CN102539162B - 压缩机健康监测的方法和系统 - Google Patents
压缩机健康监测的方法和系统 Download PDFInfo
- Publication number
- CN102539162B CN102539162B CN201110463149.XA CN201110463149A CN102539162B CN 102539162 B CN102539162 B CN 102539162B CN 201110463149 A CN201110463149 A CN 201110463149A CN 102539162 B CN102539162 B CN 102539162B
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- China
- Prior art keywords
- compressor
- turbine
- time window
- data point
- measurement result
- Prior art date
- 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
- 238000000034 method Methods 0.000 title claims abstract description 47
- 238000012544 monitoring process Methods 0.000 title claims abstract description 31
- 230000036541 health Effects 0.000 title claims abstract description 24
- 238000005259 measurement Methods 0.000 claims description 22
- 238000007599 discharging Methods 0.000 claims 1
- 230000004927 fusion Effects 0.000 abstract description 13
- 238000004364 calculation method Methods 0.000 abstract description 2
- 239000007789 gas Substances 0.000 description 37
- 230000008569 process Effects 0.000 description 17
- 238000004422 calculation algorithm Methods 0.000 description 11
- 239000012530 fluid Substances 0.000 description 10
- 230000000740 bleeding effect Effects 0.000 description 8
- 230000002093 peripheral effect Effects 0.000 description 7
- 238000004590 computer program Methods 0.000 description 6
- 238000010438 heat treatment Methods 0.000 description 6
- 150000001875 compounds Chemical class 0.000 description 5
- 241000208340 Araliaceae Species 0.000 description 4
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- 239000000567 combustion gas Substances 0.000 description 3
- 238000002485 combustion reaction Methods 0.000 description 3
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- 238000013461 design Methods 0.000 description 3
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- 239000000446 fuel Substances 0.000 description 2
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- 238000003745 diagnosis Methods 0.000 description 1
- 238000011010 flushing procedure Methods 0.000 description 1
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- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 1
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04B—POSITIVE-DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS
- F04B51/00—Testing machines, pumps, or pumping installations
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
- F02C—GAS-TURBINE PLANTS; AIR INTAKES FOR JET-PROPULSION PLANTS; CONTROLLING FUEL SUPPLY IN AIR-BREATHING JET-PROPULSION PLANTS
- F02C9/00—Controlling gas-turbine plants; Controlling fuel supply in air- breathing jet-propulsion plants
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F04—POSITIVE - DISPLACEMENT MACHINES FOR LIQUIDS; PUMPS FOR LIQUIDS OR ELASTIC FLUIDS
- F04D—NON-POSITIVE-DISPLACEMENT PUMPS
- F04D27/00—Control, e.g. regulation, of pumps, pumping installations or pumping systems specially adapted for elastic fluids
- F04D27/001—Testing thereof; Determination or simulation of flow characteristics; Stall or surge detection, e.g. condition monitoring
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M15/00—Testing of engines
- G01M15/14—Testing gas-turbine engines or jet-propulsion engines
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05D—INDEXING SCHEME FOR ASPECTS RELATING TO NON-POSITIVE-DISPLACEMENT MACHINES OR ENGINES, GAS-TURBINES OR JET-PROPULSION PLANTS
- F05D2260/00—Function
- F05D2260/80—Diagnostics
Landscapes
- Engineering & Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Control Of Positive-Displacement Air Blowers (AREA)
- Control Of Turbines (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US12/976,255 US8471702B2 (en) | 2010-12-22 | 2010-12-22 | Method and system for compressor health monitoring |
| US12/976255 | 2010-12-22 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN102539162A CN102539162A (zh) | 2012-07-04 |
