# A Learnable Image-Based Load Signature Construction Approach in NILM for Appliances Identification

> Research article (IEEE Transactions on Smart Grid, 2023) · cited 41× · AI/ML

**Wikidata**: [openalex:W4319993400](https://www.wikidata.org/wiki/openalex:W4319993400)  
**Source**: https://4ort.xyz/entity/a-learnable-image-based-load-signature-construction-approach-in-nilm-for-appliances-identification