[go: up one dir, main page]

CH702625B1 - System und Verfahren zur Überwachung einer Gasturbine. - Google Patents

System und Verfahren zur Überwachung einer Gasturbine. Download PDF

Info

Publication number
CH702625B1
CH702625B1 CH00224/11A CH2242011A CH702625B1 CH 702625 B1 CH702625 B1 CH 702625B1 CH 00224/11 A CH00224/11 A CH 00224/11A CH 2242011 A CH2242011 A CH 2242011A CH 702625 B1 CH702625 B1 CH 702625B1
Authority
CH
Switzerland
Prior art keywords
gas turbine
parameter information
risk
data
output signal
Prior art date
Application number
CH00224/11A
Other languages
English (en)
Other versions
CH702625A2 (de
CH702625A8 (de
Inventor
Jiang Xiaomo
Edward Bernard Michael
Vittal Sameer
Original Assignee
Gen Electric
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Gen Electric filed Critical Gen Electric
Publication of CH702625A2 publication Critical patent/CH702625A2/de
Publication of CH702625A8 publication Critical patent/CH702625A8/de
Publication of CH702625B1 publication Critical patent/CH702625B1/de

Links

Classifications

    • 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
    • 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
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
    • 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
    • F05D2230/00—Manufacture
    • F05D2230/80—Repairing, retrofitting or upgrading methods
    • 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
    • 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
    • Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T50/00—Aeronautics or air transport
    • Y02T50/60—Efficient propulsion technologies, e.g. for aircraft

Landscapes

  • Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
  • Control Of Turbines (AREA)

Abstract

Ein System (20) zur Überwachung einer Gasturbine enthält eine Datenbank (26), die historischen Parameterinformationen von vergleichbaren Gasturbinen enthält, und eine Eingabevorrichtung (34), die eine Vorrichtung, insbesondere einen Computer, umfasst, die dazu ausgebildet ist, ein Anlagedatensignal (30) und ein Risikosignal (32) zu erzeugen. Ein Prozessor (22), der mit dem Speicher und der Eingabevorrichtung (34) in Kommunikationsverbindung steht, nimmt das Anlagedatensignal (30) in die Datenbank (26) auf, rechnet Informationen für die Gasturbine hoch und berechnet ein konditionales Risiko dafür, dass die Gasturbine eine Grenze erreichen wird. Ein Ausgangssignal (42) enthält Reparatur- oder Wartungszeitpläne. Ein Verfahren zum Überwachen einer Gasturbine enthält ein Empfangen von Informationen von vergleichbaren Gasturbinen, Hinzufügen von Informationen von der Gasturbine zu den Informationen von vergleichbaren Gasturbinen und Projizieren von Informationen für die Gasturbine in die Zukunft. Das Verfahren enthält ferner ein Berechnen eines konditionalen Risikos dafür, dass die Gasturbine eine Grenze erreichen wird, und Erzeugen eines Ausgangssignals (42), das Reparatur- oder Wartungszeitpläne enthält.
CH00224/11A 2010-02-11 2011-02-07 System und Verfahren zur Überwachung einer Gasturbine. CH702625B1 (de)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US12/704,031 US8370046B2 (en) 2010-02-11 2010-02-11 System and method for monitoring a gas turbine

Publications (3)

Publication Number Publication Date
CH702625A2 CH702625A2 (de) 2011-08-15
CH702625A8 CH702625A8 (de) 2011-12-15
CH702625B1 true CH702625B1 (de) 2017-03-31

Family

ID=44354366

Family Applications (1)

Application Number Title Priority Date Filing Date
CH00224/11A CH702625B1 (de) 2010-02-11 2011-02-07 System und Verfahren zur Überwachung einer Gasturbine.

