Author:
Zhang Shuai,Wei Weizhen,Chen Xiaoliang,Xu Liyou,Cao Yuntao
Abstract
The combination of characteristic parameters is the key and difficult point to improving the vibration attenuation of scissor seat suspension. This paper proposes a multi-objective optimization method based on entropy weight gray correlation to optimize the combination of characteristic parameters with better vibration attenuation. The differential equation of seat suspension motion is derived through mechanical analysis, and a simplified driver seat suspension single degree of freedom model is constructed. The range of spring stiffness and damper damping is calculated theoretically. Through main effect analysis and analysis of contribution, the main influencing factors of seat suspension vibration attenuation are studied, and the influence correlation of the main factors is analyzed. On this basis, the spring stiffness and damper damping are taken as control variables, and the upper plane acceleration, displacement, and transfer rate of the seat suspension are taken as optimization objectives. The Optimal Latin Hypercube Sampling (OLHS) was used to sample the Design of Experiments (DoE), fit the RBF surrogate model, and screen the optimal solution based on the MNSGA-II algorithm and entropy weight gray relation ranking method. The comparative analysis of the performance before and after optimization shows that the vibration reduction performance response indexes of the acceleration, displacement, and transmissibility of the optimized seats are increased by 66.41%, 2.31%, and 8.19%, respectively. The design and optimization method proposed in this study has a significant effect on the vibration reduction of seats, which provides a reference for the optimization of the vibration reduction performance of seat suspension.
Subject
Plant Science,Agronomy and Crop Science,Food Science
Reference45 articles.
1. Agricultural Mechanization in Bangladesh: Status and Challenges towards Achieving the Sustainable Development Goals (SDGs);Rahman;Ama-Agric. Mech. Asia Afr. Lat. Am.,2020
2. Chen, Y.C., Chen, L.W., and Chang, M.Y. (2022). A Design of an Unmanned Electric Tractor Platform. Agriculture, 12.
3. Mechanization in land preparation and agricultural intensification: The case of ricefrmng in the Cote d’Ivoire;Mano;Agric. Econ.,2020
4. Brunetti, J., D’Ambrogio, W., and Fregolent, A. (2021). Analysis of the Vibrations of Operators’ Seats in Agricultural Machinery Using Dynamic Substructuring. Appl. Sci., 11.
5. Analysis on Whole-Body Vibration of 100 kW Class Agricultural Tractor Operator for Evaluating Ride Comfort;Han;J. Agric. Life Sci.,2022
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