DESIGN-AND-DEVELOPMENT-OF-NEW-EVOLUTIONARY-ALGORITHMS-FOR-UNIT-COMMITMENT-PROBLEM-5-1

Design And Development Of New Evolutionary Algorithms For Unit Commitment Problem

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by N.MALLA REDDY(Author)

ISBN Number :978- 1-63040- 752-0

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N.MALLA REDDY

DOCTOR OF PHILOSOPHY in FACULTY OF ELECTRICAL AND ELECTRONICS ENGINEERING

This thesis proposes Design and Development of THREE new algorithms for the UNIT COMMMITMENT (UC) problem using: Algorithm–1: Hybrid Differential Evolution (HDE) Algorithm for unit commitment solution. Algorithm–2: Hybrid Principal Component Analysis (HPCA) algorithm for unit commitment solution. Algorithm–3: Hybrid Differential Evolution with Principal Component Analysis (HDEPCA) algorithm for unit commitment solution. This chapter presents statement of UC problem, importance of UC problem, existing solution methodologies, list of proposed solution methods, original contribution in the thesis, Scope of work, organization of thesis and conclusions.