ATE450830T1 - Sensor-fehlerdiagnose und -prognose unter verwendung eines komponentenmodells und zeitskalenorthogonaler entwicklungen - Google Patents

Sensor-fehlerdiagnose und -prognose unter verwendung eines komponentenmodells und zeitskalenorthogonaler entwicklungen

Info

Publication number
ATE450830T1
ATE450830T1 AT05732341T AT05732341T ATE450830T1 AT E450830 T1 ATE450830 T1 AT E450830T1 AT 05732341 T AT05732341 T AT 05732341T AT 05732341 T AT05732341 T AT 05732341T AT E450830 T1 ATE450830 T1 AT E450830T1
Authority
AT
Austria
Prior art keywords
component model
type
sensor
fault
calculated
Prior art date
Application number
AT05732341T
Other languages
English (en)
Inventor
Pengju Kang
Mohsen Farzad
Slaven Stricevic
Payman Sadegh
Alan Finn
Original Assignee
Carrier Corp
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 Carrier Corp filed Critical Carrier Corp
Application granted granted Critical
Publication of ATE450830T1 publication Critical patent/ATE450830T1/de

Links

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B9/00Safety arrangements
    • G05B9/02Safety arrangements electric
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/30Nc systems
    • G05B2219/31From computer integrated manufacturing till monitoring
    • G05B2219/31359Object oriented model for fault, quality control
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/02Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Air Conditioning Control Device (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Air Bags (AREA)
  • Testing Of Engines (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
AT05732341T 2004-05-06 2005-04-07 Sensor-fehlerdiagnose und -prognose unter verwendung eines komponentenmodells und zeitskalenorthogonaler entwicklungen ATE450830T1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US10/840,566 US7200524B2 (en) 2004-05-06 2004-05-06 Sensor fault diagnostics and prognostics using component model and time scale orthogonal expansions
PCT/US2005/011620 WO2005111806A2 (en) 2004-05-06 2005-04-07 Sensor fault diagnostics and prognostics using component model and time scale orthogonal expansions

Publications (1)

Publication Number Publication Date
ATE450830T1 true ATE450830T1 (de) 2009-12-15

Family

ID=35240498

Family Applications (1)

Application Number Title Priority Date Filing Date
AT05732341T ATE450830T1 (de) 2004-05-06 2005-04-07 Sensor-fehlerdiagnose und -prognose unter verwendung eines komponentenmodells und zeitskalenorthogonaler entwicklungen

Country Status (7)

Country Link
US (1) US7200524B2 (de)
EP (1) EP1763754B1 (de)
JP (1) JP2007536490A (de)
AT (1) ATE450830T1 (de)
DE (1) DE602005018056D1 (de)
ES (1) ES2334684T3 (de)
WO (1) WO2005111806A2 (de)

