An Operational Approach to Multi-Objective Optimization for Volt-VAr Control

Recent research has enabled the integration of traditional Volt-VAr Control (VVC) resources, such as capacitor banks and transformer tap changers, with Distributed Energy Resources (DERs), such as photo-voltaic sources and energy storage, in order to achieve various Volt-VAr Optimization (VVO) targe...

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Main Authors: David Raz, Yuval Beck
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/22/5871
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spelling doaj-b05bb0e0fedb4533b89b2fd0f1660bca2020-11-25T04:02:17ZengMDPI AGEnergies1996-10732020-11-01135871587110.3390/en13225871An Operational Approach to Multi-Objective Optimization for Volt-VAr ControlDavid Raz0Yuval Beck1HIT—Holon Institute of Technology, Holon 5810201, IsraelSchool of Electrical Engineering, Tel Aviv University, Tel Aviv 6997801, IsraelRecent research has enabled the integration of traditional Volt-VAr Control (VVC) resources, such as capacitor banks and transformer tap changers, with Distributed Energy Resources (DERs), such as photo-voltaic sources and energy storage, in order to achieve various Volt-VAr Optimization (VVO) targets, such as Conservation Voltage Reduction (CVR), minimizing VAr flow at the transformer, minimizing grid losses, minimizing asset operations and more. When more than one target function can be optimized, the question of multi-objective optimization is raised. In this work, a general formulation of the multi-objective Volt-VAr Optimization problem is proposed. The applicability of various multi-optimization techniques is considered and the operational interpretation of these solutions is discussed. The methods are demonstrated using a simulation on a test feeder.https://www.mdpi.com/1996-1073/13/22/5871Volt-VAr ControlVolt-VAr Optimizationmulti-objective optimization
collection DOAJ
language English
format Article
sources DOAJ
author David Raz
Yuval Beck
spellingShingle David Raz
Yuval Beck
An Operational Approach to Multi-Objective Optimization for Volt-VAr Control
Energies
Volt-VAr Control
Volt-VAr Optimization
multi-objective optimization
author_facet David Raz
Yuval Beck
author_sort David Raz
title An Operational Approach to Multi-Objective Optimization for Volt-VAr Control
title_short An Operational Approach to Multi-Objective Optimization for Volt-VAr Control
title_full An Operational Approach to Multi-Objective Optimization for Volt-VAr Control
title_fullStr An Operational Approach to Multi-Objective Optimization for Volt-VAr Control
title_full_unstemmed An Operational Approach to Multi-Objective Optimization for Volt-VAr Control
title_sort operational approach to multi-objective optimization for volt-var control
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2020-11-01
description Recent research has enabled the integration of traditional Volt-VAr Control (VVC) resources, such as capacitor banks and transformer tap changers, with Distributed Energy Resources (DERs), such as photo-voltaic sources and energy storage, in order to achieve various Volt-VAr Optimization (VVO) targets, such as Conservation Voltage Reduction (CVR), minimizing VAr flow at the transformer, minimizing grid losses, minimizing asset operations and more. When more than one target function can be optimized, the question of multi-objective optimization is raised. In this work, a general formulation of the multi-objective Volt-VAr Optimization problem is proposed. The applicability of various multi-optimization techniques is considered and the operational interpretation of these solutions is discussed. The methods are demonstrated using a simulation on a test feeder.
topic Volt-VAr Control
Volt-VAr Optimization
multi-objective optimization
url https://www.mdpi.com/1996-1073/13/22/5871
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