AI Summary & Key Takeaways
AI InsightThe goal of this study is to compare manufacturing cell desgn which made of fuzzy logic approach with the K-Means method
📌 3 Key Takeaways
Abstract
X Group technology and cellular manufacturing are applied in three different types; Forming part families, formöing machine cells, forming part families and machine cells simultaneously. Several methods and techniques are improved to achieve problems of group technology. Artificial intelligences technologies are commonly in use in clustering poblems as in other manufacturing issues. In this study, fuzzy logic approach is studied in design of part families and machine cells simultaneously. The goal of this study is to compare manufacturing cell desgn which made of fuzzy logic approach with the K-Means method
Özet
Grup teknolojisi ve hücresel imalat tasarimi üç degisik sekilde uygulanmaktadir; parça ailelerinin olusturulmasi, makine hücrelerinin olusturulmasi, parça ailelerinin ve makine hücrelerinin es zamanli olusturulmasi. Bunlari yapabilmek için çesitli algoritma ve teknikler gelistirilmistir. Yapay zeka teknolojileri de diger imalat konularinda oldugu gibi kümelendirme problemlerinde de yaygin sekilde kullanilmaktadir. Bu çalismada da parça aileleri ve makine hücrelerinin es zamanli olarak bulanik mantik yaklasimi ve K-means ele alinacaktir. Çalismanin amaci, bulanik mantik yaklasimi ile yapilan hücre tasariminin K-Means kümelendirmeden ne oranda olumlu veya olumsuz sonuç verdigini görmektir