CN118633083A - 使用机器学习数据验证的建议生成 - Google Patents

使用机器学习数据验证的建议生成 Download PDF

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Publication number
CN118633083A
CN118633083A CN202280084919.6A CN202280084919A CN118633083A CN 118633083 A CN118633083 A CN 118633083A CN 202280084919 A CN202280084919 A CN 202280084919A CN 118633083 A CN118633083 A CN 118633083A
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China
Prior art keywords
task
sensor data
tasks
sensor
machine learning
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Pending
Application number
CN202280084919.6A
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English (en)
Chinese (zh)
Inventor
J·C·罗尔肯帕
K·P·贝克劳斯基
D·伽乌力克
K·C·格罗斯
王光超
A·奇斯提亚科娃
R·P·桑德吉尔
刘振华
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Oracle International Corp
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Oracle International Corp
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Application filed by Oracle International Corp filed Critical Oracle International Corp
Publication of CN118633083A publication Critical patent/CN118633083A/zh
Pending legal-status Critical Current

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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F11/0793—Remedial or corrective actions
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/3065—Monitoring arrangements determined by the means or processing involved in reporting the monitored data
    • G06F11/3072—Monitoring arrangements determined by the means or processing involved in reporting the monitored data where the reporting involves data filtering, e.g. pattern matching, time or event triggered, adaptive or policy-based reporting
    • G06F11/3075—Monitoring arrangements determined by the means or processing involved in reporting the monitored data where the reporting involves data filtering, e.g. pattern matching, time or event triggered, adaptive or policy-based reporting the data filtering being achieved in order to maintain consistency among the monitored data, e.g. ensuring that the monitored data belong to the same timeframe, to the same system or component
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F11/3452—Performance evaluation by statistical analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06F11/079—Root cause analysis, i.e. error or fault diagnosis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Software Systems (AREA)
  • Probability & Statistics with Applications (AREA)
  • Computer Hardware Design (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Medical Informatics (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Debugging And Monitoring (AREA)
  • Image Analysis (AREA)
  • Selective Calling Equipment (AREA)
CN202280084919.6A 2021-11-18 2022-08-19 使用机器学习数据验证的建议生成 Pending CN118633083A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US17/455,536 2021-11-18
US17/455,536 US20230153680A1 (en) 2021-11-18 2021-11-18 Recommendation generation using machine learning data validation
PCT/US2022/040855 WO2023091204A1 (en) 2021-11-18 2022-08-19 Recommendation generation using machine learning data validation

Publications (1)

Publication Number Publication Date
CN118633083A true CN118633083A (zh) 2024-09-10

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CN202280084919.6A Pending CN118633083A (zh) 2021-11-18 2022-08-19 使用机器学习数据验证的建议生成

Country Status (5)

Country Link
US (1) US20230153680A1 (https=)
JP (1) JP7811997B2 (https=)
CN (1) CN118633083A (https=)
GB (1) GB2627119A (https=)
WO (1) WO2023091204A1 (https=)

Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20230342622A1 (en) * 2022-04-25 2023-10-26 Rylti,Llc Methods and Systems for Detecting Causes of Observed Outlier Data
KR102555374B1 (ko) * 2018-12-27 2023-07-14 삼성전자주식회사 전자 장치 및 그 제어 방법
AU2023347634A1 (en) 2022-09-23 2025-01-09 Oracle International Corporation Datacenter level power management with reactive power capping
US12007734B2 (en) 2022-09-23 2024-06-11 Oracle International Corporation Datacenter level power management with reactive power capping
US12155210B2 (en) 2022-11-08 2024-11-26 Oracle International Corporation Techniques for orchestrated load shedding
US12574397B2 (en) * 2023-03-30 2026-03-10 International Business Machines Corporation Detecting and mitigating system anomalies using knowledge graphs
CN116484306B (zh) * 2023-06-20 2023-09-26 蘑菇物联技术（深圳）有限公司 异常传感器的定位方法、装置、计算机设备和存储介质
WO2025099956A1 (ja) * 2023-11-09 2025-05-15 三菱電機株式会社 制御システム、制御方法および制御プログラム

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6556939B1 (en) * 2000-11-22 2003-04-29 Smartsignal Corporation Inferential signal generator for instrumented equipment and processes
JP2012137934A (ja) * 2010-12-27 2012-07-19 Hitachi Ltd 異常検知・診断方法、異常検知・診断システム、及び異常検知・診断プログラム並びに企業資産管理・設備資産管理システム
US20190268214A1 (en) * 2018-02-26 2019-08-29 Entit Software Llc Predicting issues before occurrence, detection, or reporting of the issues
US10740310B2 (en) * 2018-03-19 2020-08-11 Oracle International Corporation Intelligent preprocessing of multi-dimensional time-series data
US11822423B2 (en) * 2020-02-14 2023-11-21 Dynatrace Llc Structured software delivery and operation automation

Also Published As

Publication number Publication date
GB202406779D0 (en) 2024-06-26
JP7811997B2 (ja) 2026-02-06
GB2627119A (en) 2024-08-14
JP2024542210A (ja) 2024-11-13
US20230153680A1 (en) 2023-05-18
WO2023091204A1 (en) 2023-05-25

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