Families Citing this family (63)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
TWI276954B (en) * 2004-12-30 2007-03-21 Ind Tech Res Inst Key performance index and monitoring method thereof
US9104650B2 (en) 2005-07-11 2015-08-11 Brooks Automation, Inc. Intelligent condition monitoring and fault diagnostic system for preventative maintenance
JP5043839B2 (ja) 2005-07-11 2012-10-10 ブルックス オートメーション インコーポレイテッド 予知保全用インテリジェント状態監視及び障害診断システム
DE102006052321A1 (de) * 2005-11-24 2007-06-06 Danfoss A/S Verfahren zum Analysieren einer Kühlanlage und Verfahren zur Regelung einer Kühlanlage
ES2431863T5 (es) 2006-11-03 2017-07-27 Air Products And Chemicals, Inc. Sistema y método para la monitorización de procesos
US7496472B2 (en) * 2007-01-25 2009-02-24 Johnson Controls Technology Company Method and system for assessing performance of control systems
US7802114B2 (en) * 2007-03-16 2010-09-21 Spansion Llc State change sensing
US8024610B2 (en) * 2007-05-24 2011-09-20 Palo Alto Research Center Incorporated Diagnosing intermittent faults
US7800412B2 (en) * 2008-02-12 2010-09-21 Honeywell International Inc. Fault detection and isolation of redundant signals
KR101470631B1 (ko) * 2008-03-12 2014-12-08 엘지전자 주식회사 공기 조화기의 제어방법
US20090252845A1 (en) * 2008-04-03 2009-10-08 Southwick Kenneth J Collider chamber apparatus and method of use
US7827008B2 (en) * 2008-10-21 2010-11-02 General Electric Company System including phase signal saving during anomaly and related method
US20100187320A1 (en) * 2009-01-29 2010-07-29 Southwick Kenneth J Methods and systems for recovering and redistributing heat
US8467929B2 (en) * 2009-08-24 2013-06-18 Robert Bosch Gmbh Good checking for vehicle wheel speed sensors
US8401730B2 (en) * 2009-08-24 2013-03-19 Robert Bosch Llc Good checking for vehicle lateral acceleration sensor
US8738219B2 (en) * 2009-08-24 2014-05-27 Robert Bosch Gmbh Good checking for vehicle longitudinal acceleration sensor
US8494708B2 (en) * 2009-08-24 2013-07-23 Robert Bosch Gmbh Good checking for vehicle yaw rate sensor
US8754764B2 (en) * 2009-08-24 2014-06-17 Robert Bosch Gmbh Good checking for vehicle pressure sensor
US8935037B2 (en) * 2009-08-24 2015-01-13 Robert Bosch Gmbh Good checking for vehicle steering angle sensor
US20110141912A1 (en) * 2009-12-10 2011-06-16 Xerox Corporation Field corrective action based on part life durations
US8386849B2 (en) * 2010-01-29 2013-02-26 Honeywell International Inc. Noisy monitor detection and intermittent fault isolation
US8854226B2 (en) 2010-06-02 2014-10-07 Trane International Inc. System and process for monitoring and scheduling maintenance on mechanical equipment
WO2011153486A1 (en) 2010-06-03 2011-12-08 Cummins Inc. Fresh air flow estimation
DE102010031298A1 (de) * 2010-07-13 2012-01-19 Krones Aktiengesellschaft Verfahren zum Überprüfen der Ausleitung eines Gegenstandes
US20120031985A1 (en) * 2010-08-09 2012-02-09 Terry Lien Do Fault tolerant appliance
WO2012118550A1 (en) * 2011-03-02 2012-09-07 Carrier Corporation Spm fault detection and diagnostics algorithm
JP5812653B2 (ja) * 2011-03-31 2015-11-17 三菱重工業株式会社 熱媒流量推定装置、熱源機、及び熱媒流量推定方法
US8302625B1 (en) * 2011-06-23 2012-11-06 General Electric Company Validation of working fluid parameter indicator sensitivity in system with centrifugal machines
CN203170019U (zh) 2012-02-10 2013-09-04 欧格运动有限责任公司 一种具有可拆卸式弹性垫的飞盘
US9417638B2 (en) * 2012-12-20 2016-08-16 Automotive Research & Testing Center Intelligent thermostatic control method and device for an air conditioner blowing cold and hot air
US9784703B2 (en) 2012-12-28 2017-10-10 Schneider Electric It Corporation Method for air flow fault and cause identification
US9574810B1 (en) 2013-01-24 2017-02-21 Advantek Consulting Engineering, Inc. Optimizing energy efficiency ratio feedback control for direct expansion air-conditioners and heat pumps
US9958190B2 (en) 2013-01-24 2018-05-01 Advantek Consulting Engineering, Inc. Optimizing energy efficiency ratio feedback control for direct expansion air-conditioners and heat pumps
WO2015024402A1 (zh) 2013-08-20 2015-02-26 江苏天舒电器有限公司 一种热泵热水机在线自诊断系统及其控制方法和装置
CN104566762B (zh) * 2013-10-12 2018-03-20 珠海格力电器股份有限公司 除湿机的出风口异常监控方法及系统
KR102317340B1 (ko) * 2014-01-14 2021-10-26 삼성전자주식회사 공기 조화기 및 그의 고장 진단 방법
WO2016010446A1 (en) * 2014-07-16 2016-01-21 Siemens Aktiengesellschaft Method for validation of an investigated sensor and corresponding machine
US10296670B2 (en) 2014-09-17 2019-05-21 Infineon Technologies Ag Age estimator for safety monitoring based on local detectors
US10378936B2 (en) * 2015-09-04 2019-08-13 International Business Machines Corporation Identification of failed sensors in a system of interconnected devices
CN105423482B (zh) * 2015-10-30 2019-01-22 四川长虹电器股份有限公司 一种温度检测方法及空调
US9892012B2 (en) * 2015-12-30 2018-02-13 International Business Machines Corporation Detecting anomalous sensors
CN109964091B (zh) 2016-11-22 2020-12-04 丹佛斯有限公司 在气体旁通阀故障期间控制蒸气压缩系统的方法
US11340000B2 (en) * 2016-11-22 2022-05-24 Danfoss A/S Method for handling fault mitigation in a vapour compression system
US10962262B2 (en) 2016-11-22 2021-03-30 Danfoss A/S Method for controlling a vapour compression system during gas bypass valve malfunction
US10337753B2 (en) * 2016-12-23 2019-07-02 Abb Ag Adaptive modeling method and system for MPC-based building energy control
CN107861915B (zh) * 2017-11-09 2021-06-25 东软集团股份有限公司 获取预警阈值的方法、装置以及存储介质
JP2019100687A (ja) * 2017-12-08 2019-06-24 パナソニックIpマネジメント株式会社 空調制御方法及び空調制御装置
US10989427B2 (en) 2017-12-20 2021-04-27 Trane International Inc. HVAC system including smart diagnostic capabilites
CN108829535A (zh) * 2018-06-08 2018-11-16 上海擎创信息技术有限公司 数据处理方法、终端及计算机可读存储介质
WO2020003528A1 (ja) * 2018-06-29 2020-01-02 日立ジョンソンコントロールズ空調株式会社 空調管理システム、空調管理方法、及びプログラム
CN109407640B (zh) * 2018-12-13 2021-03-09 宁波大学 一种基于动态正交成分分析的动态过程监测方法
JP6595139B1 (ja) * 2019-04-05 2019-10-23 日立ジョンソンコントロールズ空調株式会社 空調管理システム、空調管理方法、及びプログラム
CN109974242B (zh) * 2019-04-10 2021-10-08 山东建筑大学 基于热成像的空调系统智能调温方法与系统
CN110425694B (zh) * 2019-08-09 2021-05-25 长江慧控科技(武汉)有限公司 基于phm的高铁智能车站暖通空调能效控制管理方法
CN110513958B (zh) * 2019-08-29 2021-05-11 青岛聚好联科技有限公司 一种确定设备健康状况方法及装置
CN111123885B (zh) * 2019-11-29 2022-05-10 南京航空航天大学 一种基于自适应技术的高超声速飞行器间歇故障诊断方法
US11562137B2 (en) 2020-04-14 2023-01-24 Bank Of America Corporation System to correct model drift for natural language understanding
CN112254270B (zh) * 2020-09-02 2022-05-31 海信(山东)空调有限公司 一种空调及空调故障分类处理方法
US11796201B2 (en) * 2021-04-20 2023-10-24 Lennox Industries Inc. HVAC sensor validation while HVAC system is off
CN113435593B (zh) * 2021-06-29 2022-11-04 广州博通信息技术有限公司 基于传感器时序数据分析的制冷设备结霜预测方法
CN114962171A (zh) * 2022-04-24 2022-08-30 明阳智慧能源集团股份公司 风电机组载荷传感器失效模式识别方法与系统
US20240320691A1 (en) * 2023-03-21 2024-09-26 Cisco Technology, Inc. Telemetry data based counterfeit device detection
CN119770817B (zh) * 2024-12-27 2026-01-13 上海融易迈医疗健康科技有限公司 一种呼吸加温管路的故障监测方法及装置

