1 publication

• Published Subscription Original Research Special issue 14 Aug 2025

  ML-Driven Defect Detection in Additive Manufacturing of Polymer Composites Using Thermal Imaging

  By Harish Reddy Gantla, Vadakattu Prabhakar, Harish Chandra Mohanta, A. Anandhan, Parul Goyal, Radha Seelaboyina

  Abstract: Polymer-based flexible biosensors have emerged as a pivotal technology in continuous health monitoring, yet their deployment in real-world settings is often hindered by undetected micro-defects and signal distortion caused during fabrication or usage. Existing diagnostic frameworks typically rely on post-hoc processing or bulky instrumentation, failing to offer scalable, real-time detection during additive manufacturing workflows. This study introduces an end-to-end, thermographic imaging-integrated framework for in-situ defect identification during the additive manufacturing …

  Published in Journal of Polymer & Composites · Vol. 13, Issue 6, 2025 · pp. 201–215 Read article →