| CN102539162B true CN102539162B (zh) | 2016-09-14 |
Family
ID=46210527
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201110463149.XA Expired - Fee Related CN102539162B (zh) | 2010-12-22 | 2011-12-22 | 压缩机健康监测的方法和系统 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US8471702B2 (enExample) |
| JP (1) | JP6081057B2 (enExample) |
| CN (1) | CN102539162B (enExample) |
| DE (1) | DE102011056644B4 (enExample) |
| FR (1) | FR2969704A1 (enExample) |
Families Citing this family (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US9501920B2 (en) * | 2012-06-22 | 2016-11-22 | K.L. Harring Transportation LLC | Cargo tracking and monitoring system |
| KR101606239B1 (ko) * | 2013-05-31 | 2016-03-24 | 삼성에스디에스 주식회사 | 센싱 데이터 분석 시스템 및 방법 |
| CN104344946B (zh) * | 2013-07-24 | 2017-12-05 | 中国国际航空股份有限公司 | Apu涡轮叶片断裂与转轴卡阻故障的监控方法和装置 |
| CN104340372A (zh) * | 2013-07-31 | 2015-02-11 | 上海杰之能信息科技有限公司 | 机载辅助动力装置性能的监测方法、装置及监测服务器 |
| US20150047368A1 (en) * | 2013-08-13 | 2015-02-19 | General Electric Company | Systems and methods for controlling gas turbines |
| GB201315654D0 (en) * | 2013-09-03 | 2013-10-16 | Rolls Royce Plc | Operating parameter monitoring method |
| FR3013834B1 (fr) * | 2013-11-28 | 2015-12-25 | Airbus Operations Sas | Methode de fusion de donnees de capteurs utilisant un critere de coherence |
| US9790834B2 (en) | 2014-03-20 | 2017-10-17 | General Electric Company | Method of monitoring for combustion anomalies in a gas turbomachine and a gas turbomachine including a combustion anomaly detection system |
| US9791352B2 (en) | 2014-09-17 | 2017-10-17 | General Electric Company | Automated prognostics systems and methods |
| FI128394B (en) * | 2014-12-09 | 2020-04-30 | Hydroline Oy | Monitoring device and method for determining operating health of pressure medium operated device |
| EP3258333A1 (en) * | 2016-06-17 | 2017-12-20 | Siemens Aktiengesellschaft | Method and system for monitoring sensor data of rotating equipment |
| CN106525442B (zh) * | 2016-09-18 | 2019-01-18 | 中国石油天然气股份有限公司 | 一种监测燃气轮机气路性能的方法及装置 |
| US20180162537A1 (en) * | 2016-12-09 | 2018-06-14 | United Technologies Corporation | Environmental control system air circuit |
| CN107340137B (zh) * | 2017-07-25 | 2023-10-10 | 杭州华电半山发电有限公司 | 一种重型燃气轮机透平效率在线监测系统装置及其方法 |
| US10822993B2 (en) | 2018-06-06 | 2020-11-03 | General Electric Company | Method for operating a turbo machine |
| US20220220969A1 (en) * | 2019-03-27 | 2022-07-14 | Shimadzu Corporation | Pump monitoring device, vacuum pump, and product-accumulation diagnosis data processing program |
| CN110209552B (zh) * | 2019-05-29 | 2023-09-22 | 北京百度网讯科技有限公司 | 一种设备管理方法和装置 |
| EP3862549B1 (en) * | 2020-02-05 | 2025-05-07 | General Electric Technology GmbH | Method for operating a power plant, and power plant |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5447059A (en) * | 1993-12-27 | 1995-09-05 | Solar Turbines Incorporated | Apparatus and method for determining gas turbine engine life |
| US6138081A (en) * | 1998-04-09 | 2000-10-24 | Cmr Technologies, Inc. | Data acquisition system and method for monitoring gas turbine engine testing |
| US6719526B2 (en) * | 2002-08-23 | 2004-04-13 | General Electric Company | Method for categorizing the operating mode of a gas turbine |
| CN101192253A (zh) * | 2006-11-29 | 2008-06-04 | 联合工艺公司 | 用于燃气轮机性能诊断的状态初始化 |
| CN101403612A (zh) * | 2007-10-04 | 2009-04-08 | 通用电气公司 | 用于测量涡轮叶片中变形的方法和系统 |
| CN101532910A (zh) * | 2009-04-16 | 2009-09-16 | 北京理工大学 | 涡轮增压器加速性能评价测试方法及试验装置 |
| CN101545828A (zh) * | 2008-03-10 | 2009-09-30 | 通用电气公司 | 用于风力涡轮机的独立传感系统 |
| CN101802928A (zh) * | 2007-07-20 | 2010-08-11 | 罗斯蒙德公司 | 旋转装置的压力诊断 |
Family Cites Families (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| GB8902645D0 (en) * | 1989-02-07 | 1989-03-30 | Smiths Industries Plc | Monitoring |
| US5546015A (en) | 1994-10-20 | 1996-08-13 | Okabe; Toyohiko | Determining device and a method for determining a failure in a motor compressor system |
