# Control valve stiction detection using Markov transition field and deep convolutional neural network

> Research article (The Canadian Journal of Chemical Engineering, 2023) · cited 21× · AI/ML

**Wikidata**: [openalex:W4385273579](https://www.wikidata.org/wiki/openalex:W4385273579)  
**Source**: https://4ort.xyz/entity/control-valve-stiction-detection-using-markov-transition-field-and-deep-convolutional-neural-network