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Hybrid Fuzzy-PID Control Development for a Truck Air Suspension System

Journal Article
02-13-01-0004
ISSN: 1946-391X, e-ISSN: 1946-3928
Published May 11, 2020 by SAE International in United States
Hybrid Fuzzy-PID Control Development for a Truck Air Suspension System
Citation: Nazemian, H. and Masih-Tehrani, M., "Hybrid Fuzzy-PID Control Development for a Truck Air Suspension System," SAE Int. J. Commer. Veh. 13(1):55-69, 2020, https://doi.org/10.4271/02-13-01-0004.
Language: English

References

  1. Hibbard , R. and Karnopp , D. Twenty First Century Transportation System Solutions - A New Type of Small, Relatively Tall and Narrow Active Tilting Commuter Vehicle Veh. Syst. Dyn. 25 5 321 347 1996
  2. Polach , P. and Hajžman , M. Design of Characteristics of Air-Pressure-Controlled Hydraulic Shock Absorbers in an Intercity Bus Multibody Syst. Dyn. 19 1-2 73 90 2008
  3. Ataei , M. , Khajepour , A. , and Jeon , S. A General Rollover Index for Ttripped and Un-tripped Rollovers on Flat and Sloped Roads Proc. Inst. Mech. Eng. Part D: J. Automob. Eng. 233 2 304 316 2019
  4. Sun , X. , Cai , Y. , Wang , S. , Liu , Y. et al. A Hybrid Approach to Modeling and Control of Vehicle Height for Electronically Controlled Air Suspension Chinese J. Mech. Eng. 29 1 152 162 2016
  5. Huang , T. , Chen , G. , Zong , C. , and Zhou , T. Research on Vehicle Height Adjustment Control of Electronically Controlled Air Suspension SAE Technical Paper 2015-01-2750 2015 https://doi.org/10.4271/2015-01-2750
  6. Sun , X.Q. , Cai , Y.F. , Yuan , C.C. , Wang , S.H. et al. Fuzzy Sliding Mode Control for the Vehicle Height and Leveling Adjustment System of an Electronic Air Suspension Chinese J. Mech. Eng. 31 1 1 13 2018
  7. Ryu , Y.I. , Kang , D.O. , Heo , S.J. , and In , J.H. Rollover Mitigation for a Heavy Commercial Vehicle Int. J. Automot. Technol. 11 2 283 287 2010
  8. Gillespie , T.D. Fundamentals of Vehicle Dynamics 400 Warrendale, PA Society of Automotive Engineers 1992 9780768023336
  9. Liu , P.J. , Rakheja , S. , and Ahmed , A.K.W. Detection of Dynamic Roll Instability of Heavy Vehicles for Open-Loop Rollover Control SAE Technical Paper 973263 1997 https://doi.org/10.4271/973263
  10. Muratori , M. , Holden , J. , Lammert , M. , Duran , A. et al. Potentials for Platooning in U.S. Highway Freight Transport SAE Int. J. Commer. Veh. 10 1 45 49 2017 https://doi.org/10.4271/2017-01-0086
  11. Vu , V.T. , Sename , O. , Dugard , L. , and Gáspár , P. Enhancing Roll Stability of Heavy Vehicle by LQR Active Anti-Roll Bar Control Using Electronic Servo-Valve Hydraulic Actuators Veh. Syst. Dyn. 55 9 1405 1429 2017
  12. Cheng , Y.-C. , Chen , C.-H. , and Hsu , C.-T. Derailment and Dynamic Analysis of Tilting Railway Vehicles Moving over Irregular Tracks under Environment Forces Int. J. Struct. Stab. Dyn. 17 9 1750098 2017
  13. Kim , H. and Lee , H. Height and Leveling Control of Automotive Air Suspension System Using Sliding Mode Approach IEEE Trans. Veh. Technol. 60 5 2027 2041 2011
  14. Zhao , J. , Wong , P.K. , Xie , Z. , Wei , C. et al. Integrated Variable Speed-Fuzzy PWM Control for Ride Height Adjustment of Active Air Suspension Systems Proceedings of the American Control Conference 2015 5700 5705 2015
  15. Zepeng , G. , Jinrui , N. , Lian , L. , and Xiaolin , X. Research on Air Suspension Control System Based on Fuzzy Control Energy Procedia 105 2653 2659 2017
