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LVL 3 Planning (MES) - Coggle Diagram
LVL 3 Planning (MES)
MES: A systematic review
Digital Twin - simulation model
Augmented reality - facilitates human integration with MES
Deep Learning - solve manufacturing process problems
Natural Language Processing (NLP) - improve document control
Machine learning - productivity estimation
Generative Adversial Networks (GANS) - to achieve the goals of MES
Automatic Visual Inspection of Rare Defects
Generative adversial networks - data augmentation
Image Preprocessing -normalise and pre-process images
Residual Netwrok - extract high level features from the input images
Evaluation Metrics - Average precsion
Deep Learning - object detection
Artificial intelligence for fault diagnosis of rotating machinery
Naive Bayes Classifier - preprocessing
Support Vector Machine (SVM) - classification tasks
k-Nearest Neighbor - classification an regression
Artificial Neural Network (ANN) - pattern recognition capabilities
Deep Learning - fault diagnostics
Generative AI in the manufacturing process
ML Natural Language Processing - sentiment analysis , topic modeling and keyword extraction
ML Deep learning - Fault diagnosis
ML Trained Models - predict sales, volumes , equipment failures
Generative Artificial Intelligence
New Product Design
HRM Process Insights