Integrated Chassis Control for Multi-Axle Vehicles: A Comprehensive Review

Authors

  • Megat Sharifuddin Megat Zakaria Faculty of Mechanical Technology and Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka, Malaysia
  • Amrik Singh Phuman Singh Faculty of Mechanical Technology and Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka, Malaysia
  • Mohd Shahrieel Mohd Aras Faculty of Electrical Technology and Engineering, Universiti Teknikal Malaysia Melaka, 76100 Durian Tunggal, Melaka, Malaysia

DOI:

https://doi.org/10.15282/ijame.21.3.2024.17.0900

Keywords:

Integrated chassis control, Optimal tyre force distribution, Ride comfort, Trajectory tracking, Vehicle stability

Abstract

Multi-axle vehicles (MAVs) are used to transport heavy loads, navigate challenging terrain, and perform specific tasks. However, designing vehicle control systems for such vehicles is challenging. MAVs, such as trucks, buses, military vehicles, and multi-purpose vehicles, require sophisticated control techniques to increase the stability and ride comfort of such vehicles. This paper provides a comprehensive review of standalone control systems and integrated control systems (ICSs) for the steering, driving/braking, and suspension systems of MAVs, with a particular focus on the optimal tyre force distribution (TFD) in ICSs for MAVs. It also discusses various objective functions and optimisation methods used for the TFD. The findings indicate that optimising TFD significantly improves the stability of MAVs. As such, future studies may consider examining optimising three-axis TFD for MAVs to further improve vehicle stability.

References

C. Rengaraj, Integration of Active Chassis Control Systems for Improved Vehicle Handling Performance, Dissertation, University of Sunderland, 2012.

M. Ahmed, M. El-Gindy, and H. Lang, “Path-following enhancement of an 8×8 combat vehicle using active rear axles steering strategies,” Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics,, vol. 235, no. 4, pp. 539–552, 2021.

X. Zeng, Y. Li, J. Zhou, D. Song, and X. Li, “Research on yaw stability control of multi-axle electric vehicle with in-wheel motors based on fuzzy sliding mode control,” SAE International Journal of Commercial Vehicles, vol. 15, no. 3, pp. 259–273, 2022.

Z. Zhang, X. Ma, C. Liu, and S. Wei, “Dual-steering mode based on direct yaw moment control for multi-wheel hub motor driven vehicles: Theoretical design and experimental assessment,” Defence Technology, vol. 18, no. 1, pp. 49–61, 2022.

J. Zhu, D. Zhao, S. Liu, Z. Zhang, G. Liu, and J. Chang, “Integrated control of spray system and active suspension systems based on model-assisted active disturbance rejection control algorithm,” Mathematics, vol. 10, no. 18, p. 3391, 2022.

M.W. Trikande, N.K. Karve, R. Anand Raj, V.V. Jagirdar, and R. Vasudevan, “Semi-active vibration control of an 8x8 armored wheeled platform,” Journal of Vibration and Control, vol. 24, no. 2, pp. 283-302, 2016.

L. Zhang, Y. Jiang, G. Chen, Y. Tang, S. Lu, and X. Gao, “Heading control of variable configuration unmanned ground vehicle using PID-type sliding mode control and steering control based on particle swarm optimisation,” Nonlinear Dynamics, vol. 111, no. 4, pp. 3361–3378, 2023.

H. Li, J. Li, J. Hu, J. Dong, Z. Hu, L. Xu et al., “Simulation and experiment of distributed drive hybrid multi-axle heavy-duty truck dynamics control algorithm,” in 2021 China Automation Congress, pp. 3497–3502, 2021.

P. D’Urso and M. El-Gindy, “Development of control strategies of a multi-wheeled combat vehicle,” International Journal of Automation and Control, vol. 12, no. 3, pp. 325–360, 2018.

G. Chen, Y. Jiang, Y. Tang, and X. Xu, “Pitch stability control of variable wheelbase 6WID unmanned ground vehicle considering tire slip energy loss and energy-saving suspension control,” Energy, vol. 264, p. 126262, 2023.

