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Theses/Dissertations
Author Welch, Richard L., 1980-

Title Intelligent optimal control of a grid independent photovoltaic system using adaptive critic designs and fuzzy logic / by Richard L. Welch.

Published ©2006.
LOCATION CALL # STATUS
 MST DEPOSITORY  THESIS T 9021/9045  MICROFILM    NOT CHECKED OUT
 MST Thesis  THESIS T 9023    NOT CHECKED OUT
Description x, 61 leaves : illustrations ; 28 cm.
Summary "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.
Notes Vita.
Includes bibliographical references.
M.S. University of Missouri--Rolla 2006.
Subjects Photovoltaic power systems -- Automatic control.
Dynamic programming.
Neural networks (Computer science)
Fuzzy logic.
Swarm intelligence.
Other Titles MST thesis. Computer Engineering (M.S., 2006).
Adaptive critic designs based optimal control of a grid independent photovoltaic system.
Comparison of two optimal control strategies for a grid independent photovoltaic system.
Additional Keywords Particle swarm optimization (PSO)
OCLC/WorldCat Number 85763015
Permanent Link
http://merlin.lib.umsystem.edu:80/record=b5791617~S5