[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to main content

Multimodel PD-control of a pneumatic actuator under variable loads

  • ORIGINAL ARTICLE
  • Published:
The International Journal of Advanced Manufacturing Technology Aims and scope Submit manuscript

Abstract

In this paper, a multimodel controller is designed and implemented to a variably loaded pneumatic actuator. A particular design of the pneumatic system with one PWM-driven switching valve is utilized which has a quasilinear input–output behavior under constant load conditions. Therefore, under a constant load, position control is properly accomplished by a linear PD-controller. In order to use the system in variable load applications such as robot actuators, a multimodel controller is designed based on the PD-controllers. For this purpose, a number of constant loads are considered and corresponding to each load, a linear model is identified and a PD-controller is tuned for the system. Then, a switching algorithm is applied which determines the best model and selects the corresponding controller in any load condition. Also, for the realization of the D-action in PD-controllers, a Kalman filter is designed to observe the velocity instead of direct differentiation of the output position. Experimental results indicate the high performances of the multimodel controller under variable load conditions.

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

Access this article

Subscribe and save

Springer+ Basic
£29.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (United Kingdom)

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Bone GM, Shu N (2007) Experimental comparison of position tracking control algorithms for pneumatic cylinder actuators. IEEE/ASME Trans Mechatron 12:557–561

    Article  Google Scholar 

  2. Taghizadeh M, Ghaffari A, Najafi F (2009) Modeling and identification of a solenoid valve for PWM control applications. C R Mecanique 337:131–140

    Google Scholar 

  3. Taghizadeh M, Ghaffari A, Najafi F (2009) Improving dynamic performances of PWM-driven servo-pneumatic systems via a novel pneumatic circuit. ISA Trans 48:512–518

    Article  Google Scholar 

  4. Van Varseveld RB, Bone GM (1997) Accurate position control of a pneumatic actuator using on/off solenoid valves. IEEE/ASME Trans Mechatron 2:195–204

    Article  Google Scholar 

  5. Taghizadeh M, Najafi F, Ghaffari A (2009) Increased tracking ability of pulse width modulation-driven pneumatic servo systems via a modified pneumatic circuit. Electr Eng 91:79–87

    Article  Google Scholar 

  6. Sorli M, Pastorelli S (2000) Performance of a pneumatic force controlling servosystem: influence of valves conductance. Robot Auton Syst 30:283–300

    Article  Google Scholar 

  7. Ahn K, Yokota S (2005) Intelligent switching control of pneumatic actuaror using on/off solenoid valves. Mechatronics 15:683–702

    Article  Google Scholar 

  8. Gentile N, Giannoccaro NI, Reina G (2002) Experimental tests on position control of a pneumatic actuator using on/off solenoid valves. IEEE/ICIT Conf on Industrial Technology, Bangkok, Thailand 1:555–559

    Google Scholar 

  9. Barth EJ, Zhang J, Goldfarb M (2003) Control design for relative stability in a PWM-controlled pneumatic system. ASME Trans J Dyn Syst Meas Control 125:504–508

    Article  Google Scholar 

  10. Ye N, Scavarda S, Betemps M, Jutard A (1992) Models of a pneumatic PWM solenoid valve for engineering applications. ASME Trans J Dyn Syst Meas Control 114:680–688

    Article  Google Scholar 

  11. Messina A, Giannoccaro NI, Gentile A (2005) Experimenting and modeling the dynamics of pneumatic actuators controlled by pulse width modulated (PWM) technique. Mechatronics 15:859–889

    Article  Google Scholar 

  12. Topcu EE, Yuksel I, Kamis Z (2006) Development of electro-pneumatic fast switching valve and investigation of its characteristics. Mechatronics 16:365–378

    Article  Google Scholar 

  13. Shih MC, Hwang C (1997) Fuzzy PWM control of the positions of a pneumatic robot cylinder using high speed solenoid valve. JSME Int J 40(C):469–476

    Google Scholar 

  14. Shih MC, Ma M (1998) Position control of a pneumatic rodless cylinder using fuzzy PWM control method. Mechatronics 41(2C):241–253

    Article  Google Scholar 

  15. Shih MC, Ma M (1998) Position control of a pneumatic rodless cylinder using sliding mode M-D-PWM control the high speed solenoid. JSME Int J 41(2C):236–241

    Google Scholar 

  16. Barth EJ, Zhang J, Goldfarb M (2002) Sliding mode approach to PWM-controlled pneumatic systems. The American Control Conference, Anchorage, AK, pp 2362–2367

    Google Scholar 

  17. Shen X, Zhang J, Barth EJ, Goldfarb M (2004) Non linear averaging applied to the control of pulse width modulated (PWM) pneumatic systems. The American control conference, Boston, pp 4444–4448

    Google Scholar 

  18. Shen X, Zhang J, Barth EJ, Goldfarb M (2006) Nonlinear model-based control of pulse width modulated pneumatic servo systems. ASME Trans J Dyn Syst Meas Control 128:663–669

    Article  Google Scholar 

  19. Nguyen T, Leavitt J, Jabbari F, Bobrow JE (2007) Accurate sliding-mode control of pneumatic systems using low-cost solenoid valves. IEEE/ASME Trans Mechatron 12:216–219

    Article  Google Scholar 

  20. Karimi A, Landau ID (2000) Robust adaptive control of a flexible transmission system using multiple models. IEEE Transac Contr Syst Tech 8:321–331

    Article  Google Scholar 

  21. Narendra KS, Balakrishnan J (1997) Adaptive control using multiple models. IEEE Trans Automat Contr 42(2):171–187

    Article  MATH  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mostafa Taghizadeh.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Taghizadeh, M., Najafi, F. & Ghaffari, A. Multimodel PD-control of a pneumatic actuator under variable loads. Int J Adv Manuf Technol 48, 655–662 (2010). https://doi.org/10.1007/s00170-009-2293-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00170-009-2293-3

Keywords