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      KCI등재 SCIE SCOPUS

      A Modified DEP and AHP for Load Shedding Scheme of Islanded Distribution System Incorporating Stability Index

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      https://www.riss.kr/link?id=A108114035

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      다국어 초록 (Multilingual Abstract)

      Islanding of distribution network can severely aff ect the system frequency and voltage due to imbalance power between generation and load demand. In a standard practice, distributed generations (DGs) are required to be disconnected when islanding occ...

      Islanding of distribution network can severely aff ect the system frequency and voltage due to imbalance power between generation and load demand. In a standard practice, distributed generations (DGs) are required to be disconnected when islanding occurs because of the technical concerns. However, the practice is not an ideal approach as the DGs can be used to energize some of the loads in the system. However, DGs can be allowed to continuously operate by addressing the power imbalance between generation and load demand by means of load shedding scheme (LSS). Therefore, this paper proposes an improved LSS based on modifi ed Discrete Evolutionary Programming (MDEP) and analytic hierarchy process (AHP). Two factors, which are the minimum power imbalance and minimum stability index are considered to attain a stable frequency and voltage of the system. The MDEP starts by short-listing the bus candidates to be shed while AHP method decides on the rank of the load to be shed considering both the power imbalance and stability index. The performance of the proposed LSS is evaluated based on the frequency responses. The eff ectiveness of the proposed scheme is tested on an 11 kV Malaysian distribution network, energized by the grid and two mini-hydros. Simulation results show a signifi cant improvement in the consistency (73.3%) of the proposed MDEP and converged at lower iteration number. Comparative study reveals the eff ectiveness of the proposed LSS in stabilizing the system frequency without frequency overshoot, a reduction of 68.4% and 17.7% of operating time during islanding and overloading events. Voltage profi le of the system is also improved for all buses.

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      참고문헌 (Reference)

      1 Mirjalili S, "The whale optimization algorithm" 95 : 51-67, 2016

      2 Ahsan MQ, "Technique to develop auto load shedding and islanding scheme to prevent power system blackout" 27 (27): 198-205, 2011

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

      4 Seyedi H, "New centralised adaptive load-shedding algorithms to mitigate power system blackouts" 3 (3): 99-114, 2008

      5 SEDA, "National Renewable Energy Policy"

      6 Mirjalili S, "Moth-flame optimization algorithm : a novel nature-inspired heuristic paradigm" 89 : 228-249, 2015

      7 Energy Commission, "Malaysia energy statistics handbook 2019"

      8 Sapari NM, "Load shedding scheme based on rate of change of frequency and ranked stability index for islanded distribution system connected to mini hydro" 12 (12): 347-356, 2017

      9 Alqunun K, "Load shedding optimization for economic operation cost in a microgrid" 102 (102): 779-791, 2020

      10 Wang J, "Intelligent under frequency and under voltage load shedding method based on the active participation of smart appliances" 8 (8): 353-361, 2016

      1 Mirjalili S, "The whale optimization algorithm" 95 : 51-67, 2016

      2 Ahsan MQ, "Technique to develop auto load shedding and islanding scheme to prevent power system blackout" 27 (27): 198-205, 2011

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

      4 Seyedi H, "New centralised adaptive load-shedding algorithms to mitigate power system blackouts" 3 (3): 99-114, 2008

      5 SEDA, "National Renewable Energy Policy"

      6 Mirjalili S, "Moth-flame optimization algorithm : a novel nature-inspired heuristic paradigm" 89 : 228-249, 2015

      7 Energy Commission, "Malaysia energy statistics handbook 2019"

      8 Sapari NM, "Load shedding scheme based on rate of change of frequency and ranked stability index for islanded distribution system connected to mini hydro" 12 (12): 347-356, 2017

      9 Alqunun K, "Load shedding optimization for economic operation cost in a microgrid" 102 (102): 779-791, 2020

      10 Wang J, "Intelligent under frequency and under voltage load shedding method based on the active participation of smart appliances" 8 (8): 353-361, 2016

      11 Shokooh F, "Intelligent load shedding" 17 (17): 44-53, 2011

      12 Saffarian A, "Enhancement of power system stability using adaptive combinational load shedding methods" 26 (26): 1010-1020, 2010

      13 Tenaga Nasional Berhad T, "Electricity supply application handbook" 2007

      14 Aman MM, "Discrete evolutionary programming to solve network reconfiguration problem" spring 505-509, 2013

      15 Jallad J, "Application of hybrid meta-heuristic techniques for optimal load shedding planning and operation in an islanded distribution network integrated with distributed generation" 11 (11): 1134-, 2018

      16 Haidar AM, "An intelligent load shedding scheme using neural networks and neuro-fuzzy" 19 (19): 473-479, 2009

      17 Parizad A, "An intelligent load and generation shedding procedure in an islanded network using a smart power management system" IEEE 1-12, 2017

      18 Shekari T, "An analytical adaptive load shedding scheme against severe combinational disturbances" 31 (31): 4135-4143, 2015

      19 Mohammadi J, "Adaptive voltage-based load shedding scheme for the DC microgrid" 7 : 106002-106010, 2019

      20 Ketabi A, "Adaptive underfrequency load shedding using particle swarm optimization algorithm" 15 (15): 54-60, 2017

      21 Terzija VV, "Adaptive underfrequency load shedding integrated with a frequency estimation numerical algorithm" 149 (149): 713-718, 2002

      22 Terzija VV, "Adaptive underfrequency load shedding based on the magnitude of the disturbance estimation" 21 (21): 1260-1266, 2006

      23 Abedini M, "Adaptive load shedding scheme to preserve the power system stability following large disturbances" 8 (8): 2124-2133, 2014

      24 Tang J, "Adaptive load shedding based on combined frequency and voltage stability assessment using synchrophasor measurements" 28 (28): 2035-2047, 2013

      25 Karimi M, "A new centralized adaptive underfrequency load shedding controller for microgrids based on a distribution state estimator" 32 (32): 370-380, 2016

      26 Sarwar S, "A mixed integer linear programming based load shedding technique for improving the sustainability of islanded distribution systems" 12 (12): 6234-, 2020

      27 Khamis A, "A load shedding scheme for DG integrated islanded power system utilizing backtracking search algorithm" 9 (9): 161-172, 2018

      28 Standards CC, "1547 IEEE standard for interconnecting distributed resources with electric power systems"

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      학술지 이력

      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
      2006-01-01 평가 학술지 통합 (기타) KCI등재
      2006-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
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      학술지 인용정보

      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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