Family Cites Families (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4653280A (en) 1985-09-18 1987-03-31 Hansen John C Diagnostic system for detecting faulty sensors in a refrigeration system
JPH0627598B2 (ja) 1986-08-13 1994-04-13 三菱重工業株式会社 冷凍装置における圧力センサの故障診断方法
US5267277A (en) 1989-11-02 1993-11-30 Combustion Engineering, Inc. Indicator system for advanced nuclear plant control complex
GB2255838A (en) 1991-05-13 1992-11-18 Gen Electric Filtered signal validation.
US5703777A (en) * 1994-10-20 1997-12-30 Anr Pipeline Company Parametric emissions monitoring system having operating condition deviation feedback
SE9600334D0 (sv) * 1996-01-30 1996-01-30 Radi Medical Systems Combined flow, pressure and temperature sensor
US5987399A (en) 1998-01-14 1999-11-16 Arch Development Corporation Ultrasensitive surveillance of sensors and processes
JP4308437B2 (ja) 1998-08-17 2009-08-05 アスペン テクノロジー インコーポレイテッド センサの性能確認装置および方法
JP3411841B2 (ja) * 1998-12-04 2003-06-03 リオン株式会社 故障診断方法および故障診断器
AU2001247336B2 (en) * 2000-03-10 2006-02-02 Smiths Detection, Inc. Control for an industrial process using one or more multidimensional variables
US6598195B1 (en) * 2000-08-21 2003-07-22 General Electric Company Sensor fault detection, isolation and accommodation
US6804600B1 (en) * 2003-09-05 2004-10-12 Honeywell International, Inc. Sensor error detection and compensation system and method

