8.1. BIM, Big Data and Machine Learning Applications in Tunnelling

Tracks
Trianti Hall
Wednesday, May 17, 2023
11:00 - 13:20
Trianti Hall

Details

Chairs: Hangseok Choi - ITA Vice President, Ulrich Maidl - mtc-Maidl Tunnelconsultants GmbH

Presenter

Agenda Item Image
Ms. Rita Sanfilippo
Bim Manager
Lombardi Engineering Ltd.

The digitalization of the Tunnel Schöneich - Using a Digital Twin to improve operation and maintenance workflows of an existing road tunnel

11:00 - 11:20

Authors:

R. Sanfilippo, P. Canini, E. Carrera, M. Neidhart, R. Eberle, M. Wieland
_______________________________________
Prof. Felipe Ochoa
Faculty
University Of Chile

Settlements in NATM tunnels with deep neural networks

11:20 - 11:40

Authors:

M. Parra, F. Ochoa-Cornejo, F. Hernandez, G. Corral
_______________________________________
Dr. Fabio Panella
Data scientist
Arup

Computer Vision and Machine Learning for Cost-effective Fully Automated Visual Inspection of Tunnels: A Case Study

11:40 - 12:00

Authors:

F. Panella, J. Lucy, E. Fisk, S. T. Huang, Y. Loo
_______________________________________
Mr. Jack Smith
Phd Candidate
University Of Leeds

Deep learning for masonry lined tunnel condition assessment

12:00 - 12:20

Authors:

J. Smith, C. Paraskevopoulou, A. Bedi, M. Invernici
_______________________________________
Mr. Michele Palomba
SWS ENGINEERING SPA

BBT, Lot Mules 2–3. Application of Machine Learning on TBM parameters for Risk Prediction tools

12:20 - 12:40

Authors:

F. Amadini, A. Flor, M. Secondulfo, D. Baliani, F. Cernera, M. La Morgia, A. Mei, F. Sassi
_______________________________________
Dr. Simon Charlemagne
Cetu

BIM modelling of underground structures in the design and operation phases. What can we expect?

12:40 - 13:00

Authors:

S. Charlemagne, F. Robert, M. Macary, J. Doreau-Malioche, C. Banos
_______________________________________

Chair

Hangseok Choi
Korea University

Ulrich Maidl
General Manager
Maidl Tunnelconsultants GmbH & Co.KG

Technical Support

Ioannis Papadopoulos
Convin

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