Latest issue - June 2021

SOLVING TRANSIENT INVERSE HEAT TRANSFER PROBLEMS IN COMPLEX GEOMETRIES USING PHYSICS-GUIDED NEURAL NETWORKS (PGNN)

D. Emonts, J. Yang, R. H. Schmitt
Keywords: Physics-guided neural networks | transient heat flow | inverse modelling | temperature measurement

EXAMINATION OF COOLING SYSTEMS IN MACHINE TOOLS REGARDING SYSTEM STRUCTURE AND CONTROL STRATEGIES

C. Steiert, Ju. Weber, J. Weber
Keywords: Machine tools | Fluid Cooling Systems | Thermal Behavior | Energy Efficiency | Closed Loop Control | Main Spindle | Experiment

UNIDIRECTIONAL COUPLED FINITE ELEMENT SIMULATION OF THERMOELASTIC TCP-DISPLACEMENT THROUGH MILLING PROCESS CAUSED HEAT LOAD

S. Brier, J. Regel, M. Putz, M. Dix
Keywords: cfd | FEM | Tool Center Point | FEA | TCP-displacement | Heat source | Thermal displacement | Machine tools | milling | design of experiments | DOE

PART PROGRAM DEPENDENT LOSS FORECAST FOR ESTIMATING THE THERMAL IMPACT ON MACHINE TOOLS

E. Wenkler, A. Hellmich, S. Schroeder, S. Ihlenfeldt
Keywords: CNC | Machine tool | Thermal effects | Simulation | Thermal influence estimation | Thermal look ahead