B. Li, G. Zheng, and Z. Wang, Attitude control of the vehicle with six in-wheel drive and adaptive hydro pneumatic suspensions, (No. 2019-01-0456). SAE Technical Paper, 2019.

H. Chen, M.D. Gong, D.X. Zhao, W.B. Liu, and G.Y. Jia, “Coordination control of multi-axis steering and active suspension system for high-mobility emergency rescue vehicles,” Mathematics, vol. 10, no. 19, p. 3562, 2022.

M.C. Liu, J. Huang, and M. Cao, “Handling stability improvement for a four-axle hybrid electric ground vehicle driven by in-wheel motors,” IEEE Access, vol. 6, pp. 2668–2682, 2018.

M. Omar and M. El-Gindy, Direct yaw control based on optimal longitudinal tire forces for 8× 8 combat vehicle, (No. 2021-01-0261). SAE Technical Paper, 2021.

H. Du, X. Zhu, Q. Liu, T. Ren, and Y. Wang, “Hierarchical coordinated control of multi-axle steering for heavy-duty vehicle based on tire lateral and longitudinal forces optimization,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 238, no. 9, pp. 2727-2740, 2023.

Q. Liu, H. Du, Y. Yu, H. Huang, Y. Wang, and J. Fang, “Research on active safety control for heavy multi-axle vehicles under steering system failure,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, p. 09544070231172136., 2023.

S.J. An, K. Yi, G. Jung, K.I. Lee, and Y.W. Kim, “Desired yaw rate and steering control method during cornering for a six-wheeled vehicle,” International Journal of Automotive Technology, vol. 9, no. 2, pp. 173–181, 2008.

D.E. Williams, “On the equivalent wheelbase of a three-axle vehicle,” Vehicle System Dynamics, vol. 49, no. 9, pp. 1521–1532, 2011.

Y. Zhang, A. Woo, B. Fidan, and A. Khajepour, “Adaptive yaw control of three-axle road vehicles based on mass, yaw inertia and CG position identification,” in The Canadian Society for Mechanical Engineering International Congress 2018, pp. 1–6, 2018.

Q. Qu and J. W. Zu, “On steering control of commercial three-axle vehicle,” Journal of Dynamic Systems, Measurement, and Control, vol. 130, no. 2, p. 021010, 2008.

J. Hu, J. Li, H. Li, J. Dong, Z. Hu, L. Xu et al., “Feedforward and feedback integrated control for handling characteristics adjustment of multi-axle heavy-duty vehicles using independent-drive electric wheels,” in Conference on Vehicular Control and Intelligence, pp. 1-6, 2021.

B.C. Chen, C.C. Yu and W.F. Hsu, “Steering control of six-wheeled vehicles using linear quadratic regulator techniques,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 221, no. 10, pp. 1231–1240, 2007.

K. Huh, K. Jhang, J. Oh, J. Kim and J. Hong, “Development of a simulation tool for the cornering performance analysis of 6WD/6WS vehicles,” KSME International Journal, vol. 13, no. 3, pp. 211–220, 1999.

J. Kang, W. Kim, J. Lee, and K. Yi, “Skid steering-based control of a robotic vehicle with six in-wheel drives,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 224, no. 11, pp. 1369–1391, 2010.

W.G. Kim, J.Y. Kang and K. Yi, “Drive control system design for stability and maneuverability of a 6WD/6WS vehicle,” International Journal of Automotive Technology, vol. 12, no. 1, pp. 67–74, 2011.

J. Nah, W. Kim, K. Yi, D. Lee and J. Lee, “Fault-tolerant driving control of a steer-by-wire system for six-wheel-driving six-wheel-steering vehicles,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 227, no. 4, pp. 506–520, 2013.

A. Soltani, A. Goodarzi, M.H. Shojaeefard and A. Khajepour, “Vehicle dynamics control using an active third-axle system,” Vehicle System Dynamics, vol. 52, no. 11, pp. 1541–1562, 2014.