Country Status (5)

Country Link
US (1) US8370046B2 (de)
JP (1) JP5844978B2 (de)
CN (1) CN102155301B (de)
CH (1) CH702625B1 (de)
DE (1) DE102011000298A1 (de)

Families Citing this family (46)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10254270B2 (en) 2006-11-16 2019-04-09 General Electric Company Sensing system and method
US10260388B2 (en) 2006-11-16 2019-04-16 General Electric Company Sensing system and method
US9671797B2 (en) 2009-05-08 2017-06-06 Gas Turbine Efficiency Sweden Ab Optimization of gas turbine combustion systems low load performance on simple cycle and heat recovery steam generator applications
US9354618B2 (en) 2009-05-08 2016-05-31 Gas Turbine Efficiency Sweden Ab Automated tuning of multiple fuel gas turbine combustion systems
US8437941B2 (en) 2009-05-08 2013-05-07 Gas Turbine Efficiency Sweden Ab Automated tuning of gas turbine combustion systems
US9267443B2 (en) 2009-05-08 2016-02-23 Gas Turbine Efficiency Sweden Ab Automated tuning of gas turbine combustion systems
US8370046B2 (en) * 2010-02-11 2013-02-05 General Electric Company System and method for monitoring a gas turbine
ITCO20110032A1 (it) * 2011-07-28 2013-01-29 Nuovo Pignone Spa Dispositivo e metodo di ottimizzazione e determinazione della vita di una turbina a gas
US20120053984A1 (en) * 2011-08-03 2012-03-01 Kamal Mannar Risk management system for use with service agreements
US9606533B2 (en) 2011-08-19 2017-03-28 Siemens Aktiengesellschaft Automated root cause analysis
GB201201093D0 (en) 2012-01-24 2012-03-07 Rolls Royce Plc Improvements in or relating to control systems for machines
US9563198B2 (en) * 2012-03-08 2017-02-07 General Electric Company Method and system to model risk of unplanned outages of power generation machine
US9158303B2 (en) * 2012-03-27 2015-10-13 General Electric Company Systems and methods for improved reliability operations
US9360864B2 (en) * 2012-04-11 2016-06-07 General Electric Company Turbine fault prediction
FR2993375B1 (fr) * 2012-07-10 2014-07-18 Snecma Methode de detection d'une degradation d'une turbomachine par surveillance des performances de ladite turbomachine
US20140095133A1 (en) * 2012-09-28 2014-04-03 General Electric Company Systems and methods for managing mechanical systems and components
US9280617B2 (en) * 2012-11-06 2016-03-08 General Electric Company Systems and methods for improved reliability operations
CA2897041C (en) * 2013-03-15 2020-08-25 Rolls-Royce Corporation Lifing and performance optimization limit management for turbine engine
AT514680A2 (de) * 2013-08-05 2015-02-15 Uptime Engineering Gmbh Prozess zur Optimierung der Wartung technischer Systeme
US9200984B2 (en) 2013-10-11 2015-12-01 Solar Turbines Incorporated Condition based lifing of gas turbine engine components
JP6355909B2 (ja) 2013-10-18 2018-07-11 三菱重工業株式会社 検査記録装置及び検査記録評価方法
US20150134189A1 (en) * 2013-11-08 2015-05-14 Ricardo, Inc. Systems and methods for remaining useful life predictions in drivetrains
US9784099B2 (en) * 2013-12-18 2017-10-10 Baker Hughes Incorporated Probabilistic determination of health prognostics for selection and management of tools in a downhole environment
CN104481702A (zh) * 2014-10-15 2015-04-01 哈尔滨东安发动机（集团）有限公司 微型燃气轮机运行状态的监测方法
US20170074173A1 (en) * 2015-09-11 2017-03-16 United Technologies Corporation Control system and method of controlling a variable area gas turbine engine
US10495545B2 (en) * 2015-10-22 2019-12-03 General Electric Company Systems and methods for determining risk of operating a turbomachine
CN106681293A (zh) * 2016-03-04 2017-05-17 浙江大学 燃气轮机状态维修决策系统
US10047679B2 (en) 2016-06-14 2018-08-14 General Electric Company System and method to enhance lean blowout monitoring
US10294869B2 (en) 2016-06-14 2019-05-21 General Electric Company System and method to enhance corrosion turbine monitoring
US10099804B2 (en) 2016-06-16 2018-10-16 General Electric Company Environmental impact assessment system
US20180196894A1 (en) * 2017-01-10 2018-07-12 General Electric Company System and method for monitoring a steam turbine and producing adapted inspection intervals
US10487750B2 (en) * 2017-02-27 2019-11-26 General Electric Company System and method for predicting and enhancing power plant startup time
JP6966857B2 (ja) 2017-03-29 2021-11-17 三菱重工業株式会社 運転保守管理方法、プログラム、及び運転保守管理システム
US10262127B2 (en) * 2017-04-05 2019-04-16 General Electric Company Systems and method for securely sharing and executing data and models
US12060170B2 (en) * 2020-10-07 2024-08-13 General Electric Company Flexible engine monitoring
US11874653B2 (en) 2020-10-29 2024-01-16 Oliver Crispin Robotics Limited Systems and methods of servicing equipment
US11915531B2 (en) 2020-10-29 2024-02-27 General Electric Company Systems and methods of servicing equipment
US12208925B2 (en) * 2020-10-29 2025-01-28 General Electric Company Systems and methods of servicing equipment
US12139109B2 (en) 2020-10-29 2024-11-12 General Electric Company Systems and methods of servicing equipment
US11685051B2 (en) 2020-10-29 2023-06-27 General Electric Company Systems and methods of servicing equipment
US11938907B2 (en) 2020-10-29 2024-03-26 Oliver Crispin Robotics Limited Systems and methods of servicing equipment
US11992952B2 (en) 2020-10-29 2024-05-28 General Electric Company Systems and methods of servicing equipment
US11935290B2 (en) 2020-10-29 2024-03-19 Oliver Crispin Robotics Limited Systems and methods of servicing equipment
US11708769B2 (en) 2021-12-21 2023-07-25 Rolls-Royce Plc Exhaust content
GB2616822A (en) 2021-12-21 2023-09-27 Rolls Royce Plc Determination of fuel characteristics
US11708796B2 (en) 2021-12-21 2023-07-25 Rolls-Royce Plc Performance parameters

