Multiple Objective Compromised Method for Power Management in Virtual Power Plants

In practical optimization, a priority requirement for different objectives of multiple objective optimization problems should be considered. In this paper, the distributed power management of a Virtual Power Plant (VPP) with priority requirement is optimized by the compromised method. The operation...

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Bibliographic Details
Main Authors: Yanchi Zhang, Jinxia Gong, Chuanwen Jiang, Da Xie
Format: Article
Language:English
Published: MDPI AG 2011-04-01
Series:Energies
Subjects:
VPP
Online Access:http://www.mdpi.com/1996-1073/4/4/700/
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spelling doaj-64063d818fd14e2693410196cff587ec2020-11-24T23:48:31ZengMDPI AGEnergies1996-10732011-04-014470071610.3390/en4040700Multiple Objective Compromised Method for Power Management in Virtual Power PlantsYanchi ZhangJinxia GongChuanwen JiangDa XieIn practical optimization, a priority requirement for different objectives of multiple objective optimization problems should be considered. In this paper, the distributed power management of a Virtual Power Plant (VPP) with priority requirement is optimized by the compromised method. The operation optimization model of VPP is formulated as a fuzzy multiple objective optimization problem considering the satisfaction of customers and suppliers, the system stability, the power quality, and costs with operation limitations. The multiple objective optimization algorithm with the compromise of the satisfactory degree and the priority of objectives is studied based on the principle of two-step interactive satisfactory optimization. This method is also applied in a test system.http://www.mdpi.com/1996-1073/4/4/700/multiple objective optimizationVPPsatisfaction decision makingpriority
collection DOAJ
language English
format Article
sources DOAJ
author Yanchi Zhang
Jinxia Gong
Chuanwen Jiang
Da Xie
spellingShingle Yanchi Zhang
Jinxia Gong
Chuanwen Jiang
Da Xie
Multiple Objective Compromised Method for Power Management in Virtual Power Plants
Energies
multiple objective optimization
VPP
satisfaction decision making
priority
author_facet Yanchi Zhang
Jinxia Gong
Chuanwen Jiang
Da Xie
author_sort Yanchi Zhang
title Multiple Objective Compromised Method for Power Management in Virtual Power Plants
title_short Multiple Objective Compromised Method for Power Management in Virtual Power Plants
title_full Multiple Objective Compromised Method for Power Management in Virtual Power Plants
title_fullStr Multiple Objective Compromised Method for Power Management in Virtual Power Plants
title_full_unstemmed Multiple Objective Compromised Method for Power Management in Virtual Power Plants
title_sort multiple objective compromised method for power management in virtual power plants
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2011-04-01
description In practical optimization, a priority requirement for different objectives of multiple objective optimization problems should be considered. In this paper, the distributed power management of a Virtual Power Plant (VPP) with priority requirement is optimized by the compromised method. The operation optimization model of VPP is formulated as a fuzzy multiple objective optimization problem considering the satisfaction of customers and suppliers, the system stability, the power quality, and costs with operation limitations. The multiple objective optimization algorithm with the compromise of the satisfactory degree and the priority of objectives is studied based on the principle of two-step interactive satisfactory optimization. This method is also applied in a test system.
topic multiple objective optimization
VPP
satisfaction decision making
priority
url http://www.mdpi.com/1996-1073/4/4/700/
work_keys_str_mv AT yanchizhang multipleobjectivecompromisedmethodforpowermanagementinvirtualpowerplants
AT jinxiagong multipleobjectivecompromisedmethodforpowermanagementinvirtualpowerplants
AT chuanwenjiang multipleobjectivecompromisedmethodforpowermanagementinvirtualpowerplants
AT daxie multipleobjectivecompromisedmethodforpowermanagementinvirtualpowerplants
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