SG10201603011TA - System level fault diagnosis for the air management system of an aircraft - Google Patents
System level fault diagnosis for the air management system of an aircraftInfo
- Publication number
- SG10201603011TA SG10201603011TA SG10201603011TA SG10201603011TA SG10201603011TA SG 10201603011T A SG10201603011T A SG 10201603011TA SG 10201603011T A SG10201603011T A SG 10201603011TA SG 10201603011T A SG10201603011T A SG 10201603011TA SG 10201603011T A SG10201603011T A SG 10201603011TA
- Authority
- SG
- Singapore
- Prior art keywords
- aircraft
- fault diagnosis
- air management
- level fault
- management system
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/22—Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing
- G06F11/2263—Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing using neural networks
-
- 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
- G06F11/3013—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system is an embedded system, i.e. a combination of hardware and software dedicated to perform a certain function in mobile devices, printers, automotive or aircraft systems
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3058—Monitoring arrangements for monitoring environmental properties or parameters of the computing system or of the computing system component, e.g. monitoring of power, currents, temperature, humidity, position, vibrations
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US14/687,112 US10089204B2 (en) | 2015-04-15 | 2015-04-15 | System level fault diagnosis for the air management system of an aircraft |
Publications (1)
Publication Number | Publication Date |
---|---|
SG10201603011TA true SG10201603011TA (en) | 2016-11-29 |
Family
ID=57043235
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
SG10201603011TA SG10201603011TA (en) | 2015-04-15 | 2016-04-15 | System level fault diagnosis for the air management system of an aircraft |
Country Status (5)
Country | Link |
---|---|
US (1) | US10089204B2 (en) |
JP (1) | JP6797546B2 (en) |
CN (1) | CN106406270B (en) |
DE (1) | DE102016107064A1 (en) |
SG (1) | SG10201603011TA (en) |
Families Citing this family (19)
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JP6413509B2 (en) * | 2014-09-03 | 2018-10-31 | 株式会社Ihi | Aircraft electric drive unit cooling system |
US10895523B2 (en) * | 2015-04-30 | 2021-01-19 | The University Of Connecticut | Method of optimal sensor selection and fusion for heat exchanger fouling diagnosis in aerospace systems |
JP5816771B1 (en) * | 2015-06-08 | 2015-11-18 | 株式会社Preferred Networks | Learning device unit |
US20170161969A1 (en) * | 2015-12-07 | 2017-06-08 | The Boeing Company | System and method for model-based optimization of subcomponent sensor communications |
US9724979B1 (en) * | 2016-04-27 | 2017-08-08 | The Boeing Company | Model-based method to detect abnormal operations in heat exchangers |
JP6789848B2 (en) * | 2017-02-27 | 2020-11-25 | 株式会社東芝 | Isolation management system and isolation management method |
US20180342054A1 (en) * | 2017-05-26 | 2018-11-29 | Bsquare Corp. | System and method for constructing augmented and virtual reality interfaces from sensor input |
US11263835B2 (en) * | 2017-10-27 | 2022-03-01 | The Boeing Company | Vehicle fault detection system and method utilizing graphically converted temporal data |
JP6838259B2 (en) * | 2017-11-08 | 2021-03-03 | Kddi株式会社 | Learning data generator, judgment device and program |
CN108197014B (en) * | 2017-12-29 | 2022-01-25 | 东软集团股份有限公司 | Fault diagnosis method and device and computer equipment |
US20190266215A1 (en) * | 2018-02-27 | 2019-08-29 | International Business Machines Corporation | Pareto-efficient probabilistic solutions |
US11465755B1 (en) | 2018-04-30 | 2022-10-11 | United States Of America As Represented By The Secretary Of The Air Force | Aircraft air quality testing system |
EP3579074B1 (en) * | 2018-06-07 | 2021-01-06 | Siemens Aktiengesellschaft | Computer-implemented method and device for resolving closed loops in automatic fault tree analysis of a multi-component system |
US20220037006A1 (en) * | 2018-09-14 | 2022-02-03 | Our United Corporation | Method, apparatus and system for diagnosing status of radiotherapy equipment and storage medium |
JP7115346B2 (en) * | 2019-02-07 | 2022-08-09 | 株式会社デンソー | Abnormality detection device |
CN110489254B (en) * | 2019-07-13 | 2022-06-14 | 西北工业大学 | Large aircraft aviation big data fault detection and causal reasoning system and method based on deep random forest algorithm |
US11544422B2 (en) * | 2019-09-16 | 2023-01-03 | Palo Alto Research Center Incorporated | Machine learning based systems and methods for real time, model based diagnosis |
