# A novel heat load prediction model of district heating system based on hybrid whale optimization algorithm (WOA) and CNN-LSTM with attention mechanism

> Research article (Energy, 2024) · cited 113× · AI/ML

**Wikidata**: [openalex:W4403561290](https://www.wikidata.org/wiki/openalex:W4403561290)  
**Source**: https://4ort.xyz/entity/a-novel-heat-load-prediction-model-of-district-heating-system-based-on-hybrid-whale-optimization-algorithm-woa-and-cnn-l