[HTML][HTML] Breaking new ground: Opportunities and challenges in tunnel boring machine operations with integrated management systems and artificial intelligence
Advances in tunnel boring machines (TBM) have leveraged applied artificial intelligence to
promote sustainable and automatic tunneling construction. This paper highlights the …
promote sustainable and automatic tunneling construction. This paper highlights the …
Reinforcement learning for the face support pressure of tunnel boring machines
In tunnel excavation with boring machines, the tunnel face is supported to avoid collapse
and minimise settlement. This article proposes the use of reinforcement learning, specifically …
and minimise settlement. This article proposes the use of reinforcement learning, specifically …
[HTML][HTML] Towards reinforcement learning-driven TBM cutter changing policies
TF Hansen, GH Erharter, T Marcher - Automation in Construction, 2024 - Elsevier
Optimizing the cutter changing process for tunnel boring machines (TBMs) is crucial for
minimizing maintenance costs and maximizing excavation efficiency. This paper introduces …
minimizing maintenance costs and maximizing excavation efficiency. This paper introduces …
Digitally Empowered Geo-Engineering Toolbox: From AI-Driven Lab Data Interpretation, BIM Ground Modelling to Parametric Design
GH Erharter - International Conference on Inforatmion Technology in …, 2024 - Springer
For over 30 years, digital advancements have transformed the world, and geoengineering is
no exception. From readily available aerial data to machine learning-powered soil analysis …
no exception. From readily available aerial data to machine learning-powered soil analysis …
Digital twin and AI enabled predictive maintenance in building industry
W Hu - 2024 - dr.ntu.edu.sg
The rapid advancement of information and communication technologies (ICT) and artificial
intelligence (AI) has catalysed a significant shift in maintenance practices within the building …
intelligence (AI) has catalysed a significant shift in maintenance practices within the building …