Intelligent fault diagnosis in power distribution networks using LSTM-DenseNet network
L Ji, X Tian, Z Wei, D Zhu - Electric Power Systems Research, 2025 - Elsevier
This paper introduces a novel fault diagnosis method that combines DenseNet and Long
Short-Term Memory (LSTM) networks. The DenseNet utilizes its unique dense block …
Short-Term Memory (LSTM) networks. The DenseNet utilizes its unique dense block …
[HTML][HTML] Incipient Fault Detection and Recognition of China Railway High-Speed (CRH) Suspension System Based on Probabilistic Relevant Principal Component …
K Feng, Y Wu, Y Zhou, Y Zhou - Machines, 2024 - mdpi.com
As a crucial component of CRH (China Railway High-speed) trains, the safety and stability of
the suspension system are of paramount importance to the overall vehicle system. Based on …
the suspension system are of paramount importance to the overall vehicle system. Based on …
Fault Detection and Classification in Power Transmission Lines Using Discrete Wavelet Transform-Based Swish Recurrent Neural Network
N Narasimhulu, MDM Irfan… - 2024 Third …, 2024 - ieeexplore.ieee.org
Transmission lines are an essential power grid component that is responsible for managing
electricity from a production station to consumers and substations. The power network's …
electricity from a production station to consumers and substations. The power network's …
Power Transmission Line Fault Diagnosis Using Discrete Wavelet Transform
In this paper, a new method for detecting short-circuit faults on transmission lines using
discrete wavelet transform (DWT) is proposed. This work presents a single-ended based …
discrete wavelet transform (DWT) is proposed. This work presents a single-ended based …
A new intelligent scheme for short-circuit detection, classification and location in power transmission lines with the PV generation presence
S Behilil, M Hendel, IS Bousmaha… - Studies in …, 2024 - ojs.studiespublicacoes.com.br
Transmission lines constitute critical energy infrastructure in an electrical installation, as they
ensure a reliable and efficient energy transition. However, they are prone to breakdowns …
ensure a reliable and efficient energy transition. However, they are prone to breakdowns …