Robust coordination of distributed generation and price-based demand response in microgrids
Microgrid is an effective means to integrate distributed generation (DG) resource. However, uncertain renewable DG such as wind turbine and photovoltaic outputs and load demands can introduce tremendous difficulties for energy management in microgrids. To mitigate such difficulties, price-based dema...
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sg-ntu-dr.10356-1413262020-06-08T00:45:07Z Robust coordination of distributed generation and price-based demand response in microgrids Zhang, Cuo Xu, Yan Dong, Zhao Yang Wong, Kit Po School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Demand Response Distributed Generation Microgrid is an effective means to integrate distributed generation (DG) resource. However, uncertain renewable DG such as wind turbine and photovoltaic outputs and load demands can introduce tremendous difficulties for energy management in microgrids. To mitigate such difficulties, price-based demand response (PBDR) can adjust the loads to adapt to the renewables. On the other hand, dispatchable DG such as microturbines can coordinate with the PBDR to further manage the power balance and achieve economic benefits. In this paper, a two-stage robust microgrid coordination strategy is proposed: a PBDR is scheduled a day ahead and microturbine outputs are modified hourly. A two-stage robust optimization model is proposed to address the coordination problem with guaranteed robustness against the uncertainties of renewable DG and load demands. Simulation results show PBDR and multiple DG units can coordinate effectively to accommodate the renewable and demand uncertainties while maximizing the microgrid benefits. 2020-06-08T00:45:07Z 2020-06-08T00:45:07Z 2017 Journal Article Zhang, C., Xu, Y., Dong, Z. Y., & Wong, K. P. (2018). Robust coordination of distributed generation and price-based demand response in microgrids. IEEE Transactions on Smart Grid, 9(5), 4236-4247. doi:10.1109/TSG.2017.2653198 1949-3053 https://hdl.handle.net/10356/141326 10.1109/TSG.2017.2653198 2-s2.0-85052713452 5 9 4236 4247 en IEEE Transactions on Smart Grid © 2017 IEEE. All rights reserved. |
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Engineering::Electrical and electronic engineering Demand Response Distributed Generation Zhang, Cuo Xu, Yan Dong, Zhao Yang Wong, Kit Po Robust coordination of distributed generation and price-based demand response in microgrids |
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Microgrid is an effective means to integrate distributed generation (DG) resource. However, uncertain renewable DG such as wind turbine and photovoltaic outputs and load demands can introduce tremendous difficulties for energy management in microgrids. To mitigate such difficulties, price-based demand response (PBDR) can adjust the loads to adapt to the renewables. On the other hand, dispatchable DG such as microturbines can coordinate with the PBDR to further manage the power balance and achieve economic benefits. In this paper, a two-stage robust microgrid coordination strategy is proposed: a PBDR is scheduled a day ahead and microturbine outputs are modified hourly. A two-stage robust optimization model is proposed to address the coordination problem with guaranteed robustness against the uncertainties of renewable DG and load demands. Simulation results show PBDR and multiple DG units can coordinate effectively to accommodate the renewable and demand uncertainties while maximizing the microgrid benefits. |
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School of Electrical and Electronic Engineering |
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School of Electrical and Electronic Engineering Zhang, Cuo Xu, Yan Dong, Zhao Yang Wong, Kit Po |
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Article |
author |
Zhang, Cuo Xu, Yan Dong, Zhao Yang Wong, Kit Po |
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Zhang, Cuo |
title |
Robust coordination of distributed generation and price-based demand response in microgrids |
title_short |
Robust coordination of distributed generation and price-based demand response in microgrids |
title_full |
Robust coordination of distributed generation and price-based demand response in microgrids |
title_fullStr |
Robust coordination of distributed generation and price-based demand response in microgrids |
title_full_unstemmed |
Robust coordination of distributed generation and price-based demand response in microgrids |
title_sort |
robust coordination of distributed generation and price-based demand response in microgrids |
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2020 |
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https://hdl.handle.net/10356/141326 |
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1681059502164541440 |