FR3066844B1 - METHOD FOR PREDICTING THE OCCURRING OF A FAILURE ON A DEVICE OVER TIME - Google Patents

METHOD FOR PREDICTING THE OCCURRING OF A FAILURE ON A DEVICE OVER TIME Download PDF

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Publication number
FR3066844B1
FR3066844B1 FR1754547A FR1754547A FR3066844B1 FR 3066844 B1 FR3066844 B1 FR 3066844B1 FR 1754547 A FR1754547 A FR 1754547A FR 1754547 A FR1754547 A FR 1754547A FR 3066844 B1 FR3066844 B1 FR 3066844B1
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Prior art keywords
failure
markers
occurrence
values
predicting
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FR1754547A
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French (fr)
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FR3066844A1 (en
Inventor
Ousmane Seck
Amady Diouf Faye
Ciss Aby Seck
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Monixo
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Monixo
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Publication of FR3066844B1 publication Critical patent/FR3066844B1/en
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/20—Administration of product repair or maintenance
    • 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]

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  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Marketing (AREA)
  • Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Automation & Control Theory (AREA)
  • Operations Research (AREA)
  • Quality & Reliability (AREA)
  • Strategic Management (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)

Abstract

L'invention concerne un procédé de prédiction de défaillances d'une machine tournante comprenant : A. une phase d'apprentissage où: a. on enregistre les valeurs des grandeurs fournies par les capteurs jusqu'à un moment « tp » de survenue d'une défaillance b. on identifie une grandeur ou un traitement mathématique de celle-ci comme un Marqueur de la défaillance, s'il existe une corrélation entre son évolution en fonction du temps et la survenue de la défaillance, B. une phase de prédiction où : a. on observe l'évolution courante du jeu de Marqueurs Antérieurs tels que déterminés à l'étape précédente, et b. s'il existe une adéquation entre les valeurs courantes des Marqueurs Antérieurs observés et celle des valeurs des Marqueurs Antérieurs du jeu de Marqueurs de référence considérées à un instant « tp-x », on émet une alarme indiquant une date « x » de survenue possible de la défaillance.The invention relates to a method for predicting failures of a rotating machine comprising: A. a learning phase where: a. the values of the quantities supplied by the sensors are recorded up to a moment “tp” of the occurrence of a failure b. a quantity or a mathematical processing thereof is identified as a Marker of the failure, if there is a correlation between its evolution as a function of time and the occurrence of the failure, B. a prediction phase where: a. observing the current evolution of the set of Prior Markers as determined in the previous step, and b. if there is a match between the current values of the Previous Markers observed and that of the values of the Previous Markers of the set of reference Markers considered at a time "tp-x", an alarm is issued indicating a date "x" of possible occurrence of the failure.

FR1754547A 2017-05-23 2017-05-23 METHOD FOR PREDICTING THE OCCURRING OF A FAILURE ON A DEVICE OVER TIME Active FR3066844B1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
FR1754547A FR3066844B1 (en) 2017-05-23 2017-05-23 METHOD FOR PREDICTING THE OCCURRING OF A FAILURE ON A DEVICE OVER TIME

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR1754547A FR3066844B1 (en) 2017-05-23 2017-05-23 METHOD FOR PREDICTING THE OCCURRING OF A FAILURE ON A DEVICE OVER TIME
FR1754547 2017-05-23

Publications (2)

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FR3066844A1 FR3066844A1 (en) 2018-11-30
FR3066844B1 true FR3066844B1 (en) 2021-12-24

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FR1754547A Active FR3066844B1 (en) 2017-05-23 2017-05-23 METHOD FOR PREDICTING THE OCCURRING OF A FAILURE ON A DEVICE OVER TIME

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Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR3098967B1 (en) * 2019-07-15 2022-07-01 Bull Sas Method and device for determining an estimated time before a technical incident in an IT infrastructure based on performance indicator values
CN111143101B (en) * 2019-12-12 2023-07-07 东软集团股份有限公司 Method, device, storage medium and electronic equipment for determining fault source
FR3124868B1 (en) * 2021-07-01 2023-09-08 Totalenergies Se Method for controlling a system and associated computer program product
CN113834987B (en) * 2021-09-03 2024-08-23 广州智光电气股份有限公司 Current transformer fault wave recording method and current transformer
CN114742250B (en) * 2022-04-19 2024-06-18 深圳市鑫伟通达数控科技有限公司 Numerical control equipment operation fault prediction system based on data analysis
CN115129011B (en) * 2022-07-08 2024-08-06 慧之安信息技术股份有限公司 Industrial resource management method based on edge calculation
CN115372816B (en) * 2022-10-25 2023-01-24 华能辛店发电有限公司 Power distribution switchgear operation fault prediction system and method based on data analysis
CN116142723B (en) * 2023-03-20 2023-08-08 淮南市万维机电有限公司 Belt feeder intelligent protection early warning system based on chip intelligent control
CN117369392B (en) * 2023-11-17 2024-04-16 岳阳长炼机电工程技术有限公司 Equipment fault intelligent early warning method based on multiparameter logic relation
CN117852844B (en) * 2024-03-07 2024-05-28 中国人民解放军海军工程大学 Method, system, device and storage medium for distributing equipment repair tasks
CN117974069B (en) * 2024-03-28 2024-06-07 山东国泰民安玻璃科技有限公司 Method, equipment and medium for formulating production data acquisition scheme of injection bottle

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2947309A1 (en) * 2009-06-26 2010-12-31 Alcatel Lucent METHOD FOR PREDICTING A ROTOR ROTATION FAILURE OF A VACUUM PUMP AND ASSOCIATED PUMPING DEVICE

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