IT202200003167A1 - Corrispondenza, incremento e previsione di modelli di prestazioni migliorati. - Google Patents

Corrispondenza, incremento e previsione di modelli di prestazioni migliorati. Download PDF

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Publication number
IT202200003167A1
IT202200003167A1 IT102022000003167A IT202200003167A IT202200003167A1 IT 202200003167 A1 IT202200003167 A1 IT 202200003167A1 IT 102022000003167 A IT102022000003167 A IT 102022000003167A IT 202200003167 A IT202200003167 A IT 202200003167A IT 202200003167 A1 IT202200003167 A1 IT 202200003167A1
Authority
IT
Italy
Prior art keywords
augmentation
prediction
improved performance
performance model
model matching
Prior art date
Application number
IT102022000003167A
Other languages
English (en)
Inventor
Hernandez Ernesto Heliodoro Escobedo
Giampaolo Gabbi
Original Assignee
Nuovo Pignone Srl
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 Nuovo Pignone Srl filed Critical Nuovo Pignone Srl
Priority to IT102022000003167A priority Critical patent/IT202200003167A1/it
Priority to KR1020247030724A priority patent/KR20240146688A/ko
Priority to AU2023220533A priority patent/AU2023220533B2/en
Priority to US18/838,092 priority patent/US20250148148A1/en
Priority to PCT/EP2023/025076 priority patent/WO2023156074A1/en
Priority to JP2024542179A priority patent/JP2025507231A/ja
Priority to CN202380017455.1A priority patent/CN118556158A/zh
Priority to EP23708407.4A priority patent/EP4483045A1/en
Publication of IT202200003167A1 publication Critical patent/IT202200003167A1/it

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
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/10—Geometric CAD
    • G06F30/15—Vehicle, aircraft or watercraft design
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F01—MACHINES OR ENGINES IN GENERAL; ENGINE PLANTS IN GENERAL; STEAM ENGINES
    • F01D—NON-POSITIVE DISPLACEMENT MACHINES OR ENGINES, e.g. STEAM TURBINES
    • F01D21/00—Shutting-down of machines or engines, e.g. in emergency; Regulating, controlling, or safety means not otherwise provided for
    • F01D21/003—Arrangements for testing or measuring
    • 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
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
    • 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
    • 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
    • F05D2260/81—Modelling or simulation
    • 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
    • F05D2260/82—Forecasts
    • F05D2260/821—Parameter estimation or prediction
    • 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
    • F05D2270/00—Control
    • F05D2270/70—Type of control algorithm
    • F05D2270/71—Type of control algorithm synthesized, i.e. parameter computed by a mathematical model
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2119/00—Details relating to the type or aim of the analysis or the optimisation
    • G06F2119/02—Reliability analysis or reliability optimisation; Failure analysis, e.g. worst case scenario performance, failure mode and effects analysis [FMEA]

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Combustion & Propulsion (AREA)
  • Mechanical Engineering (AREA)
  • Chemical & Material Sciences (AREA)
  • Geometry (AREA)
  • Automation & Control Theory (AREA)
  • Evolutionary Computation (AREA)
  • Theoretical Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Control Of Turbines (AREA)
IT102022000003167A 2022-02-21 2022-02-21 Corrispondenza, incremento e previsione di modelli di prestazioni migliorati. IT202200003167A1 (it)

Priority Applications (8)

Application Number Priority Date Filing Date Title
IT102022000003167A IT202200003167A1 (it) 2022-02-21 2022-02-21 Corrispondenza, incremento e previsione di modelli di prestazioni migliorati.
KR1020247030724A KR20240146688A (ko) 2022-02-21 2023-02-17 향상된 성능 모델 매칭, 증강 및 예측
AU2023220533A AU2023220533B2 (en) 2022-02-21 2023-02-17 Enhanced performance model matching, augmentation and prediction
US18/838,092 US20250148148A1 (en) 2022-02-21 2023-02-17 Enhanced performance model matching, augmentation and prediction
PCT/EP2023/025076 WO2023156074A1 (en) 2022-02-21 2023-02-17 Enhanced performance model matching, augmentation and prediction
JP2024542179A JP2025507231A (ja) 2022-02-21 2023-02-17 改良された性能モデルマッチング、拡張及び予測
CN202380017455.1A CN118556158A (zh) 2022-02-21 2023-02-17 增强的性能模型匹配、增广和预测
EP23708407.4A EP4483045A1 (en) 2022-02-21 2023-02-17 Enhanced performance model matching, augmentation and prediction

