Abstract
In this paper, we study an approach to design a self-tuning Fuzzy-PI controller in HVDC(High Voltage Direct Current) system. In the rectifier of traditional HVDC system, turning on, turning off, triggering and protections of thyristors have lots of problems that can make the dynamic instability and cannot damp the dynamic disturbance efficiently. In order to solve the above problems, we adapt Fuzzy-PI controller with and without self-tuning for the fire angle control of rectifier. The performance of the Fuzzy-PI controller is sensitive to the variety of scaling factors. The design procedure dwells on the use of evolutionary computing(Genetic Algorithms, GAs). Then we can obtain the optimal scaling factors of the FIS controller by Genetic Algorithms. Then, we adopt fuzzy logic controller to tune the scaling factors on line. A comparative study has been performed among traditional PI controller and Fuzzy-PI controller with and without self-tuning, to prove the superiority of the proposed scheme.
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
Nozari, F., Patel, H.S.: Power Electronics in Electric Utilities: HVDC Power Transmission Systems. Proceedings of the IEEEÂ 76(4) (April 1988)
Routray, A., Dash, P.K., Panda, S.K.: A Fuzzy Self-Tuning PI controller for HVDC links. IEEE Transctions on power electronics 11(5) (September 1996)
Yoon, J.Y., Hwang, G.-H., Park, J.-H.: A Genetic Algorithm Approach to Design the Optimal Fuzzy Controller for Rectifier Current Contol in HVDC System. Journal of Electrical Engineering and Information Science 3(6), 792–797 (1998)
Liu, J.-K.: Advanced PID Control with MATLAB Simulation. Electronic Industry Publishing Company (October 2002)
Ahn, T.-C., et al.: Development of Adaptive Granular Control Technique for HVDC Transmission System, report (February 2005)
Dash, P.K., Liew, A.C., Routray, A.: HIGH - performance controllers for HVDC transmission links. IEE Pro-Gener.Transm.Distrib. 141(5) (September 1994)
Wang, L.-X.: A Course of Fuzzy System and Control. Prentice-Hall, Englewood Cliffs (1997)
Oh, S.-K., Pedrycz, W., Rho, S.-B., Ahn, T.-C.: Parameter Estimation of Fuzzy Controller and Its Application to Inverted Pendulum. Engineering Applications of Artificial Intelligence, 17(1), 37–60 (February, 2004)
Zhou, X.-X.: The Analysis and Control of AC/DC Power System (2004)
Dash, P.K., Routray, A., Panda, S.K., Liew, A.C.: Fuzzy Tunning of DC Link Controllers, IEEE Catalogue No. 95TH8130
Wang, Z., Yang, J., Rho, S., Ahn, T.: A New Design of Fuzzy controller for HVDC system with the aid of GAs. Journal of Control, Automation, and Systems Engineering 12(3), 221–226 (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Wang, Zx., Yang, Jj., Ahn, Tc. (2006). The Design of Self-tuning Strategy of Genetically Optimized Fuzzy-PI Controller for HVDC System. In: Gabrys, B., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2006. Lecture Notes in Computer Science(), vol 4251. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11892960_7
Download citation
DOI: https://doi.org/10.1007/11892960_7
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-46535-5
Online ISBN: 978-3-540-46536-2
eBook Packages: Computer ScienceComputer Science (R0)