MX2022001000A - Sistema y metodo para evaluar sucesos de sistema hidraulico y ejecutar respuestas. - Google Patents

Sistema y metodo para evaluar sucesos de sistema hidraulico y ejecutar respuestas.

Info

Publication number
MX2022001000A
MX2022001000A MX2022001000A MX2022001000A MX2022001000A MX 2022001000 A MX2022001000 A MX 2022001000A MX 2022001000 A MX2022001000 A MX 2022001000A MX 2022001000 A MX2022001000 A MX 2022001000A MX 2022001000 A MX2022001000 A MX 2022001000A
Authority
MX
Mexico
Prior art keywords
subcomponents
events
signals
performance
identification
Prior art date
Application number
MX2022001000A
Other languages
English (en)
Inventor
Jose Maria Guadalupe Gomez
Francis Mitchell Toglia
NARVAEZ Mario GOMEZ
Original Assignee
Fluid Power Ai Llc
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 Fluid Power Ai Llc filed Critical Fluid Power Ai Llc
Publication of MX2022001000A publication Critical patent/MX2022001000A/es

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Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/18Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form
    • G05B19/406Numerical control [NC], i.e. automatically operating machines, in particular machine tools, e.g. in a manufacturing environment, so as to execute positioning, movement or co-ordinated operations by means of programme data in numerical form characterised by monitoring or safety
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01KMEASURING TEMPERATURE; MEASURING QUANTITY OF HEAT; THERMALLY-SENSITIVE ELEMENTS NOT OTHERWISE PROVIDED FOR
    • G01K13/00Thermometers specially adapted for specific purposes
    • G01K13/02Thermometers specially adapted for specific purposes for measuring temperature of moving fluids or granular materials capable of flow
    • EFIXED CONSTRUCTIONS
    • E02HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
    • E02FDREDGING; SOIL-SHIFTING
    • E02F9/00Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
    • E02F9/26Indicating devices
    • E02F9/267Diagnosing or detecting failure of vehicles
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01FMEASURING VOLUME, VOLUME FLOW, MASS FLOW OR LIQUID LEVEL; METERING BY VOLUME
    • G01F1/00Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow
    • G01F1/05Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by using mechanical effects
    • G01F1/10Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by using mechanical effects using rotating vanes with axial admission
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01FMEASURING VOLUME, VOLUME FLOW, MASS FLOW OR LIQUID LEVEL; METERING BY VOLUME
    • G01F1/00Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow
    • G01F1/05Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by using mechanical effects
    • G01F1/10Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by using mechanical effects using rotating vanes with axial admission
    • G01F1/115Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by using mechanical effects using rotating vanes with axial admission with magnetic or electromagnetic coupling to the indicating device
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01FMEASURING VOLUME, VOLUME FLOW, MASS FLOW OR LIQUID LEVEL; METERING BY VOLUME
    • G01F15/00Details of, or accessories for, apparatus of groups G01F1/00 - G01F13/00 insofar as such details or appliances are not adapted to particular types of such apparatus
    • G01F15/02Compensating or correcting for variations in pressure, density or temperature
    • G01F15/022Compensating or correcting for variations in pressure, density or temperature using electrical means
    • G01F15/024Compensating or correcting for variations in pressure, density or temperature using electrical means involving digital counting
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01FMEASURING VOLUME, VOLUME FLOW, MASS FLOW OR LIQUID LEVEL; METERING BY VOLUME
    • G01F15/00Details of, or accessories for, apparatus of groups G01F1/00 - G01F13/00 insofar as such details or appliances are not adapted to particular types of such apparatus
    • G01F15/14Casings, e.g. of special material
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01KMEASURING TEMPERATURE; MEASURING QUANTITY OF HEAT; THERMALLY-SENSITIVE ELEMENTS NOT OTHERWISE PROVIDED FOR
    • G01K13/00Thermometers specially adapted for specific purposes
    • G01K13/02Thermometers specially adapted for specific purposes for measuring temperature of moving fluids or granular materials capable of flow
    • G01K13/026Thermometers specially adapted for specific purposes for measuring temperature of moving fluids or granular materials capable of flow of moving liquids
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01LMEASURING FORCE, STRESS, TORQUE, WORK, MECHANICAL POWER, MECHANICAL EFFICIENCY, OR FLUID PRESSURE
    • G01L13/00Devices or apparatus for measuring differences of two or more fluid pressure values
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M3/00Investigating fluid-tightness of structures
    • G01M3/02Investigating fluid-tightness of structures by using fluid or vacuum
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M3/00Investigating fluid-tightness of structures
    • G01M3/02Investigating fluid-tightness of structures by using fluid or vacuum
    • G01M3/26Investigating fluid-tightness of structures by using fluid or vacuum by measuring rate of loss or gain of fluid, e.g. by pressure-responsive devices, by flow detectors
    • G01M3/28Investigating fluid-tightness of structures by using fluid or vacuum by measuring rate of loss or gain of fluid, e.g. by pressure-responsive devices, by flow detectors for pipes, cables or tubes; for pipe joints or seals; for valves ; for welds
    • G01M3/2876Investigating fluid-tightness of structures by using fluid or vacuum by measuring rate of loss or gain of fluid, e.g. by pressure-responsive devices, by flow detectors for pipes, cables or tubes; for pipe joints or seals; for valves ; for welds for valves
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/044Recurrent networks, e.g. Hopfield networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01FMEASURING VOLUME, VOLUME FLOW, MASS FLOW OR LIQUID LEVEL; METERING BY VOLUME
    • G01F1/00Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow
    • G01F1/05Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by using mechanical effects
    • G01F1/34Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by using mechanical effects by measuring pressure or differential pressure
    • G01F1/36Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by using mechanical effects by measuring pressure or differential pressure the pressure or differential pressure being created by the use of flow constriction
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01FMEASURING VOLUME, VOLUME FLOW, MASS FLOW OR LIQUID LEVEL; METERING BY VOLUME
    • G01F1/00Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow
    • G01F1/66Measuring the volume flow or mass flow of fluid or fluent solid material wherein the fluid passes through a meter in a continuous flow by measuring frequency, phase shift or propagation time of electromagnetic or other waves, e.g. using ultrasonic flowmeters
    • 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
    • G05B2219/41Servomotor, servo controller till figures
    • G05B2219/41273Hydraulic
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/045Combinations of networks

