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      KCI등재 SCIE SCOPUS

      RA 123 s: Three metaphor-less Algorithms for Economic Load Dispatch Solution

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      https://www.riss.kr/link?id=A108043748

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      다국어 초록 (Multilingual Abstract)

      This paper presents Rao-1, Rao-2 and Rao-3 algorithms (RA-123) approach to elucidate Economic Load Dispatch (ELD) problem which has Ramp Rate (RRL), Valve Point Eff ect (VPE), Prohibited Zones of Operation (POZ), and losses of lines. Besides most of t...

      This paper presents Rao-1, Rao-2 and Rao-3 algorithms (RA-123) approach to elucidate Economic Load Dispatch (ELD) problem which has Ramp Rate (RRL), Valve Point Eff ect (VPE), Prohibited Zones of Operation (POZ), and losses of lines.
      Besides most of the algorithms which depend on algorithmic-specifi c parameters, the proposed algorithm is independent of algorithmic-specifi c parameters. The principle contribution of this paper is to minimize the total generation cost by satisfying several constraints such as generation limits, load demand, valve point loading eff ect, and transmission losses considering metaphor-less algorithms (RA-123). The objective with VPE is considered to improve the performance of ELD. This paper determines the performance of proposed RA-123 algorithms considering diff erent constraints on each test case system and compares them. To explore, ability of proposed optimization algorithms, these are implemented on test networks having 6, 40 and 110 unit systems and outcomes are compared with results attained by prior optimization algorithms. The evaluation of results shows ability and effi cacy of (RA-123) for solving ELD problem.

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      참고문헌 (Reference)

      1 Yang XS, "firefly algorithm for solving non-convex economic load dispatch problem with valve point loading effect" 12 : 1180-1186, 2012

      2 Guyen TTN, "The application of one rank cuckoo search algorithm for solving economic load dispatch problems" 37 : 763-773, 2015

      3 Rao, R. Venkata, "Teaching–learning-based optimization: a novel method for constrained mechanical design optimization problems" 43 (43): 303-315, 2011

      4 Basu M, "Teaching–learning-based optimization algorithm for multi-area economic dispatch" 68 : 21-28, 2014

      5 Sun J, "Solving the power economic dispatch problem with generator constraints by random drift particle swarm optimization" 10 (10): 222-232, 2014

      6 Neto JXV, "Solving non-smooth economic dispatch by a new combination of continuous GRASP algorithm and differential evolution" 84 : 13-24, 2017

      7 Bhattacharya A, "Solving complex economic load dispatch problems using biogeography-based optimization" 37 (37): 3605-3615, 2010

      8 Kamboj VK, "Solution of non-convex economic load dispatch problem using Grey Wolf Optimizer" 2015

      9 Vshwakarma KK, "Simulated annealing approach for solving economic load dispatch problems with valve point loading effects" 4 (4): 60-72, 2012

      10 Reddy AS, "Shuffled differential evolution for large scale economic dispatch" 96 : 237-245, 2013

      1 Yang XS, "firefly algorithm for solving non-convex economic load dispatch problem with valve point loading effect" 12 : 1180-1186, 2012

      2 Guyen TTN, "The application of one rank cuckoo search algorithm for solving economic load dispatch problems" 37 : 763-773, 2015

      3 Rao, R. Venkata, "Teaching–learning-based optimization: a novel method for constrained mechanical design optimization problems" 43 (43): 303-315, 2011

      4 Basu M, "Teaching–learning-based optimization algorithm for multi-area economic dispatch" 68 : 21-28, 2014

      5 Sun J, "Solving the power economic dispatch problem with generator constraints by random drift particle swarm optimization" 10 (10): 222-232, 2014

      6 Neto JXV, "Solving non-smooth economic dispatch by a new combination of continuous GRASP algorithm and differential evolution" 84 : 13-24, 2017

      7 Bhattacharya A, "Solving complex economic load dispatch problems using biogeography-based optimization" 37 (37): 3605-3615, 2010

      8 Kamboj VK, "Solution of non-convex economic load dispatch problem using Grey Wolf Optimizer" 2015

      9 Vshwakarma KK, "Simulated annealing approach for solving economic load dispatch problems with valve point loading effects" 4 (4): 60-72, 2012

      10 Reddy AS, "Shuffled differential evolution for large scale economic dispatch" 96 : 237-245, 2013

      11 Rao R, "Rao algorithms : Three metaphor-less simple algorithms for solving optimization problems" 11 (11): 107-130, 2020

      12 Gaing Z-L, "Particle swarm optimization to solving the economic dispatch considering the generator constraints" 18 (18): 1187-1195, 2003

