Skip to main content

Design and Implementation of a Hybrid Fuzzy Controller Using VHDL

  • Chapter
Soft Computing for Hybrid Intelligent Systems

Part of the book series: Studies in Computational Intelligence ((SCI,volume 154))

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. 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)

    Google Scholar 

  2. 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)

    Google Scholar 

  3. Oldfield, J., Dorf, R.: Field-Programmable Gate Arrays. In: Reconfigurable Logic for Rapid Prototyping and Implementation of Digital Systems. John Wiley & Son, Chichester (1995)

    Google Scholar 

  4. 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)

    Google Scholar 

  5. 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)

    Google Scholar 

  6. Jantzen, J.: Tuning of Fuzzy PID Controllers, Tech. report no. 98-H 871, Technical University of Dnmark, Department of Automation, (September 30, 1998)

    Google Scholar 

  7. Tang, K.S., Man, K.F., Chen, G., Kwong, S.: An optimal fuzzy PID controller. Industrial Electronics. IEEE Transactions 48, 757–765 (2001)

    Article  Google Scholar 

  8. 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)

    Google Scholar 

  9. Cirstea, M.N., Dinu, A., Khor, J.G., McCormick, M.: Neural and Fuzzy Logic Control of Drives and Power Systems, Newnes, Great Britain (2002)

    Google Scholar 

  10. Chu, P.P.: FPGA Prototyping by VHDL Examples: Xilinx Spartan-3. WileyInterscience (2008)

    Google Scholar 

  11. Pittman, D.C.: Servo Motor, Data Sheet available, http://www.clickautomation.com/PDF/items/GM9236S025.pdf

Download references

Author information

Authors and Affiliations

Authors

Editor information

Oscar Castillo Patricia Melin Janusz Kacprzyk Witold Pedrycz

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

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

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-70812-4_27

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-70811-7

  • Online ISBN: 978-3-540-70812-4

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics