A method for detecting causal relationships between industrial alarm variables using Transfer Entropy and K2 algorithm

Combining machine learning with knowledge-based modeling for scalable forecasting and subgrid-scale closure of large, complex, spatiotemporal systems

(2020) Alexander Wikner et al.   CHAOS

A novel scoring function based on family transfer entropy for Bayesian networks learning and its application to industrial alarm systems

(2019) Qian-Qian Meng et al.   JOURNAL OF PROCESS CONTROL

Extracting Value from Industrial Alarms and Events: A Data-Driven Approach Based on Exploratory Data Analysis

(2019) Aguinaldo Bezerra et al.   SENSORS

Process system fault detection and diagnosis using a hybrid technique

(2018) Md. Tanjin Amin et al.   CHEMICAL ENGINEERING SCIENCE

Detection of Frequent Alarm Patterns in Industrial Alarm Floods Using Itemset Mining Methods

(2018) Wenkai Hu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Root-cause analysis of occurring alarms in thermal power plants based on Bayesian networks

(2018) Jiandong Wang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Root cause diagnosis of quality-related faults in industrial multimode processes using robust Gaussian mixture model and transfer entropy

(2018) Liang Ma et al.   NEUROCOMPUTING

Process Monitoring Based on Multivariate Causality Analysis and Probability Inference

(2018) Xiaolu Chen et al.   IEEE Access

Sequence Mining Based Alarm Suppression

(2018) Gyula Dorgo et al.   IEEE Access

Fault detection and pathway analysis using a dynamic Bayesian network

(2018) Md. Tanjin Amin et al.   CHEMICAL ENGINEERING SCIENCE

Capturing Causality for Fault Diagnosis Based on Multi-Valued Alarm Series Using Transfer Entropy

(2017) Jianjun Su et al.   Entropy

Industrial alarm systems: Challenges and opportunities

(2017) Pankaj Goel et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Online pattern matching and prediction of incoming alarm floods

(2017) Shiqi Lai et al.   JOURNAL OF PROCESS CONTROL

An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems

(2016) Jiandong Wang et al.   IEEE Transactions on Automation Science and Engineering

A new method to detect and quantify correlated alarms with occurrence delays

(2015) Wenkai Hu et al.   COMPUTERS & CHEMICAL ENGINEERING

Data-driven causal inference based on a modified transfer entropy

(2013) Yidan Shu et al.   COMPUTERS & CHEMICAL ENGINEERING

Pattern matching of alarm flood sequences by a modified Smith–Waterman algorithm

(2012) Yue Cheng et al.   CHEMICAL ENGINEERING RESEARCH & DESIGN

Reliability and Availability Evaluation of Wireless Sensor Networks for Industrial Applications

(2012) Ivanovitch Silva et al.   SENSORS