CN102785129B - 复杂零件的曲面加工精度的在线检测方法 - Google Patents
复杂零件的曲面加工精度的在线检测方法 Download PDFInfo
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Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101745845A (zh) * | 2009-12-07 | 2010-06-23 | 哈尔滨工业大学 | 一种金属零件外轮廓形状的测量方法及加工精度的检测方法 |
CN103142664A (zh) * | 2013-03-29 | 2013-06-12 | 厦门大学 | 用两级泡沫分离法提取柴胡中柴胡总皂苷的方法 |
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CN101745845A (zh) * | 2009-12-07 | 2010-06-23 | 哈尔滨工业大学 | 一种金属零件外轮廓形状的测量方法及加工精度的检测方法 |
CN103142664A (zh) * | 2013-03-29 | 2013-06-12 | 厦门大学 | 用两级泡沫分离法提取柴胡中柴胡总皂苷的方法 |
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