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 PCT/EP2023/025076 priority patent/WO2023156074A1/en
Publication of IT202200003167A1 publication Critical patent/IT202200003167A1/it

Links

Classifications

    • 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
    • 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
    • G05B23/0218—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

Landscapes

  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
IT102022000003167A 2022-02-21 2022-02-21 Corrispondenza, incremento e previsione di modelli di prestazioni migliorati. IT202200003167A1 (it)

Priority Applications (2)

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.
PCT/EP2023/025076 WO2023156074A1 (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 (2)

Country Link
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

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
WO2023156074A1 (en) 2023-08-24

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