Intelligent optimal control of a grid independent photovoltaic system using adaptive critic designs and fuzzy logic
Keywords and Phrases
Particle swarm optimization (PSO)
"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, leaf iv.
Venayagamoorthy, Ganesh K.
Cox, Norman R.
Electrical and Computer Engineering
M.S. in Computer Engineering
National Science Foundation (U.S.)
University of Missouri--Rolla
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
x, 61 leaves
© 2006 Richard L. Welch, All rights reserved.
Thesis - Citation
Library of Congress Subject Headings
Neural networks (Computer science)
Photovoltaic power systems -- Automatic control
Print OCLC #
Link to Catalog Record
Full-text not available: Request this publication directly from Missouri S&T Library or contact your local library.http://laurel.lso.missouri.edu/record=b5791617~S5
Welch, Richard L., "Intelligent optimal control of a grid independent photovoltaic system using adaptive critic designs and fuzzy logic" (2006). Masters Theses. 5917.
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