Search Results for author: Jiayan Fang

Found 3 papers, 0 papers with code

A Fuzzy Reinforcement LSTM-based Long-term Prediction Model for Fault Conditions in Nuclear Power Plants

no code implementations13 Nov 2024 Siwei Li, Jiayan Fang, Yichun Wua, Wei Wang, Chengxin Li, Jiangwen Chen

Early fault detection and timely maintenance scheduling can significantly mitigate operational risks in NPPs and enhance the reliability of operator decision-making.

Anomaly Detection Decision Making +3

Research on an intelligent fault diagnosis method for nuclear power plants based on ETCN-SSA combined algorithm

no code implementations11 Nov 2024 Jiayan Fang, Siwei Li, Yichun Wu

This paper proposes a novel intelligent fault diagnosis method for NPPs that combines enhanced temporal convolutional network (ETCN) with sparrow search algorithm (SSA).

Fault Diagnosis

Weighted Laplacian and Its Theoretical Applications

no code implementations23 Nov 2019 Shijie Xu, Jiayan Fang, Xiang-Yang Li

In this paper, we develop a novel weighted Laplacian method, which is partially inspired by the theory of graph Laplacian, to study recent popular graph problems, such as multilevel graph partitioning and balanced minimum cut problem, in a more convenient manner.

Clustering graph partitioning

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