Predictive Modeling of Microgrinding Force Incorporating Phase Transformation Effects

Author:

Ding Zishan12,Sun Gaoxiang3,Jiang Xiaohui3,Guo Miaoxian3,Liang Steven Y.4

Affiliation:

1. School of Mechanical Engineering, Department of Mechanical Manufacturing University of Shanghai for Science and Technology, Mechanical Engineering Academic Building, 516 Jungong Road, Shanghai 200093, China;

2. George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332 e-mails: ;

3. School of Mechanical Engineering, Department of Mechanical Manufacturing, University of Shanghai for Science and Technology, Mechanical Engineering Academic Building, 516 Jungong Road, Shanghai 200093, China e-mail:

4. George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA 30332 e-mail:

Abstract

This study investigates the prediction of maraging steel C250 microgrinding forces by incorporating phase transformation effects with the manufacturing process mechanics. The results could consequently increase the accuracy of the prediction and better understand the influence of phase evolution on the materials processing. Based on a detailed analysis of microgrinding mechanics and thermodynamics, an iterative blending scheme integrating phase transformation kinetics and material genome analysis is developed. The physical-based formulation, experimental validation, and computational configuration are presented herein for the microgrinding forces, quantifying phase transformation effects. According to the results, the implementation of the iterative blending scheme can help achieve a higher prediction accuracy of microgrinding forces. Besides, the iterative blending would enable the consideration of the interactive relation between process mechanics and microstructure evolution through materials genome analysis.

Funder

National Natural Science Foundation of China

Publisher

ASME International

Subject

Industrial and Manufacturing Engineering,Computer Science Applications,Mechanical Engineering,Control and Systems Engineering

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