Title :
Optimization-based home energy management in the presence of solar energy and storage
Author :
Mohammadi, Soheil ; Momtazpour, Marjan ; Sanaei, Esmaeil
Author_Institution :
Electr. Eng. Dept., Sharif Univ. of Technol., Tehran, Iran
Abstract :
New technologies such as smart homes and appliances and renewable energy production have been attracting much attention in recent years. In practice, the management of these technologies to get the minimum household payment has become a challenge due to the time-varying electricity price. In this paper, we propose a real time energy management system to manage the appliances and storages. The solar energy is charged in the storages and used together with the grid electricity to supply the appliances. The proposed management system uses an ILP-based Home Energy Management (ILPHEM) optimization engine. ILPHEM schedules appliances requests and storage usage based on updated real time input data for minimum household payment. Experimental results show that the proposed ILPHEM model can reduce the household payments by 20% compared to the best conventional approach.
Keywords :
building management systems; domestic appliances; energy management systems; power grids; solar cells; ILP-based home energy management optimization engine; ILPHEM optimization engine; grid electricity; homes appliance; real time energy management system; renewable energy production; smart home; solar energy storage; time-varying electricity price; Electricity; Energy consumption; Energy management; Equations; Home appliances; Mathematical model; Solar energy; Home Area Network; Home Energy Management; Integer Linear Programming; Responsive appliances;
Conference_Titel :
Electrical Engineering (ICEE), 2013 21st Iranian Conference on
Conference_Location :
Mashhad
DOI :
10.1109/IranianCEE.2013.6599649