A type-2 fuzzy based explainable AI system for predictive maintenance within the water pumping industry
Industrial maintenance has undergone a paradigm shift due to the emergence of artificial
intelligence (AI), the Internet of Things (IoT), and cloud computing. Rather than accepting the …
intelligence (AI), the Internet of Things (IoT), and cloud computing. Rather than accepting the …
A big bang-big crunch type-2 fuzzy logic system for explainable predictive maintenance
The role of maintenance in modern manufacturing systems is becoming a more significant
contributor to organizational benefit. World-class enterprises are pushing forward with …
contributor to organizational benefit. World-class enterprises are pushing forward with …
Explainable Artificial Intelligence (XAI) Approaches in Predictive Maintenance: A Review
Predictive maintenance (PdM) is a technique that keeps track of the condition and
performance of equipment during normal operation to reduce the possibility of failures …
performance of equipment during normal operation to reduce the possibility of failures …
Explainable AI in manufacturing: a predictive maintenance case study
This paper describes an example of an explainable AI (Artificial Intelligence)(XAI) in a form
of Predictive Maintenance (PdM) scenario for manufacturing. Predictive maintenance has …
of Predictive Maintenance (PdM) scenario for manufacturing. Predictive maintenance has …
A big data driven sustainable manufacturing framework for condition-based maintenance prediction
Smart manufacturing refers to a future-state of manufacturing and it can lead to remarkable
changes in all aspects of operations through minimizing energy and material usage while …
changes in all aspects of operations through minimizing energy and material usage while …
[HTML][HTML] IoT-based data-driven predictive maintenance relying on fuzzy system and artificial neural networks
Industry 4.0 technologies need to plan reactive and Preventive Maintenance (PM) strategies
for their production lines. This applied research study aims to employ the Predictive …
for their production lines. This applied research study aims to employ the Predictive …
Transforming equipment management in oil and gas with AI-Driven predictive maintenance
DD Jambol, OO Sofoluwe, A Ukato… - Computer Science & IT …, 2024 - fepbl.com
The oil and gas industry faces significant challenges in managing equipment maintenance
due to the complexity and criticality of its assets. Traditional maintenance approaches are …
due to the complexity and criticality of its assets. Traditional maintenance approaches are …
Explainable artificial intelligence for predictive maintenance applications
S Matzka - 2020 third international conference on artificial …, 2020 - ieeexplore.ieee.org
This paper presents and provides a realistic, yet synthetic, predictive maintenance dataset
for use in this paper and by the community. An explainable model and an explanatory …
for use in this paper and by the community. An explainable model and an explanatory …
[HTML][HTML] Balanced k-star: An explainable machine learning method for internet-of-things-enabled predictive maintenance in manufacturing
B Ghasemkhani, O Aktas, D Birant - Machines, 2023 - mdpi.com
Predictive maintenance (PdM) combines the Internet of Things (IoT) technologies with
machine learning (ML) to predict probable failures, which leads to the necessity of …
machine learning (ML) to predict probable failures, which leads to the necessity of …
Machine learning and reasoning for predictive maintenance in Industry 4.0: Current status and challenges
In recent years, the fourth industrial revolution has attracted attention worldwide. Several
concepts were born in conjunction with this new revolution, such as predictive maintenance …
concepts were born in conjunction with this new revolution, such as predictive maintenance …