Flexibility Exploitation With Nonlinear Integrated Demand Response for Multi-Energy System Against Load Estimation Mistake
Integrated demand response contributes to flexibility improvement in multi-energy system. Yet, the challenge posed by the load estimation mistake needs to be addressed to explore the available flexibility. In this paper, we present a price-based nonlinear integrated demand response for multi-energy...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2023-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10098611/ |
| _version_ | 1797847392312098816 |
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| author | Yunbei Zhuang Yueyu Liu Zekun Rong Jiajia Chen |
| author_facet | Yunbei Zhuang Yueyu Liu Zekun Rong Jiajia Chen |
| author_sort | Yunbei Zhuang |
| collection | DOAJ |
| description | Integrated demand response contributes to flexibility improvement in multi-energy system. Yet, the challenge posed by the load estimation mistake needs to be addressed to explore the available flexibility. In this paper, we present a price-based nonlinear integrated demand response for multi-energy microgrid against estimation mistakes of both electricity and gas loads. Among them, we develop a period partition method to describe load characteristics and reach a reasonable time-of-use pricing. Besides, a credibility theory-based risk measurement is presented to evaluate the uncertain wind power. Finally, case studies demonstrate the feasibility and effectiveness of the proposed method in flattening load curve, reducing operation cost and promoting the accommodation of wind power. |
| first_indexed | 2024-04-09T18:10:39Z |
| format | Article |
| id | doaj.art-df3eabe0455a45b2a8c1c83d9a6f6032 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-04-09T18:10:39Z |
| publishDate | 2023-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-df3eabe0455a45b2a8c1c83d9a6f60322023-04-13T23:01:10ZengIEEEIEEE Access2169-35362023-01-0111355793559010.1109/ACCESS.2023.326605610098611Flexibility Exploitation With Nonlinear Integrated Demand Response for Multi-Energy System Against Load Estimation MistakeYunbei Zhuang0Yueyu Liu1Zekun Rong2Jiajia Chen3https://orcid.org/0000-0001-6027-7712Business School, Shandong University of Technology, Zibo, ChinaSchool of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, ChinaSchool of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, ChinaSchool of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, ChinaIntegrated demand response contributes to flexibility improvement in multi-energy system. Yet, the challenge posed by the load estimation mistake needs to be addressed to explore the available flexibility. In this paper, we present a price-based nonlinear integrated demand response for multi-energy microgrid against estimation mistakes of both electricity and gas loads. Among them, we develop a period partition method to describe load characteristics and reach a reasonable time-of-use pricing. Besides, a credibility theory-based risk measurement is presented to evaluate the uncertain wind power. Finally, case studies demonstrate the feasibility and effectiveness of the proposed method in flattening load curve, reducing operation cost and promoting the accommodation of wind power.https://ieeexplore.ieee.org/document/10098611/Credibilityflexibilityintegrated demand responseload mistakemulti-energy system |
| spellingShingle | Yunbei Zhuang Yueyu Liu Zekun Rong Jiajia Chen Flexibility Exploitation With Nonlinear Integrated Demand Response for Multi-Energy System Against Load Estimation Mistake IEEE Access Credibility flexibility integrated demand response load mistake multi-energy system |
| title | Flexibility Exploitation With Nonlinear Integrated Demand Response for Multi-Energy System Against Load Estimation Mistake |
| title_full | Flexibility Exploitation With Nonlinear Integrated Demand Response for Multi-Energy System Against Load Estimation Mistake |
| title_fullStr | Flexibility Exploitation With Nonlinear Integrated Demand Response for Multi-Energy System Against Load Estimation Mistake |
| title_full_unstemmed | Flexibility Exploitation With Nonlinear Integrated Demand Response for Multi-Energy System Against Load Estimation Mistake |
| title_short | Flexibility Exploitation With Nonlinear Integrated Demand Response for Multi-Energy System Against Load Estimation Mistake |
| title_sort | flexibility exploitation with nonlinear integrated demand response for multi energy system against load estimation mistake |
| topic | Credibility flexibility integrated demand response load mistake multi-energy system |
| url | https://ieeexplore.ieee.org/document/10098611/ |
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