S. Wang, J. Zhang and H. Li, “Steering performance simulation of three-axle vehicle with multi-axle dynamic steering,” 2008 IEEE Vehicle Power and Propulsion Conference, pp. 3–7, 2008.

D.E. Williams, “Handling benefits of steering a third axle,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 224, no. 12, pp. 1501–1511, 2010.

M. Yang, X. H. Gao, H. Wang and C. Wang, “Simulation analysis of multi-axle vehicle braking stability based on all-wheel active steering technology,” 2010 The 2nd International Conference on Industrial Mechatronics and Automation, vol. 1, pp. 366–369, 2010.

J. Dong, J. Li, Q. Gao, J. Hu, and Z. Liu, “Optimal coordinated control of active steering and direct yaw moment for distributed-driven electric vehicles,” Control Engineering Practice, vol. 134, p. 10586, 2023.

A. Jackson, D. Crolla, A. Woodhouse, and M. Parsons, Improving performance of a 6× 6 off-road vehicle through individual wheel control , (No. 2002-01-0968). SAE Technical Paper, 2002.

S.H. Kim, D.H. Kim, C.J. Kim, Y.R. Kim, J.Y. Choi, and C.S. Han, “A study on motion control of 6WD/6WS vehicle using optimum tire force distribution method,” International Conference on Control, Automation and Systems 2010, pp. 1502–1507, 2010.

X. Zeng, G. Li, G. Yin, D. Song, S. Li, and N. Yang, “Model predictive control-based dynamic coordinate strategy for hydraulic hub-motor auxiliary system of a heavy commercial vehicle,” Mechanical Systems and Signal Processing, vol. 101, pp. 97–120, 2018.

H. Zhang, H. Liang, X. Tao, Y. Ding, B. Yu, and R. Bai, “Driving force distribution and control for maneuverability and stability of a 6WD skid-steering EUGV with independent drive motors,” Applied Sciences, vol. 11, no. 3, pp. 1–21, 2021.

A. Soltani, A. Goodarzi, M.H. Shojaeefard, and A. Khajepour, “Vehicle dynamics control using an active third-axle system,” Vehicle System Dynamics, vol. 52, no. 11, pp. 1541–1562, 2014.

S.L. Cho, K.C. Yi, J.H. Lee, and W.S. Yoo, “Manoeuvring speed of a 6×6 autonomous vehicle using a database obtained from multi-body dynamic simulation,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 223, no. 8, pp. 979–985, 2009.

K. Huh, J. Kim, and J. Hong, “Handling and driving characteristics for six-wheeled vehicles,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 214, no. 2, pp. 159–170, 2000.

S.H. Kim, C.J. Kim, and C.S. Han, “Improvement of hill climbing ability for 6WD/6WS vehicle using optimum tire force distribution method,” Journal of the Korea Academia-Industrial cooperation Society, vol. 12, no. 4, pp. 1523–1531, 2011.

J. Nah, J. Seo, K. Yi, W. Kim, and J. Lee, “Friction circle estimation-based torque distribution control of six-wheeled independent driving vehicles for terrain-driving performance,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 229, no. 11, pp. 1469–1482, 2015.

Y. Ma, X. Li, and J. Zhi, “The Research of Torque distribute strategy for 6-wheel-independent-driving (6WID) electric vehicle,” 2014 IEEE Conference and Expo Transportation Electrification Asia-Pacific (ITEC Asia-Pacific), pp. 4–8, 2014.

W.G. Kim, K. Yi, and J. Lee, “An optimal traction, braking, and steering coordination strategy for stability and manoeuvrability of a six-wheel drive and six-wheel steer vehicle,” Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering, vol. 226, no. 1, pp. 3–22, 2012.

K. Oh, J. Seo, J. Kim, and K. Yi, “An investigation on steering optimisation for minimum turning radius of multi-axle crane based on MPC algorithm,” in International Conference on Control, Automation and Systems (ICCAS 2015), pp. 1974–1977, 2015.

W. Wang, J. Li, X. Li, Z. Li, and N. Guo, “Multi-objective collaborative control method for multi-axle distributed vehicle assisted driving,” Applied Sciences, vol. 13, no. 13, p. 7769, 2023.

