NDLI: Fixed-head hydro-thermal scheduling using a modified bacterial foraging algorithm

Content Provider	IEEE Xplore Digital Library
Author	Farhat, I.A. El-Hawary, M.E.
Copyright Year	2010
Abstract	In this paper the short-term hydro-thermal scheduling problem is solved using a modified bacterial foraging algorithm (MBFA). The integrated hydro-thermal systems considered include fixed-head hydro reservoirs. The short-term hydro-thermal scheduling (STHTS) problem is a dynamic large-scale nonlinear optimization problem which requires solving unit commitment and economic power load dispatch problems. The bacterial foraging algorithm (BFA) is a recently developed evolutionary optimization technique based on the foraging behavior of the E. coli bacteria. The BFA has been successfully employed to solve various optimization problems; however, for large-scale problems such as this problem, it shows poor convergence properties. To overcome this problem considering its high-dimension search space, critical modifications are introduced to the basic BFA. The algorithm presented is validated using two fixed-head test systems. Results show that the proposed algorithm is capable of solving the problem with good performance.
Starting Page	1
Ending Page	6
File Size	591216
Page Count	6
File Format	PDF
ISBN	9781424481866
e-ISBN	9781424481880
DOI	10.1109/EPEC.2010.5697200
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-08-25
Publisher Place	Canada
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	fixed-head short-term hydro-thermal scheduling Bacterial foraging optimization
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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