reviewAdvanced ScienceApr 25, 2025GOLD OA

AI‐Driven TENGs for Self‐Powered Smart Sensors and Intelligent Devices

Mangalore University · Heriot-Watt University

PubMed
Indexed incrossrefdoajpubmed

Abstract

Triboelectric nanogenerators (TENGs) are emerging as transformative technologies for sustainable energy harvesting and precision sensing, offering eco-friendly power generation from mechanical motion. They harness mechanical energy while enabling self-sustaining sensing for self-powered devices. However, challenges such as material optimization, fabrication techniques, design strategies, and output stability must be addressed to fully realize their practical potential. Artificial intelligence (AI), with its capabilities in advanced data analysis, pattern recognition, and adaptive responses, is revolutionizing fields like healthcare, industrial automation, and smart infrastructure. When integrated with TENGs,…

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