Title :
Real-time household load priority scheduling algorithm based on prediction of renewable source availability
Author :
Liu, Xin ; Ivanescu, Liviu ; Kang, Rui ; Maier, Martin
Author_Institution :
Sch. of Inf. & Electr. Eng., Hebei Univ. of Eng., Handan, China
fDate :
5/1/2012 12:00:00 AM
Abstract :
We propose a real-time household load priority scheduling algorithm based on renewable source availability prediction to maximize the benefits of renewable sources and minimize the total cost of energy consumption with consumers´ comfort constraints. Home appliances are assigned dynamic priority according to their different energy consumption modes and their corresponding status. Hour-byhour weather forecast is considered to predict the availability of the renewable sources. Based on the allocated priority, home appliances are scheduled according to the predicted output of renewable sources and the forecast electricity market price. In addition, to effectively schedule appliances according to the real-time output of renewable sources and the electricity market price changes, which generally deviate from the corresponding forecasting, an algorithm for realtime household load scheduling is proposed and its benefits on cost and energy efficiency are discussed as well.
Keywords :
domestic appliances; energy consumption; energy management systems; load forecasting; power markets; consumer comfort constraint; electricity market price; energy consumption; energy efficiency; home appliances; hour-by-hour weather forecast; real-time household load priority scheduling; renewable source availability prediction; smart home; Electricity supply industry; Energy consumption; Forecasting; Real time systems; Refrigerators; Schedules; Smart home; dynamic priority scheduling; energy management; renewable sources;
Journal_Title :
Consumer Electronics, IEEE Transactions on
DOI :
10.1109/TCE.2012.6227429