[HTML][HTML] Proactive human–robot collaboration: Mutual-cognitive, predictable, and self-organising perspectives

S Li, P Zheng, S Liu, Z Wang, XV Wang, L Zheng… - Robotics and Computer …, 2023 - Elsevier
Abstract Human–Robot Collaboration (HRC) has a pivotal role in smart manufacturing for
strict requirements of human-centricity, sustainability, and resilience. However, existing HRC …

Industry 4.0 and the circular economy: A literature review and recommendations for future research

U Awan, R Sroufe, M Shahbaz - Business Strategy and the …, 2021 - Wiley Online Library
Abstract Research regarding the Fourth Industrial Revolution (Industry 4.0) and the circular
economy has gained traction since 2014. Paralleling the growth in the internet of things …

Toward human-centric smart manufacturing: A human-cyber-physical systems (HCPS) perspective

B Wang, P Zheng, Y Yin, A Shih, L Wang - Journal of Manufacturing …, 2022 - Elsevier
Advances in human-centric smart manufacturing (HSM) reflect a trend towards the
integration of human-in-the-loop with technologies, to address challenges of human …

[HTML][HTML] Digital twin and big data-driven sustainable smart manufacturing based on information management systems for energy-intensive industries

S Ma, W Ding, Y Liu, S Ren, H Yang - Applied energy, 2022 - Elsevier
Abstract Internet of Things (IoT) technology, which has made manufacturing processes more
smart, efficient and sustainable, has received increasing attention from the industry and …

A framework of digital technologies for the circular economy: Digital functions and mechanisms

Q Liu, AH Trevisan, M Yang… - Business Strategy and …, 2022 - Wiley Online Library
Digital technology is regarded as providing a promising means of moving production and
consumption towards the circular economy. However, it is still unclear which functions of …

From servitization to digital servitization: How digitalization transforms companies' transition towards services

C Favoretto, GHS Mendes, MG Oliveira… - Industrial marketing …, 2022 - Elsevier
Servitization and digitalization are two business model innovations that have affected
product companies. From the convergence of these two trends, digital servitization emerged …

A state-of-the-art survey of Digital Twin: techniques, engineering product lifecycle management and business innovation perspectives

KYH Lim, P Zheng, CH Chen - Journal of Intelligent Manufacturing, 2020 - Springer
With the rapid advancement of cyber-physical systems, Digital Twin (DT) is gaining ever-
increasing attention owing to its great capabilities to realize Industry 4.0. Enterprises from …

Nexus of circular economy and sustainable business performance in the era of digitalization

R Agrawal, VA Wankhede, A Kumar… - International Journal of …, 2022 - emerald.com
Purpose This study aims to conduct a comprehensive review and network-based analysis by
exploring future research directions in the nexus of circular economy (CE) and sustainable …

Towards new-generation human-centric smart manufacturing in Industry 5.0: A systematic review

C Zhang, Z Wang, G Zhou, F Chang, D Ma… - Advanced Engineering …, 2023 - Elsevier
As businesses started to embrace Industry 4.0, along came the Fifth Industrial Revolution.
Industry 5.0 complements the existing Industry 4.0 paradigm for the not-too-distant future by …

Towards Self-X cognitive manufacturing network: An industrial knowledge graph-based multi-agent reinforcement learning approach

P Zheng, L Xia, C Li, X Li, B Liu - Journal of Manufacturing Systems, 2021 - Elsevier
Empowered by the advanced cognitive computing, industrial Internet-of-Things, and data
analytics techniques, today's smart manufacturing systems are ever-increasingly equipped …