A k-nearest neighbour technique for experience-based adaptation of assembly stations
D Scrimieri, SM Ratchev - Journal of Control, Automation and Electrical …, 2014 - Springer
We present a technique for automatically acquiring operational knowledge on how to adapt
assembly systems to new production demands or recover from disruptions. Dealing with …
assembly systems to new production demands or recover from disruptions. Dealing with …
Capture and application of adaptation knowledge on assembly stations
D Scrimieri, S Ratchev - IFAC Proceedings Volumes, 2013 - Elsevier
Dealing with disruptions affecting an assembly station is a complex process which requires
deep knowledge of the assembly process, the product being assembled and the …
deep knowledge of the assembly process, the product being assembled and the …
Learning and reuse of engineering ramp-up strategies for modular assembly systems
D Scrimieri, RF Oates, SM Ratchev - Journal of Intelligent Manufacturing, 2015 - Springer
We present a decision-support framework for speeding up the ramp-up of modular assembly
systems by learning from past experience. Bringing an assembly system to the expected …
systems by learning from past experience. Bringing an assembly system to the expected …
Automated Experience-Based Learning for Plug and Produce Assembly Systems
D Scrimieri, N Antzoulatos, E Castro, SM Ratchev - IFAC-PapersOnLine, 2015 - Elsevier
This paper presents a self-learning technique for modular automated assembly systems.
The technique consists of automatically acquiring experience on the changes made on an …
The technique consists of automatically acquiring experience on the changes made on an …
Automated experience-based learning for plug and produce assembly systems
D Scrimieri, N Antzoulatos, E Castro… - International Journal of …, 2017 - Taylor & Francis
This paper presents a self-learning technique for adapting modular automated assembly
systems. The technique consists of automatically analysing sensor data and acquiring …
systems. The technique consists of automatically analysing sensor data and acquiring …
[HTML][HTML] Design of a self-learning multi-agent framework for the adaptation of modular production systems
This paper presents the design of a multi-agent framework that aids engineers in the
adaptation of modular production systems. The framework includes general …
adaptation of modular production systems. The framework includes general …
A systematic approach for supporting the adaptation process of discrete manufacturing machines
Automated manufacturing machines in the discrete manufacturing domain frequently face
changes in requirements, such as volatile customer demands or changes in product …
changes in requirements, such as volatile customer demands or changes in product …
Towards self-adaptable intelligent assembly systems
N Antzoulatos - 2017 - eprints.nottingham.ac.uk
Currently, European small and medium-sized enterprises (SMEs) are experiencing
increasing pressure to provide high quality goods with customised features while at the …
increasing pressure to provide high quality goods with customised features while at the …
Systematization approach for the adaptation of manufacturing machines
Existing production systems need to become more flexible and reconfigurable in order for
manufacturing companies to stay competitive in nowadays highly dynamic markets. To …
manufacturing companies to stay competitive in nowadays highly dynamic markets. To …
Generation and impact analysis of adaptation options for automated manufacturing machines
Due to current trends in manufacturing, existing machines need to become more flexible to
cope with a more dynamical production environment. To achieve this “flexibilization” …
cope with a more dynamical production environment. To achieve this “flexibilization” …