Combined Economic and Emission Dispatch Analysis Using Lightning Attachment Procedure Optimizer

The Economic Load Dispatch (ELD) is defined as the optimal sharing for the system load demand between the available generators in order to minimize the total cost, while the Combined Economic Emission Dispatch (CEED) problem refers to optimal dispatch among the available generators for cost minimization considering the environmental impacts. In this paper, the ELD and CEED are solved using an advanced physical based optimization technique called Lightning Attachment Procedure Optimization (LAPO) algorithm. The algorithm is validated using two test systems which have 10 and 40 units considering the valve point loading effect. The outcome demonstrates that the developed algorithm is a superior and very effective algorithm for solving ELD and CEED problems compared with other reported techniques.

[1]  Almoataz Y. Abdelaziz,et al.  Flower pollination algorithm to solve combined economic and emission dispatch problems , 2016 .

[2]  P. Martin,et al.  An optimal formulation and solution of short-range operating problems for a power system with flow constraints , 1972 .

[3]  N. O Abungu,et al.  Combined Economic and Emission Dispatch problem using ABC_PSO hybrid algorithm with valve point loading effect , 2012 .

[4]  Bin Li,et al.  Estimation of distribution and differential evolution cooperation for large scale economic load dispatch optimization of power systems , 2010, Inf. Sci..

[5]  Ugur Güvenc,et al.  Combined economic and emission dispatch solution using gravitational search algorithm , 2012, Sci. Iran..

[6]  Li Mo,et al.  Economic environmental dispatch using an enhanced multi-objective cultural algorithm , 2013 .

[7]  D. Chattopadhyay,et al.  A multi-area linear programming approach for analysis of economic operation of the Indian power system , 1996 .

[8]  L. Coelho,et al.  Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect , 2006, IEEE Transactions on Power Systems.

[9]  Leandro dos Santos Coelho,et al.  An efficient cultural self-organizing migrating strategy for economic dispatch optimization with valve-point effect , 2010 .

[10]  J. Nanda,et al.  Economic emission load dispatch with line flow constraints using a classical technique , 1994 .

[11]  Behrooz Vahidi,et al.  A novel physical based meta-heuristic optimization method known as Lightning Attachment Procedure Optimization , 2017, Appl. Soft Comput..

[12]  Lan Zhang,et al.  Real-time economic dispatch with line flow and emission constraints using quadratic programming , 1998 .

[13]  Mousumi Basu,et al.  Economic environmental dispatch using multi-objective differential evolution , 2011, Appl. Soft Comput..

[14]  C.H. Chen,et al.  Particle Swarm Optimization for Economic Power Dispatch with Valve-Point Effects , 2006, 2006 IEEE/PES Transmission & Distribution Conference and Exposition: Latin America.

[15]  Nima Amjady,et al.  Solution of nonconvex and nonsmooth economic dispatch by a new Adaptive Real Coded Genetic Algorithm , 2010, Expert Syst. Appl..

[16]  Emmanuel Dartey Manteaw,et al.  Combined Economic and Emission Dispatch Solution Using ABC _ PSO Hybrid Algorithm with Valve Point Loading Effect , 2012 .

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

[18]  G. Sheblé,et al.  Genetic algorithm solution of economic dispatch with valve point loading , 1993 .

[19]  P. Aravindhababu,et al.  Economic dispatch based on optimal lambda using radial basis function network , 2002 .

[20]  Hardiansyah A Modified Particle Swarm Optimization Technique for Economic Load Dispatch with Valve-Point Effect , 2013 .

[21]  Salah Kamel,et al.  Solution of economic and environmental dispatch with valve point effect using moth swarm algorithm , 2017, 2017 Nineteenth International Middle East Power Systems Conference (MEPCON).

[22]  Jong-Bae Park,et al.  An Improved Particle Swarm Optimization for Nonconvex Economic Dispatch Problems , 2010, IEEE Transactions on Power Systems.