CN102519726A - Acoustic-based diagnosis (ABD) method for compound fault of rolling bearing - Google Patents
Acoustic-based diagnosis (ABD) method for compound fault of rolling bearing Download PDFInfo
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Cited By (20)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103149047A (en) * | 2013-03-08 | 2013-06-12 | 沈阳化工大学 | Cooling tower acoustic diagnosis method based on nonlinear mixed model |
CN103839552A (en) * | 2014-03-21 | 2014-06-04 | 浙江农林大学 | Environmental noise identification method based on Kurt |
CN103940597A (en) * | 2014-04-08 | 2014-07-23 | 昆明理工大学 | Method for detecting mechanical faults based on generalized extremum morphological filtering |
CN104064186A (en) * | 2014-06-26 | 2014-09-24 | 山东大学 | Electrical equipment failure tone detection method based on independent component analysis |
CN104568132A (en) * | 2014-12-11 | 2015-04-29 | 昆明理工大学 | Reference signal constraint-based mechanical characteristic acoustic signal frequency-domain semi-blind extraction method |
CN105588720A (en) * | 2015-12-15 | 2016-05-18 | 广州大学 | Fault diagnosis device and method for antifriction bearing based on analysis on morphological component of acoustic signal |
CN105659064A (en) * | 2013-10-11 | 2016-06-08 | 斯奈克玛 | Method, system and computer program for the acoustic analysis of a machine |
CN106295688A (en) * | 2016-08-02 | 2017-01-04 | 浙江工业大学 | A kind of fuzzy clustering method based on sparse average |
CN104198187B (en) * | 2014-09-04 | 2017-04-12 | 昆明理工大学 | Mechanical vibration fault characteristic time domain blind extraction method |
CN107831013A (en) * | 2017-10-11 | 2018-03-23 | 温州大学 | A kind of Method for Bearing Fault Diagnosis for strengthening cyclic bispectrum using probability principal component analysis |
CN108007689A (en) * | 2017-12-06 | 2018-05-08 | 慈兴集团有限公司 | A kind of bearing failure analysis method |
CN108152037A (en) * | 2017-11-09 | 2018-06-12 | 同济大学 | Method for Bearing Fault Diagnosis based on ITD and improvement shape filtering |
CN108776801A (en) * | 2018-04-17 | 2018-11-09 | 重庆大学 | It is a kind of based on owing to determine the analog circuit fault features extracting method of blind source separating |
CN109238728A (en) * | 2018-09-12 | 2019-01-18 | 温州大学 | The method and system of component failure diagnosis on a kind of vehicular engine |
CN110598593A (en) * | 2019-08-29 | 2019-12-20 | 东南大学 | Planetary gearbox fault diagnosis method based on resonance sparse decomposition and FastICA algorithm |
CN110926812A (en) * | 2019-01-21 | 2020-03-27 | 北京化工大学 | Rolling bearing single fault identification method based on acoustic emission |
CN113074935A (en) * | 2021-04-01 | 2021-07-06 | 西华大学 | Acoustic separation and diagnosis method for impact fault characteristics of gearbox |
CN114441174A (en) * | 2022-02-09 | 2022-05-06 | 上海电气集团股份有限公司 | Diagnosis method, system, equipment and medium for composite fault of rolling bearing |
CN116520095A (en) * | 2023-07-03 | 2023-08-01 | 昆明理工大学 | Fault location method, system and computer readable storage medium |
CN117723303A (en) * | 2024-02-01 | 2024-03-19 | 湘潭大学 | Acoustic monitoring method for wind generating set bearing |
Citations (3)
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CN1756944A (en) * | 2003-01-31 | 2006-04-05 | 法格库格尔菲舍尔无限责任公司 | Method for detecting structure-borne noise events in a roller bearing |
US20090114020A1 (en) * | 2007-11-06 | 2009-05-07 | Naomitsu Yanohara | Bearing state diagnostic apparatus |
KR20100094452A (en) * | 2007-10-24 | 2010-08-26 | 에이비비 리써치 리미티드 | A method for detection and automatic identification of damage to rolling bearings |
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2011
- 2011-12-28 CN CN201110445140.6A patent/CN102519726B/en active Active
Patent Citations (3)
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CN1756944A (en) * | 2003-01-31 | 2006-04-05 | 法格库格尔菲舍尔无限责任公司 | Method for detecting structure-borne noise events in a roller bearing |
