基于CCD和多目标PSO的房屋振动阻力优化
Lei Cheng1,2,3, Bingxing Wei1,4, Xuanjun Dai1,4
1College of Mechanical and Control Engineering, Guilin University of Technology, Guilin 541000, China.
Micromachines
|February 27, 2026
概括
这项研究优化了半导体激光二极管系统的振动,使用中央复合设计 (CCD) 和粒子群优化 (PSO). 综合方法显著提高了耐振性,提高了在苛刻环境中的操作可靠性.
科学领域:
- 视觉机械工程 视觉机械工程
- 机械振动分析 机械振动分析
- 激光系统工程 激光系统工程
背景情况:
- 半导体激光二极管阵列光束组合系统在振动下面临可靠性挑战.
- 振动会降低性能,缩短运行寿命.
- 现有的抗振设计可能无法提供最佳的多目标性能.
研究的目的:
- 开发一种综合优化方法,以提高激光二极管阵列系统的抗振性能.
- 为了提高在振动条件下的操作可靠性.
- 为了实现平衡的反振动结构的多目标优化.
主要方法:
- 综合优化,结合中央复合设计 (CCD) 和多目标粒子群优化 (PSO).
- 建立响应表面模型,将外刚性参数与振动响应指标相关联.
- 应用多目标PSO进行帕雷托前端优化,以平衡设计目标.
主要成果:
- 从356.3赫兹显著增加到1036.1赫兹的第一阶自然频率.
- 在随机振动下最大变形从0.2618毫米减少到0.055毫米.
- 达到165.47g的最小质量增加,激光功率 (3.3%) 和峰值辐射率 (5.3%) 仅略有下降.
结论:
- 集成的CCD-PSO方法有效优化精密光机械系统的抗振结构.
- 优化的设计显示了对抗振动和操作可靠性的大幅度改进.
- 这种方法是有效的,可用于要求严格的机械环境.
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