An overview of industrial alarm systems: Main causes for alarm overloading, research status, and open problems

J Wang, F Yang, T Chen… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Alarm systems play critically important roles for the safe and efficient operation of modern
industrial plants. However, most existing industrial alarm systems suffer from poor …

Detection of frequent alarm patterns in industrial alarm floods using itemset mining methods

W Hu, T Chen, SL Shah - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
The presence of alarm floods is identified as the main reason for low efficiency of alarm
systems and the leading cause of many industrial accidents. In practice, a commonly used …

APGNN: Alarm Propagation Graph Neural Network for fault detection and alarm root cause analysis

W Jiang, Y Bai - Computer Networks, 2023 - Elsevier
Telecommunication network plays an important role in our daily life. Fault detection and
alarm root cause analysis are the keys to ensure the normal operation of the network. To …

[HTML][HTML] Advances in alarm data analysis with a practical application to online alarm flood classification

M Lucke, M Chioua, C Grimholt, M Hollender… - Journal of Process …, 2019 - Elsevier
During an alarm flood, the alarm rate is greater than the operator can effectively manage.
Many alarm data analysis methods have been proposed in the literature to mitigate the …

Pattern mining in alarm flood sequences using a modified PrefixSpan algorithm

T Niyazmand, I Izadi - ISA transactions, 2019 - Elsevier
Proper monitoring of performance of an alarm system throughout its life cycle is an important
factor in safety and reliability of industrial plants. Complexity and extent of modern industrial …

Early classification of industrial alarm floods based on semisupervised learning

HS Alinezhad, J Shang, T Chen - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Early classification of ongoing alarm floods in industrial monitoring systems is crucial to
provide a safe and efficient operation. It can provide online decision support for plant …

A survey on intelligent management of alerts and incidents in IT services

Q Yu, N Zhao, M Li, Z Li, H Wang, W Zhang… - Journal of Network and …, 2024 - Elsevier
Modern service systems are constantly improving with the development of various IT
technologies, leading to a boost in system scales and complex dependencies among …

[HTML][HTML] A heterogeneous benchmark dataset for data analytics: Multiphase flow facility case study

A Stief, R Tan, Y Cao, JR Ottewill, NF Thornhill… - Journal of Process …, 2019 - Elsevier
Improvements in sensing, connectivity and computing technologies mean that industrial
processes now generate data from a variety of disparate sources. Data may take a number …

A local alignment approach to similarity analysis of industrial alarm flood sequences

W Hu, J Wang, T Chen - Control Engineering Practice, 2016 - Elsevier
Similar alarm sequence alignment algorithms have been used to find similar alarm floods in
the historical database for the prediction and prevention of alarm floods. However, the …

Association rules mining based analysis of consequential alarm sequences in chemical processes

J Wang, H Li, J Huang, C Su - Journal of Loss Prevention in the Process …, 2016 - Elsevier
In the context of industrial alarm rationalization, the analysis of consequential alarms is
helpful for finding out root alarms so as to avoid alarm flooding. Motivated by this idea, this …