JP6172678B2 - 検出装置、検出方法、およびプログラム - Google Patents

検出装置、検出方法、およびプログラム Download PDF

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JP6172678B2
JP6172678B2 JP2014093416A JP2014093416A JP6172678B2 JP 6172678 B2 JP6172678 B2 JP 6172678B2 JP 2014093416 A JP2014093416 A JP 2014093416A JP 2014093416 A JP2014093416 A JP 2014093416A JP 6172678 B2 JP6172678 B2 JP 6172678B2
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JP2015210750A (ja
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俊博 ▲高▼橋
俊博 ▲高▼橋
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International Business Machines Corp
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    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
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    • G—PHYSICS
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    • 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
    • G06F18/213—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G06F18/2134—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on separation criteria, e.g. independent component analysis
    • G06F18/21343—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on separation criteria, e.g. independent component analysis using decorrelation or non-stationarity, e.g. minimising lagged cross-correlations
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
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JP2014093416A 2014-04-30 2014-04-30 検出装置、検出方法、およびプログラム Expired - Fee Related JP6172678B2 (ja)

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Application Number Priority Date Filing Date Title
JP2014093416A JP6172678B2 (ja) 2014-04-30 2014-04-30 検出装置、検出方法、およびプログラム
US14/690,613 US9702729B2 (en) 2014-04-30 2015-04-20 Sensor output change detection
US15/610,066 US10444032B2 (en) 2014-04-30 2017-05-31 Sensor output change detection
US16/513,042 US10551212B2 (en) 2014-04-30 2019-07-16 Sensor output change detection
US16/601,743 US11035693B2 (en) 2014-04-30 2019-10-15 Sensor output change detection

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JP2014093416A JP6172678B2 (ja) 2014-04-30 2014-04-30 検出装置、検出方法、およびプログラム

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JP2015210750A JP2015210750A (ja) 2015-11-24
JP2015210750A5 JP2015210750A5 (enExample) 2016-04-07
JP6172678B2 true JP6172678B2 (ja) 2017-08-02

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Families Citing this family (21)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9811614B2 (en) * 2013-03-13 2017-11-07 The United States Of America, As Represented By The Secretary Of The Navy System and method for correcting a model-derived vertical structure of ocean temperature and ocean salinity based on velocity observations
JP6172678B2 (ja) 2014-04-30 2017-08-02 インターナショナル・ビジネス・マシーンズ・コーポレーションＩｎｔｅｒｎａｔｉｏｎａｌ Ｂｕｓｉｎｅｓｓ Ｍａｃｈｉｎｅｓ Ｃｏｒｐｏｒａｔｉｏｎ 検出装置、検出方法、およびプログラム
KR101746799B1 (ko) * 2015-11-04 2017-06-14 주식회사 쏠리드 분산 안테나 시스템
EP3385889A4 (en) * 2015-12-01 2019-07-10 Preferred Networks, Inc. ANOMALIC DETECTION SYSTEM, ANOMALY DETECTION METHOD, ANOMALIC DETECTION PROGRAM, AND METHOD OF GENERATING A LEARNED MODEL
US9892012B2 (en) * 2015-12-30 2018-02-13 International Business Machines Corporation Detecting anomalous sensors
WO2018008628A1 (ja) * 2016-07-05 2018-01-11 日本精工株式会社 検出装置及び電動パワーステアリング装置
US11157014B2 (en) 2016-12-29 2021-10-26 Tesla, Inc. Multi-channel sensor simulation for autonomous control systems
WO2018176000A1 (en) 2017-03-23 2018-09-27 DeepScale, Inc. Data synthesis for autonomous control systems
JP6243080B1 (ja) * 2017-08-03 2017-12-06 株式会社日立パワーソリューションズ プリプロセッサおよび異常予兆診断システム
KR102496654B1 (ko) * 2018-02-21 2023-02-07 현대자동차주식회사 차량의 주행모드 전환 제어 장치 및 방법, 그리고 차량 시스템
US11579600B2 (en) 2018-12-28 2023-02-14 Nec Corporation Estimation apparatus, estimation method, and computer-readable storage medium
JP7115346B2 (ja) * 2019-02-07 2022-08-09 株式会社デンソー 異常検知装置
CN110516286B (zh) * 2019-07-09 2021-05-07 西安电子科技大学 基于稀疏重构算法的阵列幅相误差估计方法
CN111159139B (zh) * 2019-12-30 2022-04-22 浪潮电子信息产业股份有限公司 一种数据处理方法、装置、存储介质及监视设备
US11341026B2 (en) * 2020-01-06 2022-05-24 EMC IP Holding Company LLC Facilitating detection of anomalies in data center telemetry
US11416506B2 (en) 2020-04-29 2022-08-16 EMC IP Holding Company LLC Facilitating temporal data management for anomalous state detection in data centers
JP7310754B2 (ja) * 2020-08-21 2023-07-19 いすゞ自動車株式会社 診断装置
CN113032458A (zh) * 2021-03-23 2021-06-25 中国人民解放军63920部队 航天器的异常确定方法及装置
CN112749370B (zh) * 2021-04-06 2021-07-02 广东际洲科技股份有限公司 一种基于物联网的故障跟踪定位方法和系统
CN114609372B (zh) * 2022-02-18 2023-10-03 江苏徐工工程机械研究院有限公司 基于最大熵的工程机械油液监测系统及方法
KR102654240B1 (ko) * 2022-10-26 2024-04-04 주식회사 에이아이네이션 딥러닝, 머신러닝 및 통계 모델을 이용한 산업설비 이상 감지 장치 및 시스템

