IoT-Enabled Smart Materials

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• Published Subscription Original Research 20 Aug 2026

  Digital Twin-Driven Structural Health Monitoring and Energy Management of IoT-Enabled Energy-Storing Polymer Composites Using Explainable Machine Learning

  By Harish Reddy Gantla, Bhavana R Maale, Diksha Dani, Tejaswini Mallavarapu, Sanjeev Kumar, Manna Sheela Rani Chetty

  Abstract: Energy storing polymer composites are widely utilized in intelligent structural systems, because of their mechanical and electrochemical properties. But, under varying thermo-mechanical and environmental conditions, it is important to have accurate degradation monitoring for real-time industrial process is challenging. In this work, an explainable machine-learning framework for structural health monitoring and adaptive energy management of polymer composites with energy storage capacity is proposed in an IoT environment with the help …

  Published in Journal of Polymer & Composites · Vol. 14, Issue 4, 2026 Read article →