机械时钟机芯设计的多目标优化与交易空间分析

Yifan Xu, Cameron Turner, John Wagner
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摘要

几个世纪以来,摆钟一直是规范商业和公共活动的普遍计时标准。在被电子钟取代之前,这些机械运动是全球最精确的计时器。虽然今天摆钟主要用于装饰目的,但它的工作原理和机械行为可以用来展示基本的科学和工程概念。时钟的质量因子、钟摆特性和周期之间的权衡可以通过多目标优化和交易空间分析方法进行最好的探索。本课题采用多目标遗传算法(MOGA-II)和多目标模拟退火(MOSA)优化方法,对Graham擒纵式街道钟在一定周期范围内的钟摆质量和时间精度进行了评估。这些钟的设计改变了钟摆长度、钟摆半径和钟摆厚度。钟表概念用于计算整体性能和一般效用。数值结果表明,通过修改时钟参数,在保持设计周期的前提下,质量因子提高0.7%,质量降低0.56%。更重要的是,这些变化可以在大规模生产场景中节省材料成本。总的来说,这项研究强调了设计师工程师几十年来一直在考虑的权衡,现在可以使用计算机工具将其可视化,以获得更大的洞察力。
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Multi-Objective Optimization and Tradespace Analysis of a Mechanical Clock Movement Design
Pendulum clocks were the prevalent time keeping standard for centuries to regulate commerce and public activities. These mechanical movements were the most accurate timekeepers globally until replaced by electric clocks. Although mainly used for decorative purposes today, the pendulum clock's working principles and mechanical behavior can serve to demonstrate fundamental science and engineering concepts. The tradeoff between a clock's quality factor, pendulum properties, and period can best be explored with multiple objective optimization and tradespace analysis methods. In this project, a Multi-Objective Genetic Algorithm (MOGA-II) and a Multi-Objective Simulated Annealing (MOSA) optimization approaches are applied to evaluate a Graham escapement street clock for pendulum mass and time accuracy with a range of the period. These clock designs vary the pendulum length, pendulum bob radius, and bob thickness. Horological concepts are used to calculate the overall performance and general utility. The numerical results show a 0.7% increase in the quality factor, and a 0.56% reduction in the mass, while maintaining the designed period by modifying the clock parameters. More importantly, these changes can provide material cost savings in a mass production scenario. Overall, the study highlights the tradeoff designer engineers have considered for decades which can now be visualized using computer tools for greater insight.
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