DE102019219734A1 (en) * | 2019-12-16 | 2021-06-17 | Robert Bosch Gmbh | Evaluation system for measurement data from several domains |
CN111024895B (en) * | 2019-12-18 | 2022-11-18 | 成都飞机工业(集团)有限责任公司 | Interactive atmosphere testing system |
Family Cites Families (24)
Publication number | Priority date | Publication date | Assignee | Title |
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JPH0512239A (en) * | 1991-07-05 | 1993-01-22 | Fujitsu Ltd | Mutual connection network constitution data processor and its learning processing method |
JP3208724B2 (en) * | 1995-05-15 | 2001-09-17 | ダイハツ工業株式会社 | Object detection device |
JPH11212637A (en) * | 1998-01-22 | 1999-08-06 | Hitachi Ltd | Method and device for preventive maintenance |
US6502042B1 (en) * | 2000-10-26 | 2002-12-31 | Bfgoodrich Aerospace Fuel And Utility Systems | Fault tolerant liquid measurement system using multiple-model state estimators |
US20020183971A1 (en) * | 2001-04-10 | 2002-12-05 | Wegerich Stephan W. | Diagnostic systems and methods for predictive condition monitoring |
JP3580793B2 (en) * | 2001-12-12 | 2004-10-27 | ダイセル化学工業株式会社 | Plant control monitoring equipment |
US7734400B2 (en) | 2003-07-24 | 2010-06-08 | Honeywell International Inc. | Fault detection system and method using augmented data and fuzzy logic |
US7455099B2 (en) | 2003-12-19 | 2008-11-25 | General Electric Company | Heat exchanger performance monitoring and analysis method and system |
US8620519B2 (en) | 2005-04-18 | 2013-12-31 | Honeywell International Inc. | Kernel-based fault detection system and method |
US8036999B2 (en) * | 2007-02-14 | 2011-10-11 | Isagacity | Method for analyzing and classifying process data that operates a knowledge base in an open-book mode before defining any clusters |
US8437904B2 (en) | 2007-06-12 | 2013-05-07 | The Boeing Company | Systems and methods for health monitoring of complex systems |
US8140914B2 (en) * | 2009-06-15 | 2012-03-20 | Microsoft Corporation | Failure-model-driven repair and backup |
US8230262B2 (en) * | 2010-07-02 | 2012-07-24 | Oracle International Corporation | Method and apparatus for dealing with accumulative behavior of some system observations in a time series for Bayesian inference with a static Bayesian network model |
WO2012050475A1 (en) * | 2010-10-11 | 2012-04-19 | General Electric Company | Systems, methods, and apparatus for signal processing- based fault detection, isolation and remediation |
US9310790B2 (en) * | 2011-05-23 | 2016-04-12 | Honeywell International Inc. | Large-scale comprehensive real-time monitoring framework for industrial facilities |
GB2492328A (en) | 2011-06-24 | 2013-01-02 | Ge Aviat Systems Ltd | Updating troubleshooting procedures for aircraft maintenance |
FR2986879B1 (en) * | 2012-02-15 | 2014-10-17 | Airbus Operations Sas | METHOD AND SYSTEM FOR DETECTING ANOMALIES SOLVING IN AN AIRCRAFT |
CN103581970B (en) * | 2012-07-23 | 2017-06-09 | 南京航空航天大学 | Distributed sensor networks fault detection method |
CN102945311B (en) * | 2012-10-08 | 2016-06-15 | 南京航空航天大学 | A kind of method that functional fault directed graph carries out fault diagnosis |
WO2015001544A2 (en) * | 2013-07-01 | 2015-01-08 | Agent Video Intelligence Ltd. | System and method for abnormality detection |
US9430311B2 (en) * | 2013-07-23 | 2016-08-30 | Halliburton Energy Services, Inc. | Cause and effect mapping for failure mode effect analysis creation and risk management |
US10288548B2 (en) * | 2015-04-17 | 2019-05-14 | Hamilton Sundstrand Corporation | Wavelet-based analysis for fouling diagnosis of an aircraft heat exchanger |
US10895523B2 (en) * | 2015-04-30 | 2021-01-19 | The University Of Connecticut | Method of optimal sensor selection and fusion for heat exchanger fouling diagnosis in aerospace systems |
CN105094118A (en) * | 2015-08-12 | 2015-11-25 | 中国人民解放军空军勤务学院 | Airplane engine air compressor stall detection method |
-
2015
- 2015-04-15 US US14/687,112 patent/US10089204B2/en active Active
-
2016
- 2016-04-14 JP JP2016080727A patent/JP6797546B2/en active Active
- 2016-04-15 DE DE102016107064.5A patent/DE102016107064A1/en active Pending
- 2016-04-15 CN CN201610237223.9A patent/CN106406270B/en active Active
- 2016-04-15 SG SG10201603011TA patent/SG10201603011TA/en unknown
Also Published As
Publication number | Publication date |
---|---|
CN106406270A (en) | 2017-02-15 |
US20160306725A1 (en) | 2016-10-20 |
CN106406270B (en) | 2020-10-23 |
JP6797546B2 (en) | 2020-12-09 |
JP2016207208A (en) | 2016-12-08 |
DE102016107064A1 (en) | 2016-10-20 |
US10089204B2 (en) | 2018-10-02 |
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