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Identify Machining Process


Turning, Milling, EDM, etc.

Collect Initial Data


Cutting Speed, Feed Rate, Depth of Cut,

Tool Geometry, Material Properties

Define Optimization Goals


Maximize MRR, Minimize Tool Wear,

Optimize Surface Finish

Select Optimization Algorithm


GA, PSO, SA, DNN, RL

Run Simulation or Real-Time Monitoring


IoT Sensors, Cloud & Edge Computing

Evaluate Results


MRR, Tool Wear, Surface Roughness, Energy Consumption

Make Adjustments Based on Feedback


Adaptive Control via AI, Sensor Feedback Loops

Iterate and Refine Parameters


Real-time Optimization, Continuous Learning

End

diagram

by harshith

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