Transmission device is a requisite part of the design of steering gear structure, the design process mainly aimed at transmission accuracy and structural stress characteristics and other objectives to optimize. In the traditional ways, the single objective optimization method does not have practical application value. Multi-objective optimization algorithm can be effectively applied to the structural design of steering gear by relying on its efficient and accurate search performance and convenient implementation method. In this paper, a new multi-level and multi-objective particle swarm optimization algorithm (MLMOPSO) is proposed, which adds boundary conditions to the hierarchical design model and performs multi-objective particle swarm optimization. The simulation results represent that compared with the traditional optimization algorithm, MLMOPSO has better optimization effect on linkage mechanism optimization. The optimization results have higher reference value in actual design and can be effectively applied to other engineering optimization problems, with strong robustness and generalization.
A Design Method of Steering Gear Transmission Mechanism Based on Multi-objective Particle Swarm Optimization
Lect. Notes Electrical Eng.
International Conference on Autonomous Unmanned Systems ; 2021 ; Changsha, China September 24, 2021 - September 26, 2021
Proceedings of 2021 International Conference on Autonomous Unmanned Systems (ICAUS 2021) ; Kapitel : 201 ; 2037-2046
2022-03-18
10 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch
Electric Vehicle Transmission Gear Ratio Optimization Based on Particle Swarm Optimization
Trans Tech Publications | 2012
|Optimization Design of Gear Train Based on Particle Swarm Optimization Algorithm
Tema Archiv | 2013
|Particle Swarm Optimization for Muli-Objective Collaborative Multidisciplinary Design Optimization
British Library Conference Proceedings | 2010
|