CN102539180B - 用于机器状况监测的方法和系统 - Google Patents
用于机器状况监测的方法和系统 Download PDFInfo
- Publication number
- CN102539180B CN102539180B CN201110402959.4A CN201110402959A CN102539180B CN 102539180 B CN102539180 B CN 102539180B CN 201110402959 A CN201110402959 A CN 201110402959A CN 102539180 B CN102539180 B CN 102539180B
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- China
- Prior art keywords
- machine
- calculation device
- life
- housing
- life calculation
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- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Fee Related
Links
- 238000012544 monitoring process Methods 0.000 title claims abstract description 43
- 238000000034 method Methods 0.000 title abstract description 16
- 238000004364 calculation method Methods 0.000 claims abstract description 22
- 230000006870 function Effects 0.000 claims abstract description 16
- 238000003860 storage Methods 0.000 claims abstract description 16
- 238000012937 correction Methods 0.000 claims abstract description 12
- 238000010276 construction Methods 0.000 claims abstract description 4
- 238000004804 winding Methods 0.000 claims description 13
- 238000001816 cooling Methods 0.000 claims description 3
- 238000009413 insulation Methods 0.000 claims description 3
- 238000007689 inspection Methods 0.000 description 6
- 238000012423 maintenance Methods 0.000 description 5
- 230000008901 benefit Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 238000012905 input function Methods 0.000 description 4
- 238000012806 monitoring device Methods 0.000 description 4
- 238000004590 computer program Methods 0.000 description 3
- 230000009471 action Effects 0.000 description 2
- 230000015556 catabolic process Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 238000006731 degradation reaction Methods 0.000 description 2
- 238000001514 detection method Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 230000005611 electricity Effects 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 230000004907 flux Effects 0.000 description 2
- 230000036541 health Effects 0.000 description 2
- 238000009418 renovation Methods 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 239000004566 building material Substances 0.000 description 1
- 238000004422 calculation algorithm Methods 0.000 description 1
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- 239000003034 coal gas Substances 0.000 description 1
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- 238000005461 lubrication Methods 0.000 description 1
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- 239000004065 semiconductor Substances 0.000 description 1
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/18—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form
- G05B19/406—Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by monitoring or safety
- G05B19/4065—Monitoring tool breakage, life or condition
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
- G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/30—Nc systems
- G05B2219/37—Measurements
- G05B2219/37209—Estimate life of gear, drive
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Human Computer Interaction (AREA)
- Manufacturing & Machinery (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US12/956,311 US8498826B2 (en) | 2010-11-30 | 2010-11-30 | Method and system for machine condition monitoring |
| US12/956311 | 2010-11-30 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN102539180A CN102539180A (zh) | 2012-07-04 |
| CN102539180B true CN102539180B (zh) | 2016-06-01 |
Family
ID=45094484
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201110402959.4A Expired - Fee Related CN102539180B (zh) | 2010-11-30 | 2011-11-30 | 用于机器状况监测的方法和系统 |
Country Status (4)
| Country | Link |
|---|---|
| US (1) | US8498826B2 (enExample) |
| EP (1) | EP2458469B1 (enExample) |
| JP (1) | JP5928776B2 (enExample) |
| CN (1) | CN102539180B (enExample) |
Families Citing this family (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP2690761A1 (de) | 2012-07-24 | 2014-01-29 | Siemens Aktiengesellschaft | Überwachungssystem für eine elektrische Maschine |
| EP2701020A1 (de) * | 2012-08-22 | 2014-02-26 | Siemens Aktiengesellschaft | Überwachung einer ersten Ausrüstung einer technischen Anlage zur Herstellung eines Produkts |
| US9638756B2 (en) * | 2012-12-11 | 2017-05-02 | Honeywell International Inc. | Load cell residual fatigue life estimation system and method |
| CA2909158A1 (en) * | 2013-04-09 | 2014-10-16 | Anvil Attachments | Monitoring a grabbing mechanism |
| DE102013106838A1 (de) * | 2013-06-29 | 2014-12-31 | Ebm-Papst St. Georgen Gmbh & Co. Kg | Anordnung zur Abschätzung der Lebensdauer eines Elektromotors |
| US9886835B2 (en) * | 2013-08-01 | 2018-02-06 | Automatic Switch Company | Method and apparatus for predicting lifetime of a solenoid coil |
| CN104639010B (zh) * | 2013-11-07 | 2017-02-22 | 天津市天鼓机械制造有限公司 | 一种具有强制时控功能的电动机及其时控方法 |
