Application of Genetic Algorithm for Quantifying the Affect of Breakdown Maintenance on Machine Layout

2016 ◽  
pp. 208-218
Author(s):  
Srisatja Vitayasak ◽  
Pupong Pongcharoen
Keyword(s):  
Genetic Algorithm ◽  
Machine Layout

scholarly journals Rancangan Tata Letak Fasilitas Produksi Produk Rehabilitasi Dengan Algoritma Genetika

2019 ◽  
Vol 16 (3) ◽  
pp. 73
Author(s):  
Steaven Leonardo Chandra ◽  
Theresia Sunarni ◽  
Kristoforus Jawa Bendi ◽  
Dominikus Budiarto
Keyword(s):  
Genetic Algorithm ◽  
Production System ◽  
Layout Design ◽  
Production Volume ◽  
Production Facility ◽  
Total Flow ◽  
Facility Layout Design ◽  
Machine Layout ◽  
Section Production ◽  
Optimal Machine

The layout of production facilities has a very important impact and interrelationship between facilities with each other to support the smoothness of the production process.Frequently the biggest problems in the production system are caused by unsystematic handling of materials. This study, applies a genetic algorithm to obtain a facility layout design (machine) optimally. Inputs from this study include machine numbers, machine dimensions, machine sequences in each section, production volume in each section, and flow frequency in each section. The output of this study is the machine layout with a minimum total flow cost. This study solved the case in the rehab product production facility at PT Shima Prima Utama which consisting of 16 machines and 29 components. The results of the study in this case are that the optimal machine placement sequence is 13, 3, 9, 15, 6, 10, 2, 12, 8, 16, 7, 1, 11, 5, 14 and 4 with a total flow cost of 197,434.

scholarly journals Sensitivity Analysis to Determine the Parameters of Genetic Algorithm for Machine Layout

2014 ◽  
Vol 6 ◽  
pp. 866-876 ◽  
Author(s):  
C. Srinivas ◽  
B. Ramgopal Reddy ◽  
K. Ramji ◽  
R. Naveen
Keyword(s):  
Genetic Algorithm ◽  
Sensitivity Analysis ◽  
Machine Layout

Dynamic machine layout for press tool operations using real coded genetic algorithm

2016 ◽  
Vol 5 (2) ◽  
pp. 91
Author(s):  
Keshav N. Nandurkar ◽  
Kailas V. Chandratre ◽  
Padmakar J. Pawar
Keyword(s):  
Genetic Algorithm ◽  
Press Tool ◽  
Machine Layout ◽  
Real Coded Genetic Algorithm

Dynamic machine layout for press tool operations using real coded genetic algorithm

2016 ◽  
Vol 5 (2) ◽  
pp. 91
Author(s):  
Kailas V. Chandratre ◽  
Padmakar J. Pawar ◽  
Keshav N. Nandurkar
Keyword(s):  
Genetic Algorithm ◽  
Press Tool ◽  
Machine Layout ◽  
Real Coded Genetic Algorithm
Sign in / Sign up

Export Citation Format

Share Document