FANUC helps Recycleye revolutionise waste handling with AI robotic picking technology
22 November 2023
London-based Recycleye uses proprietary AI vision technology in conjunction with FANUC 6-axis LR Mate robots to automate the detection and sorting of dry mixed recyclables, traditionally a largely manual process
Support from automation specialist FANUC UK has helped a growing recycling tech company revolutionise the waste management sector with its AI-powered approach to sorting recyclable materials.
London-based Recycleye uses proprietary AI vision technology in conjunction with FANUC 6-axis LR Mate robots to automate the detection and sorting of dry mixed recyclables, traditionally a largely manual process. This ground-breaking system, called Recycleye Robotics, is producing impressive results including an increase in sorting accuracy of up to 12 percent and improved line output of up to 10 percent, helping waste operators to boost their bottom line and providing a solution to ongoing labour shortages in the waste management industry.
Founded in 2020 with just four members of staff, Recycleye now employs over 45 people and has an install base that reaches across the UK and Europe. According to CEO Victor Dewulf, having FANUC by its side from day one as a strategic partner has been instrumental to the company’s rapid growth trajectory: “FANUC has been a key enabler in the success we’ve achieved so far, and they’re central to our future ambitions. They really put their faith in us and the product we set out to deliver.” Recycleye’s rapid journey took another step forward recently when it announced a $17m Series A financing round, led by deep-tech venture capital firm DCVC.
Transforming traditional sorting methods
Recycleye Robotics uses AI-powered computer vision to identify every single item in complex waste streams. The FANUC LR Mate robot which sits at the heart of the system then automatically separates those recyclables into different material classes such as plastics, aluminum, paper and cardboard. The most accurate and efficient AI robotic picking solution globally available today, it can operate 24/7, picking up to 33,000 items per robot over a 10hr shift.
For Recycleye, choosing the right automation supplier and the right robotic solution was critical to its technology’s success. “In the early days of our journey, we worked with the MTC. They recommended that we speak to FANUC when we were looking for our robot partner and from day one, we knew we’d made the right choice,” says Chief Technical Officer Peter Hedley. “The FANUC LR Mate 200 iD/4SC is the perfect accompaniment to our vision system. We were looking to bring new technology into a very established, traditional industry. Although mostly reliant on manual pickers, any robots already being used to sort dry, mixed recyclables tended to be large, heavy Delta robots. The ability to retrofit our lightweight system into customers’ existing lines at a reasonable price point was therefore crucial.”
Compact and ultra-efficient
Founded in 2020 with just four members of staff, Recycleye now employs over 45 people; some of the team are pictured here
This ‘retrofitability’ was a main draw of the LR Mate – as a compact, short-arm, mini robot it is easy to integrate into confined spaces, making it the perfect choice for Recycleye Robotics. As a result, the Recycleye team can install a system over a weekend, with no need for the facility to shut down or operations to be suspended.
Peter continues, “In addition, the FANUC LR-Mate is ultra-efficient, using five times less energy than a Delta robot. And thanks to its sophisticated sensors, there’s no wasted travel – if it’s not gripping anything, it won’t move to the bin. Reliability was another a key factor for us. It can operate 24/7 for eight years and still come back to the same millimetre point it has been told to move to.”
Mitigating labour shortages
For materials recycling facilities (MRFs), the benefits of Recycleye’s technology are myriad; not least that it offers a solution to the industry-wide labour crisis. A recent report by the CIWM revealed that 60 percent of survey respondents had struggled to recruit staff in the past year, forecasting 89,000 vacancies across the waste and recycling sector by 2028.
“The LR Mate robot can pick as accurately as a human worker, and the vision system is as accurate as a human eye,” explains Peter. “Robots don’t need to take a break, don’t slow down or get tired, and don’t leave the job or need replacing. This is crucial as it can be very hard to find manual workers for waste picking. Recycleye Robotics is more consistently accurate than a human worker, and can work safely alongside human employees, thanks to its safety guarding. It can also easily handle the hazardous materials that are routinely found in sorting facilities, which can injure human pickers. It’s therefore an ideal complement to the existing workforce.”
Purity equals premium
This ground-breaking system, called Recycleye Robotics, is producing impressive results including an increase in sorting accuracy of up to 12 percent and improved line output of up to 10 percent
Another benefit for MRFs is that materials that are sorted to the highest purity will command a higher price. Recycleye Robotics is usually used at the quality assurance stage of the recycling process, comprising both positive picking (e.g. any recyclables that have been missed) and negative picking (removing any contaminants such plastics in an aluminum line). This boosts sorting accuracy, increasing purity. And thanks to the system’s transparent traceability function – every item is scanned and the resulting data is visualised on a dashboard – demonstrating pick levels and proving the purity of the batch are made simple.
“Quite simply, for our customers in the MRF sector, investing in a Recycleye Robotics system ensures the future of their business by giving them a competitive edge,” adds Peter.
A perfect partnership
FANUC UK has been part of the Recycleye journey from the start. With an install base of 14 systems across Europe in just three years and 25 FANUC LR Mates already purchased, FANUC UK’s Head of Sales, Oliver Selby, is confident that this is just the beginning for Recycleye: “We wanted to be at Recycleye’s side from day one. We had very early engagement with them and put in place a plan that allowed them to de-risk their offering to the market. We conducted simulations and physical trials to make sure that when the product was finally released, it was going to work exactly as planned. The result is a solution that allows a higher throughput than anything else on the market today and offers a superb, automated alternative to traditional sorting methods using a compact robot, which is easy to deploy, easy to install and with low lifetime costs.”
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