A New Evolutionary Method for Solving Combined Economic and Emission Dispatch

This paper presents a new evolutionary method called in Harvest Season Artificial Bee Colony (HSABC) algorithm for solving constrained problems of Combined Economic and Emission Dispatch (CEED). The IEEE-30 bus system is adopted as a sample system for determining the best solutions of the CEED problems considering operational constraints. Running outs of designed programs for the HSABC show that applications of various compromised factors have different implications on the CEED’s results, that minimum cost computations are started at different values, and that increasing load demands have affected costs, pollutant emissions and generated powers.

[1]  Satish J. Ranade,et al.  Electric Power System Study , 1992 .

[2]  A. Ghasemi,et al.  APPLICATION OF MOPSO FOR ECONOMIC LOAD DISPATCH SOLUTION WITH TRANSMISSION LOSSES H , 2012 .

[3]  Titik Khawa Abdul Rahman,et al.  Solving Dynamic Economic Dispatch Using Evolutionary Programming , 2006, 2006 IEEE International Power and Energy Conference.

[4]  Mohammad Ali Abido,et al.  Multiobjective evolutionary algorithms for electric power dispatch problem , 2006, IEEE Transactions on Evolutionary Computation.

[5]  A. A. El-Keib,et al.  Environmentally constrained economic dispatch using the LaGrangian relaxation method , 1994 .

[6]  Milan Tuba,et al.  Modified artificial bee colony algorithm for constrained problems optimization , 2011 .

[7]  Yong Fu,et al.  Security-constrained unit commitment with AC constraints , 2005, IEEE Transactions on Power Systems.

[8]  Zwe-Lee Gaing,et al.  Particle swarm optimization to solving the economic dispatch considering the generator constraints , 2003 .

[9]  Samir Sayah,et al.  Economic Load Dispatch with Security Constraints of the Algerian Power System using Successive Linear Programming Method , 2006 .

[10]  P. S. Dokopoulos,et al.  Network-Constrained Economic Dispatch Using Real-Coded Genetic Algorithm , 2002, IEEE Power Engineering Review.

[11]  M. Shahidehpour,et al.  AC contingency dispatch based on security-constrained unit commitment , 2006, IEEE Transactions on Power Systems.

[12]  Dervis Karaboga,et al.  A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm , 2007, J. Glob. Optim..

[13]  A. Y. Abdelaziz,et al.  Economic Dispatch Using an Enhanced Hopfield Neural Network , 2008 .

[14]  M. J. Short,et al.  Large-scale economic dispatch using an improved Hopfield neural network , 1997 .

[16]  International Journal of Mathematical Models and Methods in Applied Sciences , 2022 .

[17]  S. P. Simon,et al.  A parallel ABC for security constrained economic dispatch using shared memory model , 2012, 2012 International Conference on Power, Signals, Controls and Computation.

[18]  Vincent Del Toro,et al.  Electric Power Systems , 1991 .

[19]  M. E. El-Hawary,et al.  Optimal Distributed Generation Allocation and Sizing in Distribution Systems via Artificial Bee Colony Algorithm , 2011, IEEE Transactions on Power Delivery.

[20]  Surender Kumar,et al.  A Survey on Environmental Economic Load Dispatch using Lagrange Multiplier Method , 2012 .

[21]  Efrén Mezura-Montes,et al.  Smart flight and dynamic tolerances in the artificial bee colony for constrained optimization , 2010, IEEE Congress on Evolutionary Computation.

[22]  T. Jayabarathi,et al.  Economic Load Dispatch with Emission Constraints using Various PSO Algorithms , 2008 .

[23]  Yunzhi Cheng,et al.  A new approach for emissions and security constrained economic dispatch , 2009, 41st North American Power Symposium.

[24]  M. A. Abido.  Environmental/economic power dispatch using multiobjective evolutionary algorithms , 2003 .

[25]  S. A. Al-Baiyat,et al.  Economic load dispatch multiobjective optimization procedures using linear programming techniques , 1995 .

[26]  Milos Subotic,et al.  Artificial bee colony algorithm with multiple onlookers for constrained optimization problems , 2011 .

[27]  Dervis Karaboga,et al.  AN IDEA BASED ON HONEY BEE SWARM FOR NUMERICAL OPTIMIZATION , 2005 .

[28]  M. Abido.  Environmental/economic power dispatch using multiobjective evolutionary algorithms , 2003, 2003 IEEE Power Engineering Society General Meeting (IEEE Cat. No.03CH37491).