2022
DOI: 10.3390/en15113916
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Vibration Suppression of Hub Motor-Air Suspension Vehicle

Abstract: Aiming at the negative vibration effect caused by the increased unsprung mass of the hub motor-air suspension (HM-AS) vehicle and the unbalanced magnetic force (UMF) of the hub motor, a linear quadratic regulator (LQR) air suspension control strategy based on a genetic algorithm is proposed. Considering the coupling effect of road surface excitation and UMF, the model of the HM-AS vehicle is established. Then, according to optimal control theory and the genetic algorithm, the LQR controller is designed to supp… Show more

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Cited by 3 publications
(2 citation statements)
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“…In recent years, extensive research has been conducted by numerous scholars in the field of novel intelligent optimization algorithms. These algorithms include Particle Swarm Optimization (PSO), [19][20][21] Artificial Bee Colony Algorithm (ABCA), 22,23 Cuckoo Search Algorithm (CSA), 24,25 Genetic Algorithm (GA), 26,27 Differential Evolution (DE) Algorithm, 28,29 Dragon-Fly Algorithm (DFA), 30,31 Grey-Wolf Optimization (GWO), 32 etc. The ABCA operates using forager bees, onlooker bees, and scout bees.…”
Section: Introductionmentioning
confidence: 99%
“…In recent years, extensive research has been conducted by numerous scholars in the field of novel intelligent optimization algorithms. These algorithms include Particle Swarm Optimization (PSO), [19][20][21] Artificial Bee Colony Algorithm (ABCA), 22,23 Cuckoo Search Algorithm (CSA), 24,25 Genetic Algorithm (GA), 26,27 Differential Evolution (DE) Algorithm, 28,29 Dragon-Fly Algorithm (DFA), 30,31 Grey-Wolf Optimization (GWO), 32 etc. The ABCA operates using forager bees, onlooker bees, and scout bees.…”
Section: Introductionmentioning
confidence: 99%
“…In the process of operation, vibration inevitably occurs in the welding robot system due to multi-source excitation such as the motor drive and welding gun impact vibration. The vibration level of the welding robot directly affects the welding quality [5], and the suppression of resonance has become an important research direction [6][7][8]. Therefore, controlling the suppression resonance is an important consideration in the design and development of welding robots [9,10].…”
Section: Introductionmentioning
confidence: 99%