Family Cites Families (48)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA1026850A (en) * 1973-09-24 1978-02-21 Smiths Industries Limited Dual, simultaneously operating control system with fault detection
US6404923B1 (en) 1996-03-29 2002-06-11 Microsoft Corporation Table-based low-level image classification and compression system
AU2413097A (en) 1996-04-11 1997-10-29 Per-Einar Rosenhave Acoustic condition monitoring of objects
US6098010A (en) * 1997-11-20 2000-08-01 The Regents Of The University Of California Method and apparatus for predicting and stabilizing compressor stall
US6192325B1 (en) * 1998-09-15 2001-02-20 Csi Technology, Inc. Method and apparatus for establishing a predictive maintenance database
JP3417880B2 (ja) * 1999-07-07 2003-06-16 科学技術振興事業団 音源情報の抽出方法及び装置
US6263737B1 (en) * 1999-07-23 2001-07-24 Honeywell International Inc. Acoustic fault injection tool
CA2390162C (en) 1999-11-05 2007-01-02 Bombardier Transportation Gmbh Light rail vehicle having predictive diagnostic system for motor driven automated doors
US7231327B1 (en) * 1999-12-03 2007-06-12 Digital Sandbox Method and apparatus for risk management
US6411908B1 (en) * 2000-04-27 2002-06-25 Machinery Prognosis, Inc. Condition-based prognosis for machinery
US20020045952A1 (en) * 2000-10-12 2002-04-18 Blemel Kenneth G. High performance hybrid micro-computer
ITBO20000608A1 (it) * 2000-10-18 2002-04-18 Gd Spa Metodo e macchina automatica per la lavorazione di un prodotto
GB0026465D0 (en) * 2000-10-30 2000-12-13 Rolls Royce Plc Quantifying the effectiveness of an inspection procedure
US6579005B2 (en) * 2000-12-28 2003-06-17 General Electric Company Utilization of pyrometer data to detect oxidation
EP1227382A3 (de) * 2001-01-24 2003-03-26 Bombardier Transportation GmbH Diagnostische Zustandsüberwachung von rollendem Bahnverkehr und On-lIne prädiktive Wartung
US6809506B2 (en) * 2001-03-26 2004-10-26 The United States Of America As Represented By The Secretary Of The Navy Corrosion sensor loudspeaker for active noise control
US6596171B2 (en) * 2001-04-10 2003-07-22 Michael T. Unger Enhanced activated sludge treatment
US20030074244A1 (en) * 2001-04-11 2003-04-17 Braxton Charles R. Distributed energy technology assurance
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
US7430534B2 (en) * 2001-06-15 2008-09-30 Abb Ab System, method and computer program product for risk-minimization and mutual insurance relations in meteorology dependent activities
AU2002353097A1 (en) * 2001-12-07 2003-07-09 Battelle Memorial Institute Methods and systems for analyzing the degradation and failure of mechanical systems
US20070234730A1 (en) * 2002-06-28 2007-10-11 Markham James R Method and apparatus for monitoring combustion instability and other performance deviations in turbine engines and like combustion systems
US7369062B2 (en) * 2002-07-10 2008-05-06 Saf-T-Glo Limited Networked communication devices
DE10235794A1 (de) 2002-08-05 2004-03-04 Siemens Ag System und Verfahren zur zustandsorientierten Instandhaltung
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
