Title :
A demand-side management simulation platform incorporating optimal management of distributed renewable resources
Author :
Gudi, Nikhil ; Wang, Lingfeng ; Devabhaktuni, Vijay ; Depuru, Soma Shekara Sreenadh Reddy
Author_Institution :
EECS Dept., Univ. of Toledo, Toledo, OH, USA
Abstract :
This paper introduces dynamic distributed resource management in a Demand-Side Management (DSM) based simulation tool. The principle purpose of the simulation tool is to illustrate customer-driven DSM operation, and evaluate an estimate for home electricity consumption while minimizing the customer´s cost. The tool simulates the operation of household appliances as a Hybrid Renewable Energy System (HRES). The resource management technique is implemented using an optimization algorithm, i.e. Particle Swarm Optimization, which determines the distribution of energy obtained from various sources depending on the load. The validity of the tool is illustrated through an example case study, and compared with the operating costs of the same system without the optimization algorithm.
Keywords :
demand side management; distributed power generation; domestic appliances; energy consumption; particle swarm optimisation; smart power grids; customer-driven DSM operation; demand-side management simulation platform; distributed renewable resource optimal management; home electricity consumption; household appliances; hybrid renewable energy system; optimization algorithm; particle swarm optimization; resource management technique; smart grid; Batteries; Home appliances; Load modeling; Optimization; Real time systems; Renewable energy resources; Wind turbines; Demand-side management; home automation; hybrid renewable energy systems; particle swarm optimization; simulation tool; smart grid;
Conference_Titel :
Power Systems Conference and Exposition (PSCE), 2011 IEEE/PES
Conference_Location :
Phoenix, AZ
Print_ISBN :
978-1-61284-789-4
Electronic_ISBN :
978-1-61284-787-0
DOI :
10.1109/PSCE.2011.5772450