Service restoration in distribution networks using combination of two heuristic methods considering load shedding

Two heuristic methods are proposed to find an effective and fast solution in modern power distribution networks. For solving the service restoration problem in distribution networks, switch selection indices based on an analytic approach and a practicable heuristic graph-based method are given. The...

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Main Authors: Meysam Gholami, Jamal Moshtagh, Naji Ghadernejad
Format: Article
Language:English
Published: IEEE 2015-01-01
Series:Journal of Modern Power Systems and Clean Energy
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8940924/
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spelling doaj-11838b77621740e29099f0096f9ab7fd2021-04-23T16:13:36ZengIEEEJournal of Modern Power Systems and Clean Energy2196-54202015-01-013455656410.1007/s40565-015-0139-68940924Service restoration in distribution networks using combination of two heuristic methods considering load sheddingMeysam Gholami0Jamal Moshtagh1Naji Ghadernejad2University of Kurdistan,Department of Electrical Engineering,Kurdistan,IranUniversity of Kurdistan,Department of Electrical Engineering,Kurdistan,IranWest Regional Electrical Company,Kermanshah,IranTwo heuristic methods are proposed to find an effective and fast solution in modern power distribution networks. For solving the service restoration problem in distribution networks, switch selection indices based on an analytic approach and a practicable heuristic graph-based method are given. The formulation of the problem includes four different objective functions: 1) maximizing the total load restored; 2) minimizing the number of switching operations; 3) maximizing the top priority restored load; 4) minimizing load shedding. A suitable evaluation of switch indices is used for all candidate tie switches (TSs) in the network to find the best solution and decrease the number of switching operations. A new graph-based approach is utilized for finding the best sectionalizes switch (SS) and minimizing the voltage drop. The accuracy and the validity of the approach are tested in two standard electrical distribution networks. The results of the approach are used for IEEE 69-bus and IEEE 119-bus test case.https://ieeexplore.ieee.org/document/8940924/Service restorationModern distribution networksSmart gridSwitch indicesGraph-based method
collection DOAJ
language English
format Article
sources DOAJ
author Meysam Gholami
Jamal Moshtagh
Naji Ghadernejad
spellingShingle Meysam Gholami
Jamal Moshtagh
Naji Ghadernejad
Service restoration in distribution networks using combination of two heuristic methods considering load shedding
Journal of Modern Power Systems and Clean Energy
Service restoration
Modern distribution networks
Smart grid
Switch indices
Graph-based method
author_facet Meysam Gholami
Jamal Moshtagh
Naji Ghadernejad
author_sort Meysam Gholami
title Service restoration in distribution networks using combination of two heuristic methods considering load shedding
title_short Service restoration in distribution networks using combination of two heuristic methods considering load shedding
title_full Service restoration in distribution networks using combination of two heuristic methods considering load shedding
title_fullStr Service restoration in distribution networks using combination of two heuristic methods considering load shedding
title_full_unstemmed Service restoration in distribution networks using combination of two heuristic methods considering load shedding
title_sort service restoration in distribution networks using combination of two heuristic methods considering load shedding
publisher IEEE
series Journal of Modern Power Systems and Clean Energy
issn 2196-5420
publishDate 2015-01-01
description Two heuristic methods are proposed to find an effective and fast solution in modern power distribution networks. For solving the service restoration problem in distribution networks, switch selection indices based on an analytic approach and a practicable heuristic graph-based method are given. The formulation of the problem includes four different objective functions: 1) maximizing the total load restored; 2) minimizing the number of switching operations; 3) maximizing the top priority restored load; 4) minimizing load shedding. A suitable evaluation of switch indices is used for all candidate tie switches (TSs) in the network to find the best solution and decrease the number of switching operations. A new graph-based approach is utilized for finding the best sectionalizes switch (SS) and minimizing the voltage drop. The accuracy and the validity of the approach are tested in two standard electrical distribution networks. The results of the approach are used for IEEE 69-bus and IEEE 119-bus test case.
topic Service restoration
Modern distribution networks
Smart grid
Switch indices
Graph-based method
url https://ieeexplore.ieee.org/document/8940924/
work_keys_str_mv AT meysamgholami servicerestorationindistributionnetworksusingcombinationoftwoheuristicmethodsconsideringloadshedding
AT jamalmoshtagh servicerestorationindistributionnetworksusingcombinationoftwoheuristicmethodsconsideringloadshedding
AT najighadernejad servicerestorationindistributionnetworksusingcombinationoftwoheuristicmethodsconsideringloadshedding
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