A survey on AI-driven digital twins in industry 4.0: Smart manufacturing and advanced robotics
Digital twin (DT) and artificial intelligence (AI) technologies have grown rapidly in recent
years and are considered by both academia and industry to be key enablers for Industry 4.0 …
years and are considered by both academia and industry to be key enablers for Industry 4.0 …
Manufacturing big data ecosystem: A systematic literature review
Advanced manufacturing is one of the core national strategies in the US (AMP), Germany
(Industry 4.0) and China (Made-in China 2025). The emergence of the concept of Cyber …
(Industry 4.0) and China (Made-in China 2025). The emergence of the concept of Cyber …
Digital twin as a service (DTaaS) in industry 4.0: an architecture reference model
Recent findings have shown that Digital Twin served multiple constituencies. However, the
dilemma between the scope and scale needs a sophisticated reference architecture, a right …
dilemma between the scope and scale needs a sophisticated reference architecture, a right …
Industry 4.0 reference architectures: State of the art and future trends
EY Nakagawa, PO Antonino, F Schnicke… - Computers & Industrial …, 2021 - Elsevier
Industry 4.0 has led to a dramatic shift in manufacturing processes, which must be
accomplished by interacting end-to-end industrial systems. While Industry 4.0 is still a big …
accomplished by interacting end-to-end industrial systems. While Industry 4.0 is still a big …
Developing a digital twin and digital thread framework for an 'Industry 4.0'Shipyard
This paper provides an overview of the current state-of-the-art digital twin and digital thread
technology in industrial operations. Both are transformational technologies that have the …
technology in industrial operations. Both are transformational technologies that have the …
A survey of the advancing use and development of machine learning in smart manufacturing
Abstract Machine learning (ML)(a subset of artificial intelligence that focuses on autonomous
computer knowledge gain) is actively being used across many domains, such as …
computer knowledge gain) is actively being used across many domains, such as …
Archetypes of digital twins
Abstract Currently, Digital Twins receive considerable attention from practitioners and in
research. A Digital Twin describes a concept that connects physical and virtual objects …
research. A Digital Twin describes a concept that connects physical and virtual objects …
Hybrid learning-based digital twin for manufacturing process: Modeling framework and implementation
Digital twin (DT) and artificial intelligence (AI) technologies are powerful enablers for
Industry 4.0 toward sustainable resilient manufacturing. Digital twins of machine tools and …
Industry 4.0 toward sustainable resilient manufacturing. Digital twins of machine tools and …
The interplay between data-driven decision-making and digitalization: A firm-level survey of the Italian and US automotive industries
With the diffusion of information systems and new technologies for the real-time capturing of
data, especially in rapid technological and managerial innovation contexts such as the …
data, especially in rapid technological and managerial innovation contexts such as the …
[HTML][HTML] Digital twin-enabled automated anomaly detection and bottleneck identification in complex manufacturing systems using a multi-agent approach
C Latsou, M Farsi, JA Erkoyuncu - Journal of Manufacturing Systems, 2023 - Elsevier
Digital twin (DT) models are increasingly being used to improve the performance of complex
manufacturing systems. In this context, DTs automatically enabling anomaly detection, such …
manufacturing systems. In this context, DTs automatically enabling anomaly detection, such …