MX2020010288A - Sistema y procedimiento para supervisar la salud y predecir fallos de una máquina electromecánica. - Google Patents

Sistema y procedimiento para supervisar la salud y predecir fallos de una máquina electromecánica.

Info

Publication number
MX2020010288A
MX2020010288A MX2020010288A MX2020010288A MX2020010288A MX 2020010288 A MX2020010288 A MX 2020010288A MX 2020010288 A MX2020010288 A MX 2020010288A MX 2020010288 A MX2020010288 A MX 2020010288A MX 2020010288 A MX2020010288 A MX 2020010288A
Authority
MX
Mexico
Prior art keywords
electro
mechanical machine
operational parameters
monitoring health
events
Prior art date
Application number
MX2020010288A
Other languages
English (en)
Inventor
Shailendra Shukla
Santosh Jadhav
Uddipan Paul
Siddhant Malhotra
Mayur J Dhameliya
Ratheen Chaturvedi
Original Assignee
L&T Tech Services Limited
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 L&T Tech Services Limited filed Critical L&T Tech Services Limited
Publication of MX2020010288A publication Critical patent/MX2020010288A/es

Links

Classifications

    • 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
    • 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
    • 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
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0283—Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL]
    • 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
    • G06F11/0703—Error or fault processing not based on redundancy, i.e. by taking additional measures to deal with the error or fault not making use of redundancy in operation, in hardware, or in data representation
    • G06F11/0751—Error or fault detection not based on redundancy
    • G06F11/0754—Error or fault detection not based on redundancy by exceeding limits
    • G06F11/076—Error or fault detection not based on redundancy by exceeding limits by exceeding a count or rate limit, e.g. word- or bit count limit
    • 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
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3447—Performance evaluation by modeling
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G05B23/0208—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the configuration of the monitoring system
    • G05B23/0216—Human interface functionality, e.g. monitoring system providing help to the user in the selection of tests or in its configuration

Abstract

Esta divulgación se refiere a un procedimiento y sistema para supervisar la salud y predecir fallos de una máquina electromecánica. En una forma de realización, el procedimiento puede incluir recibir una pluralidad de parámetros operativos con respecto a la máquina electromecánica y determinar un conjunto de características y un conjunto de eventos en función de la pluralidad de parámetros operativos. El procedimiento puede incluir además detectar una o más identificaciones de fallo asociadas a la máquina electromecánica en función de al menos uno de entre la pluralidad de parámetros operativos, el conjunto de características o el conjunto de eventos. El procedimiento puede incluir además determinar al menos uno de entre el tiempo que queda hasta el posible fallo y la vida útil restante de la máquina electromecánica en función de al menos uno de entre la pluralidad de parámetros operativos, el conjunto de características, el conjunto de eventos o la una o más identificaciones de fallo mediante el uso de un modelo de aprendizaje automático híbrido.
MX2020010288A 2018-03-28 2019-03-28 Sistema y procedimiento para supervisar la salud y predecir fallos de una máquina electromecánica. MX2020010288A (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
IN201841011615 2018-03-28
PCT/IB2019/052543 WO2019186453A1 (en) 2018-03-28 2019-03-28 System and method for monitoring health and predicting failure of an electro-mechanical machine

Publications (1)

Publication Number Publication Date
MX2020010288A true MX2020010288A (es) 2021-01-20

Family

ID=68060536

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2020010288A MX2020010288A (es) 2018-03-28 2019-03-28 Sistema y procedimiento para supervisar la salud y predecir fallos de una máquina electromecánica.

Country Status (7)

Country Link
US (1) US11493913B2 (es)
EP (1) EP3776215A4 (es)
JP (1) JP7460545B2 (es)
AU (1) AU2019244842B2 (es)
MX (1) MX2020010288A (es)
SG (1) SG11202009619SA (es)
WO (1) WO2019186453A1 (es)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20200380391A1 (en) * 2019-05-29 2020-12-03 Caci, Inc. - Federal Methods and systems for predicting electromechanical device failure
IT202000014944A1 (it) * 2020-06-23 2021-12-23 Gd Spa Procedimento per la manutenzione predittiva di una macchina automatica per la produzione o l’impacchettamento di articoli di consumo

