Comprehensive Analysis of Cutting-Force Components in Milling Using RQA: Effect of Edge Geometry and Process Parameters
This study investigates the influence of cutting edge geometry (continuous, serrated, and wavy) and selected machining parameters (cutting speed <i>v<sub>c</sub></i>, feed per tooth <i>f<sub>z</sub></i>, and radial infeed <i>a<sub>e</sub></i>) on cutting-force components and dynamic behavior during the milling of an AlZn5.5MgCu aluminum alloy. The analysis was based on box plots and Recurrence Quantification Analysis (RQA) applied to the cutting-force signal. The results demonstrated that serrated and wavy-edge tools generated significantly lower values of the normal force component F<sub>fN</sub>-up to -57% on average-compared to the continuous-edge tool, particularly at lower <i>f<sub>z</sub></i> and <i>v<sub>c</sub></i>, indicating enhanced process dynamics. At higher <i>a<sub>e</sub></i> values, however, these tools induced increased signal variability-up to 300% greater-suggesting potential resonance excitation. RQA indicators, such as DET, Lmax, and LAM, revealed a strong dependence of system dynamics on tool edge geometry. Linear Discriminant Analysis (LDA) confirmed that RQA measures effectively distinguish between cutting-edge types. The study concludes that tooldge geometry substantially affects milling process stability and can be purposefully selected to optimize performance under varying machining conditions.
Authors
- Łukasz Żyłka (ORCID: https://orcid.org/0000-0003-0136-1548)
- M. Wydra (ORCID: https://orcid.org/0000-0002-4541-2987)
- Rafał Rusinek (ORCID: https://orcid.org/0000-0002-2808-2007)
- Marcin Płodzień (ORCID: https://orcid.org/0000-0001-8369-3604)
Institutions
- Rzeszów University of Technology (PL)
- Lublin University of Technology (PL)
Publication Details
- Journal
- Materials
- Published
- 2025-08-11
- DOI
- https://doi.org/10.3390/ma18163768
- Citations
- 1
- Primary Topic
- Advanced machining processes and optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.71