Achieving Knowledge-as-a-Service in IIoT-driven smart manufacturing: A crowdsourcing-based continuous enrichment method for Industrial Knowledge Graph

M Lyu, X Li, CH Chen - Advanced Engineering Informatics, 2022 - Elsevier
The rapid development of the industrial internet of things (IIoT) enlightened more tools and
techniques to optimize the smart manufacturing service (SMS) paradigm, emphasizing the …

An ABGE-aided manufacturing knowledge graph construction approach for heterogeneous IIoT data integration

L Ren, Y Li, X Wang, J Cui, L Zhang - International Journal of …, 2023 - Taylor & Francis
The Industrial Internet of Things (IIoT) provides a foundation for the development of
emerging digital servitization paradigm in smart manufacturing. The deep integration of …

[HTML][HTML] Achieving cognitive mass personalization via the self-X cognitive manufacturing network: an industrial knowledge graph-and graph embedding-enabled …

X Li, P Zheng, J Bao, L Gao, X Xu - Engineering, 2023 - Elsevier
Facilitated by cutting-edge information and communication technologies (ICTs), smart
manufacturing is emerging as an overwhelming wave, reforming global manufacturing …

A knowledge graph-based data representation approach for IIoT-enabled cognitive manufacturing

M Liu, X Li, J Li, Y Liu, B Zhou, J Bao - Advanced Engineering Informatics, 2022 - Elsevier
Abstract The Industrial Internet of Things (IIoT) interconnects a large number of
interconnected sensors, actuators, and edge computing devices in the manufacturing …

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 …

Exploiting knowledge graphs in industrial products and services: a survey of key aspects, challenges, and future perspectives

X Li, M Lyu, Z Wang, CH Chen, P Zheng - Computers in Industry, 2021 - Elsevier
The rapid development of information and communication technologies has enabled a value
co-creation paradigm for developing industrial products and services, where massive …

A novel smart product-service system configuration method for mass personalization based on knowledge graph

L Dong, M Ren, Z Xiang, P Zheng, J Cong… - Journal of Cleaner …, 2023 - Elsevier
Nowadays, manufacturing enterprises are struggling to satisfy personalized and dynamic
user requirements. Smart Product-service System (Smart PSS), as a promising and …

A cognitive adopted framework for IoT big-data management and knowledge discovery prospective

N Mishra, CC Lin, HT Chang - International Journal of …, 2015 - journals.sagepub.com
In future IoT big-data management and knowledge discovery for large scale industrial
automation application, the importance of industrial internet is increasing day by day …

Industrial Internet of Things Intelligence Empowering Smart Manufacturing: A Literature Review

Y Hu, Q Jia, Y Yao, Y Lee, M Lee… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
The fiercely competitive business environment and increasingly personalized customization
needs are driving the digital transformation and upgrading of the manufacturing industry …

Knowledge-embedded machine learning and its applications in smart manufacturing

F Farbiz, MS Habibullah, B Hamadicharef… - Journal of Intelligent …, 2023 - Springer
Demands for more accurate machine learning models have given rise to rethinking current
modeling approaches that were deemed unsuitable, primarily due to their computational …