no code implementations • 8 Apr 2024 • Maryam Ahang, Mostafa Abbasi, Todd Charter, Homayoun Najjaran
Condition monitoring of industrial systems is crucial for ensuring safety and maintenance planning, yet notable challenges arise in real-world settings due to the limited or non-existent availability of fault samples.
no code implementations • 24 Feb 2024 • Maziyar Khadivi, Mostafa Abbasi, Todd Charter, Homayoun Najjaran
This paper addresses a production scheduling problem derived from an industrial use case, focusing on unrelated parallel machine scheduling with the personnel availability constraint.
no code implementations • 3 Jan 2024 • Maryam Ahang, Todd Charter, Oluwaseyi Ogunfowora, Maziyar Khadivi, Mostafa Abbasi, Homayoun Najjaran
This paper provides an overview of intelligent condition monitoring and fault detection and diagnosis methods for industrial plants with a focus on the open-source benchmark Tennessee Eastman Process (TEP).