Family Cites Families (31)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5566092A (en) * 1993-12-30 1996-10-15 Caterpillar Inc. Machine fault diagnostics system and method
US7308322B1 (en) * 1998-09-29 2007-12-11 Rockwell Automation Technologies, Inc. Motorized system integrated control and diagnostics using vibration, pressure, temperature, speed, and/or current analysis
US6240343B1 (en) * 1998-12-28 2001-05-29 Caterpillar Inc. Apparatus and method for diagnosing an engine using computer based models in combination with a neural network
US7539597B2 (en) * 2001-04-10 2009-05-26 Smartsignal Corporation Diagnostic systems and methods for predictive condition monitoring
US6728658B1 (en) * 2001-05-24 2004-04-27 Simmonds Precision Products, Inc. Method and apparatus for determining the health of a component using condition indicators
EP1298511B2 (en) 2001-09-27 2009-11-18 Reliance Electric Technologies, LLC Motorized system integrated control and diagnostics using vibration, pressure, temperature, speed, and/or current analysis
US7254520B2 (en) * 2002-05-14 2007-08-07 Analysis And Measurement Services Corporation Testing of wire systems and end devices installed in industrial processes
US7027953B2 (en) * 2002-12-30 2006-04-11 Rsl Electronics Ltd. Method and system for diagnostics and prognostics of a mechanical system
US7062370B2 (en) * 2004-03-30 2006-06-13 Honeywell International Inc. Model-based detection, diagnosis of turbine engine faults
CN101128830A (zh) * 2005-02-25 2008-02-20 比奥根艾迪克Ma公司 处理设备监测
US7571057B2 (en) * 2005-09-16 2009-08-04 General Electric Company System and method for monitoring degradation
US8103463B2 (en) * 2006-09-21 2012-01-24 Impact Technologies, Llc Systems and methods for predicting failure of electronic systems and assessing level of degradation and remaining useful life
WO2009020861A1 (en) * 2007-08-03 2009-02-12 Smartsignal Corporation Fuzzy classification approach to fault pattern matching
US8301406B2 (en) * 2008-07-24 2012-10-30 University Of Cincinnati Methods for prognosing mechanical systems
US8332337B2 (en) * 2008-10-17 2012-12-11 Lockheed Martin Corporation Condition-based monitoring system for machinery and associated methods
SG186412A1 (en) * 2010-06-30 2013-01-30 Prad Res & Dev Ltd System, method, and apparatus for oilfield equipment prognostics and health management
US8620853B2 (en) * 2011-07-19 2013-12-31 Smartsignal Corporation Monitoring method using kernel regression modeling with pattern sequences
US8326577B2 (en) * 2011-09-20 2012-12-04 General Electric Company System and method for predicting wind turbine component failures
US20130268229A1 (en) * 2012-04-04 2013-10-10 Ridgetop Group, Inc. Method for finding fault-to-failure signatures using ordered health states
US8886574B2 (en) * 2012-06-12 2014-11-11 Siemens Aktiengesellschaft Generalized pattern recognition for fault diagnosis in machine condition monitoring
CA2833768A1 (en) * 2012-11-15 2014-05-15 Power Analytics Corporation Systems and methods for model-based solar power management
AU2015247437B2 (en) * 2014-04-17 2018-12-20 Lockheed Martin Corporation Prognostics and health management system
WO2016195092A1 (ja) * 2015-06-05 2016-12-08 株式会社日立製作所 異常検知装置
CA3021907A1 (en) 2016-05-16 2017-11-23 Weir Minerals Australia Ltd Machine monitoring
JP6496274B2 (ja) 2016-05-27 2019-04-03 ファナック株式会社 寿命故障条件を学習する機械学習装置，故障予知装置，機械システムおよび機械学習方法
JP6603192B2 (ja) 2016-10-25 2019-11-06 ファナック株式会社 学習モデル構築装置、故障予測システム、学習モデル構築方法及び学習モデル構築プログラム
US10729382B2 (en) 2016-12-19 2020-08-04 Mitsubishi Electric Research Laboratories, Inc. Methods and systems to predict a state of the machine using time series data of the machine
JP2019008675A (ja) 2017-06-27 2019-01-17 ファナック株式会社 故障予測装置及び機械学習装置
US10124893B1 (en) * 2017-09-18 2018-11-13 Amazon Technologies, Inc. Prognostics and health management system
US11188065B2 (en) 2017-09-23 2021-11-30 Nanoprecise Sci Corp. System and method for automated fault diagnosis and prognosis for rotating equipment
US11824832B2 (en) * 2020-08-18 2023-11-21 Citrix Systems, Inc. Prevention of malicious use of endpoint devices

Also Published As

Publication number Publication date
AU2019244842B2 (en) 2024-03-07
US20210124342A1 (en) 2021-04-29
EP3776215A1 (en) 2021-02-17
EP3776215A4 (en) 2022-04-06
AU2019244842A1 (en) 2020-11-26
JP2021521548A (ja) 2021-08-26
WO2019186453A1 (en) 2019-10-03
JP7460545B2 (ja) 2024-04-02
SG11202009619SA (en) 2020-10-29
US11493913B2 (en) 2022-11-08

Similar Documents

Publication Publication Date Title
EP3557819A8 (en) Server failure detection method and system
EP3085937A3 (en) System and method for detecting vehicle system faults
WO2015100177A3 (en) Neural watchdog
WO2013084068A3 (en) System and method for identifying related events in a resource network monitoring system
MX2018002355A (es) Procedimiento autonomo de monitorizacion y diagnostico de una maquina con base en un analisis de firma electrica.
GB2494487B (en) Flight data validation apparatus and method
CL2012003189A1 (es) Un metodo y sistema para monitorizar una maquina minera.
WO2015065729A3 (en) Causal saliency time inference
FI3221579T3 (fi) Tuuliturbiinin tilan valvontamenetelmä ja -järjestelmä
MX2016009391A (es) Sistemas y metodos de control de estabilidad de la bicicleta.
MX2018003752A (es) Datos meteorologicos/ambientales hiper-localizados.
WO2008130542A3 (en) Monitoring task performance
WO2014105031A3 (en) Method for air flow fault and cause identification
BRPI1010460A8 (pt) Método para monitoração da condição de um aparelho localizado em uma instalação submersa e meio de monitoração de condição para a monitoração de um componente de uma instalação submersa
WO2014018291A3 (en) Systems and methods for improving control system reliability
NZ610890A (en) Method and system for detecting an event on a sports track
WO2009111287A3 (en) Methods ans systems for automated, predictive modeling of the outcome of benefits claims
WO2011091158A3 (en) System and method for performing project management attendant to any of various types of projects
JP2015108375A5 (es)
TW200704946A (en) System and method for monitoring a power supply level
WO2016033247A3 (en) Population-based learning with deep belief networks
EP3208715A3 (en) Method and apparatus for performing data scrubbing management in storage system
GB201206844D0 (en) Machine diagnostic system and components thereof
EP2722762A3 (en) Real time control system management
MX2020010288A (es) Sistema y procedimiento para supervisar la salud y predecir fallos de una máquina electromecánica.