# An integrated D-CNN-LSTM approach for short-term heat demand prediction in district heating systems

> Research article (Energy Reports, 2022) · cited 22× · AI/ML

**Wikidata**: [openalex:W4292405955](https://www.wikidata.org/wiki/openalex:W4292405955)  
**Source**: https://4ort.xyz/entity/an-integrated-d-cnn-lstm-approach-for-short-term-heat-demand-prediction-in-district-heating-systems