Landscapes

  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Fluid Mechanics (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Manufacturing & Machinery (AREA)
  • Automation & Control Theory (AREA)
  • Electromagnetism (AREA)
  • Mining & Mineral Resources (AREA)
  • Civil Engineering (AREA)
  • Structural Engineering (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)

Abstract

Un sistema incluye sensores para supervisar señales de presión, de flujo, de velocidad de bomba, de temperatura y/u otras en la salida de una bomba hidráulica principal, y un sistema de procesamiento ejecuta uno o más métodos para la identificación de sucesos de sistema hidráulico, a partir de las señales, correspondientes a cambios de estado y al desempeño del sistema y/o sus subcomponentes. La identificación de sucesos se realiza con algoritmos de clasificación y/u otros algoritmos (ke aprendizaje automático, con la generación de conjuntos de datos de entrenamiento novedosos. El sensor o sensores también se pueden usar para determinar información de consumo de energía acerca del sistema y/o sus subcomponentes. El sistema procesa salidas asociadas a sucesos para la 'ejecución de acciones para mejorar el desempeño del sistema, junto con otras aplicaciones de aguas abajo.
MX2022001000A 2019-07-26 2020-07-24 Sistema y metodo para evaluar sucesos de sistema hidraulico y ejecutar respuestas. MX2022001000A (es)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US201962879290P 2019-07-26 2019-07-26
PCT/US2020/043585 WO2021021665A1 (en) 2019-07-26 2020-07-24 System and method for evaluating hydraulic system events and executing responses

Publications (1)

Publication Number Publication Date
MX2022001000A true MX2022001000A (es) 2022-05-24

Family

ID=74187841

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2022001000A MX2022001000A (es) 2019-07-26 2020-07-24 Sistema y metodo para evaluar sucesos de sistema hidraulico y ejecutar respuestas.

Country Status (4)

Country Link
US (5) US10962955B2 (es)
EP (1) EP4004389A4 (es)
MX (1) MX2022001000A (es)
WO (1) WO2021021665A1 (es)

Families Citing this family (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE102016005026B3 (de) * 2016-04-24 2017-05-18 Sami Haddadin System und Verfahren zum Steuern eines Roboters
US20210199110A1 (en) * 2019-12-31 2021-07-01 U.S. Well Services, LLC Systems and methods for fluid end early failure prediction
US11829233B2 (en) * 2022-01-14 2023-11-28 Servicenow, Inc. Failure prediction in a computing system based on machine learning applied to alert data
GB2611594A (en) * 2022-03-09 2023-04-12 Cloud Cycle Ltd Improved sensing of temperature in a concrete delivery vehicle
CN115468718B (zh) * 2022-08-24 2024-06-14 大连海事大学 一种针对船舶风翼回转液压系统泄漏故障的诊断方法
CN116878693B (zh) * 2023-09-05 2023-11-21 济宁市金桥煤矿 一种矿用机电设备监测管理方法及系统

