Roadmap on artificial intelligence and big data techniques for superconductivity

M Yazdani-Asrami, W Song, A Morandi… - Superconductor …, 2023 - iopscience.iop.org
This paper presents a roadmap to the application of AI techniques and big data (BD) for
different modelling, design, monitoring, manufacturing and operation purposes of different …

Smart fault detection of HTS coils using artificial intelligence techniques for large-scale superconducting electric transport applications

M Yazdani-Asrami, L Fang, X Pei… - … Science and Technology, 2023 - iopscience.iop.org
Superconducting coil is an essential and critical component in any superconducting
apparatus used in large-scale power applications such as in superconducting machines of …

[HTML][HTML] Estimation of critical current density of bulk superconductor with artificial neural network

G Wu, H Yong - Superconductivity, 2023 - Elsevier
In the applications of superconducting materials, the critical current density J c B is a crucial
performance parameter. The conventional method of measuring J c B of bulk …

[HTML][HTML] Critical current parameterization of high temperature superconducting tapes: A novel approach based on fuzzy logic

NVU Suresh, A Sadeghi, M Yazdani-Asrami - Superconductivity, 2023 - Elsevier
In this study a novel method was presented to parameterize the critical current of Yttrium
Barium Copper Oxide (YBCO) tapes based on their width, thickness, magnetothermal …

Artificial intelligence-driven model for resistive superconducting fault current limiter in future electric aircraft

D Yan, A Sadeghi, M Yazdani-Asrami… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Fast and accurate electrothermal characterization of superconducting fault current limiters
(SFCLs) is critically important for their performance evaluation. At the design stage of the …

[HTML][HTML] Electromagnetic, cooling, and strain-based multi-objective optimization of superconducting magnetic energy storage unit for power grid applications

A Sadeghi, A Morandi, M Yazdani-Asrami - Journal of Energy Storage, 2024 - Elsevier
Based on the requirements of microgrids and Uninterruptible Power Supply systems, an MJ-
class energy storage device is necessary to enhance the stability of microgrids during power …