Application of the particle swarm optimization algorithm to a Combined Economic Emission Dispatch problem using a new penalty factor

The power system optimization is to schedule the generating units within the limits and simultaneously minimize the fuel cost and emission values subject to constraints. The paper proposes new penalty factor for Combined Economic Emission Dispatch (CEED) problem using particle swarm optimization algorithm. The IEEE 30 bus system with six generating units is tested in Matlab environment. The simulation results show that the CEED problem using Min-Max penalty factor provides less fuel cost value with comparison to Max-Max penalty factor.

[1]  Srikrishna Subramanian,et al.  Sequential Approach with Matrix Framework for Various Types of Economic Thermal Power Dispatch Problems , 2010 .

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

[3]  Raynitchka Tzoneva,et al.  Comparative analyses of Min-Max and Max-Max price penalty factor approaches for multi criteria power system dispatch problem with valve point effect loading using Lagrange's method , 2011, 2011 International Conference on Power and Energy Systems.

[4]  Manoj Kumar Tiwari,et al.  Multiobjective Particle Swarm Algorithm With Fuzzy Clustering for Electrical Power Dispatch , 2008, IEEE Transactions on Evolutionary Computation.

[5]  Narayana Prasad Padhy,et al.  Comparison and application of evolutionary programming techniques to combined economic emission dispatch with line flow constraints , 2003 .

[6]  K. Manikandan,et al.  Economic Thermal Power Dispatch with Emission Constraint and Valve Point Effect loading using Improved Tabu Search Algorithm , 2010 .

[7]  Sen-Nien Yu,et al.  Optimal economic dispatch with environmental consideration by MPSO method , 2011, 2011 International Conference on Consumer Electronics, Communications and Networks (CECNet).

[8]  Joong-Rin Shin,et al.  A particle swarm optimization for economic dispatch with nonsmooth cost functions , 2005, IEEE Transactions on Power Systems.

[9]  Rung-Fang Chang,et al.  Security-Constrained Economic Scheduling of Generation Considering Generator Constraints , 2006, 2006 International Conference on Power System Technology.

[10]  P. S. Kulkarni, A. G. Kothari, D. P. Kothari Combined Economic and Emission Dispatch Using Improved Backpropagation Neural Network , 2000 .

[11]  Jong-Bae Park,et al.  An Improved Particle Swarm Optimization for Nonconvex Economic Dispatch Problems , 2010 .

[12]  Raynitchka Tzoneva,et al.  Comparative analyses of Min-Max and Max-Max price penalty factor approaches for multi criteria power system dispatch problem using Lagrange's method , 2011, 2011 INTERNATIONAL CONFERENCE ON RECENT ADVANCEMENTS IN ELECTRICAL, ELECTRONICS AND CONTROL ENGINEERING.

[13]  R. Balamurugan,et al.  A Simplified Recursive Approach to Combined Economic Emission Dispatch , 2007 .

[14]  Russell C. Eberhart,et al.  A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.

[15]  S. Khamsawang,et al.  Hybrid PSO-DE for solving the economic dispatch problem with generator constraints , 2010, 2010 The 2nd International Conference on Computer and Automation Engineering (ICCAE).

[16]  D. P. Kothari,et al.  Security Constrained Unit Commitment Problem with Operational, Power Flow and Environmental Constraints , 2009 .

[17]  P. K. Chattopadhyay,et al.  Evolutionary programming techniques for economic load dispatch , 2003, IEEE Trans. Evol. Comput..

[18]  R. Tzoneva,et al.  Impact of price penalty factors on the solution of the combined economic emission dispatch problem using cubic criterion functions , 2012, 2012 IEEE Power and Energy Society General Meeting.

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

[20]  Yee Ming Chen,et al.  A particle swarm approach to solve environmental/economic dispatch problem , 2010 .

[21]  Frede Blaabjerg,et al.  International Review of Electrical Engineering (IREE) , 2009 .

[22]  N. S. Babu,et al.  Analytical solution for combined economic and emissions dispatch , 2008 .

[23]  D. P. Kothari,et al.  Stochastic economic emission load dispatch , 1993 .