Estimating minimum processing time of liquid crystal display monitor hinge in 2D contouring machining
This study considers mastercam simulation and genetic algorithm optimization to estimate a minimum processing time value of liquid crystal display monitor hinge in two-dimensional (2D) contouring machining. Regression model is developed to formulate the fitness function equation of GA optimization....
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my.utm.449072015-09-15T07:31:14Z http://eprints.utm.my/id/eprint/44907/ Estimating minimum processing time of liquid crystal display monitor hinge in 2D contouring machining Azman, Muhammad Firdaus Mohamad Halimin, Nur Asyikin Mohd. Zain, Azlan TJ Mechanical engineering and machinery This study considers mastercam simulation and genetic algorithm optimization to estimate a minimum processing time value of liquid crystal display monitor hinge in two-dimensional (2D) contouring machining. Regression model is developed to formulate the fitness function equation of GA optimization. This study found that GA is capable to estimate the optimal cutting conditions value to minimize the processing time. With high feed rate, high spindle speed rate, high pitch rate and low pull rate of the machining parameter, GA recommended 349.3916 seconds as the minimum processing time. Consequently, GA has reduced the minimum processing time of mastercam simulation by about 6.58%. Springer 2011 Article PeerReviewed Azman, Muhammad Firdaus and Mohamad Halimin, Nur Asyikin and Mohd. Zain, Azlan (2011) Estimating minimum processing time of liquid crystal display monitor hinge in 2D contouring machining. Communications in Computer and Information Science, 252 (2). pp. 239-249. ISSN 1865-0929 |
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TJ Mechanical engineering and machinery Azman, Muhammad Firdaus Mohamad Halimin, Nur Asyikin Mohd. Zain, Azlan Estimating minimum processing time of liquid crystal display monitor hinge in 2D contouring machining |
| description |
This study considers mastercam simulation and genetic algorithm optimization to estimate a minimum processing time value of liquid crystal display monitor hinge in two-dimensional (2D) contouring machining. Regression model is developed to formulate the fitness function equation of GA optimization. This study found that GA is capable to estimate the optimal cutting conditions value to minimize the processing time. With high feed rate, high spindle speed rate, high pitch rate and low pull rate of the machining parameter, GA recommended 349.3916 seconds as the minimum processing time. Consequently, GA has reduced the minimum processing time of mastercam simulation by about 6.58%. |
| format |
Article |
| author |
Azman, Muhammad Firdaus Mohamad Halimin, Nur Asyikin Mohd. Zain, Azlan |
| author_facet |
Azman, Muhammad Firdaus Mohamad Halimin, Nur Asyikin Mohd. Zain, Azlan |
| author_sort |
Azman, Muhammad Firdaus |
| title |
Estimating minimum processing time of liquid crystal display monitor hinge in 2D contouring machining |
| title_short |
Estimating minimum processing time of liquid crystal display monitor hinge in 2D contouring machining |
| title_full |
Estimating minimum processing time of liquid crystal display monitor hinge in 2D contouring machining |
| title_fullStr |
Estimating minimum processing time of liquid crystal display monitor hinge in 2D contouring machining |
| title_full_unstemmed |
Estimating minimum processing time of liquid crystal display monitor hinge in 2D contouring machining |
| title_sort |
estimating minimum processing time of liquid crystal display monitor hinge in 2d contouring machining |
| publisher |
Springer |
| publishDate |
2011 |
| url |
http://eprints.utm.my/id/eprint/44907/ |
| _version_ |
1643651581897342976 |
| score |
13.250246 |