Abstract
In this study a rule-based, fuzzy-logic regulator was developed for a PWR type nuclear power plant based on knowledge acquisition through numerical simulations and making use of a validated mathematical model of the H.B. Robinson power plant. The performance of this controller with the single objective of minimizing weighted power was found to be better in this respect when tested against that of an optimal controller using several conflicting performance criteria. The behavior of this rule-based controller was investigated also under noisy operating conditions and in the presence of drift in process variables leading to negligible degradation.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Akin, H. L.:Development of a Knowledge-Based Regulator for A PWR-Type Nuclear Power Plant, Ph.D. Dissertation, Bogazici University, 1989
Anonymous:Preliminary Safety Analysis Report. Wisconsin Utilities Project, Wisconsin Electric Power Company, 1975.
Anonymous: TURBO PASCAL Owner’s Handbook Version 4.0. Scotts Valley: Borland International 1987
Arakawa, A., Sekimizu, K., Sumida, S.:Fuzzy Logic Control Application for BWR Recirculation Flow Control System. J. Nucl. Sci. Tech. 25, 263–273 (1988)
Bernard, J. A.:Use of a Rule-Based System for Process Control. IEEE Cont. Sys., 3–13 (1988).
Doebelin, E.:Control System Principles and Design. John Wiley 1985.
Kerlin, T. W.:Theoretical and Experimental Dynamic Analysis of the H.B. Robinson Nuclear Plant. Nucl. Tech. 30, 299–316 (1976)
MacDonald, J. L., Koen, B. V.:Application of Artificial Intelligence Techniques to Digital Computer Control of Nuclear Reactors. Nucl. Sci. Eng. 56, 142–151 (1975)
Nair, P. P., Gopal, M.:Sensitivity-Reduced Design for A Nuclear Pressurized Water Reactor. IEEE Trans. Nucl. Sci. 34, 1834–1842, (1987)
Saif, M.:A Novel Approach for Optimal Control of a Pressurized Water Reactor. IEEE Trans. Nucl. Sci. 36, 1317–1325 (1989)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1991 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Akin, H.L. (1991). A Knowledge-Based Controller for a PWR-Type Nuclear Power Plant. In: Jordanides, T., Torby, B. (eds) Expert Systems and Robotics. NATO ASI Series, vol 71. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-76465-3_20
Download citation
DOI: https://doi.org/10.1007/978-3-642-76465-3_20
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-76467-7
Online ISBN: 978-3-642-76465-3
eBook Packages: Springer Book Archive