[HTML][HTML] Reliability assessment of manufacturing systems: A comprehensive overview, challenges and opportunities
Reliability assessment refers to the process of evaluating reliability of components or
systems during their lifespan or prior to their implementation. In the manufacturing industry …
systems during their lifespan or prior to their implementation. In the manufacturing industry …
PROCESS MINING AND SIMULATION MODELING IN PRODUCTION SYSTEMS: A REVIEW.
Background: Production systems often face challenges that impact efficiency, productivity,
and overall performance. Various approaches and techniques are employed to address …
and overall performance. Various approaches and techniques are employed to address …
A Framework for Validating Data-Driven Discrete-Event Simulation Models of Cyber-Physical Production Systems
In recent years, there has been a significant increase in the deployment of Cyber-physical
Production Systems (CPPS) across various industries. CPPS consist of interconnected …
Production Systems (CPPS) across various industries. CPPS consist of interconnected …
Fusing Expert Knowledge and Data for Simulation Model Discovery in Digital Twins: A Case Study from Reliability Modeling
M Jungmann, S Lazarova-Molnar - 2024 Winter Simulation …, 2024 - ieeexplore.ieee.org
Integrating expert knowledge in data-driven Digital Twins can lead to better-informed
underlying models. Achieving systematic integration, however, remains a complex …
underlying models. Achieving systematic integration, however, remains a complex …
Reliability modeling and simulation: advancements with data-driven techniques and expert knowledge integration
Reliability of a system defines the likelihood that a system would operate as expected for a
predefined length of time. There have been numerous notable efforts to model systems with …
predefined length of time. There have been numerous notable efforts to model systems with …
Equipment-centric Data-driven Reliability Assessment of Complex Manufacturing Systems
Complex manufacturing systems produce highly engineered products with long product
cycle times and are characterized by complex production process behaviors. Ensuring the …
cycle times and are characterized by complex production process behaviors. Ensuring the …
Data-driven reliability assessment of manufacturing systems using process mining
Reliability analysis has long been used to understand and predict system behaviors in
various industries, including manufacturing, aerospace, and energy. However, the …
various industries, including manufacturing, aerospace, and energy. However, the …
Extending Simulation Modeling Methodology for Digital Twin Applications
The number of reported works in Digital Twin (DT) has significantly increased in recent
years. A fundamental component of a DT is the digital representation of a real object …
years. A fundamental component of a DT is the digital representation of a real object …
Discovering Simulation Models from Labor-Intensive Manufacturing Systems
M Götz, S Lazarova-Molnar - 2024 Winter Simulation …, 2024 - ieeexplore.ieee.org
Simulation modeling has become essential in industries for enhancing processes, improving
efficiency, and mitigating risks within manufacturing systems. However, the automatic …
efficiency, and mitigating risks within manufacturing systems. However, the automatic …
Modular Validation within Digital Twins: A Case Study in Reliability Analysis of Manufacturing Systems
As manufacturing rapidly evolves, optimizing processes is essential. Digital Twins, which act
as near real-time virtual replicas of the corresponding real-world systems, can support this …
as near real-time virtual replicas of the corresponding real-world systems, can support this …