# Research on early warning model of electric submersible pump wells failure based on the fusion of physical constraints and data-driven approach

> Research article (Geoenergy Science and Engineering, 2023) · cited 11× · AI/ML

**Wikidata**: [openalex:W4388792668](https://www.wikidata.org/wiki/openalex:W4388792668)  
**Source**: https://4ort.xyz/entity/research-on-early-warning-model-of-electric-submersible-pump-wells-failure-based-on-the-fusion-of-physical-constraints-a