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Modeling and evolutionary design of permanent magnet synchronous machines
by Cassimere, Brandon, Ph.D., Purdue University, 2008, 132 pages; AAT 3330221

Abstract (Summary)

Permanent magnet synchronous machines can be designed to obtain high efficiency and high torque density. There has been intense interest in the use of population based optimization methods such as genetic algorithms to design either part or all of the machine. This motivation comes about because of the success of these methods in exploring high dimensional search spaces in a computationally efficient manner. This work builds on the literature by setting forth a computationally efficient machine analysis appropriate for use with population based optimization methods which enables the consideration of a significantly larger search space than previous work. It is also unique in that the relative performance of different parameter encoding and objective function formulations are considered.

Indexing (document details)

Advisor:Sudhoff, Scott D.
Committee members:Pekarek, Steven D.,  Zak, Stanislaw H.,  Yip, Nung Kwan
School:Purdue University
Department:Electrical and Computer Engineering
School Location:United States -- Indiana
Keyword(s):Permanent magnets, Synchronous machines, Torque density, Search spaces
Source:DAI-B 69/09, Mar 2009
Source type:Dissertation
Subjects:Electrical engineering
Publication Number: AAT 3330221
ISBN:9780549824015
Document URL:http://proquest.umi.com/pqdlink?did=1609294041&Fmt=7&clientI d=79356&RQT=309&VName=PQD
ProQuest document ID:1609294041


 

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