Toward cognitive predictive maintenance: A survey of graph-based approaches

L **a, P Zheng, X Li, RX Gao, L Wang - Journal of Manufacturing Systems, 2022 - Elsevier
Abstract Predictive Maintenance (PdM) has continually attracted interest from the
manufacturing community due to its significant potential in reducing unexpected machine …

Film: A fully learned index for larger-than-memory databases

C Ma, X Yu, Y Li, X Meng, A Maoliniyazi - Proceedings of the VLDB …, 2022 - dl.acm.org
As modern applications generate data at an unprecedented speed and often require the
querying/analysis of data spanning a large duration, it is crucial to develop indexing …

Process-aware IIoT Knowledge Graph: A semantic model for Industrial IoT integration and analytics

C Diamantini, A Mircoli, D Potena, E Storti - Future Generation Computer …, 2023 - Elsevier
The integration of the huge data streams produced by the Industrial Internet of Things (IIoT)
can provide invaluable knowledge in the context of Industry 4.0, and is also an open …

Graph-enabled cognitive digital twins for causal inference in maintenance processes

KYH Lim, TS Yosal, CH Chen, P Zheng… - … Journal of Production …, 2024 - Taylor & Francis
The increasing complexity of industrial systems demands more effective and intelligent
maintenance approaches to address manufacturing defects arising from faults in multiple …

Ontology-augmented Prognostics and Health Management for shopfloor-synchronised joint maintenance and production management decisions

A Polenghi, I Roda, M Macchi, A Pozzetti - Journal of Industrial Information …, 2022 - Elsevier
In smart factories, guaranteeing shopfloor-synchronised and real-time decision-making is
essential to be responsive to the ever-changing internal environment, namely the shopfloor …

A Perspective Survey on Industrial Knowledge Graphs: Recent Advances, Open Challenges, and Future Directions

Y Shang, Y Ren, H Peng, Y Wang… - 2023 International …, 2023 - ieeexplore.ieee.org
As a result of the development of a new generation of artificial intelligence and carbon-
neutral technologies, traditional industries are undergoing dramatic transformations. The …

Modular Ontology to Support Manufacturing SMEs Toward Industry 4.0

ZA Mora-Alvarez, Ó Hernandez-Uribe… - … , Technology & Applied …, 2023 - etasr.com
Abstract Industry 4.0 (I4. 0) implementation is a hot topic among manufacturing
organizations to reach smart factory status and integrate a fully connected ecosystem …

A systematic graph-based methodology for cognitive predictive maintenance of complex engineering equipment

L **a - 2024 - theses.lib.polyu.edu.hk
Maintenance is a vital aspect of ensuring the reliability, availability, and safety of machinery
and systems. Traditional maintenance approaches, such as corrective and preventive …

Towards Semantic Event-handling for building Explainable Cyber-physical Systems

G Steindl, T Schwarzinger… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
In the context of cyber-physical systems (CPS), understanding system behaviors is crucial
for ensuring reliability, efficiency, and trust. However, due to the increasing complexity of the …

A comparative study of stream reasoning engines

N Gruber, B Glimm - European Semantic Web Conference, 2023 - Springer
The diverse research efforts in recent years in the area of stream reasoning (SR) led to a
wide range of SR engines. However, the lack of standardization and the diverse choices in …