基于遗传算法的液压集成块智能设计

Bi Yongmin, Zeng Jianbin, Chen Qifan, L. Mengru
{"title":"基于遗传算法的液压集成块智能设计","authors":"Bi Yongmin, Zeng Jianbin, Chen Qifan, L. Mengru","doi":"10.1109/ICACMVE.2019.00012","DOIUrl":null,"url":null,"abstract":"The problem about how to arrange the valve block and how to connect the hole for the hydraulic manifold block has the characteristics of high complexity and strong coupling, which is the key to the hydraulic manifold block design. In this article, a genetic algorithm is designed to quickly find the global optimal solution of the problem. The basic mathematical models of the hydraulic manifold block are established, including the minimum wall thickness check model, the shape interference check model and the connection model of holes. In order to process constraints, a concept of taboos is defined. The fitness function of the genetic algorithm is calculated based on the mathematical models and the taboo value. The feasibility of the genetic algorithm is evaluated by designing a hydraulic manifold block of the left front leg of the spider-type aerial work vehicle.","PeriodicalId":375616,"journal":{"name":"2019 International Conference on Advances in Construction Machinery and Vehicle Engineering (ICACMVE)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Intelligent Design of Hydraulic Manifold Block Based on Genetic Algorithm\",\"authors\":\"Bi Yongmin, Zeng Jianbin, Chen Qifan, L. Mengru\",\"doi\":\"10.1109/ICACMVE.2019.00012\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The problem about how to arrange the valve block and how to connect the hole for the hydraulic manifold block has the characteristics of high complexity and strong coupling, which is the key to the hydraulic manifold block design. In this article, a genetic algorithm is designed to quickly find the global optimal solution of the problem. The basic mathematical models of the hydraulic manifold block are established, including the minimum wall thickness check model, the shape interference check model and the connection model of holes. In order to process constraints, a concept of taboos is defined. The fitness function of the genetic algorithm is calculated based on the mathematical models and the taboo value. The feasibility of the genetic algorithm is evaluated by designing a hydraulic manifold block of the left front leg of the spider-type aerial work vehicle.\",\"PeriodicalId\":375616,\"journal\":{\"name\":\"2019 International Conference on Advances in Construction Machinery and Vehicle Engineering (ICACMVE)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Advances in Construction Machinery and Vehicle Engineering (ICACMVE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICACMVE.2019.00012\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Advances in Construction Machinery and Vehicle Engineering (ICACMVE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICACMVE.2019.00012","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

液压集成块的阀块布置和孔的连接问题具有高复杂性和强耦合性的特点,是液压集成块设计的关键。本文设计了一种遗传算法来快速找到问题的全局最优解。建立了液压集成块的基本数学模型,包括最小壁厚校核模型、形状干涉校核模型和孔的连接模型。为了处理约束,定义了禁忌的概念。基于数学模型和禁忌值计算遗传算法的适应度函数。通过对蜘蛛式高空作业车左前腿液压集成块的设计,对遗传算法的可行性进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Intelligent Design of Hydraulic Manifold Block Based on Genetic Algorithm
The problem about how to arrange the valve block and how to connect the hole for the hydraulic manifold block has the characteristics of high complexity and strong coupling, which is the key to the hydraulic manifold block design. In this article, a genetic algorithm is designed to quickly find the global optimal solution of the problem. The basic mathematical models of the hydraulic manifold block are established, including the minimum wall thickness check model, the shape interference check model and the connection model of holes. In order to process constraints, a concept of taboos is defined. The fitness function of the genetic algorithm is calculated based on the mathematical models and the taboo value. The feasibility of the genetic algorithm is evaluated by designing a hydraulic manifold block of the left front leg of the spider-type aerial work vehicle.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Robust Fuzzy Neural Network for Concrete Delivery Manipulator with Nonsingleton Input An Integrated Method for the Un-Paced Buffered Mixed-Model Assembly Line Balancing and Sequencing An Efficient Method for Computation of Geodesic on B-Spline Surfaces Research on the Method of Storage Planning for the Large-Scale Container Yard BP Neural Network PID Variable Pressure Control of Airborne Pump Source
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1