MUMBAI, India, June 26 -- Intellectual Property India has published a patent application (202521129836 A) filed by Dkte Societys Textile And Engineering Institute; Mrs. Shital Vijay Mithalkar; Mohammad Farooq A. Shaikh; Sahil Sanju Pawar; Pankaj Jaywant Patil; and Gaurav Nimankar on December 22, 2025, for Adaptive Ai-Driven Textile Inspection Apparatus With Environmental Contextual Gsm Analysis.
Inventors include Mrs. Shital Vijay Mithalkar; Mohammad Farooq A. Shaikh; Sahil Sanju Pawar; Pankaj Jaywant Patil; and Gaurav Nimankar.
The application for the patent was published on June 19, 2026, under issue no. 25/2026.
Abstract: Adaptive AI-Driven Textile Inspection Apparatus with Environmental Contextual GSM Analysis This invention describes an adaptive artificial intelligence-based textile inspection apparatus configured to perform real-time defect detection and quality evaluation under variable manufacturing conditions. The apparatus employs multi-sensor integration and environment-responsive operational modes to dynamically adjust inspection thresholds in response to humidity, airborne particulates, lighting variations, and residual fabric moisture. A novel moisture-compensated grams-per-square-meter (GSM) estimation method combining infrared scattering with microwave moisture sensing enables accurate dry weight determination without destructive drying procedures. The system further incorporates a structural recovery tracking function for evaluating latent mechanical stresses introduced during calendaring, stretching, or heat-setting, thereby preventing delayed quality failures. A hazard-linked predictive analysis module correlates recurring defect patterns with environmental or operational conditions, while geo-profiled adaptive learning ensures accurate interpretation across climate-specific and site-specific manufacturing environments. Wireless communication facilitates integration with mobile platforms, factory management systems, and cloud databases. The apparatus thereby enhances inspection accuracy, reduces rework, and improves efficiency in textile production.
Disclaimer: Curated by HT Syndication.
