Robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads

A multi-energy microgrid (MEMG) can simultaneously supply electric and thermal energy to customers to improve overall energy utilization efficiency. However, intermittency and uncertainty from renewable power generation, such as wind turbines and solar photovoltaics, as well as electric and temperat...

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Main Authors: Zhang, Cuo, Xu, Yan, Li, Zhengmao, Dong, Zhao Yang
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2020
Subjects:
Online Access:https://hdl.handle.net/10356/141190
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1411902020-06-05T00:46:33Z Robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads Zhang, Cuo Xu, Yan Li, Zhengmao Dong, Zhao Yang School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Demand Response Multi-energy Microgrid A multi-energy microgrid (MEMG) can simultaneously supply electric and thermal energy to customers to improve overall energy utilization efficiency. However, intermittency and uncertainty from renewable power generation, such as wind turbines and solar photovoltaics, as well as electric and temperature-dependent thermal loads can significantly challenge and complicate the operation of an MEMG. To conquer the challenges, this paper utilizes price-based demand response and indoor temperature control to flexibilize the electric and thermal loads, respectively. Then, a two-stage coordinated operation method is proposed to optimally coordinate the combined cooling, heat, and power plants, flexible electric and thermal loads, and thermal storage under these multiple uncertainties. The mathematical problem is modeled as a two-stage robust optimization model and solved by column-and-constraint generation algorithm. Simulation results verify high energy utilization efficiency and operating robustness of the proposed method. MOE (Min. of Education, S’pore) 2020-06-05T00:46:32Z 2020-06-05T00:46:32Z 2018 Journal Article Zhang, C., Xu, Y., Li, Z., & Dong, Z. Y. (2019). Robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads. IEEE Transactions on Smart Grid, 10(3), 2765-2775. doi:10.1109/TSG.2018.2810247 1949-3053 https://hdl.handle.net/10356/141190 10.1109/TSG.2018.2810247 2-s2.0-85042867970 3 10 2765 2775 en IEEE Transactions on Smart Grid © 2018 IEEE. All rights reserved.
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
Demand Response
Multi-energy Microgrid
spellingShingle Engineering::Electrical and electronic engineering
Demand Response
Multi-energy Microgrid
Zhang, Cuo
Xu, Yan
Li, Zhengmao
Dong, Zhao Yang
Robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads
description A multi-energy microgrid (MEMG) can simultaneously supply electric and thermal energy to customers to improve overall energy utilization efficiency. However, intermittency and uncertainty from renewable power generation, such as wind turbines and solar photovoltaics, as well as electric and temperature-dependent thermal loads can significantly challenge and complicate the operation of an MEMG. To conquer the challenges, this paper utilizes price-based demand response and indoor temperature control to flexibilize the electric and thermal loads, respectively. Then, a two-stage coordinated operation method is proposed to optimally coordinate the combined cooling, heat, and power plants, flexible electric and thermal loads, and thermal storage under these multiple uncertainties. The mathematical problem is modeled as a two-stage robust optimization model and solved by column-and-constraint generation algorithm. Simulation results verify high energy utilization efficiency and operating robustness of the proposed method.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Zhang, Cuo
Xu, Yan
Li, Zhengmao
Dong, Zhao Yang
format Article
author Zhang, Cuo
Xu, Yan
Li, Zhengmao
Dong, Zhao Yang
author_sort Zhang, Cuo
title Robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads
title_short Robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads
title_full Robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads
title_fullStr Robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads
title_full_unstemmed Robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads
title_sort robustly coordinated operation of a multi-energy microgrid with flexible electric and thermal loads
publishDate 2020
url https://hdl.handle.net/10356/141190
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