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IT102022000003167A IT202200003167A1 (it) 2022-02-21 2022-02-21 Corrispondenza, incremento e previsione di modelli di prestazioni migliorati.

Publications (1)

Publication Number Publication Date
IT202200003167A1 true IT202200003167A1 (it) 2023-08-21

Family

ID=81392855

Family Applications (1)

Application Number Title Priority Date Filing Date
IT102022000003167A IT202200003167A1 (it) 2022-02-21 2022-02-21 Corrispondenza, incremento e previsione di modelli di prestazioni migliorati.

Country Status (8)

Country Link
US (1) US20250148148A1 (it)
EP (1) EP4483045A1 (it)
JP (1) JP2025507231A (it)
KR (1) KR20240146688A (it)
CN (1) CN118556158A (it)
AU (1) AU2023220533B2 (it)
IT (1) IT202200003167A1 (it)
WO (1) WO2023156074A1 (it)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060212281A1 (en) * 2005-03-21 2006-09-21 Mathews Harry Kirk Jr System and method for system-specific analysis of turbomachinery
EP1790838A1 (en) * 2005-11-18 2007-05-30 General Electric Company Model-based iterative estimation of gas turbine engine component qualities
EP3690559A1 (en) * 2019-02-01 2020-08-05 United Technologies Corporation Machine learned aero-thermodynamic engine inlet condition synthesis

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH07322247A (ja) * 1994-05-30 1995-12-08 Nippon Telegr & Teleph Corp <Ntt> 動きパラメータ探索方法
JPH08190404A (ja) * 1995-01-10 1996-07-23 Hitachi Ltd 適応制御方法および装置
JP3223880B2 (ja) * 1998-04-10 2001-10-29 日本電気株式会社 飛行経路作成装置および飛行経路作成方法
US20050193739A1 (en) * 2004-03-02 2005-09-08 General Electric Company Model-based control systems and methods for gas turbine engines
JP4795282B2 (ja) * 2006-07-11 2011-10-19 三菱電機株式会社 加工条件探索装置
JP5046104B2 (ja) * 2007-09-11 2012-10-10 独立行政法人 宇宙航空研究開発機構 ガスタービンエンジンの性能推定方法およびシステム
US7822512B2 (en) * 2008-01-08 2010-10-26 General Electric Company Methods and systems for providing real-time comparison with an alternate control strategy for a turbine
US9347321B2 (en) * 2014-08-01 2016-05-24 The Boeing Company Methods for optimized engine balancing based on flight data
US20170286854A1 (en) * 2016-03-30 2017-10-05 General Electric Company Automatic revision of a predictive damage model

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20060212281A1 (en) * 2005-03-21 2006-09-21 Mathews Harry Kirk Jr System and method for system-specific analysis of turbomachinery
EP1790838A1 (en) * 2005-11-18 2007-05-30 General Electric Company Model-based iterative estimation of gas turbine engine component qualities
EP3690559A1 (en) * 2019-02-01 2020-08-05 United Technologies Corporation Machine learned aero-thermodynamic engine inlet condition synthesis

Also Published As

Publication number Publication date
CN118556158A (zh) 2024-08-27
AU2023220533B2 (en) 2025-09-25
US20250148148A1 (en) 2025-05-08
KR20240146688A (ko) 2024-10-08
JP2025507231A (ja) 2025-03-17
EP4483045A1 (en) 2025-01-01
WO2023156074A1 (en) 2023-08-24
AU2023220533A1 (en) 2024-09-19

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