Optimal Scheme with Load Forecasting for Demand Side Management (DSM) in Residential Areas
Optimal Scheme with Load Forecasting for Demand Side Management (DSM) in Residential Areas作者机构：Electrical power and Machines department Faculty of engineering Cairo University Giza Egypt
出 版 物：《Energy and Power Engineering》 (能源与动力工程（英文）)
年 卷 期：2013年第5卷第4期
页 面：889-896页
学科分类：1002[医学-临床医学] 100214[医学-肿瘤学] 10[医学]
主 题：Component Demand Side Management(DSM) Load factor(L.F.) Short Term Load Forecatsing(STLF) Long Term Load Forecasting(LTLF) Artificial Neural Network(ANN)
摘 要：Utilities around the world have been considering Demand Side Management (DSM) in their strategic planning. The costs of constructing and operating a new capacity generation unit are increasing everyday as well as Transmission and distribution and land issues for new generation plants, which force the utilities to search for another alternatives without any additional constraints on customers comfort level or quality of delivered product. De can be defined as the selection, planning, and implementation of measures intended to have an influence on the demand or customer-side of the electric meter, either caused directly or stimulated indirectly by the utility. DSM programs are peak clipping, Valley filling, Load shifting, Load building, energy conservation and flexible load shape. The main Target of this paper is to show the relation between DSM and Load Forecasting. Moreover, it highlights on the effect of applying DSM on Forecasted demands and how this affects the planning strategies for utility companies. This target will be clearly illustrated through applying the developed algorithm in this paper on an existing residential compound in Cairo-Egypt.
维普期刊数据库