An Efficient Modified HPSO-TVAC-Based Dynamic Economic Dispatch of Generating Units

This paper proposes a novel particle swarm optimization (PSO) algorithm with population reduction, which is called modified new self-organizing hierarchical PSO with jumping time-varying accelerati...

[1]  G. C. Contaxis,et al.  Decoupled Optimal Load Flow Using Linear or Quadratic Programming , 1986, IEEE Transactions on Power Systems.

[2]  A. A. El-Keib,et al.  Environmentally constrained economic dispatch using linear programming , 1994 .

[3]  James Kennedy,et al.  Particle swarm optimization , 2002, Proceedings of ICNN'95 - International Conference on Neural Networks.

[4]  V. Quintana,et al.  An efficient predictor-corrector interior point algorithm for security-constrained economic dispatch , 1997 .

[5]  Yue Shi,et al.  A modified particle swarm optimizer , 1998, 1998 IEEE International Conference on Evolutionary Computation Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98TH8360).

[6]  P. Attaviriyanupap,et al.  A Hybrid EP and SQP for Dynamic Economic Dispatch with Nonsmooth Fuel Cost Function , 2002, IEEE Power Engineering Review.

[7]  Saman K. Halgamuge,et al.  Self-organizing hierarchical particle swarm optimizer with time-varying acceleration coefficients , 2004, IEEE Transactions on Evolutionary Computation.

[8]  A. Ebenezer Jeyakumar,et al.  A modified hybrid EP–SQP approach for dynamic dispatch with valve-point effect , 2005 .

[9]  A. Ebenezer Jeyakumar,et al.  Deterministically guided PSO for dynamic dispatch considering valve-point effect , 2005 .

[10]  T.A.A. Victoire,et al.  Reserve constrained dynamic dispatch of units with valve-point effects , 2005, IEEE Transactions on Power Systems.

[11]  Jing J. Liang,et al.  Problem Definitions and Evaluation Criteria for the CEC 2005 Special Session on Real-Parameter Optimization , 2005 .

[12]  Malabika Basu,et al.  Simulated Annealing Technique for Dynamic Economic Dispatch , 2006 .

[13]  R. Balamurugan,et al.  An Improved Differential Evolution Based Dynamic Economic Dispatch with Nonsmooth Fuel Cost Function , 2007 .

[14]  R. Balamurugan,et al.  Differential Evolution-based Dynamic Economic Dispatch of Generating Units with Valve-point Effects , 2008 .

[15]  Liang Wang,et al.  A modified differential evolution approach for dynamic economic dispatch with valve-point effects , 2008 .

[16]  Malabika Basu Hybridization of Artificial Immune Systems and Sequential Quadratic Programming for Dynamic Economic Dispatch , 2009 .

[17]  Xiaohui Yuan,et al.  An improved PSO for dynamic load dispatch of generators with valve-point effects , 2009 .

[18]  Vishnu Prasad,et al.  Economic dispatch using particle swarm optimization: A review , 2009 .

[19]  Yanbin Yuan,et al.  A hybrid differential evolution method for dynamic economic dispatch with valve-point effects , 2009, Expert Syst. Appl..

[20]  Ying Wang,et al.  Improved chaotic particle swarm optimization algorithm for dynamic economic dispatch problem with valve-point effects , 2010 .

[21]  Youlin Lu,et al.  An adaptive hybrid differential evolution algorithm for dynamic economic dispatch with valve-point effects , 2010, Expert Syst. Appl..

[22]  S. Sivasubramani,et al.  Hybrid SOA–SQP algorithm for dynamic economic dispatch with valve-point effects , 2010 .

[23]  Taher Niknam,et al.  A new fuzzy adaptive particle swarm optimization for non-smooth economic dispatch , 2010 .

[24]  A. Immanuel Selvakumar,et al.  Enhanced cross-entropy method for dynamic economic dispatch with valve-point effects , 2011 .

[25]  Yongqiang Wang,et al.  Chaotic self-adaptive particle swarm optimization algorithm for dynamic economic dispatch problem with valve-point effects , 2011, Expert Syst. Appl..

[26]  Ying Wang,et al.  Chaotic differential evolution methods for dynamic economic dispatch with valve-point effects , 2011, Eng. Appl. Artif. Intell..

[27]  Sishaj P. Simon,et al.  Dynamic economic dispatch using artificial immune system for units with valve-point effect , 2011 .

[28]  Sishaj P. Simon,et al.  Dynamic economic dispatch using artificial bee colony algorithm for units with valve‐point effect , 2011 .

[29]  Tomonobu Senjyu,et al.  Solving economic load dispatch problem with valve-point effects using a hybrid quantum mechanics inspired particle swarm optimisation , 2011 .

[30]  Fuli Wang,et al.  Optimization of dynamic economic dispatch with valve-point effect using chaotic sequence based differential evolution algorithms , 2011 .

[31]  Bijaya K. Panigrahi,et al.  Dynamic economic load dispatch using hybrid swarm intelligence based harmony search algorithm , 2011, Expert Syst. Appl..

[32]  Taher Niknam,et al.  A new multi-objective reserve constrained combined heat and power dynamic economic emission dispatch , 2012 .

[33]  Abbas Rabiee,et al.  Time-varying acceleration coefficients IPSO for solving dynamic economic dispatch with non-smooth cost function , 2012 .

[34]  Abbas Rabiee,et al.  Imperialist competitive algorithm for solving non-convex dynamic economic power dispatch , 2012 .

[35]  Taher Niknam,et al.  Reserve Constrained Dynamic Economic Dispatch: A New Fast Self-Adaptive Modified Firefly Algorithm , 2012, IEEE Systems Journal.

