PENGEMBANGAN METODE PENJADWALAN PRODUKSI PADA AREA SHEET METAL PT DIRGANTARA INDONESIA MENGGUNAKAN ALGORITMA GENETIKA

PT Dirgantara Indonesia is an aircraft manufacturing company located in Bandung. In fulfilling customer requests, it was found that there were piles of components that had not yet been processed, causing delays in fulfilling customer requests. The production schedule that is being carried out at...

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Main Author: Prasasti Asshafah Tan, Vini
Format: Final Project
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/77793
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:77793
spelling id-itb.:777932023-09-14T09:58:56ZPENGEMBANGAN METODE PENJADWALAN PRODUKSI PADA AREA SHEET METAL PT DIRGANTARA INDONESIA MENGGUNAKAN ALGORITMA GENETIKA Prasasti Asshafah Tan, Vini Indonesia Final Project production schedule, jobshop, genetic algorithm, metaheuristic. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/77793 PT Dirgantara Indonesia is an aircraft manufacturing company located in Bandung. In fulfilling customer requests, it was found that there were piles of components that had not yet been processed, causing delays in fulfilling customer requests. The production schedule that is being carried out at PTDI now is using the priority method. Parts with higher priority will be processed first. To be able to minimize delays in fulfilling customer demands, a better method is needed so it is able to minimize production makespan. The method which was developed to answer the scheduling problems at PTDI is a genetic algorithm. The algorithm developed in this study consists of selection, crossover, mutation, and elimination stages. Algorithm development is translated into Python software for easier and faster calculation methods. By using probability of mutation 0.2 and probability of crossover 0.5, a scheduling sequence is produced along with job assignments to machines that can produce a makespan value that is smaller than the one with the existing method. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description PT Dirgantara Indonesia is an aircraft manufacturing company located in Bandung. In fulfilling customer requests, it was found that there were piles of components that had not yet been processed, causing delays in fulfilling customer requests. The production schedule that is being carried out at PTDI now is using the priority method. Parts with higher priority will be processed first. To be able to minimize delays in fulfilling customer demands, a better method is needed so it is able to minimize production makespan. The method which was developed to answer the scheduling problems at PTDI is a genetic algorithm. The algorithm developed in this study consists of selection, crossover, mutation, and elimination stages. Algorithm development is translated into Python software for easier and faster calculation methods. By using probability of mutation 0.2 and probability of crossover 0.5, a scheduling sequence is produced along with job assignments to machines that can produce a makespan value that is smaller than the one with the existing method.
format Final Project
author Prasasti Asshafah Tan, Vini
spellingShingle Prasasti Asshafah Tan, Vini
PENGEMBANGAN METODE PENJADWALAN PRODUKSI PADA AREA SHEET METAL PT DIRGANTARA INDONESIA MENGGUNAKAN ALGORITMA GENETIKA
author_facet Prasasti Asshafah Tan, Vini
author_sort Prasasti Asshafah Tan, Vini
title PENGEMBANGAN METODE PENJADWALAN PRODUKSI PADA AREA SHEET METAL PT DIRGANTARA INDONESIA MENGGUNAKAN ALGORITMA GENETIKA
title_short PENGEMBANGAN METODE PENJADWALAN PRODUKSI PADA AREA SHEET METAL PT DIRGANTARA INDONESIA MENGGUNAKAN ALGORITMA GENETIKA
title_full PENGEMBANGAN METODE PENJADWALAN PRODUKSI PADA AREA SHEET METAL PT DIRGANTARA INDONESIA MENGGUNAKAN ALGORITMA GENETIKA
title_fullStr PENGEMBANGAN METODE PENJADWALAN PRODUKSI PADA AREA SHEET METAL PT DIRGANTARA INDONESIA MENGGUNAKAN ALGORITMA GENETIKA
title_full_unstemmed PENGEMBANGAN METODE PENJADWALAN PRODUKSI PADA AREA SHEET METAL PT DIRGANTARA INDONESIA MENGGUNAKAN ALGORITMA GENETIKA
title_sort pengembangan metode penjadwalan produksi pada area sheet metal pt dirgantara indonesia menggunakan algoritma genetika
url https://digilib.itb.ac.id/gdl/view/77793
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