Open Access
Artificial immune system for dynamic economic dispatch
Publication type: Journal Article
Publication date: 2011-01-01
scimago Q1
wos Q1
SJR: 1.714
CiteScore: 13.0
Impact factor: 5.0
ISSN: 01420615, 18793517
Electrical and Electronic Engineering
Energy Engineering and Power Technology
Abstract
Dynamic economic dispatch determines the optimal scheduling of online generator outputs with predicted load demands over a certain period of time taking into consideration the ramp rate limits of the generators. This paper proposes artificial immune system based on the clonal selection principle for solving dynamic economic dispatch problem. This approach implements adaptive cloning, hyper-mutation, aging operator and tournament selection. Numerical results of a ten-unit system with nonsmooth fuel cost function have been presented to validate the performance of the proposed algorithm. The results obtained from the proposed algorithm are compared with those obtained from particle swarm optimization and evolutionary programming. From numerical results, it is found that the proposed artificial immune system based approach is able to provide better solution than particle swarm optimization and evolutionary programming in terms of minimum cost and computation time.
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Metrics
77
Total citations:
77
Citations from 2024:
3
(3.9%)
The most citing journal
Citations in journal:
9
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MLA
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GOST
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Basu M. Artificial immune system for dynamic economic dispatch // International Journal of Electrical Power and Energy Systems. 2011. Vol. 33. No. 1. pp. 131-136.
GOST all authors (up to 50)
Copy
Basu M. Artificial immune system for dynamic economic dispatch // International Journal of Electrical Power and Energy Systems. 2011. Vol. 33. No. 1. pp. 131-136.
Cite this
RIS
Copy
TY - JOUR
DO - 10.1016/j.ijepes.2010.06.019
UR - https://doi.org/10.1016/j.ijepes.2010.06.019
TI - Artificial immune system for dynamic economic dispatch
T2 - International Journal of Electrical Power and Energy Systems
AU - Basu, Mousumi
PY - 2011
DA - 2011/01/01
PB - Elsevier
SP - 131-136
IS - 1
VL - 33
SN - 0142-0615
SN - 1879-3517
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2011_Basu,
author = {Mousumi Basu},
title = {Artificial immune system for dynamic economic dispatch},
journal = {International Journal of Electrical Power and Energy Systems},
year = {2011},
volume = {33},
publisher = {Elsevier},
month = {jan},
url = {https://doi.org/10.1016/j.ijepes.2010.06.019},
number = {1},
pages = {131--136},
doi = {10.1016/j.ijepes.2010.06.019}
}
Cite this
MLA
Copy
Basu, Mousumi. “Artificial immune system for dynamic economic dispatch.” International Journal of Electrical Power and Energy Systems, vol. 33, no. 1, Jan. 2011, pp. 131-136. https://doi.org/10.1016/j.ijepes.2010.06.019.