# Learning global and local features of power load series through transformer and 2D-CNN: An image-based multi-step forecasting approach incorporating phase space reconstruction

> Research article (Applied Energy, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4404107368](https://www.wikidata.org/wiki/openalex:W4404107368)  
**Source**: https://4ort.xyz/entity/learning-global-and-local-features-of-power-load-series-through-transformer-and-2d-cnn-an-image-based-multi-step-forecas