Also Published As

Publication number Publication date
WO2005111806A3 (en) 2006-03-16
DE602005018056D1 (de) 2010-01-14
US20050251364A1 (en) 2005-11-10
EP1763754A2 (de) 2007-03-21
WO2005111806A2 (en) 2005-11-24
EP1763754B1 (de) 2009-12-02
US7200524B2 (en) 2007-04-03
JP2007536490A (ja) 2007-12-13
ES2334684T3 (es) 2010-03-15
EP1763754A4 (de) 2007-08-08

Similar Documents

Publication Publication Date Title
ATE450830T1 (de) Sensor-fehlerdiagnose und -prognose unter verwendung eines komponentenmodells und zeitskalenorthogonaler entwicklungen
JP2021064370A (ja) デジタル・ツイン・シミュレーション・データを利用した時系列データに基づく、大規模な産業用監視システム向けの半教師あり深層異常検出のための方法およびシステム
CN102096730B (zh) 用于故障模型验证和生效的以软件为中心的方法
US20170074250A1 (en) Wind turbine condition monitoring method and system
US20130318018A1 (en) Neural network-based turbine monitoring system
WO2008040018A3 (en) Abnormal situation prevention in a heat exchanger
CN104766175A (zh) 一种基于时间序列分析的电力系统异常数据辨识与修正方法
ATE546794T1 (de) System, verfahren und computerprogramm zur frühen ereigniserkennung
WO2011046869A3 (en) Targeted equipment monitoring system and method for optimizing equipment reliability
KR20170031985A (ko) 공기조화시스템의 고장 검출 및 진단 방법
WO2006031749A3 (en) Application of abnormal event detection technology to fluidized catalytic cracking unit
CN102695943A (zh) 用于通用传感器的自诊断装置和方法
WO2007124002A3 (en) Application of abnormal event detection technology to delayed coking unit
CN102542159B (zh) 一种在轨航天器状态预测方法
CN110727669B (zh) 一种电力系统传感器数据清理装置及清理方法
WO2014117967A1 (en) Method and apparatus for deriving diagnostic data about a technical system
CN104504248A (zh) 一种基于设计数据分析的故障诊断建模方法
CN112036581B (zh) 交通工具空调系统的性能检测方法及装置、存储介质、终端
CN118898205A (zh) 一种基于数字孪生的设备故障检测方法及系统
CN107016448A (zh) 一种故障/维修时间服从任意分布的周期性检查装备可用性评估方法
CN102968569B (zh) 基于Markov模型与D-S证据理论的安全仪表系统可靠性评估方法
CN110503322A (zh) 一种军机维修性评估方法
CN103778045B (zh) 平台健康监视系统
CN104460337B (zh) 一种基于修正β因子的控制系统共因失效分析方法
CN107783495A (zh) 单元控制系统

Legal Events

Date Code Title Description
RER Ceased as to paragraph 5 lit. 3 law introducing patent treaties