Family Cites Families (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3228931B2 (ja) * 1992-02-18 2001-11-12 日立建機株式会社 油圧駆動装置
US6260004B1 (en) * 1997-12-31 2001-07-10 Innovation Management Group, Inc. Method and apparatus for diagnosing a pump system
US6446027B1 (en) * 1999-09-17 2002-09-03 General Electric Company Intelligent analysis system and method for fluid-filled electrical equipment
JP2002242849A (ja) 2001-02-15 2002-08-28 Hitachi Constr Mach Co Ltd 油圧駆動装置のポンプ故障診断装置及びその表示装置
US7027953B2 (en) * 2002-12-30 2006-04-11 Rsl Electronics Ltd. Method and system for diagnostics and prognostics of a mechanical system
DE10307190A1 (de) * 2003-02-20 2004-09-16 O & K Orenstein & Koppel Gmbh Verfahren zur Steuerung eines Hydrauliksystems einer mobilen Arbeitsmaschine
US7689394B2 (en) * 2003-08-26 2010-03-30 Siemens Industry, Inc. System and method for remotely analyzing machine performance
US7318007B2 (en) * 2003-12-31 2008-01-08 United Technologies Corporation Real time gear box health management system and method of using the same
JP4542819B2 (ja) 2004-05-21 2010-09-15 株式会社小松製作所 油圧機械、油圧機械の健康状態を監視するためのシステム及び方法
DE102005059564A1 (de) * 2005-12-13 2007-06-14 Brueninghaus Hydromatik Gmbh Vorrichtung und Verfahren zur Zustandsüberwachung bei hydrostatischen Verdrängereinheiten
US7873455B2 (en) * 2006-09-25 2011-01-18 Cnh America Llc Work vehicle access monitoring and control system
US8898036B2 (en) * 2007-08-06 2014-11-25 Rosemount Inc. Process variable transmitter with acceleration sensor
WO2011002735A1 (en) * 2009-07-01 2011-01-06 Carnegie Mellon University Methods and apparatuses for monitoring energy consumption and related operations
US8490705B2 (en) 2009-10-28 2013-07-23 Diamond Offshore Drilling, Inc. Hydraulic control system monitoring apparatus and method
EP2458358B1 (en) * 2010-11-29 2017-09-27 Corning Incorporated In-line contactless pressure sensors and methods of measuring pressure
WO2013063262A1 (en) * 2011-10-25 2013-05-02 Hydrotech, Inc Pump monitoring device
US9051945B2 (en) 2012-04-30 2015-06-09 Caterpillar Inc. System and method for identifying impending hydraulic pump failure
US20140095554A1 (en) * 2012-09-28 2014-04-03 Hubertus V. Thomeer System And Method For Storing Equipment Management Operations Data
GB201416431D0 (en) 2014-09-17 2014-10-29 Isis Innovation Pump monitoring system and method
US10175276B2 (en) 2014-11-26 2019-01-08 Sense Labs, Inc. Identifying and categorizing power consumption with disaggregation
US9739813B2 (en) 2014-11-26 2017-08-22 Sense Labs, Inc. Determining information about devices in a building using different sets of features
US9443195B2 (en) 2014-11-26 2016-09-13 Sense Labs, Inc. Assisted labeling of devices with disaggregation
US20160217379A1 (en) * 2015-01-27 2016-07-28 University Of Southern California Shapelet-Based Oilfield Equipment Failure Prediction and Detection
US20160195093A1 (en) * 2016-03-11 2016-07-07 Caterpillar Inc. Flow monitoring device for hydraulic pump
US10983507B2 (en) * 2016-05-09 2021-04-20 Strong Force Iot Portfolio 2016, Llc Method for data collection and frequency analysis with self-organization functionality
US20200225655A1 (en) * 2016-05-09 2020-07-16 Strong Force Iot Portfolio 2016, Llc Methods, systems, kits and apparatuses for monitoring and managing industrial settings in an industrial internet of things data collection environment
US9699529B1 (en) 2017-02-22 2017-07-04 Sense Labs, Inc. Identifying device state changes using power data and network data
US10969775B2 (en) * 2017-06-23 2021-04-06 Johnson Controls Technology Company Predictive diagnostics system with fault detector for preventative maintenance of connected equipment
IL255242A0 (en) * 2017-10-24 2017-12-31 Ecoplant Tech Innovation Ltd A system and method for managing the optimal utilization of energy
US11549611B2 (en) * 2018-05-21 2023-01-10 The Boeing Company Fault prediction in valve systems through Bayesian framework

Also Published As

Publication number Publication date
US10962955B2 (en) 2021-03-30
US20230259097A1 (en) 2023-08-17
US11880183B2 (en) 2024-01-23
US11300942B2 (en) 2022-04-12
EP4004389A4 (en) 2023-11-29
US20220197243A1 (en) 2022-06-23
WO2021021665A1 (en) 2021-02-04
US20210026321A1 (en) 2021-01-28
US11650567B2 (en) 2023-05-16
EP4004389A1 (en) 2022-06-01
US20240118672A1 (en) 2024-04-11
US20210173376A1 (en) 2021-06-10

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