# A new method to forecast multi-time scale load of natural gas based on augmentation data-machine learning model

> Research article (Chinese Journal of Chemical Engineering, 2022) · cited 14× · AI/ML

**Wikidata**: [openalex:W4206023370](https://www.wikidata.org/wiki/openalex:W4206023370)  
**Source**: https://4ort.xyz/entity/a-new-method-to-forecast-multi-time-scale-load-of-natural-gas-based-on-augmentation-data-machine-learning-model