Q. Wang, J. Goyal, B. Ayalew, and A. Singh, “Control allocation for multi-axle hub motor driven land vehicles with active steering,” in ASME Design Engineering Technical Conference, vol. 3, pp. 1–8, 2016.

C. Zhang, Y. Chen, Z. Wang, and C. Wang, “An optimal control allocation strategy for an eight in-wheel-motor drive electric vehicle,” in 43rd Annual Conference of the IEEE Industrial Electronics Society, pp. 109–114, 2017.

R. Zhang, C. Zhang, and M. Liu, “Handling characteristics of a four-axle electric vehicle,” in IEEE Transportation Electrification Conference and Expo, ITEC Asia-Pacific 2014, pp. 1–6, 2014.

H. Ragheb and M. El-Gindy, “Design of active yaw controller integrated with ABS and TCS for multi-wheeled vehicles,” International Journal of Vehicle Systems Modelling and Testing, vol. 13, no. 4, pp. 340–357, 2019.

L. Cai, Z. Liao, S. Wei, and J. Li, “Improvement of maneuverability and stability for eight wheel independently driven electric vehicles by direct yaw moment control,” 2021 24th International Conference on Electrical Machines and Systems, pp. 2482–2487, 2021.

K. Bayar and Y.S. Unlusoy, “Steering strategies for multi-axle vehicles,” International Journal of Heavy Vehicle Systems, vol. 15, no. 2–4, pp. 208–236, 2008.

Y. Chen, C.N. Zhang, and M. Zhang, “Control allocation based on all wheel control in the dynamic control of eight in-wheel motor drive vehicle,” in DEStech Transactions on Engineering and Technology Research, pp. 78–85, 2017.

V.V. Jagirdar, V.P. Maskar, and M.W. Trikande, “Steering strategy for a multi-axle wheeled vehicles,” in International Conference on Advances in Mechanical, Industrial, Automation and Management Systems, pp. 164–171, 2017.

W.G. Kim, K. Yi, and J. Lee, “Drive control algorithm for an independent 8 in-wheel motor drive vehicle,” Journal of Mechanical Science and Technology, vol. 25, no. 6, pp. 1573–1581, 2011.

C. Liu, G. Yang, and J. Li, “Dual-steering control strategy for 8-wheel vehicle driven by hub motor,” in IEEE Vehicle Power and Propulsion Conference, VPPC 2016, pp. 2–6, 2016.

M.C. Liu and C.N. Zhang, “Development of an optimal control system for longitudinal and lateral stability of an individual eight-wheel-drive electric vehicle,” International Journal of Vehicle Design, vol. 69, no. 1–4, pp. 132–150, 2015.

J. Ni and J. Hu, “Handling performance control for hybrid 8-wheel-drive vehicle and simulation verification,” Vehicle System Dynamics, vol. 54, no. 8, pp. 1098–1119, 2016.

K. Oh, J. Seo, and J.W. Han, “LQR-based adaptive steering control algorithm of multi-axle crane for improving driver’s steering efficiency and dynamic stability,” in International Conference on Control, Automation and Systems, pp. 792–796, 2016.

S. Ding, L. Liu, and W.X. Zheng, “Sliding mode direct yaw-moment control design for in-wheel electric vehicles,” IEEE Transactions on Industrial Electronics, vol. 64, no. 8, pp. 6752–6762, 2017.

Y. Sun and Z. Wu, “Study on steering mobility of multi-axle vehicles with independent braking system,” in IEEE International Conference on Mechatronics and Automation, pp. 2249–2254, 2018.

Q. Wang, B. Ayalew, and A. Singh, “Control allocation for multi-axle hub motor driven land vehicles,” SAE International Journal of Alternative Powertrains, vol. 5, no. 2, pp. 338–347, 2016.

L. Li, H. Wang, D. Pi, X. Wang, E. Wang, and Y. Chen, “Research on torque distribution control of high performance distribution drive multi-axle special vehicle,” in 2022 6th CAA International Conference on Vehicular Control and Intelligence, pp. 1-8, 2022.

