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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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 |
_version_ |
1725485779048726528 |