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      KCI등재 SCIE SCOPUS

      A Comparison Between GSA and IGSA for Optimal Allocation and Sizing of DG and Impact to Voltage Stability Margin in Electrical Distribution System

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      https://www.riss.kr/link?id=A107879877

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      다국어 초록 (Multilingual Abstract)

      Optimal placement and sizing of Distributed Generation (DG) are essential for future power planning of distribution networks. The performance of Gravitational Search Algorithm (GSA) and an Improved version of Gravitational Search Algorithm (IGSA) are compared in solving the optimization problem. The multi-objective function optimization includes power loss minimization (P loss ), Minimum bus voltage (Vbus min ), and an average voltage total harmonic distortion (THDv) are considered in this optimization problem and the IEEE 13-bus and IEEE 69-bus radial distribution network were applied on this study. The benefi ts due to the optimal placement and sizing of DG include power loss reduction, minimization of total harmonic distortion, and improvement of bus voltages, especially the weakest bus in the distribution network. The impact of DG installation at the proposed location with the proposed sizing on voltage stability margin also presented. The results show the Voltage Stability Margin (VSM) for both real power (P) and reactive power (Q) at the weakest bus after DG have improvement with present of DG.
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      Optimal placement and sizing of Distributed Generation (DG) are essential for future power planning of distribution networks. The performance of Gravitational Search Algorithm (GSA) and an Improved version of Gravitational Search Algorithm (IGSA) are ...

      Optimal placement and sizing of Distributed Generation (DG) are essential for future power planning of distribution networks. The performance of Gravitational Search Algorithm (GSA) and an Improved version of Gravitational Search Algorithm (IGSA) are compared in solving the optimization problem. The multi-objective function optimization includes power loss minimization (P loss ), Minimum bus voltage (Vbus min ), and an average voltage total harmonic distortion (THDv) are considered in this optimization problem and the IEEE 13-bus and IEEE 69-bus radial distribution network were applied on this study. The benefi ts due to the optimal placement and sizing of DG include power loss reduction, minimization of total harmonic distortion, and improvement of bus voltages, especially the weakest bus in the distribution network. The impact of DG installation at the proposed location with the proposed sizing on voltage stability margin also presented. The results show the Voltage Stability Margin (VSM) for both real power (P) and reactive power (Q) at the weakest bus after DG have improvement with present of DG.

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      참고문헌 (Reference)

      1 Dinakara Prasad Reddy P, "Whale optimization algorithm for optimal sizing of renewable resources for loss reduction in distribution systems" 4 : 3-, 2017

      2 Nor AFM, "Voltage stability analysis of load buses in electric power system using adaptive neuro-fuzzy inference system(anfi s)and probabilistic neural network(pnn)" 12 (12): 1406-1412, 2017

      3 Fateh A, "Voltage instability analysis based on adaptive neuro-fuzzy inference system and probabilistic neural network" 2018

      4 Marizan Sulaiman, "Voltage Instability Analysis on PV and QV Curves for Radial-Type and Mesh-Type Electrical Power Networks" Praise Worthy Prize 10 (10): 109-115, 2015

      5 Daud S, "The impacts of distributed Photovoltaic generation on power distribution networks losses" 11-15, 2015

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      7 Nor AFM, "Study of voltage and power stability margins of electrical power system using ANN" 1-7, 2016

      8 Irfan M, "Sizing and siting of types I–IV DG units using chaos-assisted gravitational search algorithm" 8 (8): 2018

      9 Atwa Y, "Probabilistic approach for optimal allocation of wind-based distributed generation in distribution systems" 5 : 79-88, 2011

      10 Partha Kayal, "Placement of wind and solar based DGs in distribution system for power loss minimization and voltage stability improvement" Elsevier BV 53 : 795-809, 2013

      1 Dinakara Prasad Reddy P, "Whale optimization algorithm for optimal sizing of renewable resources for loss reduction in distribution systems" 4 : 3-, 2017

      2 Nor AFM, "Voltage stability analysis of load buses in electric power system using adaptive neuro-fuzzy inference system(anfi s)and probabilistic neural network(pnn)" 12 (12): 1406-1412, 2017

      3 Fateh A, "Voltage instability analysis based on adaptive neuro-fuzzy inference system and probabilistic neural network" 2018

