Integrating Home Energy Simulation and Dynamic Electricity Price for Demand Response Study
作者
Shuhui Li,Dong Zhang,Adam B. Roget,Zheng O’Neill
出处
期刊:IEEE Transactions on Smart Grid [Institute of Electrical and Electronics Engineers] 日期:2013-12-17卷期号:5 (2): 779-788被引量:110
标识
DOI:10.1109/tsg.2013.2279110
摘要
This paper studies how to develop and evaluate demand response strategies from the consumer's perspective through a computational experiment approach. The proposed approach includes a home energy consumption simulator, a demand response mechanism obtained through optimization, particle swam or heuristic method, and an integrative computing platform that combines the home energy simulator and MATLAB together for demand response development and evaluation. Several demand response strategies are developed and evaluated through the computational experiment technique. The paper investigates and compares characteristics of different demand response strategies and how they are affected by dynamic pricing tariffs, seasons, and weather. Case studies are conducted by considering home energy consumption, dynamic electricity pricing schemes, and demand response methods.