JP4030490B2 - 圧縮機の失速及びサージの前兆を検出する方法及びシステム - Google Patents
圧縮機の失速及びサージの前兆を検出する方法及びシステム Download PDFInfo
- Publication number
- JP4030490B2 JP4030490B2 JP2003345173A JP2003345173A JP4030490B2 JP 4030490 B2 JP4030490 B2 JP 4030490B2 JP 2003345173 A JP2003345173 A JP 2003345173A JP 2003345173 A JP2003345173 A JP 2003345173A JP 4030490 B2 JP4030490 B2 JP 4030490B2
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- JP
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- Prior art keywords
- compressor
- frequency
- stall
- raw data
- parameter
- 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 description 26
- 239000002243 precursor Substances 0.000 title claims description 23
- 238000012544 monitoring process Methods 0.000 claims description 14
- 238000007781 pre-processing Methods 0.000 claims description 10
- 238000012805 post-processing Methods 0.000 claims description 9
- 238000001914 filtration Methods 0.000 claims description 8
- 238000012731 temporal analysis Methods 0.000 claims description 6
- 238000000700 time series analysis Methods 0.000 claims description 6
- 238000005070 sampling Methods 0.000 claims description 5
- 230000003068 static effect Effects 0.000 claims 3
- 239000007789 gas Substances 0.000 description 15
- 239000003570 air Substances 0.000 description 9
- 238000002485 combustion reaction Methods 0.000 description 6
- 238000005259 measurement Methods 0.000 description 6
- 230000009471 action Effects 0.000 description 4
- 230000015556 catabolic process Effects 0.000 description 4
- 238000006731 degradation reaction Methods 0.000 description 4
- 230000008569 process Effects 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 230000008859 change Effects 0.000 description 3
- 238000010586 diagram Methods 0.000 description 3
- 230000036541 health Effects 0.000 description 3
- 238000001228 spectrum Methods 0.000 description 3
- 230000002159 abnormal effect Effects 0.000 description 2
- 230000001133 acceleration Effects 0.000 description 2
- 230000008901 benefit Effects 0.000 description 2
- 238000001514 detection method Methods 0.000 description 2
- 230000037406 food intake Effects 0.000 description 2
- 230000007257 malfunction Effects 0.000 description 2
- 238000010248 power generation Methods 0.000 description 2
- 230000009467 reduction Effects 0.000 description 2
- 238000010183 spectrum analysis Methods 0.000 description 2
- 239000012080 ambient air Substances 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 239000000567 combustion gas Substances 0.000 description 1
- 230000006835 compression Effects 0.000 description 1
- 238000007906 compression Methods 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 239000000284 extract Substances 0.000 description 1
- 239000000446 fuel Substances 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
Images
Classifications
-
- 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
-
- 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
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E20/00—Combustion technologies with mitigation potential
- Y02E20/16—Combined cycle power plant [CCPP], or combined cycle gas turbine [CCGT]
Landscapes
- Engineering & Computer Science (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Control Of Positive-Displacement Air Blowers (AREA)
- Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US10/065,331 US7003426B2 (en) | 2002-10-04 | 2002-10-04 | Method and system for detecting precursors to compressor stall and surge |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP2004124946A JP2004124946A (ja) | 2004-04-22 |
| JP2004124946A5 JP2004124946A5 (enExample) | 2006-11-16 |
| JP4030490B2 true JP4030490B2 (ja) | 2008-01-09 |
Family
ID=31990013
