[HTML][HTML] Antenna contactless partial discharges detection in covered conductors using ensemble stacking neural networks
High impedance faults caused by vegetation are difficult to detect when covered conductors
in medium voltage overhead power lines are used. Long-term contact of XLPE insulation …
in medium voltage overhead power lines are used. Long-term contact of XLPE insulation …
[图书][B] Smart Grid Sensors: Principles and Applications
H Mohsenian-Rad - 2022 - books.google.com
Discover the ever-growing field of smart grid sensors, covering traditional and state-of-the-
art sensor technologies, as well as data-driven and intelligent methods for using sensor …
art sensor technologies, as well as data-driven and intelligent methods for using sensor …
Interpretable detection of partial discharge in power lines with deep learning
Partial discharge (PD) is a common indication of faults in power systems, such as generators
and cables. These PDs can eventually result in costly repairs and substantial power …
and cables. These PDs can eventually result in costly repairs and substantial power …
TBMF framework: A transformer-based multilevel filtering framework for PD detection
N Xu, W Wang, J Fulneček, O Kabot… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Partial discharge (PD) of overhead lines is an indication of imminent dielectric breakdown
and a cause of insulation degradation. Efficient PD detection is the significant foundation of …
and a cause of insulation degradation. Efficient PD detection is the significant foundation of …
Fault detection for covered conductors with high-frequency voltage signals: From local patterns to global features
The detection and characterization of partial discharge (PD) are crucial for the insulation
diagnosis of overhead lines with covered conductors. With the release of a large dataset …
diagnosis of overhead lines with covered conductors. With the release of a large dataset …
Long short term memory based deep learning method for fault power line detection in a MV overhead lines with covered conductors
D Ahmad, S Wang, M Alam - 2020 21st National Power …, 2020 - ieeexplore.ieee.org
The progress in computation power has motivated neural network based solutions in a
diverse area of study. Partial discharges (PD) detection is a very old challenge for power …
diverse area of study. Partial discharges (PD) detection is a very old challenge for power …
A simple method for tree fall detection on medium voltage overhead lines with covered conductors
J Fulneček, S Mišák - IEEE Transactions on Power Delivery, 2020 - ieeexplore.ieee.org
Covered conductors are an alternative to aluminum core steel reinforced medium voltage
overhead lines in forested terrains. The covered conductors are highly reliable due to the …
overhead lines in forested terrains. The covered conductors are highly reliable due to the …
On-line partial discharge localization of 10-kV covered conductor lines
Y Yan, Y Zhao, W He, IS Stievano… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This paper proposes an innovative partial discharge (PD) location technique for overhead
electrical power distribution networks. It is aimed at improving the condition-based …
electrical power distribution networks. It is aimed at improving the condition-based …
Data mining on extremely long time-series
S Simmons, L Jarvis, D Dempsey… - … Conference on Data …, 2021 - ieeexplore.ieee.org
The crux of machine learning for time-series revolves around the engineering of relevant
features as inputs into a predictive model. Such features are designed to capture the …
features as inputs into a predictive model. Such features are designed to capture the …
Towards the character and challenges of partial discharge pattern data measured on medium voltage overhead lines
To detect a fault behavior on medium voltage overhead lines is the key motivation of our
research that produced several different metering devices, various long-time real …
research that produced several different metering devices, various long-time real …