This article presents a dataset collected from a real process control network (PCN) to facilitate deep-learning-based anomaly detection and analysis in industrial settings. The dataset aims to provide a realistic environment for researchers to develop, test, and benchmark anomaly detection models without the risk associated with experimenting on live systems. It reflects raw process data from a gas processing plant, offering coverage of critical parameters vital for system performance, safety, and process optimization.

Dataset Files

You must be an IEEE Dataport Subscriber to access these files. Subscribe now or login.

[1] Eddison Jaggernauth, Sean Rocke, Rajendra Narine, "A Comprehensive Dataset for Deep Learning-Based Monitoring and Analysis in Real Process Control Networks", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/ycks-8829. Accessed: Apr. 13, 2024.
@data{ycks-8829-24,
doi = {10.21227/ycks-8829},
url = {http://dx.doi.org/10.21227/ycks-8829},
author = {Eddison Jaggernauth; Sean Rocke; Rajendra Narine },
publisher = {IEEE Dataport},
title = {A Comprehensive Dataset for Deep Learning-Based Monitoring and Analysis in Real Process Control Networks},
year = {2024} }
TY - DATA
T1 - A Comprehensive Dataset for Deep Learning-Based Monitoring and Analysis in Real Process Control Networks
AU - Eddison Jaggernauth; Sean Rocke; Rajendra Narine
PY - 2024
PB - IEEE Dataport
UR - 10.21227/ycks-8829
ER -
Eddison Jaggernauth, Sean Rocke, Rajendra Narine. (2024). A Comprehensive Dataset for Deep Learning-Based Monitoring and Analysis in Real Process Control Networks. IEEE Dataport. http://dx.doi.org/10.21227/ycks-8829
Eddison Jaggernauth, Sean Rocke, Rajendra Narine, 2024. A Comprehensive Dataset for Deep Learning-Based Monitoring and Analysis in Real Process Control Networks. Available at: http://dx.doi.org/10.21227/ycks-8829.
Eddison Jaggernauth, Sean Rocke, Rajendra Narine. (2024). "A Comprehensive Dataset for Deep Learning-Based Monitoring and Analysis in Real Process Control Networks." Web.
1. Eddison Jaggernauth, Sean Rocke, Rajendra Narine. A Comprehensive Dataset for Deep Learning-Based Monitoring and Analysis in Real Process Control Networks [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/ycks-8829
Eddison Jaggernauth, Sean Rocke, Rajendra Narine. "A Comprehensive Dataset for Deep Learning-Based Monitoring and Analysis in Real Process Control Networks." doi: 10.21227/ycks-8829