| US5857321A (en) * | 1996-06-11 | 1999-01-12 | General Electric Company | Controller with neural network for estimating gas turbine internal cycle parameters |
| US6532433B2 (en) * | 2001-04-17 | 2003-03-11 | General Electric Company | Method and apparatus for continuous prediction, monitoring and control of compressor health via detection of precursors to rotating stall and surge |
| US6799951B2 (en) | 2002-07-25 | 2004-10-05 | Carrier Corporation | Compressor degradation detection system |
| US7003426B2 (en) * | 2002-10-04 | 2006-02-21 | General Electric Company | Method and system for detecting precursors to compressor stall and surge |
| US7247348B2 (en) | 2004-02-25 | 2007-07-24 | Honeywell International, Inc. | Method for manufacturing a erosion preventative diamond-like coating for a turbine engine compressor blade |
| US7769507B2 (en) * | 2004-08-26 | 2010-08-03 | United Technologies Corporation | System for gas turbine health monitoring data fusion |
| US20070283695A1 (en) | 2006-06-13 | 2007-12-13 | Honeywell International, Inc. | System and method for turbocharger early failure detection and avoidance |
| US7827803B1 (en) * | 2006-09-27 | 2010-11-09 | General Electric Company | Method and apparatus for an aerodynamic stability management system |
| US7853431B2 (en) * | 2006-09-29 | 2010-12-14 | Fisher-Rosemount Systems, Inc. | On-line monitoring and diagnostics of a process using multivariate statistical analysis |
| US20090030752A1 (en) * | 2007-07-27 | 2009-01-29 | General Electric Company | Fleet anomaly detection method |
| US8131509B2 (en) | 2008-03-23 | 2012-03-06 | United Technologies Corporation | Method of system design for failure detectability |
| DE102008021102A1 (de) | 2008-04-28 | 2009-10-29 | Siemens Aktiengesellschaft | Wirkungsgradüberwachung eines Verdichters |
| US7650777B1 (en) * | 2008-07-18 | 2010-01-26 | General Electric Company | Stall and surge detection system and method |
| US9650909B2 (en) * | 2009-05-07 | 2017-05-16 | General Electric Company | Multi-stage compressor fault detection and protection |
-
2010
- 2010-12-22 US US12/976,255 patent/US8471702B2/en not_active Expired - Fee Related
-
2011
- 2011-12-19 DE DE102011056644.9A patent/DE102011056644B4/de active Active
- 2011-12-20 JP JP2011278135A patent/JP6081057B2/ja not_active Expired - Fee Related
- 2011-12-21 FR FR1162224A patent/FR2969704A1/fr not_active Withdrawn
- 2011-12-22 CN CN201110463149.XA patent/CN102539162B/zh not_active Expired - Fee Related
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US5447059A (en) * | 1993-12-27 | 1995-09-05 | Solar Turbines Incorporated | Apparatus and method for determining gas turbine engine life |
| US6138081A (en) * | 1998-04-09 | 2000-10-24 | Cmr Technologies, Inc. | Data acquisition system and method for monitoring gas turbine engine testing |
| US6719526B2 (en) * | 2002-08-23 | 2004-04-13 | General Electric Company | Method for categorizing the operating mode of a gas turbine |
| CN101192253A (zh) * | 2006-11-29 | 2008-06-04 | 联合工艺公司 | 用于燃气轮机性能诊断的状态初始化 |
| CN101802928A (zh) * | 2007-07-20 | 2010-08-11 | 罗斯蒙德公司 | 旋转装置的压力诊断 |
| CN101403612A (zh) * | 2007-10-04 | 2009-04-08 | 通用电气公司 | 用于测量涡轮叶片中变形的方法和系统 |
| CN101545828A (zh) * | 2008-03-10 | 2009-09-30 | 通用电气公司 | 用于风力涡轮机的独立传感系统 |
| CN101532910A (zh) * | 2009-04-16 | 2009-09-16 | 北京理工大学 | 涡轮增压器加速性能评价测试方法及试验装置 |
Also Published As
| Publication number | Publication date |
|---|---|
| US20120161965A1 (en) | 2012-06-28 |
| DE102011056644B4 (de) | 2023-02-09 |
| US8471702B2 (en) | 2013-06-25 |
| JP2012132450A (ja) | 2012-07-12 |
| FR2969704A1 (fr) | 2012-06-29 |
| DE102011056644A1 (de) | 2012-06-28 |
| JP6081057B2 (ja) | 2017-02-15 |
| CN102539162A (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 |
Granted publication date: 20160914 |
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| CF01 | Termination of patent right due to non-payment of annual fee |