An effective differential harmony search algorithm for the solving non-convex economic load dispatch problems

International Journal of Electrical Power & Energy Systems - Tập 44 Số 1 - Trang 832-843 - 2013
Ling Wang1, Ling-po Li1
1Tsinghua National Laboratory for Information Science and Technology (TNList), Department of Automation, Tsinghua University, Beijing 100084, China

Tóm tắt

Từ khóa


Tài liệu tham khảo

Chowdhury, 1990, A review of recent advances in economic-dispatch, IEEE Trans Power Syst, 5, 1248, 10.1109/59.99376

Chatterjee, 2012, Solution of combined economic and emission dispatch problems of power systems by an opposition-based harmony search algorithm, Int J Electr Power Energy Syst, 39, 9, 10.1016/j.ijepes.2011.12.004

Mohammadi-Ivatloo, 2012, Iteration PSO with time varying acceleration coefficients for solving non-convex economic dispatch problems, Int J Electr Power Energy Syst, 42, 508, 10.1016/j.ijepes.2012.04.060

Shaw, 2012, A novel opposition-based gravitational search algorithm for combined economic and emission dispatch problems of power systems, Int J Electr Power Energy Syst, 35, 21, 10.1016/j.ijepes.2011.08.012

Lee, 2011, Quantum genetic algorithm for dynamic economic dispatch with valve-point effects and including wind power system, Int J Electr Power Energy Syst, 33, 189, 10.1016/j.ijepes.2010.08.014

Fesanghary, 2009, A novel meta-heuristic optimization methodology for solving various types of economic dispatch problem, Energy, 34, 757, 10.1016/j.energy.2009.02.007

Elkeib, 1994, Environmentally constrained economic-dispatch using the Lagrangian relaxation method, IEEE Trans Power Syst, 9, 1723, 10.1109/59.331423

Lee, 1993, Reserve constrained economic-dispatch with prohibited operating zones, IEEE Trans Power Syst, 8, 246, 10.1109/59.221233

Altun, 2008, Implementing soft computing techniques to solve economic dispatch problem in power systems, Expert Syst Appl, 35, 1668, 10.1016/j.eswa.2007.08.066

Sheble, 1995, Refined genetic algorithm – economic-dispatch example, IEEE Trans Power Syst, 10, 117, 10.1109/59.373934

Amjady, 2010, Solution of nonconvex and nonsmooth economic dispatch by a new adaptive real coded genetic algorithm, Expert Syst Appl, 37, 5239, 10.1016/j.eswa.2009.12.084

He, 2008, Hybrid genetic algorithm for economic dispatch with valve-point effect, Electr Power Syst Res, 78, 626, 10.1016/j.epsr.2007.05.008

Chiang, 2005, Improved genetic algorithm for power economic dispatch of units with valve-point effects and multiple fuels, IEEE Trans Power Syst, 20, 1690, 10.1109/TPWRS.2005.857924

Subbaraj, 2011, Enhancement of self-adaptive real-coded genetic algorithm using Taguchi method for economic dispatch problem, Appl Soft Comput, 11, 83, 10.1016/j.asoc.2009.10.019

Wong, 1993, Simulated annealing based economic-dispatch algorithm, IEE Proc-C, 140, 509, 10.1049/ip-c.1993.0074

Sinha, 2003, Evolutionary programming techniques for economic load dispatch, IEEE Trans Evol Comput, 7, 83, 10.1109/TEVC.2002.806788

Jayabarathi, 2005, Evolutionary programming techniques for different kinds of economic dispatch problems, Electr Power Syst Res, 73, 169, 10.1016/j.epsr.2004.08.001

Lin, 2002, An improved tabu search for economic dispatch with multiple minima, IEEE Trans Power Syst, 17, 108, 10.1109/59.982200

Pothiya, 2008, Application of multiple tabu search algorithm to solve dynamic economic dispatch considering generator constraints, Energy Convers Manage, 49, 506, 10.1016/j.enconman.2007.08.012

Park, 2005, A particle swarm optimization for economic dispatch with nonsmooth cost functions, IEEE Trans Power Syst, 20, 34, 10.1109/TPWRS.2004.831275

Zhang, 2010, Quantum-behaved particle swarm optimization algorithm for economic load dispatch of power system, Expert Syst Appl, 37, 1800, 10.1016/j.eswa.2009.07.042

Selvakumar, 2007, A new particle swarm optimization solution to nonconvex economic dispatch problems, IEEE Trans Power Syst, 22, 42, 10.1109/TPWRS.2006.889132

Niknam, 2010, A new fuzzy adaptive hybrid particle swarm optimization algorithm for non-linear, non-smooth and non-convex economic dispatch problem, Appl Energy, 87, 327, 10.1016/j.apenergy.2009.05.016

Coelho, 2008, Particle swarm approach based on quantum mechanics and harmonic oscillator potential well for economic load dispatch with valve-point effects, Energy Convers Manage, 49, 3080, 10.1016/j.enconman.2008.06.009

Park, 2010, An improved particle swarm optimization for nonconvex economic dispatch problems, IEEE Trans Power Syst, 25, 156, 10.1109/TPWRS.2009.2030293

