Active Materials & Manufacturing Engineering

EPSRC Manufacturing Research Hub in Robotics, Automation & Smart Machine Enabled Sustainable Circular Manufacturing & Materials (RESCu-M2)

In plain English

AI plain-English summary

Every year, the UK sends millions of tonnes of valuable engineering materials—including rare earth elements used in batteries, magnets, and medical devices—to landfill or incineration because the processes needed to reuse or repair them are three to six times more labour-intensive than simply making new products. This hub aims to solve that economic and environmental problem. Current recycling and remanufacturing methods are too slow and costly to compete with traditional manufacturing, so critical materials are lost. The researchers will combine robotics, AI, and automation to make repair, remanufacture, and recycling (Re-X) processes at least ten times more productive, while also cutting critical material use by over 20% and increasing component reuse beyond 75%. If successful, UK businesses could save up to £23 billion per year through more efficient resource use. The work targets four sectors—energy, medical devices, electric drives, and large structures—that together account for 80% of the environmental impact of high-value products. The hub estimates it could save more than 8 million tonnes of CO₂ emissions annually. The research is applied and industry-facing, not fundamental science; its goal is a practical, scalable manufacturing ecosystem.

View original technical description
The Circular Economy requirements and sustainability goals have been set out by the UK government and the United Nations to address the climate crisis and maintain our standard of living. The environmental impact from the global consumption of engineering materials is expected to double in the next forty years (OECD: Global Material Recourses to 2060, 2018), while annual waste generation is projected to increase by 70% by 2050 (World Bank What a Waste 2.0 report, 2018). A radical departure from traditional forward manufacturing is needed that no longer exclusively focuses on the original manufacturing process and the end of life dispose of manufactured products, parts, and materials. Processes are needed that will significantly prolong the useful life of engineering and especially critical materials (minerals with high economic vulnerability and high global supply risk e.g. rare earth elements for batteries, magnets and medical devices) by increasing the effectiveness of reuse, repurpose, repair, remanufacture, and recycle (Re-X) manufacturing processes. These Re-X processes are currently 3-6 times more labour intensive than traditional manufacturing processes. They are often not economic resulting in many engineering materials being disposed on landfill sites, degraded, or incinerated. UK businesses could benefit by up to £23 billion per year through low cost or no cost improvements in the efficient use of resources. The vision of this hub is to pursue an integrated, holistic approach toward creating a new manufacturing ecosystem for circular resource use of high value products through advances in AI and intelligent automation, empowering the UK to be a world leader in circular manufacturing. To deliver this ambition the hub will focused on two grand challenges: GC1: Radically transform the sustainable use of critical materials. (Goal: >75% Critical components reuse; >20% critical material use decrease; >50% component reclaim increase). GC2: Radically improve the productivity of Re-X manufacturing processes on par with or exceeding traditional forward manufacturing processes (Goal: >10 times improvement). To address these, the hub will establish a truly interdisciplinary team cutting across Manufacturing, Robotics, AI and Automation, Materials Science, Chemical Engineering, Chemistry, Economics, and Life Cycle Assessment.?The hub will focus on three major fronts: Research excellence, community building and user engagement. The new research required to address the grand challenges and overcome the barriers and limitations preventing the transition to a truly circular manufacturing ecosystem will investigate: - New smart processes for disassembly, remanufacturing, separation, and recovery of critical products, components, and ultimately materials. - New sensing and analysis processes to track and determine the state of critical materials throughout their life. - New design methodologies for circular manufacturing. - New testing and validation methods to certify the remaining useful life of crucial products, components, and materials. - New circular Re-X business models. Our research programme will enable rapid scale up of Robotics and AI solutions that are compatible with sector practice, extensible via modular design, and can be repurposed initially in four flagship sector scenarios: energy, medical devices, electric drives, and large structures. Consequently, this Hub will directly address the 80% of the environmental impact of high-value products (Circular Economy Action Plan, European Union, 2020), and save more than 8M tonnes of CO2 emissions annually (HM Government Building our Industrial Strategy report, 2017).

View the original record at the funder ↗

Researchers

Niels Lohse (Co-Investigator)Samia Nefti-Meziani (Principal Investigator)

Related Research

Grants with similar aims, by meaning.

EPSRC Manufacturing Research Hub for a Sustainable Future in Engineering Plastics
Co-AIMS: Research Hub on Collaborative AI for Manufacturing Sustainability
ReMake Value Retention Centre
Circular4.0: Data Driven Intelligence for a Circular Economy
The Sustainable Chemicals and Materials Manufacturing Hub SCHEMA

Original classification

Research and Innovation

Plain English summaries and category classifications on this site are generated by AI and may not perfectly reflect the original research.