基于混合六西格玛、RSM-FEM和NSGA-II方法的振动辅助加工柔顺机构设计优化

Q2 Engineering Journal of Machine Engineering Pub Date : 2023-05-28 DOI:10.36897/jme/166500
Huy Pham, Van-Khien Nguyen, Quang-Khoa Dang, Thi Van Anh Duong, Duc-Thong Nguyen, Thanh-Vu Phan
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引用次数: 0

摘要

APPROACH振动辅助加工是一种混合加工方法,由于其提高材料去除率、提高表面质量、减少切削力和刀具磨损、提高刀具寿命或最大限度地减少毛刺形成等优点,近年来引起了人们的极大兴趣。必须设计特殊设备,将额外的振动能量集成到传统系统中,以利用这些壮观的特性。本文提出了一种新的2自由度高精度柔顺定位机构的设计,该机构采用了将响应面法、有限元法和六西格玛分析结合为多目标遗传算法的优化过程。TOPSIS方法也用于从Pareto解集中选择最佳解。制作了最佳设计,以评估其在振动辅助铣削实验中的性能,该实验涉及表面粗糙度标准。结果表明,表面质量的制造标准和设计方法标准都得到了显著提高,因为它消除了柔顺机构综合和分析过程中与分析方法相关的建模误差。
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Design Optimization of Compliant Mechanisms for Vibration- Assisted Machining Applications Using a Hybrid Six Sigma, RSM-FEM, and NSGA-II Approach
APPROACH Vibration-assisted machining, a hybrid processing method, has been gaining considerable interest recently due to its advantages, such as increasing material removal rate, enhancing surface quality, reducing cutting forces and tool wear, improving tool life, or minimizing burr formation. Special equipment must be designed to integrate the additional vibration energy into the traditional system to exploit those spectacular characteristics. This paper proposes the design of a new 2-DOF high-precision compliant positioning mechanism using an optimization process combining the response surface method, finite element method, and Six Sigma analysis into a multi-objective genetic algorithm. The TOPSIS method is also used to select the best solution from the Pareto solution set. The optimum design was fabricated to assess its performance in a vibration-assisted milling experiment concerning surface roughness criteria. The results demonstrate significant enhancement in both the manufacturing criteria of surface quality and the design approach criteria since it eliminates modelling errors associated with analytical approaches during the synthesis and analysis of compliant mechanisms.
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来源期刊
Journal of Machine Engineering
Journal of Machine Engineering Engineering-Industrial and Manufacturing Engineering
CiteScore
2.70
自引率
0.00%
发文量
36
审稿时长
25 weeks
期刊介绍: ournal of Machine Engineering is a scientific journal devoted to current issues of design and manufacturing - aided by innovative computer techniques and state-of-the-art computer systems - of products which meet the demands of the current global market. It favours solutions harmonizing with the up-to-date manufacturing strategies, the quality requirements and the needs of design, planning, scheduling and production process management. The Journal'' s subject matter also covers the design and operation of high efficient, precision, process machines. The Journal is a continuator of Machine Engineering Publisher for five years. The Journal appears quarterly, with a circulation of 100 copies, with each issue devoted entirely to a different topic. The papers are carefully selected and reviewed by distinguished world famous scientists and practitioners. The authors of the publications are eminent specialists from all over the world and Poland. Journal of Machine Engineering provides the best assistance to factories and universities. It enables factories to solve their difficult problems and manufacture good products at a low cost and fast rate. It enables educators to update their teaching and scientists to deepen their knowledge and pursue their research in the right direction.
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