  16. Ma , X. , Wong , P.K. , Zhao , J. , Zhong , J.H. et al. Design and Testing of a Nonlinear Model Predictive Controller for Ride Height Control of Automotive Semi-Active Air Suspension Systems IEEE Access 6 63777 63793 2018
  17. Wang , M. , Chen , S. , and Zhao , Y. Investigation on Vehicle Height Control Algorithm based on UKF Observer 2016 IEEE International Conference on Mechatronics and Automation Harbin, China 2016 822 827
  18. Hou , Y. , Chen , Y. , and Ahmadian , M. A Simulation-Based Study on the Improvement of Semi-Truck Roll Stability in Roundabouts SAE Technical Paper 2016-01-8038 2016 https://doi.org/10.4271/2016-01-8038
  19. Chen , Y. , Ahmadian , M. , and Peterson , A. Pneumatically Balanced Heavy Truck Air Suspensions for Improved Roll Stability SAE Technical Paper 2015-01-2749 2015 https://doi.org/10.4271/2015-01-2749
  20. Masih-Tehrani , M. and Ebrahimi-Nejad , S. Hybrid Genetic Algorithm and Linear Programming for Bulldozer Emissions and Fuel-Consumption Management Using Continuously Variable Transmission J. Constr. Eng. Manag. 144 7 July 2018
  21. Chen , Y. , Peterson , A.W. , and Ahmadian , M. Achieving Anti-Roll Bar Effect through Air Management in Commercial Vehicle Pneumatic Suspensions Veh. Syst. Dyn. 57 12 1775 1794 2019
  22. Tang , G. , Zhao , H. , Wu , J. , and Zhang , Y. Optimization of Braking Force Distribution for Three-Axle Truck SAE Technical Paper 2013-01-0414 2013 https://doi.org/10.4271/2013-01-0414
  23. Zhu , T. , Zong , C. , Zheng , H. , Tian , C. et al. Yaw/Roll Stability Modeling and Control of Heavy Tractor-Semitrailer SAE Technical Paper 2007-01-3574 2007 https://doi.org/10.4271/2007-01-3574
  24. Stewart , J.B. and Law , E.H. Investigation of Rollover, Lateral Handling, and Obstacle Avoidance Maneuvers of Tactical Vehicles SAE Technical Paper 2006-01-3569 2006 https://doi.org/10.4271/2006-01-3569
  25. Karimi Eskandary , P. , Khajepour , A. , Wong , A. , and Ansari , M. Analysis and Optimization of Air Suspension System with Independent Height and Stiffness Tuning Int. J. Automot. Technol. 17 5 807 816 2016
  26. Li , Z. , Huang , J. , Jiang , H. , and Xue , H. Game Control of Multi-agent Damper System for Laterally Interconnected Air Suspension J. Appl. Sci. Eng. 21 2 241 252 2018
  27. Wong , J.Y. Theory of Ground Vehicles Hoboken, NJ John Wiley & Sons 2008
  28. Joshi , D. , Deb , A. , and Chou , C. A Study on Combined Effects of Road Roughness, Vehicle Velocity and Sitting Occupancies on Multi-Occupant Vehicle Ride Comfort Assessment SAE Technical Paper 2017-01-0409 2017 https://doi.org/10.4271/2017-01-0409
  29. Qin , Y. , Yuan , K. , Huang , Y. , Tang , X. et al. Road Classification Based on System Response with Consideration of Tire Enveloping SAE Technical Paper 2018-01-0550 2018 https://doi.org/10.4271/2018-01-0550
  30. Hussain , N. , Jaikumar , V. , and Abraham , M. Improving the Performance of Buck Converter PID Controller Using Genetic Algorithm SAE Technical Paper 2013-01-2874 2013 https://doi.org/10.4271/2013-01-2874
  31. Jeong , K. and Choi , S. Vehicle Suspension Relative Velocity Estimation Using a Single 6-D IMU Sensor IEEE Trans. Veh. Technol. 68 8 7309 7318 2019
  32. Boada , B.L. , Boada , M.J.L. , and Zhang , H. Sensor Fusion Based on a Dual Kalman Filter for Estimation of Road Irregularities and Vehicle Mass under Static and Dynamic Conditions IEEE/ASME Trans. Mechatronics 24 3 1075 1086 2019

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