# Fault detection and diagnosis for variable refrigerant flow systems by using virtual sensors and deep learning

> Research article (Energy Reports, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4389748530](https://www.wikidata.org/wiki/openalex:W4389748530)  
**Source**: https://4ort.xyz/entity/fault-detection-and-diagnosis-for-variable-refrigerant-flow-systems-by-using-virtual-sensors-and-deep-learning