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Reliability analysis of 1D estimation for TBM operational parameters
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Oveis Farzay*, Marilena Cardu
Underground Space | 2026, 27 : 72 - 91
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Underground Space | 2026, 27: 72-91
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Reliability analysis of 1D estimation for TBM operational parameters
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Oveis Farzay*, Marilena Cardu
Affiliations
  • Environment, Land and Infrastructure Engineering Department, Politecnico di Torino, Torino 10129, Italy
Published: 2026-04-10 doi: 10.1016/j.undsp.2025.10.004
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Accurate TBM performance estimation is essential for effective tunnel design and planning. This study introduces a one-dimensional (1D) estimation model that estimates thrust, torque, power, cutterhead speed, and tool count using only excavation diameter. The model was developed across four TBM types—open, single shield (SS), double shield (DS), and earth pressure balance (EPB)—to isolate the influence of diameter from other variables. Validation against existing models and a 52-case independent dataset confirmed strong correlations: torque scales with the cube of the excavation diameter (R2 = 0.89 for EPB), power grows faster than linearly (R2 = 0.83 for EPB), thrust increases supra-linearly (R2 = 0.79 for EPB), and cutterhead speed decreases with diameter (R2 = 0.87 for open TBM). Tool count grows proportionally. A reliability matrix compares model accuracy and data support, aiding selection based on both fitness and robustness. This 1D model offers fast, consistent estimates for early-stage assessments. While it excludes detailed geological input, it is suited for feasibility studies and preliminary design. Future work will incorporate additional ground and machine parameters and extend validation across a broader range of tunneling conditions to enhance generalizability.

1D model  /  Excavation diameter  /  TBM operational parameters  /  Reliability matrix
Oveis Farzay, Marilena Cardu. Reliability analysis of 1D estimation for TBM operational parameters[J]. Underground Space, 2026 , 27 : 72 -91 . DOI: 10.1016/j.undsp.2025.10.004
Year 2026 volume 27 Issue 0
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Article Info
doi: 10.1016/j.undsp.2025.10.004
  • Receive Date:2025-05-21
  • Online Date:2026-06-17
  • Published:2026-04-10
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  • Received:2025-05-21
  • Revised:2025-09-04
  • Accepted:2025-10-28
Affiliations
    Environment, Land and Infrastructure Engineering Department, Politecnico di Torino, Torino 10129, Italy

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* Corresponding author. E-mail address: (O. Farzay).
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
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Genus
种数
Number of
species
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Percentage of total
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鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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