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通过混合整数非线性多目标优化和实验设计优化FDM的抗拉强度和能耗
Saleem Ramadan1, Qutaiba Altwarah2, Mohammad Abu-Shams3
1Industrial Engineering Department, School of Engineering Technology, Al Hussein Technical University, Amman, 11831, Jordan.
Heliyon
|May 6, 2024
概括
这项研究优化了融沉积建模 (FDM) 3D打印参数,以减少能源消耗 (EC),同时保持高抗拉强度 (TS). 开发的方法成功地平衡了这些因素,在不损害材料完整性的情况下实现了显著的能源节约.
科学领域:
- 增材制造 增材制造 增材制造
- 材料科学 材料科学 材料科学
- 可持续工程 可持续工程
背景情况:
- 沉积建模 (FDM) 是一种广泛使用的增材制造技术.
- 优化FDM参数对于平衡材料性能和能源效率至关重要.
- 高能耗和达到所需的抗拉强度是FDM的关键挑战.
研究的目的:
- 开发一种优化FDM打印机参数的方法.
- 尽量减少能源消耗 (EC),同时确保最低抗拉强度 (TS) 门.
- 确定影响FDM中TS和EC的关键参数.
主要方法:
- 实验设计 (DOE) 使用塔古奇和响应表面分析.
- 开发一个混合整数非线性多目标优化模型.
- 使用制造样本对优化参数进行实验验证.
主要成果:
- 确定影响TS和EC的关键FDM参数.
- 确定最佳参数设置,平衡TS和EC.
- 实验验证显示TS的误差不到5%,EC的误差不到2%.
结论:
- 提出的方法有效地优化了FDM参数,以减少能源消耗.
- 该研究表明,实现可持续增材制造的可行方法.
- 优化的参数确保拉伸强度要求得到满足或超过.
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