V.V. Jagirdar, V.P. Maskar, and M.W. Trikande, “Handling simulation and experimentation of an armoured multi-axle vehicle with multi-axle steering,” in Innovative Design and Development Practices in Aerospace and Automotive Engineering. Lecture Notes in Mechanical Engineering, Springer Singapore, pp. 447–453, 2017.

K. Hudha, H. Jamaluddin, and P.M. Samin, “Disturbance rejection control of a light armoured vehicle using stability augmentation based active suspension system,” International Journal of Heavy Vehicle Systems, vol. 15, no. 2–4, pp. 152–169, 2008.

M.W. Trikande, V.V. Jagirdar, and M. Sujithkumar, “Modelling and comparison of semi-active control logics for suspension system of 8×8 armoured multi-role military vehicle,” Applied Mechanics and Materials, vol. 592–594, pp. 2165–2178, 2014.

Y. Zhao and C. Zhang, “Electronic stability control for improving stability for an eight in-wheel motor-independent drive electric vehicle,” Shock and Vibration, vol. 1, p. 8585670, 2019.

W. Zhifu, W. Yunzhao, G. Zhiqiang, and G. Jian, “Torque distribution control strategy based on dynamic axle load for 8 in-wheel motor drive vehicle,” in Energy Procedia, vol. 104, pp. 550–555, 2016.

M.C. Liu, C. Zhang, R. Zhang, and Z. Wang, “Research on steady and transient characteristics of 4-axle vehicle handling,” in IEEE Transportation Electrification Conference and Expo, ITEC Asia-Pacific 2014, pp. 1–6, 2014.

M.A.Ali, C. Kim, S. Kim, A.M. Khan, J. Iqbal, M.Z. Khalil et al., “Lateral acceleration potential field function control for rollover safety of multi-wheel military vehicle with in-wheel-motors,” International Journal of Control, Automation and Systems, vol. 15, no. 5, pp. 837–847, 2017.

W. Liu, H. He, F. Sun, and J. Lv, “Integrated chassis control for a three-axle electric bus with distributed driving motors and active rear steering system,” Vehicle System Dynamics, vol. 55, no. 5, pp. 601–625, 2017.

M.W. Trikande and V. Rajamohan, “MR damper characterization for implementation of semi-active suspension control,” Indian Journal of Science and Technology, vol. 9, no. 30, 2016.

R. Rajamani, Vehicle Dynamics and Control, 2nd ed. Minneapolis, 2006.

H. Dugoff, P.S. Fancher, and L. Segel, “Tire Performance Characteristics Affecting Vehicle Response to Steering and Braking Control Inputs,” Michigan, 1969.

H. Dugoff, P.S. Fancher, and L. Segel, “An analysis of tire traction properties and their influence on vehicle dynamic performance,” SAE Technical Paper 700377, pp. 1-25, 1970.

M. Doumiati, A. Charara, A. Victorino, and D. Lechner, Vehicle Dynamics Estimation using Kalman Filtering, John Wiley & Sons, 2012.

H. B. Pacejka and E. Bakker, “The Magic Formula Tyre Model,” Int. J. Veh. Mech. Mobil., vol. 21, no. S1, pp. 1–18, 1992.

Y. J. Chung, T. C. Lin, and T. Liu, “Analysis and Evaluation of 8x8 4-axle Vehicle with Assisted Steering System,” in IEEE, 2018, pp. 9–12.

Y. Zhang, A. Khajepour, and M. Ataei, “A universal and reconfigurable stability control methodology for articulated vehicles with any configurations,” IEEE Transactions on Vehicular Technology, vol. 69, no. 4, pp. 3748–3759, 2020.

L. Jin, D. Tian, Q. Zhang, and J. Wang, “Optimal torque distribution control of multi-axle electric vehicles with in-wheel motors based on DDPG algorithm,” Energies, vol. 13, no. 6, p. 1331, 2020.

H.B. Pacejka, Tire and Vehicle Dynamics, 3rd ed., Elsevier, 2012.

