# FMM-VMD-Transformer: A hybrid deep learning model for predicting natural gas consumption

> Research article (Digital engineering., 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4399142674](https://www.wikidata.org/wiki/openalex:W4399142674)  
**Source**: https://4ort.xyz/entity/fmm-vmd-transformer-a-hybrid-deep-learning-model-for-predicting-natural-gas-consumption