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   Articles with "tbm performance" as a keyword



TBM performance prediction developing a hybrid ANFIS-PNN predictive model optimized by imperialism competitive algorithm

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recommendations! Published in 2021 at "Neural Computing and Applications"

DOI: 10.1007/s00521-021-06217-x

Abstract: A reliable and accurate prediction of the tunnel boring machine (TBM) performance can assist in minimizing the relevant risks of high capital costs and in scheduling tunneling projects. This research aims to develop a novel… read more here.

Keywords: tbm performance; model; anfis pnn; performance ... See more keywords

Sensitivity of TBM’s Performance to Structural, Control and Geological Parameters Under Different Prediction Models

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recommendations! Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2894462

Abstract: In general design and analysis of a tunnel boring machine (TBM), many analytical models are proposed to predict the TBM’s performance. Various models may result in different performance predictions for the same TBM excavating under… read more here.

Keywords: different prediction; prediction models; tbm performance; prediction ... See more keywords

Prediction of TBM performance based on specific energy

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recommendations! Published in 2020 at "Geomechanics and Engineering"

DOI: 10.12989/gae.2020.22.6.489

Abstract: This study proposes a new empirical model to effectively predict the excavation performance of a shield tunnel boring machine (TBM). The TBM performance is affected by the geological and geotechnical characteristics as well as the… read more here.

Keywords: specific energy; performance; tbm performance; prediction ... See more keywords

TBM Performance Prediction Using Statistical and Machine Learning Algorithms: Case Study of Slurry TBM Used in Mumbai Metro Rail Tunnel Line–3 (UGC-03), India

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recommendations! Published in 2025 at "Journal Of The Geological Society Of India"

DOI: 10.17491/jgsi/2025/174077

Abstract: Estimating the performance of a tunnel boring machine (TBM) is vital for enhancing mining productivity and reducing tunnelling operations-related risks. Penetration rate (PR) is the most prominent TBM performance indicator, which majorly influences the project… read more here.

Keywords: slurry tbm; machine; performance; tbm ... See more keywords

A Visual Survey of Tunnel Boring Machine (TBM) Performance in Tunneling Excavation: Mainstream Direction, Brief Review and Future Prospects

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recommendations! Published in 2024 at "Applied Sciences"

DOI: 10.3390/app14114512

Abstract: This study employs scientometric analysis to investigate the current trajectory of research on tunnel boring machine (TBM) performance and collaborative efforts. Utilizing software tools like Pajek 5.16 and VOSviewer 1.6.18, it scrutinizes literature from 2000… read more here.

Keywords: machine tbm; tunnel boring; tbm; tbm performance ... See more keywords