# A novel transformer-based multi-variable multi-step prediction method for chemical process fault prognosis

> Research article (Process Safety and Environmental Protection, 2022) · cited 67× · AI/ML

**Wikidata**: [openalex:W4309835665](https://www.wikidata.org/wiki/openalex:W4309835665)  
**Source**: https://4ort.xyz/entity/a-novel-transformer-based-multi-variable-multi-step-prediction-method-for-chemical-process-fault-prognosis