Solving combined economic and emission dispatch using harvest season artificial bee colony algorithm considering food source placements and modified rates

This paper presents performances of a harvest season artificial bee colony (HSABC) algorithm for obtaining the best solution of a combined economic and emission dispatch (CEED). Two strategies of placement are applied to IEEE-30 bus system for solving the CEED problem under some constraints. Modified rates and various distances are also used to demonstrate HSABC's performances. Simulation results show that two placement strategies have different implications for the CEED, application of various modified rates and distances affect to convergence speeds, minimum results are searched in different starting points at the first iteration and the total number of food sources gives effects to the HSABC's performances.

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

[2]  K.W.E. Cheng,et al.  An improved ant colony optimization algorithm and its application to electromagnetic devices designs , 2005, IEEE Transactions on Magnetics.

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

[4]  Gregory F. Lawler,et al.  Random Walk: A Modern Introduction , 2010 .

[5]  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.

[6]  Michael C. Loui,et al.  Randomizing Functions: Simulation of a Discrete Probability Distribution Using a Source of Unknown Distribution , 2006, IEEE Transactions on Information Theory.

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

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

[9]  Jianan Wang,et al.  IMPROVED ARTIFICIAL BEE COLONY FOR DESIGN OF A RECONFIGURABLE ANTENNA ARRAY WITH DISCRETE PHASE SHIFTERS , 2012 .

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

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

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

[13]  A.G. Exposito,et al.  Short-term hydro-thermal coordination based on interior point nonlinear programming and genetic algorithms , 2001, 2001 IEEE Porto Power Tech Proceedings (Cat. No.01EX502).

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

[15]  Leo Grady,et al.  Random Walks for Image Segmentation , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

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

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

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

[19]  Zuriati Ahmad Zulkarnain,et al.  Performance analysis of random-based mobility models in MANET routing protocol. , 2009 .

[20]  H. Chahkandi Nejad,et al.  GAPSO-based Economic Load Dispatch of Power System , 2011 .

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

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

[23]  P. Oscar Boykin,et al.  Balanced Overlay Networks (BON): An Overlay Technology for Decentralized Load Balancing , 2004, IEEE Transactions on Parallel and Distributed Systems.