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2003345173A Expired - Fee Related JP4030490B2 (ja) | 2002-10-04 | 2003-10-03 | 圧縮機の失速及びサージの前兆を検出する方法及びシステム |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US7003426B2 (enExample) |
| EP (1) | EP1406018B1 (enExample) |
| JP (1) | JP4030490B2 (enExample) |
| CA (1) | CA2442509C (enExample) |
| RU (1) | RU2326271C2 (enExample) |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3879119A1 (en) | 2020-03-13 | 2021-09-15 | Mitsubishi Heavy Industries, Ltd. | Surging precursor detecting device, method of detecting surging precursor, and program |
| DE112020001492T5 (de) | 2019-03-26 | 2022-01-13 | Mitsubishi Power, Ltd. | Verdichtersystem |
Families Citing this family (32)
| Publication number | Priority date | Publication date | Assignee | Title |
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| US7693643B2 (en) * | 2005-02-14 | 2010-04-06 | Honeywell International Inc. | Fault detection system and method for turbine engine fuel systems |
| NO324581B1 (no) * | 2006-01-26 | 2007-11-26 | Dynatrend As | Fremgangsmate og anordning for a kunne bestemme nar det forekommer roterende stall i en kompressors turbinblad II |
| US20070260424A1 (en) * | 2006-05-05 | 2007-11-08 | Harold Brown | Methods and apparatus for estimating engine thrust |
| JP4890095B2 (ja) * | 2006-05-19 | 2012-03-07 | 株式会社Ihi | ストール予兆検知装置及び方法、並びにエンジン制御システム |
| US7811050B2 (en) * | 2006-12-28 | 2010-10-12 | General Electric Company | Operating line control of a compression system with flow recirculation |
| JP4973252B2 (ja) * | 2007-03-13 | 2012-07-11 | 株式会社Ihi | ストール予兆検知方法及びエンジン制御システム |
| CN101054921B (zh) * | 2007-05-21 | 2010-07-07 | 哈尔滨工程大学 | 船用柴油机涡轮增压器喘振预测控制装置和控制方法 |
| US8013738B2 (en) | 2007-10-04 | 2011-09-06 | Kd Secure, Llc | Hierarchical storage manager (HSM) for intelligent storage of large volumes of data |
| WO2009045218A1 (en) | 2007-10-04 | 2009-04-09 | Donovan John J | A video surveillance, storage, and alerting system having network management, hierarchical data storage, video tip processing, and vehicle plate analysis |
| DE102008016800A1 (de) * | 2008-04-02 | 2009-10-08 | Mtu Aero Engines Gmbh | Gasturbinenverdichter |
| US7650777B1 (en) * | 2008-07-18 | 2010-01-26 | General Electric Company | Stall and surge detection system and method |
| EP2163955B1 (de) * | 2008-09-11 | 2011-03-16 | ABB Research LTD | Verfahren zur Schätzung von Kapazitiven und Induktiven Zuständen eines Motors auf einem Kalman Filter basierend |
| JP5158108B2 (ja) * | 2009-03-04 | 2013-03-06 | 株式会社デンソー | 車両制御装置 |
| EP2469098A1 (en) * | 2009-08-21 | 2012-06-27 | Universidad Politécnica de Madrid | Method and device for predicting the instability of an axial compressor |
| US8734125B2 (en) | 2009-09-24 | 2014-05-27 | Emerson Climate Technologies, Inc. | Crankcase heater systems and methods for variable speed compressors |
| US8342010B2 (en) | 2010-12-01 | 2013-01-01 | General Electric Corporation | Surge precursor protection systems and methods |
| US8471702B2 (en) * | 2010-12-22 | 2013-06-25 | General Electric Company | Method and system for compressor health monitoring |
| US8655508B2 (en) | 2011-06-03 | 2014-02-18 | Sikorsky Aircraft Corporation | Aircraft environmental threat detection and mitigation |
| EP2589898B1 (en) * | 2011-11-04 | 2018-01-24 | Emerson Climate Technologies GmbH | Oil management system for a compressor |
| EP2626569A1 (de) * | 2012-02-09 | 2013-08-14 | Siemens Aktiengesellschaft | Verfahren zur Vermeidung von Pumpstößen in einem Verdichter |
| US9181939B2 (en) | 2012-11-16 | 2015-11-10 | Emerson Climate Technologies, Inc. | Compressor crankcase heating control systems and methods |
| US9353738B2 (en) | 2013-09-19 | 2016-05-31 | Emerson Climate Technologies, Inc. | Compressor crankcase heating control systems and methods |