[36]  Taher Niknam,et al.  Enhanced adaptive particle swarm optimisation algorithm for dynamic economic dispatch of units considering valve-point effects and ramp rates , 2012 .

[37]  Taher Niknam,et al.  Enhanced Bee Swarm Optimization Algorithm for Dynamic Economic Dispatch , 2013, IEEE Systems Journal.

[38]  R. Arul,et al.  Chaotic self-adaptive differential harmony search algorithm based dynamic economic dispatch , 2013 .

[39]  Shijie Cheng,et al.  Hybrid algorithm for dynamic economic dispatch with valve-point effects , 2013 .

[40]  Hongming Yang,et al.  Extreme learning machine based genetic algorithm and its application in power system economic dispatch , 2013, Neurocomputing.

[41]  Taher Niknam,et al.  A new modified teaching-learning algorithm for reserve constrained dynamic economic dispatch , 2013, IEEE Transactions on Power Systems.

[42]  Abbas Rabiee,et al.  Nonconvex Dynamic Economic Power Dispatch Problems Solution Using Hybrid Immune-Genetic Algorithm , 2013, IEEE Systems Journal.

[43]  Taher Niknam,et al.  Scenario-based dynamic economic emission dispatch considering load and wind power uncertainties , 2013 .

[44]  Peng Lu,et al.  Chaotic differential bee colony optimization algorithm for dynamic economic dispatch problem with valve-point effects , 2014 .

[45]  Aniruddha Bhattacharya,et al.  Teaching Learning Based Optimization for Different Economic Dispatch Problems , 2014 .

[46]  S. X. Chen,et al.  A Mixed Integer Quadratic Programming for Dynamic Economic Dispatch With Valve Point Effect , 2014 .

[47]  Xiaoyan Sun,et al.  Hybrid bare-bones PSO for dynamic economic dispatch with valve-point effects , 2014, Appl. Soft Comput..

[48]  Benyamin Khorramdel,et al.  A Multi-Objective Economic Load Dispatch Considering Accessibility of Wind Power with Here-And-Now Approach , 2014 .

[49]  Mojtaba Ghasemi,et al.  Solving non-linear, non-smooth and non-convex optimal power flow problems using chaotic invasive weed optimization algorithms based on chaos , 2014 .

[50]  R. Arul,et al.  A new algorithm for combined dynamic economic emission dispatch with security constraints , 2015 .

[51]  Chandan Kumar Chanda,et al.  Teaching learning based optimization for economic load dispatch problem considering valve point loading effect , 2015 .

[52]  Dinu Calin Secui,et al.  A method based on the ant colony optimization algorithm for dynamic economic dispatch with valve-point effects , 2015 .

[53]  Hao Yin,et al.  Crisscross optimization algorithm for large-scale dynamic economic dispatch problem with valve-point effects , 2015 .

[54]  Yaochu Jin,et al.  A Competitive Swarm Optimizer for Large Scale Optimization , 2015, IEEE Transactions on Cybernetics.

[55]  Ehab E. Elattar,et al.  A hybrid genetic algorithm and bacterial foraging approach for dynamic economic dispatch problem , 2015 .

[56]  George W. Irwin,et al.  Differential evolution combined with clonal selection for dynamic economic dispatch , 2015, J. Exp. Theor. Artif. Intell..

[57]  Mojtaba Ghasemi,et al.  An improved teaching–learning-based optimization algorithm using Lévy mutation strategy for non-smooth optimal power flow , 2015 .

[58]  Tapabrata Ray,et al.  Evolutionary Algorithms for Dynamic Economic Dispatch Problems , 2016, IEEE Transactions on Power Systems.

[59]  Mahdi Taghizadeh,et al.  Colonial competitive differential evolution: An experimental study for optimal economic load dispatch , 2016, Appl. Soft Comput..

[60]  Li Li,et al.  A differential evolution particle swarm optimizer for various types of multi-area economic dispatch problems , 2016 .

[61]  Akbar Rahideh,et al.  Optimal design of slotless tubular linear brushless PM machines using metaheuristic optimization techniques , 2017, J. Intell. Fuzzy Syst..

[62]  Mojtaba Ghasemi,et al.  New self-organising hierarchical PSO with jumping time-varying acceleration coefficients , 2017 .

[63]  Zhaoxia Jing,et al.  Reserve constrained dynamic economic dispatch with valve-point effect: A two-stage mixed integer linear programming approach , 2017 .

[64]  Ugur Güvenc,et al.  Symbiotic organisms search algorithm for dynamic economic dispatch with valve-point effects , 2017, J. Exp. Theor. Artif. Intell..

[65]  J. Jian,et al.  A hybrid MILP and IPM approach for dynamic economic dispatch with valve-point effects , 2017, 1703.03685.

[66]  Li Li,et al.  CFA optimizer: A new and powerful algorithm inspired by Franklin's and Coulomb's laws theory for solving the economic load dispatch problems , 2018 .

[67]  Hamdi Abdi,et al.  A modified crow search algorithm (MCSA) for solving economic load dispatch problem , 2018, Appl. Soft Comput..

[68]  Dexuan Zou,et al.  Solving the dynamic economic dispatch by a memory-based global differential evolution and a repair technique of constraint handling , 2018 .

[69]  Hamdi Abdi,et al.  Solving the multi-objective economic emission dispatch problems using Fast Non-Dominated Sorting TVAC-PSO combined with EMA , 2019, Appl. Soft Comput..

[70]  Mojtaba Ghasemi,et al.  A new solution to the non-convex economic load dispatch problems using phasor particle swarm optimization , 2019, Appl. Soft Comput..

[71]  A. El-Refaie,et al.  Survey of Insulation Systems in Electrical Machines , 2019, 2019 IEEE International Electric Machines & Drives Conference (IEMDC).