US7561926B2 (en) * 2003-08-13 2009-07-14 Drs Sustainment Systems, Inc. Apparatus for monitoring and controlling an isolation shelter and providing diagnostic and prognostic information
US7260501B2 (en) * 2004-04-21 2007-08-21 University Of Connecticut Intelligent model-based diagnostics for system monitoring, diagnosis and maintenance
US7533149B2 (en) * 2004-04-30 2009-05-12 Microsoft Corporation Maintaining multiple versions of message bodies in a common database
US7286960B2 (en) * 2004-09-30 2007-10-23 General Electric Company Systems and methods for monitoring fouling and slagging in heat transfer devices in coal fired power plants
JP2006140257A (ja) * 2004-11-11 2006-06-01 Canon Inc 液浸型露光装置
US7461042B2 (en) * 2004-11-17 2008-12-02 Long Jeffrey G Method, system, and program for defining and managing complex contingent rules, and exceptions thereto, in a rule-based computer system
US20060195391A1 (en) * 2005-02-28 2006-08-31 Stanelle Evan J Modeling loss in a term structured financial portfolio
AU2005334780B2 (en) * 2005-07-19 2011-10-20 Swiss Reinsurance Company Ltd. System and method for feed-back dynamic monitoring of damage coverage level in risk events
US7333917B2 (en) * 2005-08-11 2008-02-19 The University Of North Carolina At Chapel Hill Novelty detection systems, methods and computer program products for real-time diagnostics/prognostics in complex physical systems
US9249794B2 (en) * 2006-01-24 2016-02-02 American Air Liquide, Inc. Condition-based and predictive maintenance of compressor systems
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
US20080006379A1 (en) * 2006-06-15 2008-01-10 The Force, Inc. Condition-based maintenance system and method
US7424403B2 (en) * 2006-09-29 2008-09-09 Csi Technology, Inc. Low power vibration sensor and wireless transmitter system
US7496475B2 (en) * 2006-11-30 2009-02-24 Solar Turbines Incorporated Maintenance management of a machine
US8423364B2 (en) * 2007-02-20 2013-04-16 Microsoft Corporation Generic framework for large-margin MCE training in speech recognition
US7634329B2 (en) * 2007-03-05 2009-12-15 Honeywell International Inc. Intelligent aircraft secondary power distribution system that facilitates condition based maintenance
US20080269922A1 (en) * 2007-04-26 2008-10-30 Delbert Tesar Performance maps for actuator intelligence
ITMI20071048A1 (it) * 2007-05-23 2008-11-24 Nuovo Pignone Spa Metodo per il controllo delle dinamiche di pressione e per la stima del ciclo di vita della camera di combustione di una turbina a gas
US7433789B1 (en) * 2007-06-25 2008-10-07 The Boeing Company Method, apparatus and computer program product for determining a maintenance value associated with a component
CN101188355B (zh) 2007-11-29 2010-04-21 北京四方继保工程技术有限公司 电流互感器末电屏电流转换为线路电压的方法及绝缘在线监测装置
US20110106680A1 (en) * 2009-10-30 2011-05-05 General Electric Company Turbine operation degradation determination system and method
US8370046B2 (en) * 2010-02-11 2013-02-05 General Electric Company System and method for monitoring a gas turbine
US8510060B2 (en) * 2010-06-07 2013-08-13 General Electric Company Life management system and method for gas turbine thermal barrier coatings

