Abstract
It is presented a novel hybrid controller that combines the benefits of classical controllers and fuzzy logic to improve the system response in tracking. The design was developed in VHDL for a posterior FPGA implementation. The code was simulated using Simulink and Xilinx System Generator (XSG) that allows to simulate the code of the final FPGA target. Several comparative experiments in soft-real time were conducted using a geared DC motor and the results are commented.
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References
A Prodic and Dragan Maksimovic, Digital PWM Controller and Current Estimator for A Low-Power Switching Converter. In: 7th IEEE Workshop on Computers in Power Electronics, COMPEL 2000, Blacksburg, VA, July 16-18 (2000)
Wu, A.M., Xiao, J., Markovic, D., Sanders, S.R.: Digital PWM control: application in voltage regulation modules. In: 30th Annual IEEE on Power Electronics Specialists Conference, 1999. PESC 1999, vol. 1, pp. 77–83 (Auguest 1999)
Oldfield, J., Dorf, R.: Field-Programmable Gate Arrays. In: Reconfigurable Logic for Rapid Prototyping and Implementation of Digital Systems. John Wiley & Son, Chichester (1995)
Miguel, A., Rodríguez, V., Sánchez Pérez, J.M., Juan, A., Pulido, G.: Advances in FPGA Tools and Techniques. Microprocessors and Microsystems. Elsevier Science, Amsterdam (2005)
Quevedo, J., Escobet, T.: Digital Control 2000: Past, Present and Future of PID Control. In: Proceedings of the IFAC Workshop, Terrassa, Spain, 5-7 April (2000)
Jantzen, J.: Tuning of Fuzzy PID Controllers, Tech. report no. 98-H 871, Technical University of Dnmark, Department of Automation, (September 30, 1998)
Tang, K.S., Man, K.F., Chen, G., Kwong, S.: An optimal fuzzy PID controller. Industrial Electronics. IEEE Transactions 48, 757–765 (2001)
Montiel, O., Sepúlveda, R., Melin, P., Castillo, O., Porta, M.A., Meza, I.M.: Performance of a Simple Tuned Fuzzy Controller and a PID Controller on a DC motor. In: Proceedings of the 2007 IEEE Symposium on Foundations of Computacional Intelligence (FOCI 2007), Hawaii, U.S.A, pp. 531–537 (2007)
Cirstea, M.N., Dinu, A., Khor, J.G., McCormick, M.: Neural and Fuzzy Logic Control of Drives and Power Systems, Newnes, Great Britain (2002)
Chu, P.P.: FPGA Prototyping by VHDL Examples: Xilinx Spartan-3. WileyInterscience (2008)
Pittman, D.C.: Servo Motor, Data Sheet available, http://www.clickautomation.com/PDF/items/GM9236S025.pdf
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Millán, I., Montiel, O., Sepúlveda, R., Castillo, O. (2008). Design and Implementation of a Hybrid Fuzzy Controller Using VHDL. In: Castillo, O., Melin, P., Kacprzyk, J., Pedrycz, W. (eds) Soft Computing for Hybrid Intelligent Systems. Studies in Computational Intelligence, vol 154. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-70812-4_27
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DOI: https://doi.org/10.1007/978-3-540-70812-4_27
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-70811-7
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