Predictive maintenance in the Industry 4.0: A systematic literature review

T Zonta, CA Da Costa, R da Rosa Righi… - Computers & Industrial …, 2020 - Elsevier
Industry 4.0 is collaborating directly for the technological revolution. Both machines and
managers are daily confronted with decision making involving a massive input of data and …

The applications of Industry 4.0 technologies in manufacturing context: a systematic literature review

T Zheng, M Ardolino, A Bacchetti… - International Journal of …, 2021 - Taylor & Francis
Industry 4.0 (I4. 0) encompasses a plethora of digital technologies effecting on
manufacturing enterprises. Most research on this topic examines the effects in the smart …

Digital twin as a service (DTaaS) in industry 4.0: an architecture reference model

S Aheleroff, X Xu, RY Zhong, Y Lu - Advanced Engineering Informatics, 2021 - Elsevier
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 …

[HTML][HTML] The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies

E Kristoffersen, F Blomsma, P Mikalef, J Li - Journal of business research, 2020 - Elsevier
Digital technologies (DTs), such as the Internet of Things (IoT), big data, and data analytics,
are considered essential enablers of the circular economy (CE). However, as both CE and …

[HTML][HTML] How AI capabilities enable business model innovation: Scaling AI through co-evolutionary processes and feedback loops

D Sjödin, V Parida, M Palmié, J Wincent - Journal of Business Research, 2021 - Elsevier
Artificial intelligence (AI) is predicted to radically transform the ways manufacturing firms
create, deliver, and capture value. However, many manufacturers struggle to successfully …

Performance effects of digital technology adoption and product & service innovation–A process-industry perspective

H Blichfeldt, R Faullant - Technovation, 2021 - Elsevier
European manufacturing companies face increasing pressure to adopt digitalization
technologies discussed in the emerging paradigm of Industry 4.0. On the other hand …

[HTML][HTML] Ecosystem transformation for digital servitization: A systematic review, integrative framework, and future research agenda

M Kolagar, V Parida, D Sjödin - Journal of Business Research, 2022 - Elsevier
Manufacturing firms are increasingly seeking to capture the potential of digitalization by
transforming towards digital servitization. Yet, most manufacturers struggle to realize the …

The four smarts of Industry 4.0: Evolution of ten years of research and future perspectives

B Meindl, NF Ayala, J Mendonça, AG Frank - … Forecasting and Social …, 2021 - Elsevier
The Industry 4.0 literature has exponentially grown in the past decade. We aim to
understand how this literature has evolved and propose future research opportunities. We …

The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model

Y Li, J Dai, L Cui - International Journal of Production Economics, 2020 - Elsevier
Abstract Digital technologies for Industry 4.0, such as the Internet of Things, cloud
computing, big data and analytics, have attracted much attention from both researchers and …

[HTML][HTML] Navigating disruptive crises through service-led growth: The impact of COVID-19 on Italian manufacturing firms

M Rapaccini, N Saccani, C Kowalkowski… - Industrial Marketing …, 2020 - Elsevier
This study draws on an extensive survey and interview data collected during the COVID-19
pandemic. The respondents were executives of industrials firms whose factories …