M. Ahmed, M. El-Gindy, and H. Lang, “A novel adaptive-rear axles steering controller for an 8×8 combat vehicle,” Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, vol. 1, no. 14, 2021.

T. Xu, X. Liu, Z. Li, B. Feng, X. Ji, and F. Wu, “A sliding mode control scheme for steering flexibility and stability in all-wheel-steering multi-axle vehicles,” International Journal of Control, Automation and Systems, vol. 21, no. 6, pp.1926-1938., 2023.

Y. Jiang, X. Xu, and L. Zhang, “Heading tracking of 6WID/4WIS unmanned ground vehicles with variable wheelbase based on model free adaptive control,” Mechanical Systems and Signal Processing, vol. 159, p. 107715, 2021.

S. Li, J. Zhao, S. Yang, and H. Fan, “Research on a coordinated cornering brake control of three‐axle heavy vehicles based on hardware-in-loop test,” IET Intelligent Transport Systems, vol. 13, no. 5, pp. 905–914, 2019.

Y. Lu, Y. Han, W. Huang, and Y. Wang, “Sliding mode control for overturning prevention and hardware-in-loop experiment of heavy-duty vehicles based on dynamical load transfer ratio prediction,” Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics, vol. 236, no. 1, pp. 68–83, 2022.

L. Zheng, Y. Lu, H. Li, and J. Zhang, “Anti-rollover control and HIL verification for an independently driven heavy vehicle based on improved LTR,” Machines, vol. 11, no. 1, p. 117, 2023.

Z. Liao, L. Cai, Q. Yang, and Y. Zhang, “Design of lateral dynamic control objectives for multi-wheeled distributed drive electric vehicles,” Engineering Science and Technology, an International Journal, vol. 50, p. 101629, 2024.

L. Cai, Z. Liao, S. Wei, and J. Li, “Novel direct yaw moment control of multi-wheel hub motor driven vehicles for improving mobility and stability,” IEEE Transactions on Industry Applications, vol. 59, no. 1, pp. 591–600, 2023.

Z. Shuai, C. Li, J. Gai, Z. Han, G. Zeng, and G. Zhou, “Coordinated motion and powertrain control of a series-parallel hybrid 8×8 vehicle with electric wheels,” Mechanical Systems and Signal Processing, vol. 120, pp. 560–583, 2019.

H. Li and V. Nguyen, “Improving ride comfort and road friendliness of heavy truck using semi-active suspension system,” Robotic Systems and Applications, vol. 3, no. 1, pp. 3-26, 2023.

S. Li, J. Zhao, and Z. Zhang, “Investigation on linear quadratic gaussian control of semi-active suspension for three-axle vehicle,” Journal of Low Frequency Noise, Vibration and Active Control, vol. 40, no. 3, pp. 1633–1648, 2021.

X. Bai, L. Lu, C. Zhang, and W. Geng, “Research on height adjustment characteristics of heavy vehicle active air suspension based on fuzzy control,” World Electric Vehicle Journal, vol. 14, no. 8, p. 210, 2023.

Y. Song, H. Shu, X. Chen, and S. Luo, “Direct yaw moment control of four-wheel-drive electrical vehicle based on lateral tyre-road forces and sideslip angle observer,” IET Intelligent Transport Systems, vol. 13, no. 2, pp. 303–312, 2018.

H. Li, J. Li, J. Hu, B. Cai, L. Xu, and M. Ouyang, “Hardware-in-the-loop simulation of electronic differential moment power steering control strategy for multi-axle vehicle,” 2019 3rd Conference on Vehicle Control and Intelligence, pp. 1–4, 2019.

Z. Zhang, C. Liu, X. Ma, Y. Zhang, and L. Chen, “Driving force coordinated control of an 8×8 in-wheel motor drive vehicle with tire-road friction coefficient identification,” Defence Technology., vol. 18, no. 1, pp. 119–132, 2020.

Y.K. Chen, J. He, M. King, Z.X. Feng, and W.H. Zhang, “Comparison of two suspension control strategies for multi-axle heavy truck,” Journal of Central South University, vol. 20, no. 2, pp. 550–562, 2013.