KR20100094452A (en) * | 2007-10-24 | 2010-08-26 | 에이비비 리써치 리미티드 | A method for detection and automatic identification of damage to rolling bearings |
US20090114020A1 (en) * | 2007-11-06 | 2009-05-07 | Naomitsu Yanohara | Bearing state diagnostic apparatus |
Non-Patent Citations (2)
Title |
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李豫川 等: "基于形态滤波和稀疏分量分析的滚动轴承故障盲分离", 《振动与冲击》, vol. 30, no. 12, 25 December 2011 (2011-12-25) * |
王宇 等: "基于盲解卷积和聚类的机械弱冲击声信号提取", 《振动工程学报》, vol. 22, no. 6, 31 December 2009 (2009-12-31) * |
Cited By (27)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103149047A (en) * | 2013-03-08 | 2013-06-12 | 沈阳化工大学 | Cooling tower acoustic diagnosis method based on nonlinear mixed model |
CN105659064A (en) * | 2013-10-11 | 2016-06-08 | 斯奈克玛 | Method, system and computer program for the acoustic analysis of a machine |
CN103839552A (en) * | 2014-03-21 | 2014-06-04 | 浙江农林大学 | Environmental noise identification method based on Kurt |
CN103940597A (en) * | 2014-04-08 | 2014-07-23 | 昆明理工大学 | Method for detecting mechanical faults based on generalized extremum morphological filtering |
CN104064186A (en) * | 2014-06-26 | 2014-09-24 | 山东大学 | Electrical equipment failure tone detection method based on independent component analysis |
CN104198187B (en) * | 2014-09-04 | 2017-04-12 | 昆明理工大学 | Mechanical vibration fault characteristic time domain blind extraction method |
CN104568132A (en) * | 2014-12-11 | 2015-04-29 | 昆明理工大学 | Reference signal constraint-based mechanical characteristic acoustic signal frequency-domain semi-blind extraction method |
CN104568132B (en) * | 2014-12-11 | 2017-04-12 | 昆明理工大学 | Reference signal constraint-based mechanical characteristic acoustic signal frequency-domain semi-blind extraction method |
CN105588720A (en) * | 2015-12-15 | 2016-05-18 | 广州大学 | Fault diagnosis device and method for antifriction bearing based on analysis on morphological component of acoustic signal |
CN106295688A (en) * | 2016-08-02 | 2017-01-04 | 浙江工业大学 | A kind of fuzzy clustering method based on sparse average |
CN106295688B (en) * | 2016-08-02 | 2019-10-18 | 浙江工业大学 | A kind of fuzzy clustering method based on sparse mean value |
CN107831013A (en) * | 2017-10-11 | 2018-03-23 | 温州大学 | A kind of Method for Bearing Fault Diagnosis for strengthening cyclic bispectrum using probability principal component analysis |
CN107831013B (en) * | 2017-10-11 | 2019-11-22 | 温州大学 | Utilize the Method for Bearing Fault Diagnosis of probability principal component analysis enhancing cyclic bispectrum |
CN108152037A (en) * | 2017-11-09 | 2018-06-12 | 同济大学 | Method for Bearing Fault Diagnosis based on ITD and improvement shape filtering |
CN108007689A (en) * | 2017-12-06 | 2018-05-08 | 慈兴集团有限公司 | A kind of bearing failure analysis method |
CN108776801A (en) * | 2018-04-17 | 2018-11-09 | 重庆大学 | It is a kind of based on owing to determine the analog circuit fault features extracting method of blind source separating |
CN109238728B (en) * | 2018-09-12 | 2020-06-02 | 温州大学 | Method and system for diagnosing faults of parts on vehicle engine |
CN109238728A (en) * | 2018-09-12 | 2019-01-18 | 温州大学 | The method and system of component failure diagnosis on a kind of vehicular engine |
CN110926812A (en) * | 2019-01-21 | 2020-03-27 | 北京化工大学 | Rolling bearing single fault identification method based on acoustic emission |
CN110598593B (en) * | 2019-08-29 | 2022-03-25 | 东南大学 | Planetary gearbox fault diagnosis method based on resonance sparse decomposition and FastICA algorithm |
CN110598593A (en) * | 2019-08-29 | 2019-12-20 | 东南大学 | Planetary gearbox fault diagnosis method based on resonance sparse decomposition and FastICA algorithm |
CN113074935A (en) * | 2021-04-01 | 2021-07-06 | 西华大学 | Acoustic separation and diagnosis method for impact fault characteristics of gearbox |
