Litcius/Paper detail

A novel milling parameter optimization method based on improved deep reinforcement learning considering machining cost

Weiye Li, Bin Li, Songping He, Xinyong Mao, Chaochao Qiu, Yue Qiu, Xin Tan

2022Journal of Manufacturing Processes40 citationsDOI

Topics & Concepts

MachiningEnergy consumptionMathematical optimizationArtificial neural networkProcess (computing)Optimization problemMarkov decision processMachine toolCutting toolComputer scienceEnergy (signal processing)Mechanical engineeringMarkov processEngineeringMachine learningMathematicsOperating systemStatisticsElectrical engineeringAdvanced Machining and Optimization TechniquesEnergy Efficiency and ManagementAdvanced machining processes and optimization