Also Published As

Publication number Publication date
DE102011000298A1 (de) 2011-12-15
US20110196593A1 (en) 2011-08-11
CH702625A2 (de) 2011-08-15
CN102155301A (zh) 2011-08-17
CH702625A8 (de) 2011-12-15
JP2011163345A (ja) 2011-08-25
CN102155301B (zh) 2014-11-26
US8370046B2 (en) 2013-02-05
JP5844978B2 (ja) 2016-01-20

Similar Documents

Publication Publication Date Title
CH702625B1 (de) System und Verfahren zur Überwachung einer Gasturbine.
EP2645195B1 (de) Systeme und Verfahren für verbesserte Betriebssicherheitsvorgänge
CN106404403B (zh) 用于涡轮机的分析的方法和系统
US9122253B2 (en) Systems and methods for dynamic risk derivation
US8972067B2 (en) System and method for optimizing plant operations
US9280617B2 (en) Systems and methods for improved reliability operations
US8712739B2 (en) System and method for hybrid risk modeling of turbomachinery
EP2869152B1 (de) Systeme und Verfahren für verbesserte Betriebssicherheitsvorgänge
US10294869B2 (en) System and method to enhance corrosion turbine monitoring
US20080183444A1 (en) Modeling and monitoring method and system
KR101994465B1 (ko) 기술 시스템, 특히 전기 에너지-발생 설비의 동작의 컴퓨터-보조 모니터링을 위한 방법
EP3751368B1 (de) Mit generativer fertigung gekoppeltes digitales zwillingsökosystem auf basis eines ersatzmessmodells
Sun et al. Scheduling preventive maintenance considering the saturation effect
Venturini et al. Application of a statistical methodology for gas turbine degradation prognostics to alstom field data
WO2015175181A1 (en) System and method for evaluating opportunities to extend operating durations
US20170357223A1 (en) System and method to enhance turbine monitoring with environmental information
WO2019135747A1 (en) Probabilistic life evaluation algorithm for gas turbine engine components
CN112560223A (zh) 一种航空发动机全寿命周期维修概率建模与成本预测方法
Vatani Degradation prognostics in gas turbine engines using neural networks
Slottner et al. Knowledge based prognostics models for gas turbine core components
Ki et al. Development of Easy Maintenance Assistance Solution (EMAS) for Gas Turbine
Rutan et al. Applied Risk And Reliability For Turbomachinery Part I-Reliability Processes And Part II-Reliability Calculations
TONŢ et al. Availability assessment for multivalent and multifunctional systems

Legal Events

Date Code Title Description
PK Correction
PK Correction

Free format text: ERFINDER BERICHTIGT.

NV New agent

Representative=s name: GENERAL ELECTRIC TECHNOLOGY GMBH GLOBAL PATENT, CH