| US20160123175A1 (en) * | 2014-11-05 | 2016-05-05 | General Electric Company | Hybrid model based detection of compressor stall |
| CN107850060B (zh) * | 2015-06-04 | 2020-08-07 | 流体处理有限责任公司 | 直接数值亲和泵无传感器转换器 |
| EP3131025A1 (en) * | 2015-08-14 | 2017-02-15 | Siemens Aktiengesellschaft | Method for the prediction of surge in a gas compressor |
| US10047757B2 (en) * | 2016-06-22 | 2018-08-14 | General Electric Company | Predicting a surge event in a compressor of a turbomachine |
| US10662959B2 (en) | 2017-03-30 | 2020-05-26 | General Electric Company | Systems and methods for compressor anomaly prediction |
| US10815904B2 (en) * | 2019-03-06 | 2020-10-27 | General Electric Company | Prognostic health management control for adaptive operability recovery for turbine engines |
| CN113029616B (zh) * | 2021-01-26 | 2022-08-02 | 北京化工大学 | 一种基于增强熵权的压缩机喘振早期故障特征提取方法 |
| CN113074122B (zh) * | 2021-03-31 | 2022-04-29 | 中国核动力研究设计院 | 一种对反应堆轴封泵振动监测的故障时刻预测方法 |
| CN115726963B (zh) * | 2022-11-07 | 2025-08-29 | 王寅 | 一种螺杆压缩机控制方法及系统 |
| CN116122969A (zh) * | 2023-02-10 | 2023-05-16 | 中国科学院工程热物理研究所 | 航空发动机整机机载喘振辨识与预报装置及其方法 |
Family Cites Families (34)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4216672A (en) * | 1979-01-29 | 1980-08-12 | General Electric Company | Apparatus for detecting and indicating the occurrence of a gas turbine engine compressor stall |
| US4480480A (en) * | 1981-05-18 | 1984-11-06 | Scott Science & Technology, Inc. | System for assessing the integrity of structural systems |
| US4429578A (en) * | 1982-03-22 | 1984-02-07 | General Electric Company | Acoustical defect detection system |
| GB2211965B (en) | 1987-10-31 | 1992-05-06 | Rolls Royce Plc | Data processing systems |
| DE3805119A1 (de) * | 1988-02-18 | 1989-08-31 | Gutehoffnungshuette Man | Verfahren und einrichtung zum regeln von turbokompressoren |
| US5195046A (en) * | 1989-01-10 | 1993-03-16 | Gerardi Joseph J | Method and apparatus for structural integrity monitoring |
| US5152172A (en) * | 1989-03-23 | 1992-10-06 | Electric Power Research Institute | Operating turbine resonant blade monitor |
| US4996880A (en) * | 1989-03-23 | 1991-03-05 | Electric Power Research Institute, Inc. | Operating turbine resonant blade monitor |
| US4975024A (en) * | 1989-05-15 | 1990-12-04 | Elliott Turbomachinery Co., Inc. | Compressor control system to improve turndown and reduce incidents of surging |
| US5340271A (en) * | 1990-08-18 | 1994-08-23 | Rolls-Royce Plc | Flow control method and means |
| US5275528A (en) * | 1990-08-28 | 1994-01-04 | Rolls-Royce Plc | Flow control method and means |
| RU2054132C1 (ru) * | 1990-12-04 | 1996-02-10 | Научное конструкторско-технологическое бюро "Вихрь" | Способ защиты турбокомпрессора от помпажа и устройство для его осуществления |
| FR2677152B1 (fr) | 1991-05-28 | 1993-08-06 | Europ Gas Turbines Sa | Procede et dispositif de surveillance d'un appareil fonctionnant dans des conditions variables. |
| EP0654161B1 (en) * | 1992-08-10 | 1999-06-16 | Dow Deutschland Inc. | Process and device for monitoring and for controlling of a compressor |
| US5448881A (en) * | 1993-06-09 | 1995-09-12 | United Technologies Corporation | Gas turbine engine control based on inlet pressure distortion |
| US5508943A (en) * | 1994-04-07 | 1996-04-16 | Compressor Controls Corporation | Method and apparatus for measuring the distance of a turbocompressor's operating point to the surge limit interface |
| US5471880A (en) * | 1994-04-28 | 1995-12-05 | Electric Power Research Institute | Method and apparatus for isolating and identifying periodic Doppler signals in a turbine |
| US5915917A (en) * | 1994-12-14 | 1999-06-29 | United Technologies Corporation | Compressor stall and surge control using airflow asymmetry measurement |
