Patent Document ID: 20100152878
Application ID: 12360234
Patent Flag: 0

Claim One:
1. A system for maintaining and analyzing a manufacturing equipment, adapted to manage and maintain a forecast model of the manufacturing equipment, the system comprising: an embedded forecast device, directly configured in the manufacturing equipment, wherein the embedded forecast device comprises a feature extraction (FE) algorithm and a forecast model therein for obtaining a real time data of the manufacturing equipment and generating a forecast result, and the embedded forecast device further comprises a novelty detection model for generating a model retraining notification message when the manufacturing equipment fails; a server, comprising: a communication interface, for communicating with the embedded forecast device; a plurality of different FE algorithms and modeling algorithms; an operating interface, for selecting and combining any one selected from the FE algorithms and the modeling algorithms, so as to train and build the forecast model and the novelty detection model; and a parameter setting table, for recording setting parameters related to the training and building of the forecast model and the novelty detection model; wherein the server the forecast model and the novelty detection model according to the model retraining notification message; and updates the forecast model and the novelty detection model of the embedded forecast device according to the retrained forecast model and novelty detection model.