MEL Execution Feature Matrices (Training Data) Collection
MEL Execution Feature Matrix Preprocessing
- MEL Execution Feature Matrix (Manufacturing State & Transition Matrix, Control Matrix) Preprocessing for Control Logic Analysis, Learning, and Generation
- Conversion MEL Execution Feature Matrix Data into the Appropriate Input Type for the Learning Model
- Example: Dimension Reduction, Standardization
Control Logic Learning via Execution Neural Network (ENN)
- Execution Neural Network (ENN): A Deep Learning Model for Control Logic Learning
- Control Logic Knowledge-base & AI Learning via ENN
- Graph Form (like GNN) or Recurrent Form (like RNN) for MEL-Code Autonomous Generation (TBD)
MEL Control Program Generation (MEL - Gen)
- MEL - Generator (MEL - Gen): Autonomous MEL - Code Generation AI
- Execution Function of Autonomous Control Agent
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