NDLI: Electricity scheduling strategy for home energy management system with renewable energy and battery storage: a case study

Content Provider	IET Digital Library
Author	Yang, Junjie Liu, Juan Fang, Zilu Liu, Weiting
Abstract	With the development of smart grid, energy consumption on residence will play an important role in the electricity market, while the Home Energy Management System (HEMS) has huge potential to help energy conservation. In this study, a practical HEMS model with renewable energy, storage devices and plug-in electric vehicles, considering the battery sustainability and the full utilisation of the renewable energy, is first established. Then, according to the combinations of the genetic algorithm (GA) and the multi-constrained integer programming method, an improved GA is proposed, which goal is to minimise the electricity purchase and maximise the renewable energy utilisation. Finally, it is demonstrated by an example that the proposed method is significant in cost saving and reducing energy wastes. To verify the performances of the proposed algorithm, the numerical results indicate that the proposed algorithm has high computational efficiency and good robustness. In addition, it can avoid the disadvantages easy to trap at a local optimal point, and are insensitive to initial solutions. The effect of the storage device on system property and the sensitivity of cost savings versus demand response, size of the battery, and the electricity price sell to the grid are also analysed.
Starting Page	639
Ending Page	648
Page Count	10
ISSN	17521416
Volume Number	12
e-ISSN	17521424
Issue Number	Issue 6, Apr (2018)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-rpg/12/6
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-rpg.2017.0330
Journal	IET Renewable Power Generation
Publisher Date	2017-12-18
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Battery Powered Vehicle Battery Storage Device Battery Storage Plants Demand Response Electricity Market Electricity Pricing Electricity Purchase Minimisation Electricity Scheduling Strategy Energy Conservation Energy Consumption Energy Management System Energy ReSource Energy Waste Reduction Genetic Algorithm Home Energy Management System Integer Programming Multiconstrained Integer Programming Method Optimisation Technique Plug-in Electric Vehicle Power Market Power System Economics Power System Managemen Power System Management Power System Operation Practical HEMS Model Purchasing Renewable Energy Source Renewable Energy Utilisation Maximization Secondary Cell Smart Grid Transportation
Content Type	Text
Resource Type	Article
Subject	Renewable Energy, Sustainability and the Environment

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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