Solution of Large Scale Economic Load Dispatch Problem using Quadratic Programming and GAMS: A Comparative Analysis
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@Article{JICS-7-200,
author = {Devendra Bisen , H. M.Dubey , M. Pandit and B. K. Panigrahi},
title = {Solution of Large Scale Economic Load Dispatch Problem using Quadratic Programming and GAMS: A Comparative Analysis},
journal = {Journal of Information and Computing Science},
year = {2024},
volume = {7},
number = {3},
pages = {200--211},
abstract = { This paper presents a comparative analysis of efficient and reliable modern programming
approach using quadratic programming (QP) and general algebraic modeling system (GAMS) to solve
economic load dispatch (ELD) problem. The proposed methodology easily takes care of different equality
and inequality constraints of the power dispatch problem to find optimal solution. To validate the
effectiveness of algorithm simulations have been performed over four different cases i.e. Crete Island system
of 18 thermal generating units, twenty generating units system with losses, practical Taiwan Power Company
(TPC) data which consists of 40 generating unit system and a very large system consisting of 110 generating
unit. Results obtained with the proposed method have been compared with other existing relevant approaches
available in literatures. Experimental results support the claim of proficiency of the method over other
existing techniques in terms of robustness and most importantly its optimal search behavior.
},
issn = {1746-7659},
doi = {https://doi.org/},
url = {http://global-sci.org/intro/article_detail/jics/22643.html}
}
TY - JOUR
T1 - Solution of Large Scale Economic Load Dispatch Problem using Quadratic Programming and GAMS: A Comparative Analysis
AU - Devendra Bisen , H. M.Dubey , M. Pandit and B. K. Panigrahi
JO - Journal of Information and Computing Science
VL - 3
SP - 200
EP - 211
PY - 2024
DA - 2024/01
SN - 7
DO - http://doi.org/
UR - https://global-sci.org/intro/article_detail/jics/22643.html
KW - Economic load dispatch, quadratic programming, general algebraic modelling system,
quadratic cost function, operating limit constraints..
AB - This paper presents a comparative analysis of efficient and reliable modern programming
approach using quadratic programming (QP) and general algebraic modeling system (GAMS) to solve
economic load dispatch (ELD) problem. The proposed methodology easily takes care of different equality
and inequality constraints of the power dispatch problem to find optimal solution. To validate the
effectiveness of algorithm simulations have been performed over four different cases i.e. Crete Island system
of 18 thermal generating units, twenty generating units system with losses, practical Taiwan Power Company
(TPC) data which consists of 40 generating unit system and a very large system consisting of 110 generating
unit. Results obtained with the proposed method have been compared with other existing relevant approaches
available in literatures. Experimental results support the claim of proficiency of the method over other
existing techniques in terms of robustness and most importantly its optimal search behavior.
Devendra Bisen , H. M.Dubey , M. Pandit and B. K. Panigrahi. (2024). Solution of Large Scale Economic Load Dispatch Problem using Quadratic Programming and GAMS: A Comparative Analysis.
Journal of Information and Computing Science. 7 (3).
200-211.
doi:
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