Holistic Approach to Smart Factory - Artificial Intelligence for Knowledge Management 8th IFIP WG 12.6 International Workshop, AI4KM 2021 Access content directly
Conference Papers Year : 2021

Holistic Approach to Smart Factory

Cristina Monsone
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Abstract

This article presents the key elements of the digitalization of a system, industrial and non, providing a new holistic formulation for Industry 4.0, I4.0, and a concept base of a new API system in the field of Digital Twin for industrial integrated smart solutions based on Internet of Think, IoT, devices. The general approach is also considered for “traditional” industries which come to be I4.0 and as a suitable element for virtual training and decision-making system for industrial e non -industrial customers in a vision of future application in a Virtual reality, VR, environment. In particular, this research defines a formula - CMon - representative of the digitalization of any system and the realization of an API, DTNet, able to create in real- time a Digital Twin, DT, of a single object from a video, realized through any device, using Deep Learning Techniques and then integrate it in a VR environment for a more accurate predictive analysis.
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hal-04041360 , version 1 (22-03-2023)

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Cristina Monsone. Holistic Approach to Smart Factory. 8th IFIP International Workshop on Artificial Intelligence for Knowledge Management (AI4KM), Jan 2021, Yokohama, Japan. pp.160-176, ⟨10.1007/978-3-030-80847-1_11⟩. ⟨hal-04041360⟩
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