Title :
Energy efficient home with price sensitive stochastically programmable TCAs
Author :
Vivekananthan, C. ; Mishra, Y. ; Rajashekara, K.
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci., Queensland Univ. of Technol., Brisbane, QLD, Australia
Abstract :
Introduction of dynamic pricing in present retail market, considerably affects customers with an increased cost of energy consumption. Therefore, customers are enforced to control their loads according to price variation. This paper proposes a new technique of Home Energy Management, which helps customers to minimize their cost of energy consumption by appropriately controlling their loads. Thermostatically Controllable Appliances (TCAs) such as air conditioner and water heater are focused in this study, as they consume more than 50% of the total household energy consumption. The control process includes stochastic dynamic programming, which incorporated uncertainties in price and demand variation. It leads to an accurate selection of appliance settings. It is followed by a real time control of selected appliances with its optimal settings. Temperature set points of TCAs are adjusted based on price droop which is a reflection of actual cost of energy consumption. Customer satisfaction is maintained within limits using constraint optimization. It is showed that considerable energy savings is achieved.
Keywords :
air conditioning; customer satisfaction; domestic appliances; dynamic programming; energy conservation; heat systems; load regulation; pricing; stochastic programming; TCA; air conditioner; constraint optimization; customer satisfaction; dynamic pricing; home energy management; stochastic dynamic programming; thermostatically controllable appliances; water heater; Energy consumption; Home appliances; Power demand; Process control; Real-time systems; Stochastic processes; Water heating; Dynamic Pricing; Energy Efficient Home; Real Time Pricing; Thermostatically Controllable Appliances;
Conference_Titel :
Industrial Electronics Society, IECON 2014 - 40th Annual Conference of the IEEE
DOI :
10.1109/IECON.2014.7049318