Process-Integrated Thermal Behavior in Manufacturing Estimation of thermal boundary conditions in rotating bearing by data assimilation.- Surface Integrity Parameters in the milling of Hardened 1.6580 Steel under different cooling condition.- Empirical and Simulation-Based Analysis of Heat Partition in Orthogonal Milling.- Liquid cooling system for tool steel coating on gears by directed energy deposition.- Investigation of the influence of temporally and spatially resolved heat fluxes at the cutting edge on the maximum tool temperature during side milling.- Experimental and Simulative Investigation of Cutting Edge Geometry Effects on Surface Integrity in Turning of Incone.- Measurement and analysis of the thermal load during BTA deep hole drilling.
- Design Measures for Enhancing Heat Conduction in CFRP Motor Spindle Components.- Influence of thermoelectrically controlled temperature of spindle front bearings on the warm-up time after a spindle stop.- Thermal Error Compensation in Machine Tools Advancing Sustainable Manufacturing: Multidimensional Optimization of the Thermal Behavior of Machine Tools.- Thermal aspects towards the fully compensated machine tool.- Practical Implementation of Complex Thermal Models on NC-Controls.- Reducing thermally induced position and orientation errors of a precision machine tool''s rotary axis due to rotation by using hydrostatic bearings.- Geometric thermal error compensation using assembly submodels enhanced by adaptive learning control.- Development and Integration of Temperature Measurement on a Machining Center for Precision Machining Used for a Data Driven Thermal Distortion Compensation Considering Real Production Conditions.
- Experimental Methods and Measurement Techniques in Machine Tools Ambient influences on thermal errors in machine tools: challenges, modelling and compensation.- Thermally induced volumetric error modelling on large-scale machining centre.- Extension of the Torque Limit Skip Method for Thermal Error Measurement.- Necessary Camera Calibration Accuracy for Vision-Based Thermal Error Measurement in Machine Tools.- Utility of radio transmission probes for identifying non-stationary thermal errors of highperformance spindle units.- Effect of thermal changes on the squareness error between linear axes of machines tools.- Enhancing Thermal Precession of Coordinate Measuring Machine (CMM) through Feed Forward Correction for Shopfloor Metrology.- Simulation Strategies and Digital Twins of Machine Tools Advancing Thermal Control in Machine Tools: The Role of Digital Twins.
- Model-Reduction-Based Temperature Field Reconstruction for Volumetric Error Compensation.- Overcoming Uncertainty With an Ensemble of Physical Models and Real-Time Measurements: Thermal Error Compensation Using Kalman Filters In a Digital Twin.- Simulation-based design of a thermoelectrically temperature-controlled motorized milling spindle.- Mixed-dimensional finite element modelling of passive thermal error compensation systems in machine tools.- Modeling for thermal error of slant bed lathe based on error decomposition and differential equations.- Simulation-Based Approach of Thermal Effects Considering Coolant Application and Axis Movements in the Working Area Through a Coupled CFD Model.- Hybrid thermal modeling approach for the early stages of the machine tool design process.- Strategy for sensor placement to estimate thermal errors using temperature-sensitivity distribution based on a reduced-order model of machine tools.
- Comparisons of model order reduction techniques for efficient thermal simulations.- Finite element analysis of residual stress variations in prestressed fiber-reinforced polymer concrete induced by temperature changes.- Modeling and simulation of the thermal behavior of an electromechanical compact axle.- AI and Data-driven Thermal Analysis NoWarm-Up Required: Initializing Time-Dependent Thermal Error Compensation Models for Machine Tools.- Temperature field prediction and convection coefficient estimation from temperature data using PINNs.- Thermal Error Modeling in CNC Machine Tool Spindles Using Transfer Learning with GRU.- Dynamic active temperature control method based on structure-specific heat dissipationto-generation ratio matching.- A Permutation Test-Based Method for Identifying Thermal Hysteresis Characteristics and Modeling Thermal Errors in Machine Tools.
- Thermal Mechanism-Guided Deep Temporal Convolutional Neural Network For Thermal Error Modeling Of Precision Machine Tool Spindle.