Condition-Based Maintenance of Gensets in District Heating Using Unsupervised Normal Behavior Models Applied on SCADA Data

Condition-Based Maintenance of Gensets in District Heating Using Unsupervised Normal Behavior Models Applied on SCADA Data

Increasing interest in natural gas-fired gensets is motivated by District Heating (DH) network applications, especially in urban areas. Even if they represent customary solutions, when used in DH, duty regimes are driven by network thermal energy demands resulting in discontinuous operation, which a...

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Bibliographic Details
Main Authors: Valerio Francesco Barnabei, Fabrizio Bonacina, Alessandro Corsini, Francesco Aldo Tucci, Roberto Santilli
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Energies
Subjects:
multivariate time series
early fault detection
condition based maintenance
multi-MW gensets SCADA data
Online Access:https://www.mdpi.com/1996-1073/16/9/3719

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https://www.mdpi.com/1996-1073/16/9/3719

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