Design of a Novel Fuzzy PI Controller Based on Artificial Bee Colony Algorithm for VSC-HVDC Transmission Link


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Abstract


This paper presents a continuous time state space model for a VSC-HVDC transmission link in the d-q reference frame. An Artificial Bee Colony (ABC) algorithm based Fuzzy proportional plus integral (FPI) controller is proposed for a decoupled back to back VSC-HVDC transmission link single machine power system. Here, the ABC approach is used for selecting the nonlinear variable gain parameters of scaling factors of Fuzzy controller to enhance its performance. Simulation result has been presented to show and validate the efficiency of new approach for damping oscillations over a wide range of operating conditions and compared with the conventional PI controller tuned by Ziggler-Nichol technique, and Fuzzy PI controller without optimization. It has been found that the proposed controller is quite effective in enhancing the power system dynamic stability significantly.
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Keywords


VSC-HVDC; Artificial Bee Colony; Fuzzy PI Control

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References


Andersen B.R, L. Xu, P.J. Horton, P. Cartwright, Topologies for VSC transmission Power Eng.”J.16 (2002),142-150.

A.K. Moharana, P.K. Dash, “Input-output linearization and Robust Sliding Mode Controller for the VSC-HVDC transmission Link”, IEEE Transactions on Power Delivery, Vol.25,No.3, July 2010, 1952-1961.

R. K. Mallick, P. K. Dash, Design of a Robust Multivariable Controller for an AC-VSC- HVDC System, (2010) International Review of Automatic Control (IREACO), 3 (6), pp. 663-672.

Ambalal V. Patel, “Simplest Fuzzy PI Controllers under Various Defuzzification Methods”, International Journal of Computational Cognition, Vol.3, No.1, March-2005, 21-34.

Dragan Jovcic, Lisa Lamont, Keith Abbott, “Control system design for VSC transmission”, Electric Power System Research, 77 (2007), 721-729.

H. A. Mohammadpour, H. Atighechi, A. Shoulaie, A Takagi – Sugeno Fuzzy Control Methodology for SSR and Power Oscillation Damping Using Gate-Controlled Series Capacitor, (2009) International Review of Automatic Control (IREACO), 2. (2), pp. 154-162.

Dervis Karaboga, B.Bastruk, “On the Performance of Artificial Bee Colony (ABC) Algorithm ” Applied Soft Computing (2008) 687- 697.

Dervis Karaboga Bahriya Akay “ A comparative study of Artificial Bee Colony Algorithm”. Applied Mathematics and computation, 214(2009) 108-132.

Dervis Karaboga, B.Bastruk, “ A powerful and efficient Algorithm for Numerical Function Optimization: Artificial Bee Colony (ABC) Algorithm” J. Global Optimization 39 (2007) 459-471.

Devis Karaboga, Bahriya Akay, “A comparative study of Artificial Bee Colony algorithm”, Applied Mathematics and Computation, Elsevier Science 214 (2009), 108-132.

G. Venkataramanan, B.K.Johnson, “A superconducting DC transmission system based on VSC transmission technologies”, IEEE Transactions Appl. Supercond., 13 (2003), 1922-1925.

H. Bevrani , F.Habib, P. Babahajyani, M Watanabe, “ Intelligent Frequency Control; in a AC micro grid: on line PSO based Fuzzy tuning Approach” IEEE Transaction on Smart grid, 2001, pp 1-11.

O. Bourebia, K. Belarbi, Fuzzy Generalized Predictive Control for Nonlinear Systems with Coordination Technique, (2008) International Review of Automatic Control (IREACO), 1 (2), pp. 169-176.

Haifeng Liang, Gengyin Li, Guangkai Li, Peng Li, Ming VSC-HVDC Systems”, 2005 IEEE/PES Transmission and Distribution Conference, China.

Meng Joo Er, Ya Lei Sun, “Hybrid Fuzzy Proportional - Integral Plus Conventional Derivative Control of Linear and Nonlinear Systems”, IEEE Transactions on Industrial Electronics, Vol-48, No-6, Dec.2001, 1109-1117.

Rajani K. Mudi, Nikhil R. Pal, “A Robust Self-Tuning Scheme for PI and PD Type Fuzzy Controllers”, IEEE Transactions on Fuzzy Systems, Vol-7, No-1, February-1999.

Weifeng Gao, Sanyang Liu, “Improved artificial bee colony algorithm for global optimization”, Information Processing Letters, Elsevier Science, 111 (2011) 871-882.

Dhanalakshmi, R., Palaniswami, S., Adaptive gain scheduling Fuzzy logic PID controller in load frequency control of wind diesel micro hydro isolated hybrid power system, (2011) International Review on Modelling and Simulations (IREMOS), 4 (6), pp. 3327-3336.

Zhang. G., Xu. Z. “Steady state model for VSC based HVDC system and its control Design.” IEEE Power Engineering Society winter meeting Vol. 3, PP 1885-1890 January/ February 2001.

Zhang. G. , Xu.Z. , Wang G.Z, “Steady state Model and its nonlinear control of VSC-HVDC System.” Proceeding CSEE VOl.22, Part II, PP 17-22, 2002.


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