# Nonlinear Model Predictive Control of Electrical Submersible Pumps based on Echo State Networks

> Research article (Advanced Engineering Informatics, 2022) · cited 33× · AI/ML

**Wikidata**: [openalex:W4214934898](https://www.wikidata.org/wiki/openalex:W4214934898)  
**Source**: https://4ort.xyz/entity/nonlinear-model-predictive-control-of-electrical-submersible-pumps-based-on-echo-state-networks