Resource Recycling
  • The Latest
  • Analysis
    • All
    • Certification Scorecard
    • Industry Announcements
    • Opinion

    Certification scorecard for the week of Feb. 16, 2026

    Sims Lifecycle leverages hyperscale decommissioning

    Sims Lifecycle leverages hyperscale decommissioning

    The electronics recycling industry is undergoing a transformation from labor-intensive manual operations to highly automated, AI-driven facilities that use advanced robotics, cleaner chemistry and digital tracking systems to extract critical materials.

    The cyber-physical MRF: AI and robotics reshape e-waste recovery

    Certification scorecard for the week of Feb. 9, 2026

    Meta-Corning deal signals IT hardware retirement wave

    Meta-Corning deal signals IT hardware retirement wave

    Malaysia clamps down on illegal e-waste imports amid probes

    Malaysia clamps down on illegal e-waste imports amid probes

    URT builds alliance to remake electronics plastics at scale

    ICYMI: Top 5 e-scrap stories from January 2026

    The electronics recycling industry is undergoing a transformation from labor-intensive manual operations to highly automated, AI-driven facilities that use advanced robotics, cleaner chemistry and digital tracking systems to extract critical materials.

    Certification scorecard for the week of Feb. 2, 2026

    Auditors warn EU may fall short on critical metals

    Auditors warn EU may fall short on critical metals

  • Conferences
  • Publications

    Other Topics

    Textiles
    Organics
    Packaging
    Glass
    Brand Owners

    Metals
    Technology
    Research
    Markets
    Grant Watch

    All Topics

Subscribe
No Result
View All Result
Resource Recycling
  • The Latest
  • Analysis
    • All
    • Certification Scorecard
    • Industry Announcements
    • Opinion

    Certification scorecard for the week of Feb. 16, 2026

    Sims Lifecycle leverages hyperscale decommissioning

    Sims Lifecycle leverages hyperscale decommissioning

    The electronics recycling industry is undergoing a transformation from labor-intensive manual operations to highly automated, AI-driven facilities that use advanced robotics, cleaner chemistry and digital tracking systems to extract critical materials.

    The cyber-physical MRF: AI and robotics reshape e-waste recovery

    Certification scorecard for the week of Feb. 9, 2026

    Meta-Corning deal signals IT hardware retirement wave

    Meta-Corning deal signals IT hardware retirement wave

    Malaysia clamps down on illegal e-waste imports amid probes

    Malaysia clamps down on illegal e-waste imports amid probes

    URT builds alliance to remake electronics plastics at scale

    ICYMI: Top 5 e-scrap stories from January 2026

    The electronics recycling industry is undergoing a transformation from labor-intensive manual operations to highly automated, AI-driven facilities that use advanced robotics, cleaner chemistry and digital tracking systems to extract critical materials.

    Certification scorecard for the week of Feb. 2, 2026

    Auditors warn EU may fall short on critical metals

    Auditors warn EU may fall short on critical metals

  • Conferences
  • Publications

    Other Topics

    Textiles
    Organics
    Packaging
    Glass
    Brand Owners

    Metals
    Technology
    Research
    Markets
    Grant Watch

    All Topics

Subscribe
No Result
View All Result
Resource Recycling
No Result
View All Result
Home Plastics

RIT researchers develop AI-based textile recycling system

Andrew HawthornebyAndrew Hawthorne
July 2, 2025
in Plastics
RIT researchers develop AI-based textile recycling system
An AI-powered recycling system at the Rochester Institute of Technology can identify non-recyclable components of clothing and can detect the fiber composition of the whole item. | Kostikova Natalia/Shutterstock

Researchers at the Rochester Institute of Technology are developing a high-speed automated system to disassemble and recycle clothing.

The process uses lasers and an AI-system to identify non-recyclable materials and cut them off the recyclable cloth, then sorts the cloth to be recycled. The system can identify large non-recyclable parts, like buttons and zippers, and find the fiber composition of the whole item, according to an article by RIT.

The system uses an AI program developed by research team members Sri Priya Das and associate research professor Abu Islam. The AI can recognize details such as logos, collars, and cuffs to identify what the item might be.

The process uses three infrared cameras to create a three-dimensional composition map. According to the article, the fully automated system can process each item in 10 seconds and is designed to be replicable and scalable to the clothing industry.

“Today, recyclers prefer post-industrial fabrics because of their predictable material properties,” program manager Mark Wallak said in the article. “We’re working to advance beyond that step by transforming post-consumer clothing into high-quality, reliable feedstock also. This makes these materials not only viable, but preferable, helping divert them from landfills.”

According to the article, researchers are working alongside clothing manufacturers to develop this system. The nonprofit Goodwill provides clothing for testing, and sportswear giant Nike gave industry advice to make the process replicable in the project’s early stages. Researchers are also working with Ambercycle, a textile recycler that works to make polyester manufacturing carbon-neutral.