      13 S. Biswal, "Optimal Power Dispatch Using BAT Algorithm"

      14 Bhattacharjee K, "Oppositional real coded chemical reaction optimization for different economic dispatch problems" 55 : 378-391, 2014

      15 Thenmalar K ; Thiruvenkadam S ; Ramesh S, "Opposition Based Differential Evolution Algorithm for Dynamic Economic Emission Load Dispatch (EELD) with Emission Constraints and Valve Point Effects" 대한전기학회 10 (10): 1508-1517, 2015

      16 Chiraphon Takeang ; Apinan Aurasopon, "Multiple of Hybrid Lambda Iteration and Simulated Annealing Algorithm to Solve Economic Dispatch Problem with Ramp Rate Limit and Prohibited Operating Zones" 대한전기학회 14 (14): 107-116, 2019

      17 Roy PK, "Multi-objective quasi-oppositional teaching learning based optimization for economic emission load dispatch problem" 937-948, 2013

      18 Chopra N, "Multi-objective optimum generation scheduling using ant lion optimization" IEEE 1-6, 2015

      19 Elsayed WT, "Modified social spider algorithm for solving the economic dispatch problem" 19 (19): 1672-1681, 2016

      20 Secui DC, "Modified a new modified artificial bee colony algorithm for the economic dispatch problem" 89 : 43-62, 2015

      21 Barisal AK, "Large scale economic dispatch of power systems using oppositional invasive weed optimization" 29 : 122-137, 2015

      22 Rao R, "Jaya : A simple and new optimization algorithm for solving constrained and unconstrained optimization problems" 7 (7): 19-34, 2016

      23 Elsayed WT, "Improved random drift particle swarm optimization with self-adaptive mechanism for solving the power economic dispatch problem"

      24 Mandal B, "Grey wolf optimization applied to economic load dispatch problems" 57 : 1-10, 2014

      25 Ghorbani N, "Exchange market algorithm for economic load dispatch" 75 : 19-27, 2016

      26 Nidul Sinha, "Evolutionary Programming Techniques for Economic Load Dispatch" 7 (7): 2003

      27 Elanchezhian EB, "Economic power dispatch with cubic cost models using teaching learning algorithm" 8 (8): 1187-1202, 2014

      28 Omana N, "Differential evolution for economic load dispatch problems" 78 : 1322-1331, 2018

      29 Vo DN, "Cuckoo search algorithm for non-convex economic dispatch" 7 (7): 645-654, 2013

      30 Basu M, "Cuckoo search algorithm for economic dispatch" 60 : 99-108, 2013

      31 Nayak SK, "Application of artificial bee colony to economic load dispatch problem with ramp rate limits and prohibited operating zones"

      32 Kaur A, "Analysis of economic load dispatch using genetic algorithm" 3 : 3-, 2014

      33 Jong-Bae P, "An improved particle swarm optimization for nonconvex economic dispatch problems" 25 (25): 156-166, 2009

      34 RV Rao Jaya, "An Advanced Optimization Algorithm and its Engineering Applications" Springer International Publishing 2019

      35 Duman S, "A novel modified hybrid PSO GSA based on fuzzy logic for non-convex economic dispatch problem with valve-point effect" 64 : 121-135, 2015

      36 M. Gholamghasemi, "A new solution to the non-convex economic load dispatch problems using phasor particle swarm optimization" 79 : 111-124, 2019

      37 Selvakumar AI, "A new particle swarm optimization solution to non convex economic dispatch problems" 22 (22): 42-51, 2007

      38 Jeddi B, "A modified harmony search method for environmental/ economic load dispatch of real-world power systems" 78 : 661-675, 2014

      39 Mohammadi F, "A modified crow search algorithm(MCSA)for solving economic load dispatch problem" 71 : 51-65, 2018

      40 Shayeghi H, "A modified artificial bee colony based on chaos theory for solving non-convex emission/ economic dispatch" 79 : 344-354, 2014

      41 Wang M, "A mixed integer quadratic programming for dynamic economic dispatch with valve point effect" 29 (29): 2097-2106, 2014

      42 Subathra MSP, "A hybrid with cross-entropy method and sequential quadratic programming to solve economic load dispatch problem" 9 (9): 1031-1044, 2015

      43 Elsayed WT, "A fully decentralized approach for solving the economic dispatch problem" 30 (30): 2179-2189, 2015

      44 Ciornei I, "A GA-API Solution for the Economic Dispatch of Generation in Power System Operation" 27 (27): 233-242, 2012

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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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