Towards a cloud-based analytics framework for assembly systems

Terrazas, German; de Silva, Lavindra; Ratchev, Svetan

Abstract

Advanced digitalization together with the rise of cloud technologies is a key enabler for a fundamental paradigm shift known as Industry 4.0 which pro-poses the integration of the new generation of ICT solutions for the monitoring, adaptation, simulation and optimization of factories. With the democratization of sensors, assembly systems can now be sensorized and the data generated by these devices can be exploited, for instance, to monitor their utilization, operations and maintenance. However, analyzing the vast amount of generated data is resource demanding both in terms of computing power and network bandwidth, especially when dealing with real-time changes to product, process and resource domains. This paper presents a novel cloud-based analytics framework for the management and analysis of assembly systems. It brings together standard open source technologies and the exploitation of cloud computing which as a whole can be adapted to and deployed on different cloud providers, thereby reducing infra-structure costs, minimizing deployment difficulty and providing on-demand ac-cess to virtually infinite computing power, storage and network resources.

Citation

Terrazas, G., de Silva, L., & Ratchev, S. (2018). Towards a cloud-based analytics framework for assembly systems. In S. Ratchev (Ed.), Precision assembly in the digital age: 8th IFIP WG5.5 International Precision Assembly Seminar, IPAS 2108, Chamonix, France, January 14-16, 2018: revised selected papers (134-141). Springer. https://doi.org/10.1007/978-3-030-05931-6_13

• Online Publication Date: Dec 31, 2018
• Publication Date: Dec 31, 2018
• Deposit Date: Jan 21, 2019
• Publicly Available Date: Jan 21, 2019
• Electronic ISSN: 1868-422X
• Publisher: Springer
• Pages: 134-141
• Series Title: IFIP Advances in Information and Communication Technology
• Series Number: 530
• Book Title: Precision assembly in the digital age: 8th IFIP WG5.5 International Precision Assembly Seminar, IPAS 2108, Chamonix, France, January 14-16, 2018: revised selected papers
• ISBN: 9783030059309
• DOI: https://doi.org/10.1007/978-3-030-05931-6_13
• Keywords: Precision assembly systems; Cloud computing; Data Analytics
• Public URL: https://nottingham-repository.worktribe.com/output/1483476
• Publisher URL: https://link.springer.com/chapter/10.1007/978-3-030-05931-6_13
• Additional Information: Conference Acronym: IPAS; Conference Name: International Precision Assembly Seminar; Conference City: Chamonix; Conference Country: France; Conference Year: 2018; Conference Start Date: 14 January 2018; Conference End Date: 16 January 2018; Conference Number: 8; Conference ID: ipas-ifip2018; Conference URL: http://www.ipas-seminar.com/
• Contract Date: Nov 27, 2018