Data-driven reliability modeling of smart manufacturing systems using process mining

J Friederich, S Lazarova-Molnar - 2022 Winter Simulation …, 2022 - ieeexplore.ieee.org
Accurate reliability modeling and assessment of manufacturing systems leads to lower
maintenance costs and higher profits. However, the complexity of modern Smart …

Equipment-centric Data-driven Reliability Assessment of Complex Manufacturing Systems

J Friederich, W Cai, BP Gan… - Proceedings of the 2023 …, 2023 - dl.acm.org
Complex manufacturing systems produce highly engineered products with long product
cycle times and are characterized by complex production process behaviors. Ensuring the …

Data-driven reliability assessment of manufacturing systems using process mining

J Friederich, S Lazarova-Molnar - SIMULATION, 2024 - journals.sagepub.com
Reliability analysis has long been used to understand and predict system behaviors in
various industries, including manufacturing, aerospace, and energy. However, the …

Ethical Challenges in the New Era of Intelligent Manufacturing Systems

E Stathatos, P Benardos, GC Vosniakos - The Ethics Gap in the …, 2024 - emerald.com
This chapter explores the ethical challenges arising from the integration of advanced
artificial intelligence (AI) technologies into intelligent manufacturing systems. Machine …

Data-Driven Assessment of Reliability for Cyber-Physical Production Systems

J Friederich - 2023 - portal.findresearcher.sdu.dk
As one of the cornerstones of Industry 4.0, Cyber-Physical Production Systems (CPPS) have
emerged as a pivotal technology in modern manufacturing. They enable the integration of …

Managing the Reliability of Multistage Processes Facing Stochastic Failures

AW Siddiqui, SA Raza - 2023 IEEE Smart World Congress …, 2023 - ieeexplore.ieee.org
Failure of modern complex systems or processes has immense implications on society
regarding efficiency, performance, safety, resource wastage, economic losses, and …

[PDF][PDF] DATA-DRIVEN RELIABILITY MODELING OF SMART MANUFACTURING SYSTEMS USING PROCESS MINING

B Feng, G Pedrielli, Y Peng, S Shashaani, E Song… - simulation.su
Accurate reliability modeling and assessment of manufacturing systems leads to lower
maintenance costs and higher profits. However, the complexity of modern Smart …