Industry 4.0, digitization, and opportunities for sustainability

M Ghobakhloo - Journal of cleaner production, 2020 - Elsevier
The fourth industrial revolution and the underlying digital transformation, known as Industry
4.0, is progressing exponentially. The digital revolution is resha** the way individuals live …

[HTML][HTML] Intelligent manufacturing in the context of industry 4.0: a review

RY Zhong, X Xu, E Klotz, ST Newman - Engineering, 2017 - Elsevier
Our next generation of industry—Industry 4.0—holds the promise of increased flexibility in
manufacturing, along with mass customization, better quality, and improved productivity. It …

Digital Twin-driven smart manufacturing: Connotation, reference model, applications and research issues

Y Lu, C Liu, I Kevin, K Wang, H Huang, X Xu - Robotics and computer …, 2020 - Elsevier
This paper reviews the recent development of Digital Twin technologies in manufacturing
systems and processes, to analyze the connotation, application scenarios, and research …

A survey on digital twin: Definitions, characteristics, applications, and design implications

BR Barricelli, E Casiraghi, D Fogli - IEEE access, 2019 - ieeexplore.ieee.org
When, in 1956, Artificial Intelligence (AI) was officially declared a research field, no one
would have ever predicted the huge influence and impact its description, prediction, and …

Design principles for industrie 4.0 scenarios

M Hermann, T Pentek, B Otto - 2016 49th Hawaii international …, 2016 - ieeexplore.ieee.org
The increasing integration of the Internet of Everything into the industrial value chain has
built the foundation for the next industrial revolution called Industrie 4.0. Although Industrie …

Deep learning for smart manufacturing: Methods and applications

J Wang, Y Ma, L Zhang, RX Gao, D Wu - Journal of manufacturing systems, 2018 - Elsevier
Smart manufacturing refers to using advanced data analytics to complement physical
science for improving system performance and decision making. With the widespread …

Sustainable Industry 4.0 framework: A systematic literature review identifying the current trends and future perspectives

SS Kamble, A Gunasekaran, SA Gawankar - Process safety and …, 2018 - Elsevier
Industry 4.0 and its other synonyms like Smart Manufacturing, Smart Production or Internet of
Things, have been identified as major contributors in the context of digital and automated …

Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0

JM Müller, O Buliga, KI Voigt - Technological forecasting and social change, 2018 - Elsevier
The article analyzes how Industry 4.0 triggers changes in the business models of
manufacturing SMEs (small and medium-sized enterprises), by conducting a qualitative …

A review of the roles of digital twin in CPS-based production systems

E Negri, L Fumagalli, M Macchi - Procedia manufacturing, 2017 - Elsevier
Abstract The Digital Twin (DT) is one of the main concepts associated to the Industry 4.0
wave. This term is more and more used in industry and research initiatives; however, the …

Sustainable manufacturing in Industry 4.0: an emerging research agenda

CG Machado, MP Winroth… - International Journal of …, 2020 - Taylor & Francis
This systematic review intends to identify how sustainable manufacturing research is
contributing to the development of the Industry 4.0 agenda and for a broader understanding …