一种新的随机方法,用于可靠的设计先进的节产品
1Department of Engineering Design, Indian Institute of Technology Madras, Chennai, Tamil Nadu, 600036, India. balkrish@iitm.ac.in.
Scientific reports
|July 16, 2025
概括
本研究引入了对工程设计的随机节方法,整合了不确定性,以创建资源高效的产品. 这种方法提高了产品的可靠性,并支持跨行业的可持续发展.
科学领域:
- 工程设计 工程设计 工程设计
- 可持续发展 可持续发展 可持续发展
- 可靠性工程可靠性工程
背景情况:
- 当前的工程实践容易浪费,需要整合资源限制.
- 气候变化和资源限制要求转向节的产品开发.
- 现有的设计方法往往忽略不确定性,影响产品的效率和可持续性.
研究的目的:
- 提出一种新的随机节方法,用于系统地将节性纳入工程设计中.
- 为了明确考虑设计过程中的不确定性,以创造最佳的节产品.
- 通过整体设计方法影响制造和供应链.
主要方法:
- 开发一个整体的设计方法,整合决定性和随机的技术.
- 引入一个新的可靠性模型,考虑名义和过载条件.
- 用节的因素和蒙特卡洛模拟的应用为例.
主要成果:
- 使用轴的例子,展示了随机节方法的演示,证实了它的有效性.
- 通过拟议的设计方法创建先进,高度可靠的节产品.
- 验证方法处理设计复杂性和不确定性的能力.
结论:
- 随机节的方法有系统地帮助设计师创造最佳,可靠和节的产品.
- 该方法适用于所有部门的任何部件或产品.
- 这种方法与机器学习兼容,为先进的应用提供了未来的潜力.
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