摘要
Surface roughness has a significant effect on the performance of machined components. In the present study, a total of 49 end milling experiments on AISI H13 steel are conducted. Based on the experimental results, the signal-to-noise (S/N) ratio is employed to study the effects of cutting parameters (axial depth of cut, cutting speed, feed per tooth and radial depth of cut) on surface roughness. An ANN predicting model for surface roughness versus cutting parameters is developed based on the experimental results. The testing results show that the proposed model can be used as a satisfactory prediction for surface roughness.
| 源语言 | 英语 |
|---|---|
| 主期刊名 | High Speed Machining VI |
| 编辑 | Xianli Liu, Bin Jiang, Xuefeng Wu, Caixu Yue |
| 出版商 | Trans Tech Publications Ltd. |
| 页 | 590-595 |
| 页数 | 6 |
| ISBN（印刷版） | 9783038351429 |
| DOI | |
| 出版状态 | 已出版 - 2014 |
| 已对外发布 | 是 |
| 活动 | 6th International Conference on High Speed Machining, ICHSM 2014 - Harbin, 中国 期限: 24 7月 2014 → 25 7月 2014 |
出版系列
| 姓名 | Materials Science Forum |
|---|---|
| 卷 | 800-801 |
| ISSN（印刷版） | 0255-5476 |
| ISSN（电子版） | 1662-9752 |
会议
| 会议 | 6th International Conference on High Speed Machining, ICHSM 2014 |
|---|---|
| 国家/地区 | 中国 |
| 市 | Harbin |
| 时期 | 24/07/14 → 25/07/14 |
指纹
探究 'Effect analysis and ANN prediction of surface roughness in end milling AISI H13 steel' 的科研主题。它们共同构成独一无二的指纹。引用此
Zhang, Q., Zhang, S., Man, J., & Zhao, B. (2014). Effect analysis and ANN prediction of surface roughness in end milling AISI H13 steel. 在 X. Liu, B. Jiang, X. Wu, & C. Yue (编辑), High Speed Machining VI (页码 590-595). (Materials Science Forum; 卷 800-801). Trans Tech Publications Ltd.. https://doi.org/10.4028/www.scientific.net/MSF.800-801.590