Holistic security and safety for factories of the future

E Maia, S Wannous, T Dias, I Praça, A Faria - Sensors, 2022 - mdpi.com
The accelerating transition of traditional industrial processes towards fully automated and
intelligent manufacturing is being witnessed in almost all segments. This major adoption of …

Combining Machine Learning and Ontology: A Systematic Literature Review

S Ghidalia, OL Narsis, A Bertaux, C Nicolle - arXiv preprint arXiv …, 2024 - arxiv.org
Motivated by the desire to explore the process of combining inductive and deductive
reasoning, we conducted a systematic literature review of articles that investigate the …

Multiple domain security awareness for factories of the future

S Wannous, T Dias, E Maia, I Praça… - … Conference on Practical …, 2022 - Springer
In the context of factory digitization, the focus of Industry 4.0 initiative is to leverage the
automation and data exchange in manufacturing processes using automation, IoT, and …

Ontology-based context modeling in physical asset integrity management

A Al-Shdifat, C Emmanouilidis, M Khan… - Frontiers in Computer …, 2020 - frontiersin.org
Asset management is concerned with the management practices, technologies and tools
necessary to maximize the value delivered by physical engineering assets. IoT-generated …

Data driven Bayesian network to predict critical alarm

J Mietkiewicz, A Madsen - 2022 - arrow.tudublin.ie
Modern industrial plants rely on alarm systems to ensure their safe and effective functioning.
Alarms give the operator knowledge about the current state of the industrial plants. Trip …

On the use of inductive biases for semantic characterization of industrial alarm systems

MJ da Silva, CE Pereira, M Götz - 2019 IEEE PES Innovative …, 2019 - ieeexplore.ieee.org
Process Automation Systems (PAS) have a great benefit when including Probabilistic Web
Ontology Language (PR-OWL) in intelligent systems and use automated reasoning of the …

Towards the use of LSTM-based Neural Network for Industrial Alarm Systems

MJ da Silva, CE Pereira - Congresso Brasileiro de Automática-CBA, 2020 - sba.org.br
With the coming of the complex industrial plants, the majority of control rooms sharing a
common scenario involve operators faced amount of alarms during an overload. Besides …