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Hailin Zhang

Shanghai University

149 Yanchang Road

SHANGDA ROAD 99

Shanghai 200072, 200444

China

SCHOLARLY PAPERS

2

DOWNLOADS

68

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Lock-in Amplification Enhanced Network: A Physics-Data Hybrid Strategy for Early Fault Diagnosis of Liquid Rocket Engine Turbopump Bearings

Number of pages: 49 Posted: 05 Dec 2025
Shanghai University, Shanghai University, Ningde Normal University, Ningde Normal University, Shanghai University, affiliation not provided to SSRN, Shanghai University and Shanghai University
Downloads 44 (1,157,785)

Abstract:

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Locked-in Amplifier, Turbopump Bearing, Physics-Data Hybrid Model, Liquid Rocket Engine, Incipient Weak Fault Diagnosis.

2.

Fault Diagnosis Method for Complex Equipment Based on an Artificial Immune Variable-Scale Continual Learning Classification Algorithm

Number of pages: 33 Posted: 13 Nov 2025
Shanghai University, Shanghai University, Ningde Normal University, Ningde Normal University, affiliation not provided to SSRN, Shanghai University, Shanghai University and Shanghai University
Downloads 24 (1,411,822)

Abstract:

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Artificial immune system, Continuous learning, Autoencoder Transformer, Complex equipment