Fengyang He

University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering

SCHOLARLY PAPERS

2

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164

TOTAL CITATIONS

1

Scholarly Papers (2)

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1.

A Machine Learning Approach for Real-Time Measuring the Bead Geometry in Wire Arc Additive Manufacturing Using Welding Electric Signals

Number of pages: 22 Posted: 15 Feb 2023
Haochen Mu, Fengyang He, Yuan Lei, Philip Commins and Zengxi Pan
University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering and University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering
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Abstract:

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Wire Arc Additive Manufacturing (WAAM), Cold Metal Transfer (CMT), Bead geometry measurement, Laser profilometer, Welding electric signals, Machine Learning (ML)

2.

A Physics-Informed Machine Learning Approach for Temperature Field Prediction in Metallic Additive Manufacturing

Number of pages: 25 Posted: 28 Nov 2024
Zhonghao Chen, Haochen Mu, Fengyang He, Yuan Lei, Hongtao Zhu, Ninshu Ma and Zengxi Pan
University of Wollongong, University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering, The University of Osaka and University of Wollongong - School of Mechanical, Materials, Mechatronic and Biomedical Engineering
Downloads 33 (1,012,441)
Citation 1

Abstract:

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Wire arc additive manufacturing, physics-informed machine learning, FEM simulation, metallic additive manufacturing