Optimization of the Femtosecond Laser Machining Process for Single Crystal Diamond Using Response Surface Methodology
Femtosecond laser machining offers high precision and minimal thermal impact, making it a promising technique for processing hard and brittle materials like single-crystal diamonds (SCDs). In this study, the femtosecond laser machining process for SCD material was systematically optimized to improve both machining efficiency and quality. Initial single-factor experiments were conducted to explore the effects of key process parameters—laser power, scanning speed, and number of scans—on machining performance. Subsequently, response surface methodology (RSM)-based experiments designed using the Box–Behnken method were employed to comprehensively refine the process. A regression model was developed to analyze the data, and the interaction effects of the parameters were thoroughly evaluated. The validated model identified an optimal set of parameters, resulting in a significant improvement in machining performance. This research provides a comprehensive framework for optimizing femtosecond laser machining processes, offering valuable insights critical for the production of advanced lightweight components in industries such as aerospace, optical instruments, and high-performance electronics.
Authors
- Qi Zeng (ORCID: https://orcid.org/0000-0002-8299-164X)
- Yuan Li (ORCID: https://orcid.org/0000-0002-2891-8919)
- Chang Chen (ORCID: https://orcid.org/0000-0003-2349-3437)
- Jiu Yin (ORCID: https://orcid.org/0000-0001-7892-1035)
- Guangfu Zhang (ORCID: https://orcid.org/0009-0009-1091-271X)
- Chuanbo Ming
Institutions
- Hunan University (CN)
- Hunan City University (CN)
Publication Details
- Journal
- Machines
- Published
- 2024-09-03
- DOI
- https://doi.org/10.3390/machines12090614
- Citations
- 2
- Primary Topic
- Laser Material Processing Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.75