Case studies

Revolutionizing Textile Recycling with ASUS IoT Edge AI

A textile recycling product line at left-hand side with 3-page document preview on at right-hand side to show it is a white paper studying Edge AI applications in smart factory.

ASUS IoT is driving a smarter, greener, and more efficient recycling industry

Whitepaper Summary

The textile recycling industry is facing a critical challenge—accurately identifying and sorting fabrics based on fiber composition. Traditional methods often lack precision, resulting in resource waste, inefficiencies, and missed sustainability goals.

ASUS IoT is transforming textile recycling with cutting-edge Edge AI solutions powered by industrial-grade systems including the PE3000G, PE2100U, and PE8000G. These rugged, fanless devices integrate advanced CNN models and intelligent sensor connectivity to enable real-time classification and sorting of textiles. By automating fiber recognition and streamlining the recycling workflow, ASUS Edge AI systems deliver smarter sorting, seamless connectivity, and enhanced operational efficiency.

This white paper showcases how ASUS IoT’s AI-driven approach helps recycling facilities optimize material recovery, reduce waste, and accelerate the path to a circular economy—making smart, sustainable recycling a reality.

Download Whitepaper to:

Discover how ASUS Edge AI platforms enhance textile sorting precision through real-time fiber detection and classification
Learn how PE3000G, PE2100U, and PE8000G support rugged, fanless deployment in demanding recycling environments
Explore how CNN-based models and sensor integration create smarter, more connected, and sustainable textile recycling solutions