CN115062674A - 基于深度学习的刀具排布及换刀方法、设备及存储介质 - Google Patents
基于深度学习的刀具排布及换刀方法、设备及存储介质 Download PDFInfo
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN116372662A (zh) * | 2023-06-06 | 2023-07-04 | 成都飞机工业(集团)有限责任公司 | 数控锪窝尺寸预补偿修正方法 |
CN118092194A (zh) * | 2024-04-25 | 2024-05-28 | 中科航迈数控软件(深圳)有限公司 | 机床控制策略的调整方法、控制策略的调整装置及介质 |
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CN102073300A (zh) * | 2010-12-28 | 2011-05-25 | 华中科技大学 | 一种数控加工状态自学习的刀具磨损监控*** |
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CN102717288A (zh) * | 2011-03-28 | 2012-10-10 | 兄弟工业株式会社 | 机床和换刀方法 |
CN108107838A (zh) * | 2017-12-27 | 2018-06-01 | 山东大学 | 一种基于云知识库和机器学习的数控装备刀具磨损检测方法 |
CN108942409A (zh) * | 2018-08-26 | 2018-12-07 | 西北工业大学 | 基于残差卷积神经网络的刀具磨损量的建模和监测方法 |
CN111300144A (zh) * | 2019-11-25 | 2020-06-19 | 上海大学 | 基于图像处理的刀具磨损状态自动检测方法 |
WO2021107467A1 (ko) * | 2019-11-25 | 2021-06-03 | 두산공작기계 주식회사 | 공작기계 공구매거진과 주축 사이의 공구교환방법 |
CN113560929A (zh) * | 2021-06-30 | 2021-10-29 | 东风设备制造有限公司 | 一种可自由切换的刀库换刀方法 |
CN113664612A (zh) * | 2021-08-24 | 2021-11-19 | 沈阳工业大学 | 一种基于深度卷积神经网络的数控机床铣削刀具磨损实时监测方法 |
CN114202662A (zh) * | 2021-11-24 | 2022-03-18 | 华中科技大学 | 结合相邻刀轨横向几何特征的刀具特征点识别方法及设备 |
CN114297912A (zh) * | 2021-12-08 | 2022-04-08 | 燕山大学 | 基于深度学习的刀具磨损预测方法 |
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- 2022-07-28 CN CN202210899436.3A patent/CN115062674B/zh active Active
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JPH11267949A (ja) * | 1998-03-20 | 1999-10-05 | Kawasaki Heavy Ind Ltd | 工具摩耗検知装置および方法 |
CN102073300A (zh) * | 2010-12-28 | 2011-05-25 | 华中科技大学 | 一种数控加工状态自学习的刀具磨损监控*** |
CN102091972A (zh) * | 2010-12-28 | 2011-06-15 | 华中科技大学 | 一种数控机床刀具磨损监测方法 |
CN102717288A (zh) * | 2011-03-28 | 2012-10-10 | 兄弟工业株式会社 | 机床和换刀方法 |
JP2012200857A (ja) * | 2011-03-28 | 2012-10-22 | Brother Industries Ltd | 工作機械及び工具交換方法 |
CN108107838A (zh) * | 2017-12-27 | 2018-06-01 | 山东大学 | 一种基于云知识库和机器学习的数控装备刀具磨损检测方法 |
CN108942409A (zh) * | 2018-08-26 | 2018-12-07 | 西北工业大学 | 基于残差卷积神经网络的刀具磨损量的建模和监测方法 |
CN111300144A (zh) * | 2019-11-25 | 2020-06-19 | 上海大学 | 基于图像处理的刀具磨损状态自动检测方法 |
WO2021107467A1 (ko) * | 2019-11-25 | 2021-06-03 | 두산공작기계 주식회사 | 공작기계 공구매거진과 주축 사이의 공구교환방법 |
CN113560929A (zh) * | 2021-06-30 | 2021-10-29 | 东风设备制造有限公司 | 一种可自由切换的刀库换刀方法 |
CN113664612A (zh) * | 2021-08-24 | 2021-11-19 | 沈阳工业大学 | 一种基于深度卷积神经网络的数控机床铣削刀具磨损实时监测方法 |
CN114202662A (zh) * | 2021-11-24 | 2022-03-18 | 华中科技大学 | 结合相邻刀轨横向几何特征的刀具特征点识别方法及设备 |
CN114297912A (zh) * | 2021-12-08 | 2022-04-08 | 燕山大学 | 基于深度学习的刀具磨损预测方法 |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN116372662A (zh) * | 2023-06-06 | 2023-07-04 | 成都飞机工业(集团)有限责任公司 | 数控锪窝尺寸预补偿修正方法 |
CN116372662B (zh) * | 2023-06-06 | 2023-09-29 | 成都飞机工业(集团)有限责任公司 | 数控锪窝尺寸预补偿修正方法 |
CN118092194A (zh) * | 2024-04-25 | 2024-05-28 | 中科航迈数控软件(深圳)有限公司 | 机床控制策略的调整方法、控制策略的调整装置及介质 |
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Effective date of registration: 20230419 Address after: Building 1, Research Office Building, Hunan Xiaoguang Automotive Mold Co., Ltd., No. 218 Zhenhua Road, Yuhua District, Changsha City, Hunan Province, 410000 Patentee after: Hunan Xiaoguang Intelligent Equipment Manufacturing Co.,Ltd. Patentee after: HUNAN XIAOGUANG CAR MOULD CO.,LTD. Patentee after: Hunan Xiaoguang intelligent molding manufacturing Co.,Ltd. Address before: Building 1, Research Office Building, Hunan Xiaoguang Automotive Mold Co., Ltd., No. 218 Zhenhua Road, Yuhua District, Changsha City, Hunan Province, 410116 Patentee before: Hunan Xiaoguang Intelligent Equipment Manufacturing Co.,Ltd. |
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Denomination of invention: Tool layout and tool change methods, equipment, and storage media based on deep learning Effective date of registration: 20230510 Granted publication date: 20221122 Pledgee: Bank of Changsha Co.,Ltd. Jincheng sub branch Pledgor: Hunan Xiaoguang Intelligent Equipment Manufacturing Co.,Ltd.|HUNAN XIAOGUANG CAR MOULD CO.,LTD.|Hunan Xiaoguang intelligent molding manufacturing Co.,Ltd. Registration number: Y2023430000014 |
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Denomination of invention: Tool arrangement and tool replacement methods, equipment, and storage media based on deep learning Granted publication date: 20221122 Pledgee: Bank of Changsha Co.,Ltd. Jincheng sub branch Pledgor: HUNAN XIAOGUANG CAR MOULD CO.,LTD.|Hunan Xiaoguang intelligent molding manufacturing Co.,Ltd.|Hunan Xiaoguang Intelligent Equipment Manufacturing Co.,Ltd. Registration number: Y2024980018853 |
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