# A Machine-Learning-Based IoT System for Optimizing Nutrient Supply in Commercial Aquaponic Operations

> Research article (Sensors, 2022) · cited 54× · AI/ML

**Wikidata**: [openalex:W4229054687](https://www.wikidata.org/wiki/openalex:W4229054687)  
**Source**: https://4ort.xyz/entity/a-machine-learning-based-iot-system-for-optimizing-nutrient-supply-in-commercial-aquaponic-operations