IT202200010862A1 - Sistema di monitoraggio e previsione della manutenzione e metodo - Google Patents

Sistema di monitoraggio e previsione della manutenzione e metodo Download PDF

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Publication number
IT202200010862A1
IT202200010862A1 IT102022000010862A IT202200010862A IT202200010862A1 IT 202200010862 A1 IT202200010862 A1 IT 202200010862A1 IT 102022000010862 A IT102022000010862 A IT 102022000010862A IT 202200010862 A IT202200010862 A IT 202200010862A IT 202200010862 A1 IT202200010862 A1 IT 202200010862A1
Authority
IT
Italy
Prior art keywords
forecasting system
maintenance monitoring
maintenance
monitoring
forecasting
Prior art date
Application number
IT102022000010862A
Other languages
English (en)
Inventor
MARTINO Catello Fabio DI
Domenico Gorgoglione
Original Assignee
New Day S R L
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 New Day S R L filed Critical New Day S R L
Priority to IT102022000010862A priority Critical patent/IT202200010862A1/it
Publication of IT202200010862A1 publication Critical patent/IT202200010862A1/it

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
    • G05B23/0259—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
    • 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
    • G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
    • G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; 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
    • G05B23/0259—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterized by the response to fault detection
    • G05B23/0267—Fault communication, e.g. human machine interface [HMI]
    • G05B23/027—Alarm generation, e.g. communication protocol; Forms of alarm

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Human Computer Interaction (AREA)
IT102022000010862A 2022-05-25 2022-05-25 Sistema di monitoraggio e previsione della manutenzione e metodo IT202200010862A1 (it)

Priority Applications (1)

Application Number Priority Date Filing Date Title
IT102022000010862A IT202200010862A1 (it) 2022-05-25 2022-05-25 Sistema di monitoraggio e previsione della manutenzione e metodo

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
IT102022000010862A IT202200010862A1 (it) 2022-05-25 2022-05-25 Sistema di monitoraggio e previsione della manutenzione e metodo

Publications (1)

Publication Number Publication Date
IT202200010862A1 true IT202200010862A1 (it) 2023-11-25

Family

ID=83081867

Family Applications (1)

Application Number Title Priority Date Filing Date
IT102022000010862A IT202200010862A1 (it) 2022-05-25 2022-05-25 Sistema di monitoraggio e previsione della manutenzione e metodo

Country Status (1)

Country Link
IT (1) IT202200010862A1 (it)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7653512B2 (en) 2004-12-17 2010-01-26 Korea Reserch Institute of Standards and Science Precision diagnostic method for the failure protection and predictive maintenance of a vacuum pump and a precision diagnostic system therefor
US7882394B2 (en) 2005-07-11 2011-02-01 Brooks Automation, Inc. Intelligent condition-monitoring and fault diagnostic system for predictive maintenance
US20190235485A1 (en) 2013-02-07 2019-08-01 Azima Holdings, Inc. Remote diagnostic systems and methods for predictive maintenance programs
WO2022093305A1 (en) * 2019-10-31 2022-05-05 Shoreline Iot, Inc. Systems and methods for self-learning artificial intelligence of things (aiot) devices and services

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7653512B2 (en) 2004-12-17 2010-01-26 Korea Reserch Institute of Standards and Science Precision diagnostic method for the failure protection and predictive maintenance of a vacuum pump and a precision diagnostic system therefor
US7882394B2 (en) 2005-07-11 2011-02-01 Brooks Automation, Inc. Intelligent condition-monitoring and fault diagnostic system for predictive maintenance
US20190235485A1 (en) 2013-02-07 2019-08-01 Azima Holdings, Inc. Remote diagnostic systems and methods for predictive maintenance programs
WO2022093305A1 (en) * 2019-10-31 2022-05-05 Shoreline Iot, Inc. Systems and methods for self-learning artificial intelligence of things (aiot) devices and services

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