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Yunpeng Cao

Harbin Engineering University

Harbin, 150001

China

SCHOLARLY PAPERS

4

DOWNLOADS

94

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Gas Turbine Anomaly Detection Using a Spatial–Temporal Feature–Enhanced Fusion Network

Number of pages: 26 Posted: 02 Jan 2025
Xiaoyu Han, Yunpeng Cao, Hao Wang and Weixing Feng
Harbin Engineering University, Harbin Engineering University, China Ship Research and Development Academy and Harbin Engineering University
Downloads 46 (1,109,210)

Abstract:

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gas turbine, anomaly detection, Spatial-temporal feature, Baseline model, dynamic thresholding

2.

A Physics-Informed Machine Learning Enhanced Data Reconciliation Method for Gas Turbine Sensor Fault Diagnosis

Number of pages: 31 Posted: 16 Apr 2026
Ran Ao, Yunpeng Cao, Yujia Ma and Shuying Li
Harbin Engineering University, Harbin Engineering University, Harbin Engineering University and Harbin Engineering University
Downloads 23 (1,424,331)

Abstract:

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Sensor fault diagnosis, Data reconciliation, Physics-informed machine learning, Gas turbine

3.

Remaining Useful Life Prediction of Engines Based on Deep Spatiotemporal Features and Physics-aware Trajectory Matching

Number of pages: 20 Posted: 10 Jun 2026
affiliation not provided to SSRN, Harbin Engineering University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 15

Abstract:

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Remaining Useful Life, Health states, Trajectory similarity, Spatial-temporal feature

4.

Domain-Invariant Gearbox Anomaly Detection under Varying Operating Conditions: A Hybrid Framework via Deep-VIB Feature Decoupling and Cross-Domain Isolation Forest

Number of pages: 24 Posted: 06 May 2026
affiliation not provided to SSRN, Harbin Engineering University, Harbin Engineering University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 10 (1,561,096)

Abstract:

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Prognostics and Health Management (PHM), Anomaly Detection, Deep Variational Information Bottleneck (DeepVIB), Overlap-Add method, Isolation Forest.