Naslov
Recent Applications of Kalman Filters in Structural Deformation Monitoring

Autori
Roić, Miodrag ; Mastelić-Ivić, Siniša ; Wunderlich, Thomas Alexander

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 8th International Conference on Engineering Surveying & 4th Symposium on Engineering Geodesy - INGEO&SIG 2020 / Kopačik, Alojz ; Kyrinovič, Peter ; Erdelyi, Jan ; Paar, Rinaldo ; Marendić, Ante - Zagreb : Hrvatski geološki institut, 2020, 201-210

ISBN
978-953-59018-3-9

Skup
8th International Conference on Engineering Surveying ; 4th Symposium on Engineering Geodesy (INGEO&SIG 2020)

Mjesto i datum
Hrvatska; online, 22.10.2020. - 23.10.2020

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Nije recenziran

Ključne riječi
Kalman filter, construction deformations, dynamic model, kinematic model, terminology

Sažetak
The Kalman filter is an important mathematical tool of continuous adjustment over successive observations for updating and predicting the state of the entire test process. In a kinematic model it describes point displacements by time functions, without relation to causal forces. Technological developments enables the capture of both the causal forces and physical properties of constructions, together with the resulting deformations in a dynamic model, consisting of a causal force as an input signal, transmission through an object as a transfer memory, and an object response as an output signal delayed by memory. This paper gives an overview of the use of deformation models, especially using Kalman filters, in geodetic surveys of current damage detection and defects in constructions for timely response with remediation in order to gain an overview of the implementation of the accepted FIG WG 6.1 deformation model classification and terminology.

Izvorni jezik
Engleski

Znanstvena područja
Geodezija, Građevinarstvo, Interdisciplinarne tehničke znanosti

POVEZANOST RADA