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Summary of insulator defect detection based on deep learning
J Liu, MM Hu, JY Dong, X Lu - Electric Power Systems Research, 2023 - Elsevier
Insulator is a kind of key electrical equipment in transmission line. Its long-term operation in
strong electric field, high temperature sunshine, mechanical stress, humidity, dirt and other …
strong electric field, high temperature sunshine, mechanical stress, humidity, dirt and other …
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 …
An advanced unmanned aerial vehicle (UAV) approach via learning-based control for overhead power line monitoring: A comprehensive review
Detection and prevention of faults in overhead electric lines is critical for the reliability and
availability of electricity supply. The disadvantages of conventional methods range from …
availability of electricity supply. The disadvantages of conventional methods range from …
A detection and recognition system of pointer meters in substations based on computer vision
Y Liu, J Liu, Y Ke - Measurement, 2020 - Elsevier
In order to develop unattended intelligent substations, numerous automatic meter reading
methods have been proposed with the invention of inspection robots. However, most …
methods have been proposed with the invention of inspection robots. However, most …
[HTML][HTML] Design of thermal imaging-based health condition monitoring and early fault detection technique for porcelain insulators using Machine learning
The inspection of insulator faults is an important task to prevent catastrophic failures in the
operation of an electric substation. Manual inspection of overhead power line insulators can …
operation of an electric substation. Manual inspection of overhead power line insulators can …
Fault diagnosis of power transmission lines using a UAV-mounted smart inspection system
Fault diagnosis of power transmission systems (PTSs) is crucial for ensuring the reliability of
power grids because most grids are exposed to harsh environments. For integrity diagnosis …
power grids because most grids are exposed to harsh environments. For integrity diagnosis …
[ΒΙΒΛΙΟ][B] Control and estimation of dynamical nonlinear and partial differential equation systems: Theory and Applications
Robotic and mechatronic systems, autonomous vehicles, electric power systems and smart
grids, as well as manufacturing and industrial production systems can exhibit complex …
grids, as well as manufacturing and industrial production systems can exhibit complex …
Strategic roadmap** of robotics technologies for the power industry: A multicriteria technology assessment
This paper presents an application of a strategic technology management tool in the power
sector. Technology Development Envelope is an extension of hierarchical decision …
sector. Technology Development Envelope is an extension of hierarchical decision …
Robotics in power systems: Enabling a more reliable and safe grid
Power systems face numerous challenges to address the growing need for sustainable
energy worldwide. Several tasks directly focused on power systems operations can be either …
energy worldwide. Several tasks directly focused on power systems operations can be either …
PLE-Net: Automatic power line extraction method using deep learning from aerial images
Automatic power line extraction is a crucial task for the safe navigation of inspection robots.
Nevertheless, power lines are always against complicated natural backgrounds which bring …
Nevertheless, power lines are always against complicated natural backgrounds which bring …