Improving the in-hospital mortality prediction of diabetes ICU patients using a process mining/deep learning architecture

J Theis, WL Galanter, AD Boyd… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Diabetes intensive care unit (ICU) patients are at increased risk of complications leading to
in-hospital mortality. Assessing the likelihood of death is a challenging and time-consuming …

IoT-enabled real-time production performance analysis and exception diagnosis model

Y Zhang, W Wang, N Wu, C Qian - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The recent developments of technologies in Internet of Things (IoT) provide the opportunities
for smart manufacturing with real-time traceability, visibility, and interoperability in production …

A Petri net-based discrete-event control of automated manufacturing systems with assembly operations

H Hu, MC Zhou - IEEE Transactions on Control Systems …, 2014 - ieeexplore.ieee.org
In the context of automated manufacturing systems (AMSs), Petri nets are widely adopted to
solve the modeling, analysis, and control problems. So far, nearly all known approaches to …

Decay replay mining to predict next process events

J Theis, H Darabi - IEEE Access, 2019 - ieeexplore.ieee.org
In complex processes, various events can happen in different sequences. The prediction of
the next event given an a-priori process state is of importance in such processes. Recent …

Qualsec: An automated quality-driven approach for security risk identification in cyber-physical production systems

M Eckhart, A Ekelhart, S Biffl, A Lüder… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
As the threat landscape in the industrial domain continually advances, security-by-design is
an ever-growing concern in the engineering of cyber-physical production systems (CPPSs) …

Supervisor simplification in FMSs: Comparative studies and new results using Petri nets

H Hu, Y Liu, L Yuan - IEEE Transactions on Control Systems …, 2015 - ieeexplore.ieee.org
Modern complex systems require intensive application of sophisticated supervisors.
Structural simplification techniques are one of the fundamental researches in the context of …

Blockchain-based collaborative data analysis framework for distributed medical knowledge extraction

Z Li, M Li, A Li, Z Lin - Computers & Industrial Engineering, 2024 - Elsevier
To ensure the privacy preservation and transparent use of regulated medical big data at
decentralized and distributed medical institutions, this paper proposes a blockchain-based …

Security analysis for distributed IoT-based industrial automation

V Lesi, Z Jakovljevic, M Pajic - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) technologies enable development of reconfigurable manufacturing
systems—a new generation of modularized industrial equipment suitable for highly …

Modeling and race detection of ladder diagrams via ordinary Petri nets

J Luo, Q Zhang, X Chen… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
This paper presents an ordinary Petri net (PN)-based approach to the modeling and race-
detection problems of programs for programmable logic controllers (PLCs). First, a PLC …

Formal modeling of grafcets with time Petri nets

M Sogbohossou, A Vianou - IEEE Transactions on Control …, 2015 - ieeexplore.ieee.org
Grafcet standard (IEC60848) is a formalism used in the world of manufacturing control, at the
behavioral specification stage of a system. For specifying safe-critical systems, mathematical …