Skip to main content

Magnetorheological Damper Control for Semi-active Suspension System Using Skyhook-Differential Evolution

  • Conference paper
  • First Online:
Recent Trends in Mechatronics Towards Industry 4.0

Abstract

Magnetorheological (MR) damper is an effective semi-active vibration actuator which can produce controllable damping force by supplying proper voltage or electrical current as an input. By altering the input, the behaviour of MR fluid will change accordingly from free flow to semi-solid state. A semi-active suspension system consists of MR damper combines the advantages of both passive and active suspensions which is more economical, safe, mechanical simplicity and does not required a large power supply. Therefore, a lot of continuous efforts have been done to develop a vehicle suspension system incorporating with MR damper to reduce the vibration and road disturbance in order to provide a good ride comfort to driver and passenger. This study intends to investigate the performance of quarter car model in terms of body acceleration and body displacement adopted by the Skyhook-Differential Equation controller. Simulation and experimental validation data of MR damper model tests show that the modified Bouc-wen model can be used to represent the MR damper as the model is more accurately predicts the behaviour of the MR damper compared to other parametric models. Skyhook controller utilizing by Differential Evolution (DE) is used in order to optimize the system and its performance is improved with up to 63.04% as compared to the other controller responses.

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 149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 279.99
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

References

  1. Kolekar S, Venkatesh K (2019) Experimental investigation of damping effect in semi-active magnetorheological fluid sandwich beam under non-homogeneous magnetic field. J Vibr Eng Technol 7(2):107–116

    Article  Google Scholar 

  2. Cruze D, Hemalatha G, Jebadurai SVS, Sarala L, Tensing D, Christy SJE (2018) A review on the magnetorheological fluid, damper and its applications for seismic mitigation. Civ Eng J 4(12):3058–3074

    Article  Google Scholar 

  3. Moradi Narbin M, Mirzaei M, Aghasizade S (2018) Identification of a new non-linear model for MR damper and its application in control of vehicle semi-active suspension system. J Nonlinear Syst Electr Eng 4(1):4–25

    Google Scholar 

  4. Yu S, Zhang J, Xu F, Chen H (2019) ℋ∞ control of semi-active MR damper suspensions. In: 2019 12th Asian control conference (ASCC), pp 337–342. IEEE

    Google Scholar 

  5. Mohammadi RK, Haghighipour F (2017) Implementation of uniform deformation theory in semi-active control of structures using fuzzy controller. Smart Struct Syst 19(4):351–360

    Article  Google Scholar 

  6. Kumar G, Kumar A, Jakka RS (2018) An adaptive LQR controller based on PSO and maximum predominant frequency approach for semi-active control scheme using MR damper. Mech Ind 19(1):109

    Article  Google Scholar 

  7. Liu C, Chen L, Yang X, Zhang X, Yang Y (2019) General theory of skyhook control and its application to semi-active suspension control strategy design. IEEE Access 7:101552–101560

    Article  Google Scholar 

  8. Jurkiewicz A, Kowal J, Zając K (2017) Sky-hook control and Kalman filtering in nonlinear model of tracked vehicle suspension system. Acta Mech et Automatica 11(3):222–228

    Article  Google Scholar 

  9. Zhang H, Liu J, Wang E, Rakheja S, Su CY (2018) Nonlinear dynamic analysis of a skyhook-based semi-active suspension system with magneto-rheological damper. IEEE Trans Veh Technol 67(11):10446–10456

    Article  Google Scholar 

  10. Ab Talib MH, Darus IZM, Samin PM (2019) Fuzzy logic with a novel advanced firefly algorithm and sensitivity analysis for semi-active suspension system using magneto-rheological damper. J Ambient Intell Humaniz Comput 10(8):3263–3278

    Article  Google Scholar 

  11. Priyadarshi N, Azam F, Sharma A, Bhoi AK, Kumar MA (2018) Particle swarm optimization based fuzzy logic control for photovoltaic system. Int J Eng Technol 7(3.24):491–496

    Google Scholar 

  12. Moharam A, El-Hosseini MA, Ali HA (2016) Design of optimal PID controller using hybrid differential evolution and particle swarm optimization with an aging leader and challengers. Appl Soft Comput 38:727–737

    Article  Google Scholar 

  13. Ajithapriyadarsini S, Mary PM, Iruthayarajan MW (2019) Automatic generation control of a multi-area power system with renewable energy source under deregulated environment: adaptive fuzzy logic-based differential evolution (DE) algorithm. Soft Comput 23(22):12087–12101

    Article  Google Scholar 

  14. Kwok NM, Ha QP, Nguyen MT, Li J, Samali B (2007) Bouc-Wen model parameter identification for a MR fluid damper using computationally efficient GA. ISA Trans 46(2):167–179

    Article  Google Scholar 

  15. Karnopp D, Crosby MJ, Harwood RA (1974) Vibration control using semi-active force generators, pp 619–626

    Google Scholar 

  16. Storn R, Price K (1997) Differential evolution—a simple and efficient heuristic for global optimization over continuous spaces. J Glob Optim 11:341–359

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgements

The authors would like to express their gratitude to Minister of Education Malaysia (MOE) and Universiti Teknologi Malaysia (UTM) for funding and providing facilities to conduct this research. This research is supported by UTM Research University grant, Vote No. 4B447.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mat Hussin Ab Talib .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Ab Talib, M. et al. (2022). Magnetorheological Damper Control for Semi-active Suspension System Using Skyhook-Differential Evolution. In: Ab. Nasir, A.F., Ibrahim, A.N., Ishak, I., Mat Yahya, N., Zakaria, M.A., P. P. Abdul Majeed, A. (eds) Recent Trends in Mechatronics Towards Industry 4.0. Lecture Notes in Electrical Engineering, vol 730. Springer, Singapore. https://doi.org/10.1007/978-981-33-4597-3_16

Download citation

Publish with us

Policies and ethics