During the first phase grouping equipment into cells will be addressed. Fuzzy ART is an unsupervised neural network that does not require either normalized inputs or weights. The FACT algorithm uses the 'Add' method to generate a hierarchy of alternative clusterings from which the best can be chosen. The inputs are progressively merged until the fewest number of cells that can be formed or that is desired is reached. This is to prevent premature clustering of a pattern.
FACT allows parts or machines to be added to the system after training the network.
It can cluster the new parts without reclustering all the parts and machines. We also propose to illustrate virtual reality interfaces scalable across a variety of platforms from PCs to workstations to high end displays such as ImmersaDesks. Based on our previous research involving heavy interaction with Motorola Inc. and some interaction with John Deere and Caterpillar, we have identified a number of areas which need attention. Computer program from the equipment grouping algorithm along with the user interface and display module to solve the problem. Services Software, computer maintenance contracts etc.