Publication “RECLAIM: Toward a New Era of Refurbishment and Remanufacturing of Industrial Equipment”

RECLAIM presents a new idea on refurbishment and remanufacturing based on big data analytics, machine learning, predictive analytics, and optimisation models using deep learning techniques and digital twin models with the aim of enabling the stakeholders to make informed decisions about whether to remanufacture, upgrade, or repair heavy machinery that is toward its end-of-life.

This publication in the Frontiers in Artificial Intelligence shows how the integration of RECLAIM technological solutions into industrial environments can lead to industries having an extra economic income from the extended lifetime of manufacturing systems and their components, which can be achieved by adopting refurbishment and remanufacturing solutions.

Get more details about the content and download the paper in our project website here!

Call for Papers (ETFA 2021): Refurbishment and re-manufacturing of machinery in CPPSs

The RECLAIM special session at ETFA, the 26th International Conference on Emerging Technologies and Factory Automation (7-10 September 2021 in Sweden) provides researchers and practitioners from the industry with a platform to report on recent advances and developments as technological enablers supporting value retention throughout the industrial equipment lifecycle.

Call for proposals | Submit your paper

• Submission deadline: (regular papers) extended to 7 May! | (Work-in-progress/Industry practice papers) 13 May
• Acceptance notification: June 10
• Deadline for final manuscripts: June 17

Topics include (but not limited to):

• Big data analytics, predictive analytics, and optimisation models using deep learning techniques, and digital twin models.
• Models for informed decision about whether refurbish, remanufacture, upgrade, or repair machinery that is towards its end-of-life.
• Technologies and strategies to support a new paradigm for refurbishment and remanufacturing of industrial equipment in factories.
• New concepts and strategies for repair and equipment upgrade and factory layouts’ redesign.
• Optimal refurbishment and re-manufacturing of electromechanical machines and robotics systems.
• IoT sensors, novel prediction, and process optimisation techniques to offer machine lifetime extension.
• Innovative fog computing and augmented reality techniques combined with enhanced health monitoring and failure inspection and diagnosis.
• Approaches for the servicing and upgrading of legacy equipment evaluation and demonstration of approaches in real industrial environments.

More info: Refurbishment and re-manufacturing of machinery in Cyber-Physical Production Systems 

About the EU project RECLAIM (H2020): RE-manufaCturing and Refurbishment LArge Industrial equipment: Manufacturing is a pillar of innovation and growth for Europe, but outdated machinery and unplanned downtime can cause significant losses for companies and employees. RECLAIM provides techniques, strategies, and decision-making tools to reduce machine obsolescence, improve predictive maintenance and upgrade legacy machines. The project partners will demonstrate the advantages of high-tech refurbishment and reuse of large production equipment and lines in 5 industrial sites across sectors – welding, woodwork, textiles, robotics/white goods and footwear, and initiate replication in further sectors. Don't hesitate to get in touch!