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Intelligent G-code-based power prediction of ultra-precision CNC machine tools through 1DCNN-LSTM-Attention model

Zhicheng Xu, Vignesh Selvaraj, Sangkee Min

2024Journal of Intelligent Manufacturing25 citationsDOI

Topics & Concepts

HyperparameterComputer scienceMachiningMachine learningCode (set theory)Artificial intelligenceEnergy (signal processing)Volume (thermodynamics)Power (physics)Range (aeronautics)Data miningEngineeringMechanical engineeringSet (abstract data type)StatisticsMathematicsQuantum mechanicsAerospace engineeringProgramming languagePhysicsEnergy Efficiency and ManagementAdvanced machining processes and optimizationAdvanced Machining and Optimization Techniques
Intelligent G-code-based power prediction of ultra-precision CNC machine tools through 1DCNN-LSTM-Attention model | Litcius