Artificial intelligence methods for applied superconductivity: material, design, manufacturing, testing, operation, and condition monitoring

M Yazdani-Asrami, A Sadeghi, W Song… - Superconductor …, 2022 - iopscience.iop.org
More than a century after the discovery of superconductors (SCs), numerous studies have
been accomplished to take advantage of SCs in physics, power engineering, quantum …

High temperature superconducting cables and their performance against short circuit faults: current development, challenges, solutions, and future trends

M Yazdani-Asrami, S Seyyedbarzegar… - Superconductor …, 2022 - iopscience.iop.org
Along with advancements in superconducting technology, especially in high-temperature
superconductors (HTSs), the use of these materials in power system applications is gaining …

GRNN inverse system based decoupling control strategy for active front steering and hydro-pneumatic suspension systems of emergency rescue vehicle

F Xu, C Zhou, X Liu, J Wang - Mechanical Systems and Signal Processing, 2022 - Elsevier
Aiming at eliminating the mutual interference and coupling between the active front steering
(AFS) and hydro-pneumatic suspension (HPS) subsystems of the emergency rescue …

Defect detection for the insulation layer of bent aircraft cables based on ultrasonic guided waves

Z Qu, Q Zhang, Y Fu, Y An, C Chen… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The damage of aircraft cables is a major issue in the aerospace industry, which usually
starts from insulation layer defect and can lead to serious casualties and financial losses. In …

Condition monitoring of 154 kV HTS cable systems via temporal sliding LSTM networks

GS Lee, SS Bang, HA Mantooth, YJ Shin - IEEE Access, 2020 - ieeexplore.ieee.org
High-temperature superconducting (HTS) cables are expected to be installed in cable
tunnels that are already constructed in urban districts. Therefore, the installation of normal …

Detection of series faults in high-temperature superconducting DC power cables using machine learning

JH Choi, C Park, P Cheetham, CH Kim… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
A novel method to detect series faults in multi-strand high-temperature superconducting
(HTS) power cables, based on monitoring the transmission characteristics as an indirect way …

Reinforcement Learning-Based Automation of Time-Frequency Domain Reflectometry

SS Bang, GY Kwon - IEEE Transactions on Industrial …, 2023 - ieeexplore.ieee.org
Advanced reflectometry, which can be used to estimate the location of defects in electrical
cables with high accuracy, has undergone continuous development based on advanced …

Condition monitoring technique of HTS cable via tangent distance-based template matching coefficient

GY Kwon, YJ Shin - IEEE Transactions on Applied …, 2021 - ieeexplore.ieee.org
To obtain reliable operating of HTS cable system, temperature and pressure are commonly
used as condition monitoring parameters. However, the sensors for the parameters are …

Abnormality monitoring for three-phase HTS cable via time-frequency domain reflectometry

SS Bang, YJ Shin - IEEE Transactions on Applied …, 2021 - ieeexplore.ieee.org
With the advent of commercialization in high temperature superconducting (HTS) cable
systems, maintenance techniques for the HTS cable systems are required. In the HTS cable …

Time-frequency domain reflectometry for live HTS cable system via inductive couplers and neural network

YH Lee, YJ Shin - IEEE Transactions on Applied …, 2021 - ieeexplore.ieee.org
High-temperature superconducting (HTS) cable has become one of the most promising
technology along with an adaptation of a unique superconducting conductor that allows long …