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基于MSNSGA-III的多维故障模式考虑的铁路车锁螺栓结构的布局优化的研究和工程应用
Dailin Zhang1, Xiaofeng Li2, Qiang Zhang1,3
1College of Locomotive and Rolling Stock Engineering, Dalian Jiaotong University, Liaoning, 116028, Dalian, China.
Scientific reports
|August 22, 2024
概括
本研究介绍了一种先进的铁路车锁螺栓布局优化方法,增强结构完整性并防止多维故障. 新方法显著提高了安全边际,确保在各种负载条件下可靠的性能.
科学领域:
- 机械工程 机械工程
- 结构分析 结构分析
- 铁路工程 铁路工程是指铁路工程.
背景情况:
- 锁栓结构对于铁路车辆的完整性至关重要,需要统一的负载分配以防止故障.
- 现有的工程方法缺乏用于锁螺栓布局的多维故障模式的优化策略.
- 遵守DVS EFB 3435-2等标准对于铁路部件设计至关重要.
研究的目的:
- 开发一种新的铁路车锁螺栓结构布局优化方法.
- 解决和防止多维静态故障模式 (拉力,轴承,剪切).
- 提高铁路车结构的安全性和可靠性.
主要方法:
- 使用子模型和参数模型进行结构分析.
- 实施了多策略集成的非主导排序遗传算法III (MSNSGA-III).
- 在指定的负载条件下优化了锁栓的数量和间距.
主要成果:
- 在复杂的优化问题上,MSNSGA-III方法表现出了比NSGA-III更好的性能.
- 获得了超量 (HV) 和逆代距离 (IGD) 值的完善整数.
- 提高了高达59.81%的安全边际,成功通过了全车强度测试.
结论:
- 拟议的方法有效地优化锁栓结构对复杂的多维故障模式.
- 证明了铁路车设计的重大实际应用价值.
- 提高铁路工程中的整体结构安全性和可靠性.
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