Most important performance evaluation methods of production lines: A comprehensive review on historical perspective and emerging trends

MU Koyuncuoğlu - Computers & Industrial Engineering, 2024 - Elsevier
Production is one of the most significant building blocks that strengthen the sustainable
economy of companies and thus contribute to the countries' welfare. Performance indicators …

A classification and review of timed Markov models of manufacturing systems

CT Papadopoulos, J Li, MEJ O'Kelly - Computers & Industrial Engineering, 2019 - Elsevier
Many problems in manufacturing systems can be formulated via Markov stochastic
modeling. This paper gives a review and classification of timed models of manufacturing …

Research on digital production technology for traditional manufacturing enterprises based on industrial Internet of Things in 5G era

Y Liu, KD Tong, F Mao, J Yang - The International Journal of Advanced …, 2020 - Springer
Based on the analysis of 5G and Internet of Things technology, this paper proposes the
reference architecture of smart factory and its application path for traditional manufacturing …

Data-driven modeling and real-time distributed control for energy efficient manufacturing systems

J Zou, Q Chang, J Arinez, G **ao - Energy, 2017 - Elsevier
As manufacturers face the challenges of increasing global competition and energy saving
requirements, it is imperative to seek out opportunities to reduce energy waste and overall …

Dynamic production system diagnosis and prognosis using model-based data-driven method

J Zou, Q Chang, J Arinez, G **ao, Y Lei - Expert Systems with Applications, 2017 - Elsevier
Advanced manufacturing systems are becoming increasingly complex, subjecting to
constant changes driven by fluctuating market demands, new technology insertion, as well …

A new aggregation algorithm for performance metric calculation in serial production lines with exponential machines: design, accuracy and robustness

Y Bai, J Tu, M Yang, L Zhang… - International Journal of …, 2021 - Taylor & Francis
Performance metric calculation is one of the most important problems in production system
research. In this paper, we consider serial production lines with finite buffers and machines …

Production system performance identification using sensor data

J Zou, Q Chang, Y Lei, J Arinez - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Advanced manufacturing systems are characterized by their complex dynamics, which are
subject to constant changes caused by technology insertion, engineering modification, as …

Finite production run-based serial lines with Bernoulli machines: Performance analysis, bottleneck, and case study

Z Jia, L Zhang, J Arinez, G **ao - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In manufacturing systems with large variety of products, small-to medium-size production
runs are typically carried out according to the customers' orders. When the volume of a …

Transient analysis and scheduling of Bernoulli serial lines with multi-type products and finite buffers

X Wang, Y Dai, L Wang, Z Jia - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Serial lines with multi-type products, finite buffers, and stochastic machine breakdowns are
commonly seen in flexible production systems, where multiple small-size production batches …

Performance analysis of assembly systems with Bernoulli machines and finite buffers during transients

Z Jia, L Zhang, J Arinez, G **ao - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Serial lines and assembly systems are two of the most fundamental production system
structures used in practical manufacturing environments. While serial lines have been …