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Modelling of Hydrothermal Unit Commitment Coordination Using Efficient Metaheuristic Algorithm: A Hybridized Approach
Joint Authors
Sutradhar, Suman
Choudhury, Nalin B. Dev
Sinha, Nidul
Source
Issue
Vol. 2016, Issue 2016 (31 Dec. 2016), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2016-12-28
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
In this paper, a novel approach of hybridization of two efficient metaheuristic algorithms is proposed for energy system analysis and modelling based on a hydro and thermal based power system in both single and multiobjective environment.
The scheduling of hydro and thermal power is modelled descriptively including the handling method of various practical nonlinear constraints.
The main goal for the proposed modelling is to minimize the total production cost (which is highly nonlinear and nonconvex problem) and emission while satisfying involved hydro and thermal unit commitment limitations.
The cascaded hydro reservoirs of hydro subsystem and intertemporal constraints regarding thermal units along with nonlinear nonconvex, mixed-integer mixed-binary objective function make the search space highly complex.
To solve such a complicated system, a hybridization of Gray Wolf Optimization and Artificial Bee Colony algorithm, that is, h-ABC/GWO, is used for better exploration and exploitation in the multidimensional search space.
Two different test systems are used for modelling and analysis.
Experimental results demonstrate the superior performance of the proposed algorithm as compared to other recently reported ones in terms of convergence and better quality of solutions.
American Psychological Association (APA)
Sutradhar, Suman& Choudhury, Nalin B. Dev& Sinha, Nidul. 2016. Modelling of Hydrothermal Unit Commitment Coordination Using Efficient Metaheuristic Algorithm: A Hybridized Approach. Journal of Optimization،Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1110146
Modern Language Association (MLA)
Sutradhar, Suman…[et al.]. Modelling of Hydrothermal Unit Commitment Coordination Using Efficient Metaheuristic Algorithm: A Hybridized Approach. Journal of Optimization No. 2016 (2016), pp.1-14.
https://search.emarefa.net/detail/BIM-1110146
American Medical Association (AMA)
Sutradhar, Suman& Choudhury, Nalin B. Dev& Sinha, Nidul. Modelling of Hydrothermal Unit Commitment Coordination Using Efficient Metaheuristic Algorithm: A Hybridized Approach. Journal of Optimization. 2016. Vol. 2016, no. 2016, pp.1-14.
https://search.emarefa.net/detail/BIM-1110146
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1110146