S.H. Ha, M.S. Seong, and S.B. Choi, “Design and vibration control of military vehicle suspension system using magnetorheological damper and disc spring,” Smart Materials and Structures, vol. 22, no. 6, p. 0565006, 2013.

B. Gong, X. Guo, S. Hu, and L. Xu, “Ride comfort optimization of a multi-axle heavy motorized wheel dump truck based on virtual and real prototype experiment integrated kriging model,” Advances in Mechanical Engineering, vol. 7, no. 6, p.1687814015584257, 2015.

K. Kwon, M. Seo, H. Kim, T.H. Lee, J. Lee, and S. Min, “Multi-objective optimisation of hydro-pneumatic suspension with gas–oil emulsion for heavy-duty vehicles,” Vehicle System Dynamics, vol. 58, no. 7, pp. 1146–1165, 2020.

W.H. Wang, X.J. Xu, H.J. Xu, and F.L. Zhou, “Enhancing lateral dynamic performance of all-terrain vehicles using variable-wheelbase chassis,” Advances in Mechanical Engineering, vol. 12, no. 5, p. 1687814020917776, 2020.

B. Zhang, C. Zong, G. Chen, Y. Huang, and T. Xu, “A novel integrated stability control based on differential braking and active steering for four-axle trucks,” Chinese Journal of Mechanical Engineering, vol. 32, no. 12, pp. 1–21, 2019.

S. Tan, Y. Wang, W. Cheng, T. Luo, N. Zhang, S. Li et al., “Cascade direct yaw moment control for an independent eight in-wheel motor-driven autonomous vehicle,” Electronics, vol. 11, no. 18, p. 2930, 2022.

T. Luo, B. Su, N. Zhang, and S. Tan, “A control allocation strategy of multi-axle unmanned distributed drive vehicle,” in Conference on Artificial Intelligence and Computer Engineering, pp. 674–679, 2021.

D. Zhao, M. Gong, D. Zhao, W. Liu, and W. Chen, “Active suspension and steering system control of emergency rescue vehicle based on sliding mode dual robust coordination control,” Advances in Mechanical Engineering, vol. 16, no. 6, p. 16878132241259720, 2024.

Y. Jiang, X. Xu, L. Zhang, and T. Zou, “Model free predictive path tracking control of variable-configuration unmanned ground vehicle,” ISA Transactions, vol. 129, pp. 485–494, 2022.

L. Zhang, H. Ding, K. Guo, J. Zhang, W. Pan, and Z. Jiang, “Cooperative chassis control system of electric vehicles for agility and stability improvements,” IET Intelligent Transport Systems, vol. 13, no. 1, pp. 134–140, 2019.

J. Nah and S. Yim, “Vehicle stability control with four-wheel independent braking, drive and steering on in-wheel motor-driven electric vehicles,” Electronics, vol. 9, no. 11, p. 1934, 2020.

A.S.P. Singh and O. Nishihara, “Minimum resultant vehicle force optimal state feedback control for obstacle avoidance,” IEEE Transactions on Control Systems Technology, vol. 28, no. 5, pp. 1846–1861, 2020.

O. Mokhiamar and M. Abe, “Effect of an optimum cooperative chassis control from the view point of tire workload,” Society of Automotive Engineers of Japan, vol. 33, no. 3, pp. 15–20, 2003.

M. Abe and O. Mokhiamar, “An integration of vehicle motion controls for full drive-by-wire vehicle,” Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics, vol. 221, no. 1, pp. 117–127, 2007.

O. Mokhiamar and M. Abe, “Simultaneous optimal distribution of lateral and longitudinal tire forces for the model following control,” Journal of Dynamic Systems, Measurement, and Control, vol. 126, no. 4, pp. 753–763, 2004.

O. Nishihara, “Comparison of optimisation schemes for tire force distribution in integrated chassis control,” 12th International Symposium on Advanced Vehicle Control, pp. 409–414, 2014.