Kumar, 2011, A hybrid multi-agent based particle swarm optimization algorithm for economic power dispatch, Int J Electr Power, 33, 115, 10.1016/j.ijepes.2010.06.021

Victoire, 2004, Hybrid PSO–SQP for economic dispatch with valve-point effect, Electr Power Syst Res, 71, 51, 10.1016/j.epsr.2003.12.017

Selvakumar, 2008, Anti-predatory particle swarm optimization: solution to nonconvex economic dispatch problems, Electr Power Syst Res, 78, 2, 10.1016/j.epsr.2006.12.001

Gaing, 2003, Particle swarm optimization to solving the economic dispatch considering the generator constraints, IEEE Trans Power Syst, 18, 1187, 10.1109/TPWRS.2003.814889

Khamsawang, 2010, DSPSO-TSA for economic dispatch problem with nonsmooth and noncontinuous cost functions, Energy Convers Manage, 51, 365, 10.1016/j.enconman.2009.09.034

Coelho, 2006, Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect, IEEE Trans Power Syst, 21, 989, 10.1109/TPWRS.2006.873410

Yuan, 2009, A hybrid differential evolution method for dynamic economic dispatch with valve-point effects, Expert Syst Appl, 36, 4042, 10.1016/j.eswa.2008.03.006

Wang, 2010, Estimation of distribution and differential evolution cooperation for large scale economic load dispatch optimization of power systems, Inf Sci, 180, 2405, 10.1016/j.ins.2010.02.015

Noman, 2008, Differential evolution for economic load dispatch problems, Electr Power Syst Res, 78, 1322, 10.1016/j.epsr.2007.11.007

Coelho, 2009, Improved differential evolution approach based on cultural algorithm and diversity measure applied to solve economic load dispatch problems, Math Comput Simul, 79, 3136, 10.1016/j.matcom.2009.03.005

Amjady, 2010, Solution of non-convex economic dispatch problem considering valve loading effect by a new modified differential evolution algorithm, Int J Electr Power, 32, 893, 10.1016/j.ijepes.2010.01.023

Coelho, 2009, An improved harmony search algorithm for power economic load dispatch, Energy Convers Manage, 50, 2522, 10.1016/j.enconman.2009.05.034

Pandi VR, Panigrahi BK, Mallick MK, Abraham A, Das S. Improved harmony search for economic power dispatch. In: 2009 Ninth international conference on hybrid intelligent systems; 2009. p. 403–8.

Coelho, 2010, An efficient cultural self-organizing migrating strategy for economic dispatch optimization with valve-point effect, Energy Convers Manage, 51, 2580, 10.1016/j.enconman.2010.05.022

Neto, 2011, Improved quantum-inspired evolutionary algorithm with diversity information applied to economic dispatch problem with prohibited operating zones, Energy Convers Manage, 52, 8, 10.1016/j.enconman.2010.05.023

Panigrahi, 2007, A clonal algorithm to solve economic load dispatch, Electr Power Syst Res, 77, 1381, 10.1016/j.epsr.2006.10.007

Lee, 1998, Adaptive Hopfield neural networks for economic load dispatch, IEEE Trans Power Syst, 13, 519, 10.1109/59.667377

Bhattacharya, 2010, Solving complex economic load dispatch problems using biogeography-based optimization, Expert Syst Appl, 37, 3605, 10.1016/j.eswa.2009.10.031

Bhattacharya, 2011, Hybrid differential evolution with biogeography-based optimization algorithm for solution of economic emission load dispatch problems, Expert Syst Appl, 38, 14001

Bhattacharya, 2010, Hybrid differential evolution with biogeography-based optimization for solution of economic load dispatch, IEEE Trans Power Syst, 25, 1955, 10.1109/TPWRS.2010.2043270

Bhattacharya, 2010, Biogeography-based optimization for different economic load dispatch problems, IEEE Trans Power Syst, 25, 1064, 10.1109/TPWRS.2009.2034525

Geem, 2001, A new heuristic optimization algorithm: harmony search, Simulation, 76, 60, 10.1177/003754970107600201

Lee, 2005, A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice, Comput Meth Appl Mech Eng, 194, 3902, 10.1016/j.cma.2004.09.007

Omran, 2008, Global-best harmony search, Appl Math Comput, 198, 643, 10.1016/j.amc.2007.09.004

Wang, 2011, A hybrid harmony search algorithm for the blocking permutation flow shop scheduling problem, Comput Ind Eng, 61, 76, 10.1016/j.cie.2011.02.013

Degertekin, 2008, Optimum design of steel frames using harmony search algorithm, Struct Multidiscip Optim, 36, 393, 10.1007/s00158-007-0177-4

Zou, 2010, A novel global harmony search algorithm for reliability problems, Comput Ind Eng, 58, 307, 10.1016/j.cie.2009.11.003

Storn, 1997, Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces, J Global Optim, 11, 341, 10.1023/A:1008202821328

Price, 2005

Geem, 2009

Manoharan, 2008, Penalty parameter-less constraint handling scheme based evolutionary algorithm solutions to economic dispatch, IET Gener Trans Distrib, 2, 478, 10.1049/iet-gtd:20070423