CN114441174A (en) * | 2022-02-09 | 2022-05-06 | 上海电气集团股份有限公司 | Diagnosis method, system, equipment and medium for composite fault of rolling bearing |
CN116520095A (en) * | 2023-07-03 | 2023-08-01 | 昆明理工大学 | Fault location method, system and computer readable storage medium |
CN116520095B (en) * | 2023-07-03 | 2023-09-12 | 昆明理工大学 | Fault location method, system and computer readable storage medium |
CN117723303A (en) * | 2024-02-01 | 2024-03-19 | 湘潭大学 | Acoustic monitoring method for wind generating set bearing |
CN117723303B (en) * | 2024-02-01 | 2024-05-10 | 湘潭大学 | Acoustic monitoring method for wind generating set bearing |
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Application publication date: 20120627 Assignee: YUNNAN SOUTHERN STAR TECHNOLOGY DEVELOPMENT CO.,LTD. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023530000029 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230627 |
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Application publication date: 20120627 Assignee: Kunming Dilu Technology Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023530000033 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230630 Application publication date: 20120627 Assignee: Yunnan Yingxiu Technology Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023530000031 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230630 |
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Application publication date: 20120627 Assignee: YUNNAN SHUANGJIANG HENGTAI RUBBER INDUSTRY Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023530000040 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230706 Application publication date: 20120627 Assignee: Kunming Polytechnic Hongyan Technology Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023530000043 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230706 Application publication date: 20120627 Assignee: KUNMING BOSHENG METALLIC MATERIAL PROCESSING Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023530000042 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230706 Application publication date: 20120627 Assignee: KUNMING LIGONG KAIJISI TECHNOLOGY Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023530000041 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230706 |
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Application publication date: 20120627 Assignee: YICHANG XINFENG MECHANICAL AND ELECTRICAL EQUIPMENT MANUFACTURING Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023980038170 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230718 Application publication date: 20120627 Assignee: Hubei haoruida environmental protection energy technology Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023980038238 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230719 Application publication date: 20120627 Assignee: YICHANG LIDI ENVIRONMENT PROTECTION MACHINERY CO.,LTD. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023980038171 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230718 |
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Application publication date: 20120627 Assignee: YICHANG LANDE OPTOELECTRONIC MACHINERY Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023980038328 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230720 |
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Application publication date: 20120627 Assignee: Hubei Yichang Hongyuan Technology Co.,Ltd. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023980038540 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230724 Application publication date: 20120627 Assignee: Hubei Wanxin Precision Casting & Forging Inc. Assignor: Kunming University of Technology Asset Management Co.,Ltd. Contract record no.: X2023980038542 Denomination of invention: An Acoustic Diagnosis Method for Composite Faults of Rolling Bearings Granted publication date: 20150603 License type: Common License Record date: 20230725 |
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