# A novel optimization algorithm based PID controller design for real-time optimization of cutting depth and surface roughness in finish hard turning processes

> Research article (Results in Engineering, 2023) · cited 26× · AI/ML

**Wikidata**: [openalex:W4382301380](https://www.wikidata.org/wiki/openalex:W4382301380)  
**Source**: https://4ort.xyz/entity/a-novel-optimization-algorithm-based-pid-controller-design-for-real-time-optimization-of-cutting-depth-and-surface-rough