O. Nishihara and S. Higashino, “Exact solution to four-wheel independent driving/ braking force distribution and direct yaw-moment optimization with minimax criterion of tire workload,” 11th International Symposium on Advanced Vehicle Control, vol. 12, no. 1, pp. 1–6, 2012.

E. Ono, Y. Hattori, Y. Muragishi, and K. Koibuchi, “Vehicle dynamics integrated control for four-wheel-distributed steering and four-wheel-distributed traction/ braking systems,” Vehicle System Dynamics, vol. 44, no. 2, pp. 139–151, 2006.

H. Park and J. C. Gerdes, “Optimal tire force allocation for trajectory tracking with an over-actuated vehicle,” 2015 IEEE Intelligent Vehicles Symposium (IV), pp. 1032–1037, 2015.

D.H. Kim, C.J. Kim, Y.R. Kim, and C.S. Han, “A study on an independent 6WD/6WS of electric vehicle using optimum tire force distribution (Korean version),” Journal of Institute of Control, Robotics and Systems, vol. 16, no. 7, pp. 632–638, 2010.

M. Abe, Vehicle Handling Dynamics Theory and Application, 2nd ed. Oxford, 2015.

A. Alleyne, “A comparison of alternative obstacle avoidance strategies for vehicle control,” Vehicle System Dynamics, vol. 27, no. 5–6, pp. 371–392, 1997.

L. Zhang, Z. Zhang, Z. Wang, J. Deng, and D. G. Dorrell, “Chassis coordinated control for full x-by-wire vehicles-A review,” Chinese Journal of Mechanical Engineering, vol. 34, no. 42, pp. 1–25, 2021.

O. Nishihara and S. Higashino, “Optimum distribution of lateral and traction/ braking forces for energy conservation,” 7th International Federation of Automatic Control Symposium on Advances in Automotive Control, vol. 46, no. 21, pp. 631–636, 2013.

S. Horiuchi, K. Okada, and S. Nohtomi, “Optimum steering and braking control strategies in obstacle avoidance maneuvers,” 7th International Symposium on Advanced Vehicle Control AVEC04, pp. 619–624, 2004.

M. Grant and S. Boyd, CVX: Matlab Software for Disciplined Convex Programming | CVX Research, Inc. Version 2.1, 2014.

J.S. Arora, Introduction to Optimum Design, 3rd ed. Iowa City: Elsevier Ltd., 2012.

H. Sasaki and M. Abe, “Behavior analysis of skid steer control vehicles,” International Federation of Automatic Control Proceedings Volumes, vol. 37, no. 22, pp. 709–714, 2004.

Y. Suzuki, Y. Kano, and M. Abe, “A study on tyre force distribution controls for full drive-by-wire electric vehicle,” Vehicle System Dynamics, vol. 52, no. Sup.1, pp. 235–250, 2014.

M. Omar and M. El Gindy, “Vehicle yaw stability control: Literature review,” International Journal of Vehicle Systems Modelling and Testing, vol. 16, no. 4, p. 259, 2022.

E. Ono, Y. Hattori, and S. Monzaki, “Improvement in critical performance of vehicle dynamics integrated control by optimal distribution of four wheel tire forces (Japanese),” Transactions-Society of Automotive Engineers of Japan, vol. 39, no. 2, pp. 33–38, 2008.

Y. Luo, K. Cao, Y. Xiang, and K. Li, “Vehicle stability and attitude improvement through the coordinated control of longitudinal, lateral, and vertical tyre forces for electric vehicles,” International Journal of Vehicle Design, vol. 69, pp. 25–49, 2015.

O. Nishihara and K. Sono, “Reduction of tire workload with distribution of normal loads on wheels,” in The Proceedings of Mechanical Engineering Congress, Japan, p. G1000502, 2015.

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Published

2024-09-20

How to Cite

[1]
M. S. M. Zakaria, A. S. P. Singh, and M. S. M. Aras, “Integrated Chassis Control for Multi-Axle Vehicles: A Comprehensive Review”, Int. J. Automot. Mech. Eng., vol. 21, no. 3, pp. 11663–11681, Sep. 2024.