Condition monitoring based on partial discharge diagnostics using machine learning methods: A comprehensive state-of-the-art review
This paper presents a state-of-the-art review on machine learning (ML) based intelligent
diagnostics that have been applied for partial discharge (PD) detection, localization, and …
diagnostics that have been applied for partial discharge (PD) detection, localization, and …
Overview and partial discharge analysis of power transformers: A literature review
The high voltage power transformer is the critical element of the power system, which
requires continuous monitoring to prevent sudden catastrophic failures and to ensure an …
requires continuous monitoring to prevent sudden catastrophic failures and to ensure an …
A survey of intelligent transmission line inspection based on unmanned aerial vehicle
Y Luo, X Yu, D Yang, B Zhou - Artificial Intelligence Review, 2023 - Springer
With the development of the new generation of information technology, artificial intelligence,
cloud computing and big data are gradually becoming powerful engines of the smart grid. In …
cloud computing and big data are gradually becoming powerful engines of the smart grid. In …
A junction temperature monitoring method for IGBT modules based on turn-off voltage with convolutional neural networks
Junction temperature monitoring (JTM) is essential for reliability evaluation and health
management for insulated-gate bipolar transistor (IGBT) modules, and thus is extensively …
management for insulated-gate bipolar transistor (IGBT) modules, and thus is extensively …
[PDF][PDF] 数字电网的理念, 架构与关键技术
李鹏， 习伟， 蔡田田， 于浩， 李鹏， 王成山 - 中国电机工程学报, 2022 - epjournal.csee.org.cn
随着以数字技术为代表的第四次工业革命的发展与演进, 将先进数字技术与电力系统深度融合,
建设数字电网是推动实现电网数字化转型的重要路径. 围绕数字电网的基本理念 …
建设数字电网是推动实现电网数字化转型的重要路径. 围绕数字电网的基本理念 …
Automatic fault diagnosis of infrared insulator images based on image instance segmentation and temperature analysis
B Wang, M Dong, M Ren, Z Wu, C Guo… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
As an onsite condition monitoring method, an infrared inspection can help to discover and
analyze abnormal temperature increases in power equipment. For improving the efficiency …
analyze abnormal temperature increases in power equipment. For improving the efficiency …
A review on partial discharge diagnosis in cables: Theory, techniques, and trends
S Govindarajan, A Morales, JA Ardila-Rey… - Measurement, 2023 - Elsevier
Power cables, the most critical component of the power system, must be extremely reliable
in order to avoid revenue losses due to premature failure. The dielectric properties of cable …
in order to avoid revenue losses due to premature failure. The dielectric properties of cable …
Icing-EdgeNet: A pruning lightweight edge intelligent method of discriminative driving channel for ice thickness of transmission lines
The icing monitoring of transmission lines is of great significance to prevent freezing
disasters of transmission lines and ensure the security and stability of power system …
disasters of transmission lines and ensure the security and stability of power system …
A practical solution based on convolutional neural network for non-intrusive load monitoring
A Moradzadeh, B Mohammadi-Ivatloo… - Journal of Ambient …, 2021 - Springer
In recent years, the introduction of practical and useful solutions to solve the non-intrusive
load monitoring (NILM) as one of the sub-sectors of energy management has posed many …
load monitoring (NILM) as one of the sub-sectors of energy management has posed many …
Radiometric partial discharge detection: A review
One of the most common failures or breakdowns that can occur in high-voltage (HV)
equipment is due to partial discharges (PDs). This occurs as a result of inadequate …
equipment is due to partial discharges (PDs). This occurs as a result of inadequate …