西华大学学报(自然科学版)
西華大學學報(自然科學版)
서화대학학보(자연과학판)
JOURNAL OF XIHUA UNIVERSITY(NATURAL SCIENCE EDITION)
2014年
2期
67-72
,共6页
来旭忠%王霜%何国修
來旭忠%王霜%何國脩
래욱충%왕상%하국수
PSO算法%联合收割机%数学建模%优化设计
PSO算法%聯閤收割機%數學建模%優化設計
PSO산법%연합수할궤%수학건모%우화설계
PSO algorithm%combine harvester%mathematical modeling%optimization design
为提高立式割台的传动效率,减小振动,以半喂入式联合收割机的割刀驱动机构传动性能最佳和机构整体质量最小为目标建立数学模型,采用改进PSO算法进行割刀驱动机构的多目标优化设计。利用MATLAB-PSO工具箱验证了算法及所建数学模型的准确性和可行性;利用VC++软件开发平台编制人机交互界面让操作者使用方便,数据显示直观。计算结果表明,在满足传动要求的情况下,最小传动角增加5.49%,机构尺寸减小23.07%。改进PSO算法多目标优化法能改善机构传动性能,减小机构尺寸,实现机构的性能优化和局部小型化。
為提高立式割檯的傳動效率,減小振動,以半餵入式聯閤收割機的割刀驅動機構傳動性能最佳和機構整體質量最小為目標建立數學模型,採用改進PSO算法進行割刀驅動機構的多目標優化設計。利用MATLAB-PSO工具箱驗證瞭算法及所建數學模型的準確性和可行性;利用VC++軟件開髮平檯編製人機交互界麵讓操作者使用方便,數據顯示直觀。計算結果錶明,在滿足傳動要求的情況下,最小傳動角增加5.49%,機構呎吋減小23.07%。改進PSO算法多目標優化法能改善機構傳動性能,減小機構呎吋,實現機構的性能優化和跼部小型化。
위제고입식할태적전동효솔,감소진동,이반위입식연합수할궤적할도구동궤구전동성능최가화궤구정체질량최소위목표건립수학모형,채용개진PSO산법진행할도구동궤구적다목표우화설계。이용MATLAB-PSO공구상험증료산법급소건수학모형적준학성화가행성;이용VC++연건개발평태편제인궤교호계면양조작자사용방편,수거현시직관。계산결과표명,재만족전동요구적정황하,최소전동각증가5.49%,궤구척촌감소23.07%。개진PSO산법다목표우화법능개선궤구전동성능,감소궤구척촌,실현궤구적성능우화화국부소형화。
In order to improve work efficiency and reduce vibration for vertical cutting table , a multi-objective optimization design based on an improved PSO algorithm for cutter drive mechanism of half-feeding combine harvester is performed in this paper .Mathe-matical model is established by taking the best drive performance and minimization of overall mechanism mass as two major goals .Ac-curacy and feasibility of the algorithm and mathematical model are verified by MATLAB-PSO toolbox.A user interface developed by VC++software development platform can display data intuitively and make operation convenient .Calculation results show that mini-mum transmission angle increases by 5.49%, and mechanism size decreases by 23.07%in the same situation to meet transmission re-quirement .Study indicates that multi-objective optimization based on improved PSO algorithm can improve performance and reduce the size of mechanism at the same time .