      4 Marizan Sulaiman, "Voltage Instability Analysis on PV and QV Curves for Radial-Type and Mesh-Type Electrical Power Networks" Praise Worthy Prize 10 (10): 109-115, 2015

      5 Daud S, "The impacts of distributed Photovoltaic generation on power distribution networks losses" 11-15, 2015

      6 Abu-Hashim R, "Test systems" 14 (14): 579-558, 1999

      7 Nor AFM, "Study of voltage and power stability margins of electrical power system using ANN" 1-7, 2016

      8 Irfan M, "Sizing and siting of types I–IV DG units using chaos-assisted gravitational search algorithm" 8 (8): 2018

      9 Atwa Y, "Probabilistic approach for optimal allocation of wind-based distributed generation in distribution systems" 5 : 79-88, 2011

      10 Partha Kayal, "Placement of wind and solar based DGs in distribution system for power loss minimization and voltage stability improvement" Elsevier BV 53 : 795-809, 2013

      11 Hamid HassanzadehFard, "Optimal sizing and location of renewable energy based DG units in distribution systems considering load growth" Elsevier BV 101 : 356-370, 2018

      12 Majid Jamil, "Optimal sizing and location of SPV (solar photovoltaic) based MLDG (multiple location distributed generator) in distribution system for loss reduction, voltage profile improvement with economical benefits" Elsevier BV 103 : 231-239, 2016

      13 Majid Jamil, "Optimal sizing and location of SPV (solar photovoltaic) based MLDG (multiple location distributed generator) in distribution system for loss reduction, voltage profile improvement with economical benefits" Elsevier BV 103 : 231-239, 2016

      14 V.V.S.N. Murty, "Optimal placement of DG in radial distribution systems based on new voltage stability index under load growth" Elsevier BV 69 : 246-256, 2015

      15 Daud S, "Optimal placement and sizing of renewable distributed generation via gravitational search algorithm" 785 : 556-560, 2015

      16 Aida Fazliana ABDUL KADIR, "Optimal placement and sizing of distributed generations in distribution systems for minimizing losses and THD$_{v}$ using evolutionary programming" The Scientific and Technological Research Council of Turkey (TUBITAK-ULAKBIM) 21 : 2269-2282, 2013

      17 Aman MM, "Optimal placement and sizing of a DG based on a new power stability index and line losses" 43 : 1296-1304, 2012

      18 Hadavi S, "Optimal placement and sizing of DGs considering static voltage stability" EPDC 2017 : 18-19, 2017

      19 Georgilakis P, "Optimal distributed generation placement in power distribution networks : models, methods, and future research" 28 : 3420-3428, 2013

      20 R. S. Al Abri, "Optimal Placement and Sizing Method to Improve the Voltage Stability Margin in a Distribution System Using Distributed Generation" Institute of Electrical and Electronics Engineers (IEEE) 28 (28): 326-334, 2013

      21 Sara Eftekharnejad, "Optimal Generation Dispatch With High Penetration of Photovoltaic Generation" Institute of Electrical and Electronics Engineers (IEEE) 6 (6): 1013-1020, 2015

      22 Pavlos S. Georgilakis, "Optimal Distributed Generation Placement in Power Distribution Networks: Models, Methods, and Future Research" Institute of Electrical and Electronics Engineers (IEEE) 28 (28): 3420-3428, 2013

      23 Rana.H.A. Zubo, "Operation and planning of distribution networks with integration of renewable distributed generators considering uncertainties: A review" Elsevier BV 72 : 1177-1198, 2017

      24 Duong Quoc H, "Multiple distributed generator placement in primary distribution networks for loss reduction" 60 : 1700-1708, 2013

      25 Jayasree MS, "Multi-objective metaheuristic algorithm for optimal distributed generator placement and profi t analysis" 4 (4): 201-, 2019

      26 Kadir AFA, "Integrating photovoltaic systems in power system: power quality impacts and optimal planning challenges" 2014

      27 liana, "Integrating photovoltaic systems in power system: power quality impacts and optimal planning challenges" 2014

