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Please use this identifier to cite or link to this item: http://eprint.iitd.ac.in/handle/2074/123

Title: An Expert System Approach to the Unit Commitment Problem
Authors: Kothari, D P
Ahmad, Aijaz
Keywords: Unit commitment
Dynamic programming
Expert system
Issue Date: 1995
Citation: Energy Convers. Mgmt 36 ( 4 ) 257-261
Abstract: An expert system plays a key role in the better conservation and management of electrical energy in a power station having a number of units that have to be committed for a given load. This paper presents a hybrid expert system dynamic programming approach to the unit commitment problem. Here, the scheduling output of the usual dynamic programming is enhanced by supplementing it with the rule based expert system. The proposed system limits the number of constraints and also checks the possible constraint violations in the generated schedule. The expert system communicates with the operator in a friendly manner, and hence, the various program parameters can be adjusted to have an optimal, operationally acceptable schedule.
URI: http://eprint.iitd.ac.in/dspace/handle/2074/123
Appears in Collections:Energy Studies [CES]

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