49 citations · 62 across the 3 of their papers we have counts for
3 papers
Principal component analysis and self organizing map for visual clustering of machine-part cell formation in cellular manufacturing system
Manojit Chattopadhyay, Pranab K. Dan, Sitanath Majumdar
The present paper attempts to generate visual clustering and data extraction of cell formation problem using both principal component analysis (PCA) and self organizing map (SOM) f…
Application of Visual Clustering Properties of Self Organizing Map in Machine-part Cell Formation
Manojit Chattopadhyay, Pranab K. Dan, Sitanath Majumdar
Cellular manufacturing (CM) is an approach that includes both flexibility of job shops and high production rate of flow lines. Although CM provides many benefits in reducing throug…
Application of Principal Component Analysis in Machine-Part Cell Formation
Manojit Chattopadhyay, Surajit Chattopadhyay, Pranab K Dan
The present paper applied Principal Component Analysis (PCA) for grouping of machines and parts so that the part families can be processed in the cells formed by those associated m…