Multi Response Optimization of Laser Micro Marking Process:A Grey- Fuzzy Approach

International Conference on Materials Technology and Energy

Shivakoti, I.^1 ; Das, P.P.^1 ; Kibria, G.^2 ; Pradhan, B.B.^1 ; Mustafa, Z.^1 ; Ghadai, R.K.^1

Mechanical Engineering Department, Sikkim Manipal Institute of Technology, Sikkim, India^1

Mechanical Engineering Department, Aliah University, Kolkata, India^2

关键词: Efficient machining;    Gallium Nitride (GaN);    Grey relational analysis;    Hybrid approach;    Multiresponse optimization;    Process response;    Response surface methodology;    Three parameters;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/217/1/012033/pdf
DOI  :  10.1088/1757-899X/217/1/012033

来源: IOP

【 摘 要 】

The selection of optimal parametric combination for efficient machining has always become a challenging issue for the manufacturing researcher. The optimal parametric combination always provides a better machining which improves the productivity, product quality and subsequently reduces the production cost and time. The paper presents the hybrid approach of Grey relational analysis and Fuzzy logic to obtain the optimal parametric combination for better laser beam micro marking on the Gallium Nitride (GaN) work material. The response surface methodology has been implemented for design of experiment considering three parameters with their five levels. The parameter such as current, frequency and scanning speed has been considered and the mark width, mark depth and mark intensity has been considered as the process response.