BR112022017877A2 - Método e aparelho de construção de modelo - Google Patents

Método e aparelho de construção de modelo

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Publication number
BR112022017877A2
BR112022017877A2 BR112022017877A BR112022017877A BR112022017877A2 BR 112022017877 A2 BR112022017877 A2 BR 112022017877A2 BR 112022017877 A BR112022017877 A BR 112022017877A BR 112022017877 A BR112022017877 A BR 112022017877A BR 112022017877 A2 BR112022017877 A2 BR 112022017877A2
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BR
Brazil
Prior art keywords
indicator
status
model
construction method
model construction
Prior art date
Application number
BR112022017877A
Other languages
English (en)
Inventor
Sun Xudong
Zhang Yanfang
Chang Qinglong
Zhang Liang
Original Assignee
Huawei Tech Co Ltd
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 Huawei Tech Co Ltd filed Critical Huawei Tech Co Ltd
Publication of BR112022017877A2 publication Critical patent/BR112022017877A2/pt

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
    • G06F16/2462—Approximate or statistical queries
    • 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
    • G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063—Operations research, analysis or management
    • G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
    • G06F16/2477—Temporal data queries
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10—Complex mathematical operations
    • G06F17/18—Complex mathematical operations for evaluating statistical data, e.g. average values, frequency distributions, probability functions, regression analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/211—Selection of the most significant subset of features
    • G06F18/2113—Selection of the most significant subset of features by ranking or filtering the set of features, e.g. using a measure of variance or of feature cross-correlation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/22—Matching criteria, e.g. proximity measures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2433—Single-class perspective, e.g. one-against-all classification; Novelty detection; Outlier detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00—Computer-aided design [CAD]
    • G06F30/20—Design optimisation, verification or simulation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2119/00—Details relating to the type or aim of the analysis or the optimisation
    • G06F2119/02—Reliability analysis or reliability optimisation; Failure analysis, e.g. worst case scenario performance, failure mode and effects analysis [FMEA]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Human Resources & Organizations (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Software Systems (AREA)
  • Educational Administration (AREA)
  • Economics (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Strategic Management (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Artificial Intelligence (AREA)
  • Development Economics (AREA)
  • Mathematical Physics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Evolutionary Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Operations Research (AREA)
  • Databases & Information Systems (AREA)
  • Quality & Reliability (AREA)
  • General Business, Economics & Management (AREA)
  • Fuzzy Systems (AREA)
  • Tourism & Hospitality (AREA)
  • Marketing (AREA)
  • Computational Linguistics (AREA)
  • Game Theory and Decision Science (AREA)
  • Computer Hardware Design (AREA)
  • Geometry (AREA)
  • Mathematical Optimization (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Pure & Applied Mathematics (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)

Abstract

MÉTODO E DISPOSITIVO DE CONSTRUÇÃO DE MODELO. A presente invenção refere-se a método e aparelho (aparatus: aparato; conjunto de dispositivos) de modelagem e ao campo computacional. O método inclui: obter um primeiro conjunto de dados de um primeiro indicador e determinar, com base no primeiro conjunto de dados, um segundo indicador semelhante ao primeiro indicador (401); e determinar um primeiro modelo com base em um ou mais segundos modelos associados ao segundo indicador (402). O primeiro modelo é usado para detectar um status do primeiro indicador e o status do primeiro indicador inclui um estado anormal ou um estado normal. Os segundos modelos são usados para detectar um status do segundo indicador e o status do segundo indicador inclui um estado anormal ou um estado normal. O método reduz custos e melhora a eficiência da modelagem.
BR112022017877A 2020-03-27 2020-12-31 Método e aparelho de construção de modelo BR112022017877A2 (pt)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202010231581.5A CN113449008B (zh) 2020-03-27 2020-03-27 一种建模方法及装置
PCT/CN2020/142237 WO2021190068A1 (zh) 2020-03-27 2020-12-31 一种建模方法及装置

Publications (1)

Publication Number Publication Date
BR112022017877A2 true BR112022017877A2 (pt) 2022-11-01

Family

ID=77808119

Family Applications (1)

Application Number Title Priority Date Filing Date
BR112022017877A BR112022017877A2 (pt) 2020-03-27 2020-12-31 Método e aparelho de construção de modelo

Country Status (6)

Country Link
US (1) US20230017215A1 (pt)
EP (1) EP4105851A4 (pt)
JP (1) JP2023519292A (pt)
CN (1) CN113449008B (pt)
BR (1) BR112022017877A2 (pt)
WO (1) WO2021190068A1 (pt)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117370898B (zh) * 2023-12-08 2024-03-12 钛合联(深圳)科技有限公司 一种电子数据安全管控系统

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH1074188A (ja) * 1996-05-23 1998-03-17 Hitachi Ltd データ学習装置およびプラント制御装置
CN102270271B (zh) * 2011-05-03 2014-03-19 北京中瑞泰科技有限公司 基于相似度曲线的设备故障早期预警及优化的方法和系统
DE112015002433T5 (de) * 2014-05-23 2017-03-23 Datarobot Systeme und Techniken zur prädikativen Datenanalytik
JP6313730B2 (ja) * 2015-04-10 2018-04-18 タタ コンサルタンシー サービシズ リミテッドＴＡＴＡ Ｃｏｎｓｕｌｔａｎｃｙ Ｓｅｒｖｉｃｅｓ Ｌｉｍｉｔｅｄ 異常検出システムおよび方法
CN105045256B (zh) * 2015-07-08 2018-11-20 北京泰乐德信息技术有限公司 基于数据对比分析的轨道交通实时故障诊断方法和系统
US10169731B2 (en) * 2015-11-02 2019-01-01 International Business Machines Corporation Selecting key performance indicators for anomaly detection analytics
JP6350554B2 (ja) * 2016-02-03 2018-07-04 横河電機株式会社 設備診断装置、設備診断方法及び設備診断プログラム
EP3336634B1 (en) * 2016-12-14 2020-02-26 ABB Schweiz AG Computer system and method for monitoring the status of a technical system
JP7024255B2 (ja) * 2017-08-25 2022-02-24 富士フイルムビジネスイノベーション株式会社 情報処理装置及びプログラム
CN107977712A (zh) * 2017-12-20 2018-05-01 四川九洲电器集团有限责任公司 联网式机器学习系统
CN110324168A (zh) * 2018-03-30 2019-10-11 阿里巴巴集团控股有限公司 异常事件监控方法和装置及电子设备
JP6517991B1 (ja) * 2018-08-31 2019-05-22 株式会社日立パワーソリューションズ 異常予兆診断システム、管理装置、及び異常予兆診断方法
EP3623964A1 (en) * 2018-09-14 2020-03-18 Verint Americas Inc. Framework for the automated determination of classes and anomaly detection methods for time series
CN109711440B (zh) * 2018-12-13 2022-02-08 新奥数能科技有限公司 一种数据异常检测方法和装置
CN110166522B (zh) * 2019-04-01 2021-08-24 腾讯科技（深圳）有限公司 服务器识别方法、装置、可读存储介质和计算机设备

Also Published As

Publication number Publication date
CN113449008B (zh) 2023-06-06
CN113449008A (zh) 2021-09-28
JP2023519292A (ja) 2023-05-10
EP4105851A4 (en) 2023-06-28
US20230017215A1 (en) 2023-01-19
WO2021190068A1 (zh) 2021-09-30
EP4105851A1 (en) 2022-12-21

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