Modelling CCT-Diagrams of Engineering Steels using Neural Networks.

摘要

Contents: Introduction; Artificial Neural Networks; The Prediction of the Strip Temperature After the Last Finishing Stand; A First Approach of the Modeling of the Continuous Cooling Transformation Diagram; Evaluation of a Semi-Physical Phase Transformation Model for Engineering Steels using Measured CCT-Diagrams; The Reproduction of a Semi-Physical Phase Transformation Model with a Neural Network; A Neural Network Model for the Calculation of the Phase Regions of the CCT-Diagram of Low Alloy Steels; A Neural Network Model for the Fractions of Microstructural Components and Hardness after Cooling of Low-Alloyed Steels; Summary; Samenvatting; Dankwoord; List of Publications; Curriculum Vitae.