| US10067483B1 (en) * | 2014-08-28 | 2018-09-04 | Apple Inc. | Controlling electrical device based on temperature and voltage |
| CN107787587A (zh) * | 2015-06-16 | 2018-03-09 | 3M创新有限公司 | 集成无线通信感测和监测系统 |
| JP6140229B2 (ja) * | 2015-08-28 | 2017-05-31 | ファナック株式会社 | 電動機の予測寿命を学習する機械学習装置および方法ならびに該機械学習装置を備えた寿命予測装置および電動機システム |
| JP2017058137A (ja) * | 2015-09-14 | 2017-03-23 | Ｋｙｂ株式会社 | コントローラ |
| JP2018107934A (ja) * | 2016-12-27 | 2018-07-05 | 日本電産株式会社 | モータ寿命推定方法、モータ制御システム、送風機システム、およびマルチコプターシステム |
| JP6844343B2 (ja) * | 2017-03-13 | 2021-03-17 | オムロン株式会社 | 電源装置 |
| JP6634400B2 (ja) * | 2017-03-31 | 2020-01-22 | 日立オートモティブシステムズ株式会社 | 回転電機及びそれに用いられる固定子 |
| DE102019108278A1 (de) * | 2019-03-29 | 2020-10-01 | Liebherr-Components Biberach Gmbh | Vorrichtung zum Ermitteln des Ist-Zustands und/oder der Restlebensdauer einer Baumaschine |
| CN110757510B (zh) * | 2019-10-31 | 2021-05-11 | 广东工业大学 | 一种机器人剩余寿命预测方法及系统 |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1424566A (zh) * | 2003-01-10 | 2003-06-18 | 南京航空航天大学 | 数字化微型化大型结构寿命实时监测监控系统 |
| CN101013067A (zh) * | 2007-02-06 | 2007-08-08 | 济南丰采电子科技有限公司 | 高温炉管剩余寿命评估方法及装置 |
Family Cites Families (23)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5019760A (en) | 1989-12-07 | 1991-05-28 | Electric Power Research Institute | Thermal life indicator |
| JPH05225152A (ja) * | 1992-02-13 | 1993-09-03 | Hitachi Ltd | プロセスコントローラ |
| US6144924A (en) | 1996-05-20 | 2000-11-07 | Crane Nuclear, Inc. | Motor condition and performance analyzer |
| US5726911A (en) | 1996-08-22 | 1998-03-10 | Csi Technology, Inc. | Electric motor monitor |
| US6297742B1 (en) * | 1996-08-22 | 2001-10-02 | Csi Technology, Inc. | Machine monitor with status indicator |
| US5852351A (en) * | 1996-08-22 | 1998-12-22 | Csi Technology | Machine monitor |
| JPH1182908A (ja) * | 1997-09-16 | 1999-03-26 | Mitsubishi Heavy Ind Ltd | 多重化検出信号に基づくプロセスの自動制御方法 |
| US6199018B1 (en) * | 1998-03-04 | 2001-03-06 | Emerson Electric Co. | Distributed diagnostic system |
| JP3532448B2 (ja) * | 1999-04-06 | 2004-05-31 | バブコック日立株式会社 | 伝熱管のクリープ余寿命評価方法およびその装置 |
| JP2001091413A (ja) * | 1999-09-20 | 2001-04-06 | Hitachi Ltd | 電子機器の寿命監視装置 |
| US6529135B1 (en) * | 1999-10-12 | 2003-03-04 | Csi Technology, Inc. | Integrated electric motor monitor |
| US7301296B1 (en) | 2001-07-23 | 2007-11-27 | Rockwell Automation Technologies, Inc. | Integrated control and diagnostics system |
| US7457785B1 (en) | 2000-08-25 | 2008-11-25 | Battelle Memorial Institute | Method and apparatus to predict the remaining service life of an operating system |
| JP2003130048A (ja) | 2001-10-26 | 2003-05-08 | Nsk Ltd | 転がり軸受の寿命予測方法、寿命予測装置、寿命予測装置を使用した転がり軸受選定装置、プログラム及び環境係数決定方法 |
| US6834256B2 (en) | 2002-08-30 | 2004-12-21 | General Electric Company | Method and system for determining motor reliability |
| US6763312B1 (en) * | 2003-01-11 | 2004-07-13 | Dynamic Measurement Consultants, Llc | Multiple discriminate analysis and data integration of vibration in rotation machinery |
| US7127373B2 (en) | 2003-08-07 | 2006-10-24 | General Electric Company | Systems, methods and computer program products for assessing the health of an electric motor |
| JP2005287133A (ja) * | 2004-03-29 | 2005-10-13 | Sanyo Electric Co Ltd | アクチュエータ装置、モータユニット及びコントローラユニット |
| DE102005032720B4 (de) * | 2005-07-13 | 2007-04-05 | Siemens Ag | Schnittstellenmodulvorrichtung für eine elektrische Maschine zur Lebensdauerberechnung eines Lagers |
| JP4791804B2 (ja) * | 2005-11-14 | 2011-10-12 | 日機装株式会社 | モータの軸受摩耗監視システム |
| US20090096405A1 (en) | 2007-10-15 | 2009-04-16 | General Electric Company | Method and system for remotely predicting the remaining life of an ac motor system |
| US20100047089A1 (en) | 2008-08-20 | 2010-02-25 | Schlumberger Technology Corporation | High temperature monitoring system for esp |
| JP5584002B2 (ja) * | 2009-03-31 | 2014-09-03 | 東レ株式会社 | 巻線絶縁の劣化診断方法及び巻線絶縁の劣化診断装置 |
-
2010
- 2010-11-30 US US12/956,311 patent/US8498826B2/en active Active
-
2011
- 2011-11-22 EP EP11190193.0A patent/EP2458469B1/en active Active
- 2011-11-24 JP JP2011255665A patent/JP5928776B2/ja active Active
- 2011-11-30 CN CN201110402959.4A patent/CN102539180B/zh not_active Expired - Fee Related
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1424566A (zh) * | 2003-01-10 | 2003-06-18 | 南京航空航天大学 | 数字化微型化大型结构寿命实时监测监控系统 |
| CN101013067A (zh) * | 2007-02-06 | 2007-08-08 | 济南丰采电子科技有限公司 | 高温炉管剩余寿命评估方法及装置 |
Also Published As
| Publication number | Publication date |
|---|---|
| EP2458469B1 (en) | 2020-03-11 |
| US20120136587A1 (en) | 2012-05-31 |
| EP2458469A1 (en) | 2012-05-30 |
| US8498826B2 (en) | 2013-07-30 |
| JP5928776B2 (ja) | 2016-06-01 |
| JP2012118978A (ja) | 2012-06-21 |
| CN102539180A (zh) | 2012-07-04 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| C14 | Grant of patent or utility model | ||
| GR01 | Patent grant | ||
| CF01 | Termination of patent right due to non-payment of annual fee | ||
| CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20160601 Termination date: 20161130 |