CN113369697B - 激光抛光在线检测系统及方法 - Google Patents
激光抛光在线检测系统及方法 Download PDFInfo
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- CN113369697B CN113369697B CN202110695029.6A CN202110695029A CN113369697B CN 113369697 B CN113369697 B CN 113369697B CN 202110695029 A CN202110695029 A CN 202110695029A CN 113369697 B CN113369697 B CN 113369697B
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- 238000005498 polishing Methods 0.000 title claims abstract description 66
- 238000001514 detection method Methods 0.000 title claims abstract description 41
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B23—MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
- B23K—SOLDERING OR UNSOLDERING; WELDING; CLADDING OR PLATING BY SOLDERING OR WELDING; CUTTING BY APPLYING HEAT LOCALLY, e.g. FLAME CUTTING; WORKING BY LASER BEAM
- B23K26/00—Working by laser beam, e.g. welding, cutting or boring
- B23K26/352—Working by laser beam, e.g. welding, cutting or boring for surface treatment
- B23K26/3568—Modifying rugosity
- B23K26/3576—Diminishing rugosity, e.g. grinding; Polishing; Smoothing
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B23—MACHINE TOOLS; METAL-WORKING NOT OTHERWISE PROVIDED FOR
- B23K—SOLDERING OR UNSOLDERING; WELDING; CLADDING OR PLATING BY SOLDERING OR WELDING; CUTTING BY APPLYING HEAT LOCALLY, e.g. FLAME CUTTING; WORKING BY LASER BEAM
- B23K26/00—Working by laser beam, e.g. welding, cutting or boring
- B23K26/02—Positioning or observing the workpiece, e.g. with respect to the point of impact; Aligning, aiming or focusing the laser beam
- B23K26/03—Observing, e.g. monitoring, the workpiece
- B23K26/032—Observing, e.g. monitoring, the workpiece using optical means
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
- G01D21/00—Measuring or testing not otherwise provided for
- G01D21/02—Measuring two or more variables by means not covered by a single other subclass
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
- G06F18/232—Non-hierarchical techniques
- G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P70/00—Climate change mitigation technologies in the production process for final industrial or consumer products
- Y02P70/10—Greenhouse gas [GHG] capture, material saving, heat recovery or other energy efficient measures, e.g. motor control, characterised by manufacturing processes, e.g. for rolling metal or metal working
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- Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Optics & Photonics (AREA)
- Mechanical Engineering (AREA)
- Life Sciences & Earth Sciences (AREA)
- Artificial Intelligence (AREA)
- Plasma & Fusion (AREA)
- Evolutionary Computation (AREA)
- General Engineering & Computer Science (AREA)
- Bioinformatics & Computational Biology (AREA)
- Biophysics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Probability & Statistics with Applications (AREA)
- Health & Medical Sciences (AREA)
- Biomedical Technology (AREA)
- Evolutionary Biology (AREA)
- Computational Linguistics (AREA)
- General Health & Medical Sciences (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
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- Constituent Portions Of Griding Lathes, Driving, Sensing And Control (AREA)
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CN113369697A CN113369697A (zh) | 2021-09-10 |
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Families Citing this family (4)
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CN114147347A (zh) * | 2021-11-30 | 2022-03-08 | 深圳信息职业技术学院 | 抛光装置与磁场辅助抛光方法 |
CN114654047B (zh) * | 2022-05-12 | 2024-05-07 | 新疆大学 | 一种数控短电弧加工监测装置及其监测方法 |
CN116984747B (zh) * | 2023-09-19 | 2023-11-24 | 讯创(天津)电子有限公司 | 基于lmc工艺使用激光束刻蚀射频区域的方法 |
CN117584437B (zh) * | 2024-01-17 | 2024-05-14 | 苏州禾昌聚合材料股份有限公司 | 一种增强塑件表面金属质感的激光照射装置及调节方法 |
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US6553275B1 (en) * | 1999-03-11 | 2003-04-22 | Jyoti Mazumder | In-situ stress monitoring during direct material deposition process |
CN103567650B (zh) * | 2013-10-24 | 2015-08-12 | 清华大学 | 激光热丝焊工艺优化方法 |
CN107457471B (zh) * | 2017-09-20 | 2023-03-24 | 广东工业大学 | 一种焊接系统 |
CN107855687B (zh) * | 2017-10-17 | 2019-07-26 | 华中科技大学鄂州工业技术研究院 | 一种增材制造熔深在线检测和控制方法及系统 |
CN108562422B (zh) * | 2018-05-31 | 2023-12-22 | 吉林大学 | 复杂环境下液体动力学特性试验装置 |
CN109507187A (zh) * | 2018-11-23 | 2019-03-22 | 哈尔滨工业大学(威海) | 一种激光增材制造缺陷诊断方法及其装置 |
CN109967863A (zh) * | 2019-05-05 | 2019-07-05 | 北京航空航天大学 | 一种基于现有激光加工设备的磁场辅助激光抛光方法 |
CN109967864A (zh) * | 2019-05-05 | 2019-07-05 | 北京航空航天大学 | 一种基于现有激光加工设备的磁场辅助激光抛光装置 |
CN110530802B (zh) * | 2019-08-02 | 2020-06-19 | 西安交通大学 | 一种用于研究高压环境激光焊接的无增压泵焊接实验装置 |
CN110605393B (zh) * | 2019-09-25 | 2021-06-08 | 中国兵器装备集团自动化研究所 | 一种激光立体成形过程检测方法及系统和应用 |
CN110688799A (zh) * | 2019-09-27 | 2020-01-14 | 华中科技大学 | 一种电子束焊仿真方法、装置及设备 |
CN111795977A (zh) * | 2020-06-08 | 2020-10-20 | 武汉大学 | 金属增材制造多种监测设备在线实时监控系统 |
CN212885717U (zh) * | 2020-07-03 | 2021-04-06 | 深圳信息职业技术学院 | 一种稳态磁场辅助的激光微抛光设备 |
CN112620652B (zh) * | 2020-11-27 | 2022-09-27 | 哈尔滨工业大学 | 一种电弧增材制造过程的自适应控制系统及方法 |
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