumption; power generation scheduling; smart power grids; sustainable development; DR regulation; adaptation mechanism; automated sustainable demand response regulation; baseline consumption; demand response schedule estimation; energy demand regulation; energy reduction; microgrid; peak elimination; peak to average consumption ratio minimization; smart grid; utility provider; Accuracy; Buildings; Educational institutions; Engines; Load management; Real-time systems; Schedules; automated demand response; dynamic demand response; real time adaptation; scheduling; sustainable reduction;
Conference_Titel :
Intelligent Energy Systems (IWIES), 2014 IEEE International Workshop on
Conference_Location :
San Diego, CA
DOI :
10.1109/IWIES.2014.6957048