JOURNAL ARTICLE

Process Parameters Optimization for Green Manufacturing of Laser Cladding Based on Artificial Neural Network

Zong Wei NiuKaikai SongZhi Yong LiF.F. Wang

Year: 2010 Journal:   Advanced materials research Vol: 97-101 Pages: 2310-2313   Publisher: Trans Tech Publications

Abstract

Laser cladding is a new developed green manufacturing process. The main process parameters include the power of laser beam, the diameter of laser facula, the scan speed and the quantity of powder supply. It’s difficulty to analyse the influence of the process factors to the product quality because the effect mechanism is quiet complicated. Model of Artificial neural network for the optimization of process parameter in laser cladding manufacturing was developed in this paper. And proper process parameters were achieved which can provide guide for the practice production.

Keywords:
Artificial neural network Laser power scaling Laser Cladding (metalworking) Process (computing) Materials science Process variable Mechanical engineering Process engineering Automotive engineering Engineering Computer science Artificial intelligence Optics Composite material

Metrics

2
Cited By
0.71
FWCI (Field Weighted Citation Impact)
5
Refs
0.76
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Industrial Technology and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Additive Manufacturing Materials and Processes
Physical Sciences →  Engineering →  Mechanical Engineering
Quality Function Deployment in Product Design
Social Sciences →  Business, Management and Accounting →  Management of Technology and Innovation

Related Documents

JOURNAL ARTICLE

Laser Cutting Parameters Optimization Based on Artificial Neural Network

Guo Di-xinJimin ChenCheng Yu-hong

Journal:   The 2006 IEEE International Joint Conference on Neural Network Proceedings Year: 2006 Pages: 1106-1111
JOURNAL ARTICLE

Laser Cutting Parameters Optimization Based on Artificial Neural Network

Guo Di-xinJimin ChenCheng Yu-hong

Journal:   The 2006 IEEE International Joint Conference on Neural Network Proceedings Year: 2006 Pages: 1106-1111
JOURNAL ARTICLE

Optimization of process parameters in feed manufacturing using artificial neural network

L. SudhaR. DillibabuS. Srivatsa SrinivasArul Selvan Annamalai

Journal:   Computers and Electronics in Agriculture Year: 2015 Vol: 120 Pages: 1-6
JOURNAL ARTICLE

Optimization of laser cladding process parameters based on genetic algorithm and neural networks

Dongsheng WangYichi ZhangYan ZhouLifeng XuXinhua Zhou

Journal:   International Conference on Advanced Manufacturing Technology and Manufacturing Systems (ICAMTMS 2022) Year: 2022 Pages: 131-131
© 2026 ScienceGate Book Chapters — All rights reserved.