DocumentCode :
3733624
Title :
Multi-objective optimization model for energy mangement of household micro-grids participating in demand response
Author :
Wei Fan;Nian Liu;Jianhua Zhang
Author_Institution :
School of Electrical & Electronic Engineering, North China Electric Power University, Beijing, China
fYear :
2015
Firstpage :
1
Lastpage :
6
Abstract :
A multi-objective optimization model based on real time pricing, controllable load and a heuristic technique is proposed for household micro-grids. The objective of the model is to reduce the electricity bill cost and minimize the difference between the temperature of Heating, Ventilation and Air Conditioning (HVAC), Electric Water Heater (EWH) and their user-defined target temperature. A hybrid coding differential evolution algorithm is used for the optimization of household appliance operation and resource management. In the model, the household appliances are classified into three types to better realize the optimization model. A heuristic technique is presented to set the target temperature of HVAC and EWH through real time pricing. Finally, the function of the model is verified through a real case study.
Keywords :
"Home appliances","Load modeling","Optimization","Real-time systems","Water heating","Photovoltaic systems"
Publisher :
ieee
Conference_Titel :
Smart Grid Technologies - Asia (ISGT ASIA), 2015 IEEE Innovative
Electronic_ISBN :
2378-8542
Type :
conf
DOI :
10.1109/ISGT-Asia.2015.7387040
Filename :
7387040
Link To Document :
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