      28 El-Amin IM, "Impact of a PV system on a power grid" 2014

      29 Lqwr Q, "Impact analysis for high-penetration distributed photovoltaic generation into grid based on DIgSILENT" 2-7, 2017

      30 Fateh A, "Identifi cation of weak buses in electric power system based on modal analysis and load power margin" 14 (14): 1377-1384, 2019

      31 Committee D, "IEEE Recommended Practices and Requirements for Harmonic Control in Electrical Power Systems"

      32 Dias B, "Hybrid heuristic optimization approach for optimal distributed generation placement and sizing" 2012 : 1-6, 2012

      33 Sultana U, "Grey wolf optimizer based placement and sizing of multiple distributed generation in the distribution system" 111 : 525-536, 2016

      34 Rashedi E, "GSA: a gravitational search algorithm" 179 (179): 2232-2248, 2009

      35 Dulău LI, "Effects of distributed generation on electric power systems" 2014

      36 Nor AFM, "Determining voltage stability margin values by measuring the hypotenuse under PV and QV curves" 1 (1): 25-30, 2018

      37 K. Bala Krishna, "Complete and Incomplete Observability Analysis of network by Optimal PMU Placement Techniques of a Network" 대한전기학회 13 (13): 1814-1820, 2018

      38 Omar R, "Comparative study of a three phase cascaded H-bridge multilevel inverter for comparative study of a three phase cascaded h-bridge multilevel inverter for harmonic reduction"

      39 Seifi najmi E, "Bulletin of environment, pharmacology and life sciences optimal placement of DGs in radial distribution systems considering power quality improvement and reduce losses" 2014

      40 Park C, "Assessment of system voltage sag performance based on the concept of area of severity" 4 : 683-693, 2010

      41 Dinakara Prasad Reddy P, "Ant Lion optimization algorithm for optimal sizing of renewable energy resources for loss reduction in distribution systems" 5 (5): 663-680, 2018

      42 Hung DQ, "Analytical expressions for DG allocation in primary distribution networks" 25 : 814-820, 2010

      43 Yeo SM, "Analysis of system impact of the distributed generation using emtp with particular reference to voltage sag" 821-826, 2003

      44 Nekooei K, "An improved multi-objective harmony search for optimal placement of DG in distribution systems" 4 : 557-567, 2013

      45 Kadir A, "An improved gravitational search algorithm for optimal placement and sizing of renewable distributed generation units in a distribution system for power quality enhancement" 6 : 033112-033111, 2014

      46 Mahdiyeh Eslami, "An efficient particle swarm optimization technique with chaotic sequence for optimal tuning and placement of PSS in power systems" Elsevier BV 43 (43): 1467-1478, 2012

      47 Mena AJG, "An effi cient approach for the siting and sizing problem of distributed generation" 69 : 167-172, 2015

      48 Gözel T, "An analytical method for the sizing and siting of distributed generators in radial systems" 79 : 912-918, 2009

      49 Mirjalili S, "Adaptive gbest-guided gravitational search algorithm" 2014

      50 Daud S, "A review: optimal distributed generation planning and power quality issues" 11 (11): 208-222, 2016

      51 Sambaiah KS, "A review on optimal allocation and sizing techniques for DG in distribution systems" 8 (8): 1236-1256, 2018

      52 Pesaran HAM, "A review of the optimal allocation of distributed generation : objectives, constraints, methods, and algorithms" 75 : 293-312, 2017

      53 Ibrahim AA, "A novel quantum–inspired binary gravitational search algorithm in obtaining optimal power quality monitor placement" 2012 : 10-, 2012

      54 Mohammad Khajehzadeh, "A modified gravitational search algorithm for slope stability analysis" Elsevier BV 25 (25): 1589-1597, 2012

      55 S. Daud, "A comparison of heuristic optimization techniques for optimal placement and sizing of photovoltaic based distributed generation in a distribution system" Elsevier BV 140 : 219-226, 2016

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      학술지 이력
      연월일 이력구분 이력상세 등재구분
      학술지등록 한글명 : Journal of Electrical Engineering & Technology(JEET)
      외국어명 : Journal of Electrical Engineering & Technology
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2011-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-01-01 평가 등재학술지 유지 (등재유지) KCI등재
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      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.45 0.21 0.39
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.37 0.34 0.372 0.04
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