A survey on information and communication technologies for industry 4.0: State-of-the-art, taxonomies, perspectives, and challenges

G Aceto, V Persico, A Pescapé - IEEE Communications Surveys …, 2019 - ieeexplore.ieee.org
A new industrial revolution is undergoing, based on a number of technological paradigms.
The will to foster and guide this phenomenon has been summarized in the expression …

Data management in industry 4.0: State of the art and open challenges

TP Raptis, A Passarella, M Conti - IEEE Access, 2019 - ieeexplore.ieee.org
Information and communication technologies are permeating all aspects of industrial and
manufacturing systems, expediting the generation of large volumes of industrial data. This …

A methodology for digital twin modeling and deployment for industry 4.0

GN Schroeder, C Steinmetz… - Proceedings of the …, 2020 - ieeexplore.ieee.org
The digital twin (DT) is a virtual representation of a physical object, which has been
proposed as one of the key concepts for Industry 4.0. The DT provides a virtual …

Performance supervised plant-wide process monitoring in industry 4.0: A roadmap

Y Jiang, S Yin, O Kaynak - IEEE Open Journal of the Industrial …, 2020 - ieeexplore.ieee.org
The intensive research and development efforts directed towards large-scale complex
industrial systems in the context of Industry 4.0 indicate that safety and reliability issues pose …

IIHub: An industrial Internet-of-Things hub toward smart manufacturing based on cyber-physical system

F Tao, J Cheng, Q Qi - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
Smart manufacturing is increasingly becoming the common goal of various national
strategies. Smart interconnection is one of the most important issues for implementing smart …

Adapting an agile manufacturing concept to the reference architecture model industry 4.0: A survey and case study

M Yli-Ojanperä, S Sierla, N Papakonstantinou… - Journal of industrial …, 2019 - Elsevier
Industry 4.0 architecture has been studied in a large number of publications in the fields of
Industrial Internet of Things, Cyber Physical Production Systems, Enterprise Architectures …

Toward dynamic resources management for IoT-based manufacturing

J Wan, B Chen, M Imran, F Tao, D Li… - IEEE …, 2018 - ieeexplore.ieee.org
The cyber-physical production system (CPPS), which combines information communication
technology, cyberspace virtual technology, and intelligent equipment technology, is …

Service computing for industry 4.0: State of the art, challenges, and research opportunities

F Siqueira, JG Davis - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Recent advances in the large-scale adoption of information and communication
technologies in manufacturing processes, known as Industry 4.0 or Smart Manufacturing …

An overview of current technologies and emerging trends in factory automation

M Dotoli, A Fay, M Miśkowicz… - International Journal of …, 2019 - Taylor & Francis
In this paper we provide an overview of recent theoretical approaches and technologies that
respond to the fundamental challenges of modern factory automation. We classify these …

A generic energy prediction model of machine tools using deep learning algorithms

Y He, P Wu, Y Li, Y Wang, F Tao, Y Wang - Applied Energy, 2020 - Elsevier
Energy prediction of machine tools plays an irreplaceable role in energy planning,
management, and conservation in the manufacturing industry. In the era of big machinery …