# Fault and anomaly detection in district heating substations: A survey on methodology and data sets

> Research article (Energy, 2023) · cited 37× · AI/ML

**Wikidata**: [openalex:W4366518818](https://www.wikidata.org/wiki/openalex:W4366518818)  
**Source**: https://4ort.xyz/entity/fault-and-anomaly-detection-in-district-heating-substations-a-survey-on-methodology-and-data-sets