A new open labelled dataset from real district heating substations plus an evaluation framework with accuracy, reliability, and earliness metrics enables reproducible development of early fault detection methods.
Lund, Renewable heating strategies and their consequences for stor- age and grid infrastructures comparing a smart grid to a smart energy systems approach, Energy 151 (2018) 94–102
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Enabling Predictive Maintenance in District Heating Substations: A Labelled Dataset and Fault Detection Evaluation Framework based on Service Data
A new open labelled dataset from real district heating substations plus an evaluation framework with accuracy, reliability, and earliness metrics enables reproducible development of early fault detection methods.