# Fault Detection for Point Machines: A Review, Challenges, and Perspectives

> Research article (Actuators, 2023) · cited 97× · AI/ML

**Wikidata**: [openalex:W4387744525](https://www.wikidata.org/wiki/openalex:W4387744525)  
**Source**: https://4ort.xyz/entity/fault-detection-for-point-machines-a-review-challenges-and-perspectives