BibMon: An open source Python package for process monitoring, soft sensing, and fault diagnosis

BibMon: An open source Python package for process monitoring, soft sensing, and fault diagnosis

This paper introduces BibMon, a Python package that provides predictive models for data-driven fault detection and diagnosis, soft sensing, and process condition monitoring. Key features include regression and reconstruction models, preprocessing pipelines, alarms, and visualization through control...

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Bibliographic Details
Main Authors: Afrânio Melo, Tiago S.M. Lemos, Rafael M. Soares, Deris Spina, Nayher Clavijo, Luiz Felipe de O. Campos, Maurício Melo Câmara, Thiago Feital, Thiago K. Anzai, Pedro H. Thompson, Fábio C. Diehl, José Carlos Pinto
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Digital Chemical Engineering
Subjects:
Process monitoring
Fault detection and diagnosis
Soft sensor
Machine learning
Open source
Online Access:http://www.sciencedirect.com/science/article/pii/S2772508124000449
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http://www.sciencedirect.com/science/article/pii/S2772508124000449

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