Скачать или смотреть ESD Lab, TI’s Analog Front End for Machine Learning Arc Fault Protection

In this video, we explore Texas Instruments’ TIDA-010955 analog front end for DC arc detection in solar applications, enhanced by edge artificial intelligence. Designed to meet rising safety standards in photovoltaic systems, the board identifies dangerous DC arcs by analyzing high-frequency noise in the current line. Unlike traditional detection methods, the integrated AI model improves accuracy while reducing computational effort. Built on the C2000 control card platform, the board supports four independent channels, offering isolation, filtering, and high-speed ADC conversion. With tools for data collection, AI training, and validation, this solution delivers a reliable and intelligent approach to protecting solar installations.