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Tire-Road Separation Time Reduction by an Adaptive PID Controller Utilizing Particle Swarm Optimization Algorithm

Nguyen, Q.D. and Milani, S. and Marzbani, H. and Jazar, R.N. (2021) Tire-Road Separation Time Reduction by an Adaptive PID Controller Utilizing Particle Swarm Optimization Algorithm. SAE International Journal of Commercial Vehicles, 14 (4). ISSN 1946391X

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Abstract

The article examines quarter-car dynamics with the possible separation of its tire from the road. A set of nondimensionalized differential equations has been proposed to minimize the involved parameters. Time and frequency response investigation of the system has been analyzed insightfully considering tire-road separation. To measure the separation of the tire, a time fraction index is defined, indicating the fraction of separation time in a cycle at steady-state conditions. Minimizing the index is assumed as the objective of the optimized system. An actuator is applied to the vehicle suspension in parallel with the mainspring and damper of the suspension. Particle Swarm Optimization (PSO) is used to properly tune a Proportional-Integral-Derivative (PID) controller for the active suspension system excited by a harmonic excitation. To verify the effectiveness of the control proposed, the controlled result compared with a passive suspension system illustrates the design, achieving a more comfortable ride with a significant decrease of the separation time. ©

Item Type: Article
Divisions: Faculties > Faculty of Control Engineering
Identification Number: 10.4271/02-14-04-0033
Uncontrolled Keywords: Active suspension systems; Automobile suspensions; Differential equations; Frequency response; Particle swarm optimization (PSO); Proportional control systems; Roads and streets; Separation; Suspensions (fluids); Three term control systems; Tires; Two term control systems; Adaptive PID controller; Harmonic excitation; Optimized system; Particle swarm optimization algorithm; Passive suspension system; Proportional integral derivative controllers; Steady-state condition; Time and frequency response; Suspensions (components)
Additional Information: Language of original document: English.
URI: http://eprints.lqdtu.edu.vn/id/eprint/8653

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