JPWO2021149528A1 - - Google Patents

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Publication number
JPWO2021149528A1
JPWO2021149528A1 JP2021573071A JP2021573071A JPWO2021149528A1 JP WO2021149528 A1 JPWO2021149528 A1 JP WO2021149528A1 JP 2021573071 A JP2021573071 A JP 2021573071A JP 2021573071 A JP2021573071 A JP 2021573071A JP WO2021149528 A1 JPWO2021149528 A1 JP WO2021149528A1
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JP
Japan
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JP2021573071A
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Japanese (ja)
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JP7440938B2 (ja
JPWO2021149528A5 (https=
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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/047Probabilistic or stochastic networks
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B23/00Testing or monitoring of control systems or parts thereof
    • G05B23/02Electric testing or monitoring
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; 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 OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/09Supervised learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201Market modelling; Market analysis; Collecting market data
    • G06Q30/0202Market predictions or forecasting for commercial activities
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; 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
    • G06N3/0442Recurrent networks, e.g. Hopfield networks characterised by memory or gating, e.g. long short-term memory [LSTM] or gated recurrent units [GRU]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/30Computing systems specially adapted for manufacturing

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Business, Economics & Management (AREA)
  • Strategic Management (AREA)
  • Finance (AREA)
  • Accounting & Taxation (AREA)
  • Development Economics (AREA)
  • Probability & Statistics with Applications (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Automation & Control Theory (AREA)
  • Algebra (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Game Theory and Decision Science (AREA)
  • Economics (AREA)
  • Marketing (AREA)
  • General Business, Economics & Management (AREA)
  • Medical Informatics (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Testing And Monitoring For Control Systems (AREA)
JP2021573071A 2020-01-22 2021-01-12 イベント予測システム、イベント予測方法およびプログラム Active JP7440938B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2020008388 2020-01-22
JP2020008388 2020-01-22
PCT/JP2021/000606 WO2021149528A1 (ja) 2020-01-22 2021-01-12 イベント予測システム、イベント予測方法およびプログラム

Publications (3)

Publication Number Publication Date
JPWO2021149528A1 true JPWO2021149528A1 (https=) 2021-07-29
JPWO2021149528A5 JPWO2021149528A5 (https=) 2022-08-17
JP7440938B2 JP7440938B2 (ja) 2024-02-29

Family

ID=76992209

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2021573071A Active JP7440938B2 (ja) 2020-01-22 2021-01-12 イベント予測システム、イベント予測方法およびプログラム

Country Status (3)

Country Link
US (1) US20230058585A1 (https=)
JP (1) JP7440938B2 (https=)
WO (1) WO2021149528A1 (https=)

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US12561555B2 (en) * 2021-02-25 2026-02-24 International Business Machines Corporation Network of tensor time series
US20220358182A1 (en) * 2021-05-07 2022-11-10 International Business Machines Corporation Scalable error mitigation
WO2023149236A1 (ja) * 2022-02-04 2023-08-10 国立大学法人大阪大学 学習装置、予測装置、学習方法、予測方法、学習プログラム及び予測プログラム
JP7258246B1 (ja) * 2022-04-18 2023-04-14 三菱電機株式会社 シミュレーション用プログラム、シミュレーション装置及び制御方法
CN115856208B (zh) * 2022-11-17 2024-12-20 山西中谷科技股份有限公司 一种转动装置转轴运行及状态检测方法、终端和系统
CN116723078A (zh) * 2023-07-14 2023-09-08 中国电信股份有限公司 云服务故障预告警方法及装置
CN117493068B (zh) * 2024-01-03 2024-03-26 安徽思高智能科技有限公司 一种微服务系统根因定位方法、设备及存储介质
CN118656665B (zh) * 2024-08-19 2024-11-05 山东康吉诺技术有限公司 基于深度学习模型的风电机组齿轮箱轴承温度状态检测方法
CN119809404B (zh) * 2024-11-21 2025-10-17 国网上海市电力公司 一种可中断负荷需求响应潜力评价方法
CN120430882B (zh) * 2025-07-08 2025-11-28 西北工业大学 一种社交网络事件预测方法及装置

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005251185A (ja) * 2004-02-05 2005-09-15 Toenec Corp 電気設備診断システム
JP2017016509A (ja) * 2015-07-03 2017-01-19 横河電機株式会社 設備保全管理システムおよび設備保全管理方法
WO2018012487A1 (ja) * 2016-07-12 2018-01-18 国立大学法人熊本大学 予測装置、パラメータ集合生産方法及びプログラム
JP2019003389A (ja) * 2017-06-15 2019-01-10 株式会社 日立産業制御ソリューションズ 異常診断装置、異常診断方法及び異常診断プログラム

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2964507B2 (ja) * 1989-12-12 1999-10-18 松下電器産業株式会社 Hmm装置
US10504036B2 (en) * 2016-01-06 2019-12-10 International Business Machines Corporation Optimizing performance of event detection by sensor data analytics

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005251185A (ja) * 2004-02-05 2005-09-15 Toenec Corp 電気設備診断システム
JP2017016509A (ja) * 2015-07-03 2017-01-19 横河電機株式会社 設備保全管理システムおよび設備保全管理方法
WO2018012487A1 (ja) * 2016-07-12 2018-01-18 国立大学法人熊本大学 予測装置、パラメータ集合生産方法及びプログラム
JP2019003389A (ja) * 2017-06-15 2019-01-10 株式会社 日立産業制御ソリューションズ 異常診断装置、異常診断方法及び異常診断プログラム

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
入船恭彰ほか: "弱ラベルを用いた時系列データへの詳細ラベル付与", 第11回データ工学と情報マネジメントに関するフォーラム (第17回日本データベース学会年次大会) [, JPN7021000842, 6 March 2019 (2019-03-06), ISSN: 0005114273 *
山室冴ほか: "深層学習を用いた時系列データの要約と分類", 第10回データ工学と情報マネジメントに関するフォーラム (第16回日本データベース学会年次大会) [, JPN7021000843, 6 March 2018 (2018-03-06), ISSN: 0005114274 *

Also Published As

Publication number Publication date
US20230058585A1 (en) 2023-02-23
JP7440938B2 (ja) 2024-02-29
WO2021149528A1 (ja) 2021-07-29

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