# A Cost-Effective CNN-LSTM-Based Solution for Predicting Faulty Remote Water Meter Reading Devices in AMI Systems

> Research article (Sensors, 2021) · cited 10× · AI/ML

**Wikidata**: [openalex:W3199733314](https://www.wikidata.org/wiki/openalex:W3199733314)  
**Source**: https://4ort.xyz/entity/a-cost-effective-cnn-lstm-based-solution-for-predicting-faulty-remote-water-meter-reading-devices-in-ami-systems