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2721799B2 (ja) 1994-04-14 1998-03-04 四国電力株式会社 機械の異常判定方法
JPH0980603A (ja) 1995-09-07 1997-03-28 Asahi Optical Co Ltd カメラのバッテリーとストロボコンデンサの配置構造
ATE236418T1 (de) 1998-08-17 2003-04-15 Aspen Technology Inc Verfahren und vorrichtung zur sensorbestätigung
JP2008058191A (ja) 2006-08-31 2008-03-13 Jfe Steel Kk 回転機械の診断方法、そのプログラム、及びその診断装置
EP2128592A4 (en) 2007-03-22 2012-11-28 Nec Corp DIAGNOSTIC EQUIPMENT
JP4528355B2 (ja) 2007-03-30 2010-08-18 パイオニア株式会社 パターンド媒体およびその製造方法
JP5072693B2 (ja) * 2007-04-11 2012-11-14 キヤノン株式会社 パターン識別装置及びその制御方法、異常パターン検出装置及びその制御方法、プログラム、記憶媒体
US20090030753A1 (en) 2007-07-27 2009-01-29 General Electric Company Anomaly Aggregation method
JP5186322B2 (ja) 2008-09-26 2013-04-17 インターナショナル・ビジネス・マシーンズ・コーポレーション 時系列データ解析システム、方法及びプログラム
JP5716384B2 (ja) 2010-12-21 2015-05-13 大日本印刷株式会社 ナノインプリントリソグラフィ用モールド、およびその製造方法
JP5998528B2 (ja) 2012-03-07 2016-09-28 いすゞ自動車株式会社 ハイブリッド車両
JP2013257251A (ja) 2012-06-14 2013-12-26 Internatl Business Mach Corp <Ibm> 異常検知方法、プログラム及びシステム
JP6025098B2 (ja) 2012-09-28 2016-11-16 パナソニックＩｐマネジメント株式会社 電力線搬送通信モジュール
JP2014093416A (ja) 2012-11-02 2014-05-19 Soken Medical:Kk 磁性部材の製造方法
JP6172678B2 (ja) 2014-04-30 2017-08-02 インターナショナル・ビジネス・マシーンズ・コーポレーションＩｎｔｅｒｎａｔｉｏｎａｌ Ｂｕｓｉｎｅｓｓ Ｍａｃｈｉｎｅｓ Ｃｏｒｐｏｒａｔｉｏｎ 検出装置、検出方法、およびプログラム

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US20200041306A1 (en) 2020-02-06
US10551212B2 (en) 2020-02-04
US9702729B2 (en) 2017-07-11
JP2015210750A (ja) 2015-11-24
US11035693B2 (en) 2021-06-15
US10444032B2 (en) 2019-10-15
US20150317284A1 (en) 2015-11-05
US20190339096A1 (en) 2019-11-07
US20170261339A1 (en) 2017-09-14

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