# Machine learning-based fault detection and diagnosis of electrical conductivity and pH sensors in hydroponic systems

> Research article (Computers and Electronics in Agriculture, 2025) · cited 17× · AI/ML

**Wikidata**: [openalex:W4410391213](https://www.wikidata.org/wiki/openalex:W4410391213)  
**Source**: https://4ort.xyz/entity/machine-learning-based-fault-detection-and-diagnosis-of-electrical-conductivity-and-ph-sensors-in-hydroponic-systems