Nature

Effectiveness of supervised machine learning models for electrical fault detection in solar PV systems

Recent reports show that there has been a rise in equipment-related outages in the global solar industry. It’s now 3.13% in 2022 and 4.47% in 2023. This caused a loss in annual revenue of about $4.6 ...
Business Wire

MathWorks Introduces Simulink Fault Analyzer and Polyspace Test in MATLAB and Simulink Release 2023b

NATICK, Mass.--(BUSINESS WIRE)--MathWorks unveiled Release 2023b (R2023b) of the MATLAB® and Simulink® product families today. R2023b introduces two new products and several major updates that provide ...
Nature

Enhancing HVDC transmission line fault detection using disjoint bagging and bayesian optimization with artificial neural networks and scientometric insights

DC grid fault protection techniques have previously faced challenges such as fixed thresholds, insensitivity to high-resistance faults, and dependency on specific threshold settings. These limitations ...