| US5894473A (en) * | 1996-02-29 | 1999-04-13 | Ericsson Inc. | Multiple access communications system and method using code and time division |
| US6059522A (en) * | 1996-04-17 | 2000-05-09 | United Technologies Corporation | Compressor stall diagnostics and avoidance |
| US5732546A (en) * | 1996-07-19 | 1998-03-31 | General Electric Company | Transient turbine overtemperature control |
| SG104914A1 (en) * | 1997-06-30 | 2004-07-30 | Hitachi Ltd | Gas turbine |
| US6092029A (en) * | 1998-02-19 | 2000-07-18 | Bently Nevada Corporation | Method and apparatus for diagnosing and controlling rotating stall and surge in rotating machinery |
| US6231306B1 (en) * | 1998-11-23 | 2001-05-15 | United Technologies Corporation | Control system for preventing compressor stall |
| US6231301B1 (en) * | 1998-12-10 | 2001-05-15 | United Technologies Corporation | Casing treatment for a fluid compressor |
| RU2150611C1 (ru) * | 1998-12-30 | 2000-06-10 | Акционерное общество "Система-Сервис" | Способ и устройство защиты компрессора от помпажа |
| US6226974B1 (en) * | 1999-06-25 | 2001-05-08 | General Electric Co. | Method of operation of industrial gas turbine for optimal performance |
| US6364602B1 (en) * | 2000-01-06 | 2002-04-02 | General Electric Company | Method of air-flow measurement and active operating limit line management for compressor surge avoidance |
| US6343251B1 (en) * | 2000-10-20 | 2002-01-29 | General Electric Company | Method and system for monitoring the operation of and predicting part life consumption for turbomachinery |
| 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 |
| US6506010B1 (en) | 2001-04-17 | 2003-01-14 | General Electric Company | Method and apparatus for compressor control and operation in industrial gas turbines using stall precursors |
| US6522991B2 (en) * | 2001-05-04 | 2003-02-18 | United Technologies Corporation | Suppressing oscillations in processes such as gas turbine combustion |
| US6438484B1 (en) * | 2001-05-23 | 2002-08-20 | General Electric Company | Method and apparatus for detecting and compensating for compressor surge in a gas turbine using remote monitoring and diagnostics |
| US6536284B2 (en) * | 2001-06-12 | 2003-03-25 | General Electric Company | Method and apparatus for compressor control and operation via detection of stall precursors using frequency demodulation of acoustic signatures |
-
2002
- 2002-10-04 US US10/065,331 patent/US7003426B2/en not_active Expired - Fee Related
-
2003
- 2003-09-25 CA CA2442509A patent/CA2442509C/en not_active Expired - Fee Related
- 2003-10-03 RU RU2003129579/06A patent/RU2326271C2/ru not_active IP Right Cessation
- 2003-10-03 EP EP03256261A patent/EP1406018B1/en not_active Expired - Lifetime
- 2003-10-03 JP JP2003345173A patent/JP4030490B2/ja not_active Expired - Fee Related
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE112020001492T5 (de) | 2019-03-26 | 2022-01-13 | Mitsubishi Power, Ltd. | Verdichtersystem |
| US11913476B2 (en) | 2019-03-26 | 2024-02-27 | Mitsubishi Heavy Industries, Ltd. | Compressor system |
| EP3879119A1 (en) | 2020-03-13 | 2021-09-15 | Mitsubishi Heavy Industries, Ltd. | Surging precursor detecting device, method of detecting surging precursor, and program |
Also Published As
| Publication number | Publication date |
|---|---|
| EP1406018A3 (en) | 2005-03-09 |
| CA2442509A1 (en) | 2004-04-04 |
| EP1406018A2 (en) | 2004-04-07 |
| US20040068387A1 (en) | 2004-04-08 |
| CA2442509C (en) | 2011-09-13 |
| JP2004124946A (ja) | 2004-04-22 |
| RU2326271C2 (ru) | 2008-06-10 |
| RU2003129579A (ru) | 2005-03-27 |
| EP1406018B1 (en) | 2013-03-13 |
| US7003426B2 (en) | 2006-02-21 |
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