# 2-D regional short-term wind speed forecast based on CNN-LSTM deep learning model

> Research article (Energy Conversion and Management, 2021) · cited 212× · AI/ML

**Wikidata**: [openalex:W3179483397](https://www.wikidata.org/wiki/openalex:W3179483397)  
**Source**: https://4ort.xyz/entity/2-d-regional-short-term-wind-speed-forecast-based-on-cnn-lstm-deep-learning-model