TBM anomaly detection residual network

98.5% accuracy in geological transitions

Captures both sudden anomalies and gradual degradation, outperforming existing methods in geological and curve transition scenarios.

Yuntian, Bai · Zhao, Honghua · Haotian, Tang · Zhi, Jia · Yang, Liu · Zhi, Jia

Measurement: Journal of the International Measurement Confederation 2026

Specifications

地质过渡工况下准确率

{'zh': '98.5', 'en': ''} %

曲线过渡工况下准确率

{'zh': '96.8', 'en': ''} %

dimensionality reduction achieves

{'zh': '95', 'en': '89.3'} %

of in accuracy

{'zh': '1.0', 'en': '4.7'} %