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Research on the fault diagnosis method of offshore oil and gas field equipment combined with deep reinforcement learning

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Mar 26, 2025

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Applied Mathematics and Nonlinear Sciences

Volume 10 (2025): Issue 1 (January 2025)

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Published Online: Mar 26, 2025

Received: Nov 09, 2024

Accepted: Feb 07, 2025

DOI: https://doi.org/10.2478/amns-2025-0804

Keywords
Deep reinforcement learning, Multi-source heterogeneous data, Adaptive NLM algorithm, Equipment fault diagnosis

© 2025 Dexi Zhao et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Zhao, Dexi

Qinhuangdao 32-6 Operating Company, CNOOC (China) Co, LtdChina

Zhu, Feng

Qinhuangdao 32-6 Operating Company, CNOOC (China) Co, LtdChina

Language:: English

Publication timeframe:: 1 times per year
Journal Subjects:: Life Sciences, Life Sciences, other, Mathematics, Applied Mathematics, General Mathematics, Physics, Physics, other

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