3531 2024 eng 1 13 25 2647 article IOP Publishing Bristol 1 -- -- -- Structural Health Monitoring of civil engineering structures is experiencing an increasing progress in the last decades. The present work focuses mainly on static behaviour of a highway bridge due to environmental temperature effects. The first goal is to compare the results of the finite element simulations to the classical geodesy surveying measurements for deformation monitoring of a large, curved highway bridge. The second goal is to test the applicability of artificial intelligence (AI) methods to predict such deformations online without comprehensive computer simulations. In this context, it is also shown how AI can be used to compensate outage of the measurement system and as an element of a monitoring system for system change detection. Journal of Physics : Conference Series Comparison of geodetic measurements, finite element simulations and AI predictions 1742-6588 1742-6596 10.1088/1742-6596/2647/25/252023 2024-11-06T14:17:40+00:00 sword hisres Creative Commons - CC BY - Namensnennung 4.0 International Richard Lorenz Yuri Petryna deu swd Autobahnbrücke deu swd Künstliche Intelligenz deu swd Umgebungstemperatur Ingenieurwissenschaften FB3 Bauingenieurwesen Import Gold Open Access Fachhochschule Potsdam