Application of crow search algorithm for the optimization of abrasive water jet cutting process parameters

3rd International Conference on Materials and Manufacturing Engineering 2018

Tamilarasan, A.^1 ; Renugambal, A.^2 ; Manikanta, D.^1 ; Sekhar Reddy, G.B.C.^1 ; Sravankumar, K.^1 ; Sreekar, B.^1 ; Prasadreddy, G.V.^1

Department of Mechanical Engineering, Sri Chandrasekharendra Saraswathi Viswa Mahavidyalaya, Enathur, Kanchipuram, Tamilnadu

631561, India^1

Department of Mathematics, University College of Engineering Kancheepuram, Kanchipuram (A Constituent College of Anna University, Chennai), India^2

关键词: Abrasive water jet;    Abrasive waterjet cutting;    Experiment design;    Minimum surface roughness;    Optimal combination;    Process parameters;    Quadratic modeling;    Search Algorithms;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/390/1/012034/pdf
DOI  :  10.1088/1757-899X/390/1/012034

来源: IOP

【 摘 要 】

The present work deals with the prediction of optimal parametric data-set to yield the minimum surface roughness in Abrasive Water Jet (AWJ) cutting of ceramic Tile. By means of a Box-Behnken experiment design technique, an experiment matrix with three factors and three levels was designed. Quadratic model for surface roughness was developed to fit with experimental data. Then, the improved optimal combination of the process parameters is evaluated by proposed methodology of most efficient crow search algorithm. Further, experimentally validation test has been conducted for the optimal cutting conditions suggested by crow search algorithm.