The project is funded by a $1.3 million grant from the REMADE Institute, an organization that works with corporations and funds research to create sustainable manufacturing practices. The RIT researchers presented the project at the REMADE Institute’s 2023 conference.

“The advent of ‘fast fashion’ in the 20th century transformed how we buy, wear, and get rid of clothes,” the REMADE institute wrote in a summary of the conference. “While some post-consumer clothes get reused, most end up in landfills or are incinerated.”

Textile recycling continues to prove challenging to scale up, as many clothes use multiple materials. In 2018, 11.3 million tons of clothing and footwear went to landfills, making up 7.7% of all municipal landfill waste that year, according to the EPA. In the same year, less than 15% of textiles were recycled.

As of last month, the project is doing pilot tests of the system and expects to begin deploying the process this year. According to the RIT article, the technology has already found interest from recycling companies in the U.S. and internationally.

Tags: Hard-to-Recycle MaterialsResearchTechnology
TweetShare
Andrew Hawthorne

Andrew Hawthorne

Related Posts

The electronics recycling industry is undergoing a transformation from labor-intensive manual operations to highly automated, AI-driven facilities that use advanced robotics, cleaner chemistry and digital tracking systems to extract critical materials.

The cyber-physical MRF: AI and robotics reshape e-waste recovery

byDavid Daoud
February 12, 2026

The electronics recycling industry is entering a new phase of technological acceleration. Advances in artificial intelligence, robotics, advanced chemistry, and...

Texas sues over dumped wind turbine blades

Texas sues over dumped wind turbine blades

byScott Snowden
February 10, 2026

The state attorney general sued Global Fiberglass Solutions over alleged illegal storage and disposal of all turbine blades at two...

UT Austin spinout Supra launches to recover rare earths

byScott Snowden
February 3, 2026

Supra Elemental Recovery launched today, aiming to recover gallium and scandium from US waste streams to help reduce import dependence...

Cirba Solutions: Battery fires stoking EPR bill movement

byStefanie Valentic
February 2, 2026

As batteries appear in everything from light-up shoes to electric vehicles, new EPR laws are reshaping recycling requirements.

Solarcycle starts up Georgia recycling plant

Solarcycle starts up Georgia recycling plant

byScott Snowden
January 30, 2026

Solarcycle has begun operating its Cedartown solar panel recycling facility, clarifying the status of a long-planned project that was previously...

VW investing millions in auto recycling in Germany

byAntoinette Smith
January 28, 2026

The German vehicle manufacturer plans to invest up to €90 million in its Zwickau plant, in efforts to supply its...

Load More
Next Post

Editor's farewell: So long, but not goodbye

More Posts

Bipartisan reps introduce bill on recycling claims

Bipartisan reps introduce bill on recycling claims

February 12, 2026
Republic Services waiting on fourth Polymer Center

Republic Services waiting on fourth Polymer Center

February 18, 2026
Chinese processing group details goals for US visit

AMP lays out vision of next-generation, AI-driven MRFs

July 24, 2024
Sims Lifecycle leverages hyperscale decommissioning

Sims Lifecycle leverages hyperscale decommissioning

February 18, 2026
NERC: Blended average prices fell 40% in third quarter

HDPE, PP bales rise as paper fiber and cans stabilize

February 12, 2026

Focus on recycling film, flexibles takes shape in two reports

February 13, 2026

Origin Materials to reduce staff in reorg

February 13, 2026

APR, industry create proactive guidance for PET caps

February 12, 2026
Textile clothing bins

Report details how to make CA textile recycling work

February 16, 2026
The electronics recycling industry is undergoing a transformation from labor-intensive manual operations to highly automated, AI-driven facilities that use advanced robotics, cleaner chemistry and digital tracking systems to extract critical materials.

The cyber-physical MRF: AI and robotics reshape e-waste recovery

February 12, 2026
Load More

About & Publications

About Us

Staff

Archive

Magazine

Work With Us

Advertise
Jobs
Contact
Terms and Privacy

Newsletter

Get the latest recycling news and analysis delivered to your inbox every week. Stay ahead on industry trends, policy updates, and insights from programs, processors, and innovators.

Subscribe

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

Please enter your username or email address to reset your password.

Log In

Add New Playlist

No Result
View All Result
  • The Latest
  • Analysis
  • Recycling
  • E-Scrap
  • Plastics
  • Policy Now
  • Conferences
    • E-Scrap Conference
    • Plastics Recycling Conference
    • Resource Recycling Conference
    • Textiles Recovery Summit
  • Magazine
  • About Us
  • Advertise
  • Archive
  • Jobs
  • Staff
Subscribe
This website uses cookies. By continuing to use this website you are giving consent to cookies being used. Visit our Privacy and Cookie Policy.