1 publication

• Published Subscription Original Research Special issue 9 Sep 2025

  ML-Enhanced Smart Sensing Framework for IoT- Based Structural Health Monitoring Using Conductive Polymer Composites

  By Nagaraj G., Amaravarapu Pramod Kumar, Basavaraju Kachapuram, Muthukumar Subramanian, Ashish Avasthi, Gandikota Dhana Lakshmi

  Abstract: The growing demand for intelligent structural health monitoring (SHM) in dynamic infrastructures necessitates flexible sensing systems that are not only mechanically robust but also capable of real-time interpretation. Conventional SHM frameworks often rely on brittle sensor configurations and cloud-dependent processing pipelines, which suffer from latency, limited durability, and poor adaptability under variable loading conditions. Despite recent advances in composite materials and machine learning, current approaches lack a unified framework that …

  Published in Journal of Polymer & Composites · Vol. 13, Issue 6, 2025 · pp. 348–369 Read article →