# Data augmentation for improving heating load prediction of heating substation based on TimeGAN

> Research article (Energy, 2022) · cited 88× · AI/ML

**Wikidata**: [openalex:W4290929874](https://www.wikidata.org/wiki/openalex:W4290929874)  
**Source**: https://4ort.xyz/entity/data-augmentation-for-improving-heating-load-prediction-of-heating-substation-based-on-timegan