Masters Theses
Intelligent optimal control of a grid independent photovoltaic system using adaptive critic designs and fuzzy logic
Keywords and Phrases
Particle swarm optimization (PSO)
Abstract
"The work depicted in this thesis - and the author's research as a whole - centers on an optimal energy management system. Specifically, this research focuses on the development of two controllers for optimally controlling a grid independent photovoltaic system. The first controller uses Action Dependent Heuristic Dynamic Programming (ADHDP), while the second uses fuzzy logic, with membership functions optimized using Particle Swarm Optimization (PSO)--Abstract, page iv.
Advisor(s)
Venayagamoorthy, Ganesh K.
Committee Member(s)
Cox, Norman R.
Zoughi, R.
Department(s)
Electrical and Computer Engineering
Degree Name
M.S. in Computer Engineering
Sponsor(s)
National Science Foundation (U.S.)
Publisher
University of Missouri--Rolla
Publication Date
Summer 2006
Journal article titles appearing in thesis/dissertation
- Adaptive critic designs based optimal control of a grid independent photovoltaic system
- Comparison of two optimal control strategies for a grid independent photovoltaic system
Pagination
x, 61 pages
Rights
© 2006 Richard L. Welch, All rights reserved.
Document Type
Thesis - Citation
File Type
text
Language
English
Subject Headings
Dynamic programmingFuzzy logicNeural networks (Computer science)Photovoltaic power systems -- Automatic controlSwarm intelligence
Thesis Number
T 9023
Print OCLC #
85763015
Recommended Citation
Welch, Richard L., "Intelligent optimal control of a grid independent photovoltaic system using adaptive critic designs and fuzzy logic" (2006). Masters Theses. 5917.
https://scholarsmine.mst.edu/masters_theses/5917
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