研究论文
Multi-granularity learning-based intelligent decision-making method for equipment operation and maintenance on large-scale knowledge graphs
Zhengping Zhang, Ying Peng, Bo Yang, Kaze Du, Shilong Wang, Jiandong Wei
Chongqing University State Key Laboratory of Mechanical Transmission
来源Reliability Engineering & System Safety
年份2026
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学术脉络
学科主题
计算机 / AIAdvanced Graph Neural Networks
Machine Fault Diagnosis Techniques · Reliability and Maintenance Optimization
参考文献 29
Human-level control through deep reinforcement learning
被引 30,189Volodymyr Mnih, Koray Kavukcuoglu, David Silver · Nature · 2015
Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network
被引 5,663Alexander Semyon Sherstinsky · Physica D Nonlinear Phenomena · 2020
A systematic literature review of machine learning methods applied to predictive maintenance
被引 1,582Thyago Peres Carvalho, Fabrizzio Alphonsus Alves de Melo Nunes Soares, Roberto Oliveira Vita · Computers & Industrial Engineering · 2019
此处列出前 3 条
引用本文 4
HERO: A hybrid expert-relational ontology framework for robust decision-making in the risk management of socio-technical systems
被引 3Kamran Gholamizadeh, Hans J. Pasman · Reliability Engineering & System Safety · 2026
Study on an integrated model for predicting decision-making level combining SACADA database and machine learning in nuclear power plants
被引 0Jianjun Jiang, Liaozi Xi, Chao Wu · Reliability Engineering & System Safety · 2026
Operation and maintenance method for high-voltage switchgear based on dynamic incremental updating
被引 0Jun Xie, Y LIU, Chunxin Wang · Electric Power Systems Research · 2026
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