Course Contents
Fundamentals of parametric modelling of deformation processes
Parametric models: quantification of the physical structure ("white box") of a deformation process on the basis of ordinary differential equations, state space methodology
Coupling of dynamic "white box" deformation models and measurements: fundamentals of parametric identification of deformation models by building monitoring
Possibilities of predicting and evaluating future deformation states
Introduction to Kalman-filtering
Extension to the adaptive Kalman-filter for the estimation of physical parameters of "white box" models / model calibration
Literature
Möser/Müller/Schlemmer/Werner: Handbuch Ingenieurgeodäsie – Grundlagen
Möser/Müller/Schlemmer/Werner: Handbuch Ingenieurgeodäsie – Überwachungsmessungen
Schrick: Anwendungen der Kalman-Filter-Technik
Gelb: Applied Optimal Estimation
Preconditions
Structural Monitoring I
Online Offerings
Moodle
Fundamentals of parametric modelling of deformation processes
Parametric models: quantification of the physical structure ("white box") of a deformation process on the basis of ordinary differential equations, state space methodology
Coupling of dynamic "white box" deformation models and measurements: fundamentals of parametric identification of deformation models by building monitoring
Possibilities of predicting and evaluating future deformation states
Introduction to Kalman-filtering
Extension to the adaptive Kalman-filter for the estimation of physical parameters of "white box" models / model calibration
Literature
Möser/Müller/Schlemmer/Werner: Handbuch Ingenieurgeodäsie – Grundlagen
Möser/Müller/Schlemmer/Werner: Handbuch Ingenieurgeodäsie – Überwachungsmessungen
Schrick: Anwendungen der Kalman-Filter-Technik
Gelb: Applied Optimal Estimation
Preconditions
Structural Monitoring I
Online Offerings
Moodle
- Lehrende: Andreas Eichhorn
Semester: WT 2023/24