# Fault identification and localization for the fast switching valve in the equal-coded digital hydraulic system based on hybrid CNN-LSTM model

> Research article (Mechanical Systems and Signal Processing, 2024) · cited 20× · AI/ML

**Wikidata**: [openalex:W4405319121](https://www.wikidata.org/wiki/openalex:W4405319121)  
**Source**: https://4ort.xyz/entity/fault-identification-and-localization-for-the-fast-switching-valve-in-the-equal-coded-digital-hydraulic-system-based-on-