Modeling and evaluation of real-time energy management systems for microgrids
Bow, Wilson G., Du, Yang, and Louis, Alan (2019) Modeling and evaluation of real-time energy management systems for microgrids. In: Proceedings of the 29th Australasian Universities Power Engineering Conference. From: AUPEC 2019: 29th Australasian Universities Power Engineering Conference, 26-29 May 2019, Nadi, Fiji.
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Abstract
The introduction of renewable generation to power systems present great opportunities to harness natural sources of energy. However, they suffer the drawbacks of intermittency, unpredictability, and increased complexity. Energy storage is a necessary component to address these issues. Energy management systems propose planning, forecasting, and deployment of energy to integrate new technology address its shortfalls. This paper evaluates popular control strategies: rule-based, and linear programming. Case studies are presented to demonstrate use cases and value of these methods. Experimental testing also verifies the credibility of practical implementation. Recommendations are made to further the practicality of energy management systems, including controllable loads, real-time pricing, and time-of-use tariffs.
| Item ID: | 64958 |
|---|---|
| Item Type: | Conference Item (Research - E1) |
| ISBN: | 978-1-7281-5043-7 |
| Keywords: | microgrids, linear programming, energy management systems |
| Copyright Information: | (C) IEEE |
| Funders: | National Natural Science Foundation of China (NNSFC), Jiangsu Science and Technology Program (JSTP), AI University Research Centre (AI-URC) |
| Projects and Grants: | NNSFC No. 61803315, JSTP BK20180243, AI-URC through XJTLU Key Programme Special Fund |
| Date Deposited: | 04 Nov 2020 07:52 |
| FoR Codes: | 40 ENGINEERING > 4008 Electrical engineering > 400805 Electrical energy transmission, networks and systems @ 60% 40 ENGINEERING > 4008 Electrical engineering > 400803 Electrical energy generation (incl. renewables, excl. photovoltaics) @ 40% |
| SEO Codes: | 85 ENERGY > 8506 Energy Storage, Distribution and Supply > 850604 Energy Transmission and Distribution (excl. Hydrogen) @ 100% |
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