Design optimization of compliant mechanisms for vibration assisted machining applications using a hybrid Six Sigma, RSM-FEM, and NSGA-II approach

• Autorzy: Pham Huy-Tuan , Nguyen Van-Khien , Dang Quang-Khoa , Duong Thi Van Anh , Nguyen Duc-Thong , Phan Thanh-Vu

Identyfikatory

DOI

10.36897/jme/166500

• Języki publikacji: EN

Abstrakty

EN

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.

Słowa kluczowe

EN

compliant mechanism; multi-objective optimisation; Six Sigma; NSGA-II

• Wydawca: Wydawnictwo Wrocławskiej Rady FSNT NOT
• Czasopismo: Journal of Machine Engineering
• Rocznik: 2023
• Tom: Vol. 23, No. 2
• Strony: 135--158
• Opis fizyczny: Bibliogr. 39 poz., rys., tab.

Twórcy

autor

Pham Huy-Tuan

• Faculty of Mechanical Engineering, Ho Chi Minh City University of Technology and Education, Vietnam

• https://orcid.org/0000-0002-8987-6185

autor

Nguyen Van-Khien

• Faculty of Mechanical Engineering, Ho Chi Minh City University of Technology and Education, Vietnam
• Faculty of Mechanical Engineering, Nam Sai Gon Polytechnic College, Vietnam

• https://orcid.org/0000-0001-7274-2810

autor

Dang Quang-Khoa

• Faculty of Mechanical Engineering, Ho Chi Minh City University of Technology and Education, Vietnam

• https://orcid.org/0000-0003-0615-6180

autor

Duong Thi Van Anh

• Faculty of Mechanical Engineering, Ho Chi Minh City University of Technology and Education, Vietnam

autor

Nguyen Duc-Thong

• Faculty of Natural Sciences Teacher Education, Dong Thap University, Vietnam

autor

Phan Thanh-Vu

• Faculty of Mechanical Engineering, Ho Chi Minh City University of Technology and Education, Vietnam

• https://orcid.org/0009-0007-3464-5412

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Uwagi

Opracowanie rekordu ze środków MEiN, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2022-2023).