CN115702288A - 发动机的异常诊断方法、发动机的异常诊断程序及发动机的异常诊断系统 - Google Patents

发动机的异常诊断方法、发动机的异常诊断程序及发动机的异常诊断系统 Download PDF

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Publication number
CN115702288A
CN115702288A CN202180042708.1A CN202180042708A CN115702288A CN 115702288 A CN115702288 A CN 115702288A CN 202180042708 A CN202180042708 A CN 202180042708A CN 115702288 A CN115702288 A CN 115702288A
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China
Prior art keywords
engine
abnormality
state quantity
model
unit
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CN202180042708.1A
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English (en)
Chinese (zh)
Inventor
奥雷克谢·邦达伦科
福田哲吾
宫川修二郎
宫地健
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Mitsui Yiaisi Co ltd
National Research And Development Corp Marine Harbor Aviation Technology Research Institute
Original Assignee
National Research And Development Corp Marine Harbor Aviation Technology Research Institute
Mitsui Engineering and Shipbuilding Co Ltd
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Publication of CN115702288A publication Critical patent/CN115702288A/zh
Pending legal-status Critical Current

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    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02D—CONTROLLING COMBUSTION ENGINES
    • F02D41/00—Electrical control of supply of combustible mixture or its constituents
    • F02D41/22—Safety or indicating devices for abnormal conditions
    • F02D41/221—Safety or indicating devices for abnormal conditions relating to the failure of actuators or electrically driven elements
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02D—CONTROLLING COMBUSTION ENGINES
    • F02D45/00—Electrical control not provided for in groups F02D41/00 - F02D43/00
    • 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
    • G05B23/0243—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 model based detection method, e.g. first-principles knowledge model
    • G05B23/0254—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 model based detection method, e.g. first-principles knowledge model based on a quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, Neural Networks
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02D—CONTROLLING COMBUSTION ENGINES
    • F02D41/00—Electrical control of supply of combustible mixture or its constituents
    • F02D41/02—Circuit arrangements for generating control signals
    • F02D41/14—Introducing closed-loop corrections
    • F02D41/1401—Introducing closed-loop corrections characterised by the control or regulation method
    • F02D2041/1413—Controller structures or design
    • F02D2041/1415—Controller structures or design using a state feedback or a state space representation
    • F02D2041/1417—Kalman filter
    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02—COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02D—CONTROLLING COMBUSTION ENGINES
    • F02D41/00—Electrical control of supply of combustible mixture or its constituents
    • F02D41/02—Circuit arrangements for generating control signals
    • F02D41/14—Introducing closed-loop corrections
    • F02D41/1401—Introducing closed-loop corrections characterised by the control or regulation method
    • F02D2041/1433—Introducing closed-loop corrections characterised by the control or regulation method using a model or simulation of the system
    • 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
    • Y02T10/00—Road transport of goods or passengers
    • Y02T10/10—Internal combustion engine [ICE] based vehicles
    • Y02T10/40—Engine management systems

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Combustion & Propulsion (AREA)
  • Evolutionary Computation (AREA)
  • Automation & Control Theory (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Combined Controls Of Internal Combustion Engines (AREA)
  • Testing And Monitoring For Control Systems (AREA)
CN202180042708.1A 2020-07-06 2021-07-06 发动机的异常诊断方法、发动机的异常诊断程序及发动机的异常诊断系统 Pending CN115702288A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2020116438 2020-07-06
JP2020-116438 2020-07-06
PCT/JP2021/025526 WO2022009904A1 (ja) 2020-07-06 2021-07-06 エンジンの異常診断方法、エンジンの異常診断プログラム、及びエンジンの異常診断システム

Publications (1)

Publication Number Publication Date
CN115702288A true CN115702288A (zh) 2023-02-14

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CN202180042708.1A Pending CN115702288A (zh) 2020-07-06 2021-07-06 发动机的异常诊断方法、发动机的异常诊断程序及发动机的异常诊断系统

Country Status (4)

Country Link
JP (1) JP7450238B2 (ja)
KR (1) KR102692731B1 (ja)
CN (1) CN115702288A (ja)
WO (1) WO2022009904A1 (ja)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102645702B1 (ko) * 2023-04-10 2024-03-11 사단법인 한국선급 선박용 엔진 연소실 고장 진단시스템 및 이를 이용한 고장 진단방법

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH10339664A (ja) * 1997-06-10 1998-12-22 Babcock Hitachi Kk 監視装置及び方法
JP2009068359A (ja) * 2007-09-11 2009-04-02 Japan Aerospace Exploration Agency ガスタービンエンジンの性能推定システム
CN102855349A (zh) * 2012-08-06 2013-01-02 南京航空航天大学 航空发动机气路故障诊断的快速原型设计方法及平台
CN104020667A (zh) * 2013-03-01 2014-09-03 费希尔-罗斯蒙特系统公司 过程控制系统中改进的卡尔曼滤波器
CN104020728A (zh) * 2013-03-01 2014-09-03 费希尔-罗斯蒙特系统公司 预测器在具有无线或间歇性过程测量的过程控制系统中的使用
WO2019175707A1 (ja) * 2018-03-16 2019-09-19 株式会社半導体エネルギー研究所 二次電池の充電状態推定装置、二次電池の異常検出装置、二次電池の異常検出方法、及び二次電池の管理システム

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5341800B2 (ja) * 2010-03-11 2013-11-13 アズビル株式会社 制御モデル更新装置、制御モデル更新方法、空調制御システム、データ妥当性判断装置
FR2978858B1 (fr) 2011-08-01 2013-08-30 Airbus Operations Sas Procede et systeme pour la determination de parametres de vol d'un aeronef
KR101505975B1 (ko) 2014-05-30 2015-03-26 충남대학교산학협력단 엔진 고장 진단 방법 및 고장 진단 시스템
KR102393418B1 (ko) * 2017-03-30 2022-05-03 삼성전자주식회사 데이터 학습 서버 및 이의 학습 모델 생성 및 이용 방법
KR20170080556A (ko) * 2017-06-27 2017-07-10 현대중공업 주식회사 엔진 모니터링 시스템 및 방법

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH10339664A (ja) * 1997-06-10 1998-12-22 Babcock Hitachi Kk 監視装置及び方法
JP2009068359A (ja) * 2007-09-11 2009-04-02 Japan Aerospace Exploration Agency ガスタービンエンジンの性能推定システム
CN102855349A (zh) * 2012-08-06 2013-01-02 南京航空航天大学 航空发动机气路故障诊断的快速原型设计方法及平台
CN104020667A (zh) * 2013-03-01 2014-09-03 费希尔-罗斯蒙特系统公司 过程控制系统中改进的卡尔曼滤波器
CN104020728A (zh) * 2013-03-01 2014-09-03 费希尔-罗斯蒙特系统公司 预测器在具有无线或间歇性过程测量的过程控制系统中的使用
WO2019175707A1 (ja) * 2018-03-16 2019-09-19 株式会社半導体エネルギー研究所 二次電池の充電状態推定装置、二次電池の異常検出装置、二次電池の異常検出方法、及び二次電池の管理システム

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JPWO2022009904A1 (ja) 2022-01-13
KR102692731B1 (ko) 2024-08-08
JP7450238B2 (ja) 2024-03-15
WO2022009904A1 (ja) 2022-01-13
KR20230009484A (ko) 2023-01-17

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Applicant after: Mitsui Yiaisi Co.,Ltd.

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Applicant before: National Research and Development Corporation Marine. Harbor. Aviation Technology Research Institute

Applicant before: MITSUI ENGINEERING & SHIPBUILDING Co.,Ltd.

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