CN108694113A - 时间序列数据记录方法以及装置 - Google Patents

时间序列数据记录方法以及装置 Download PDF

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Publication number
CN108694113A
CN108694113A CN201810270711.9A CN201810270711A CN108694113A CN 108694113 A CN108694113 A CN 108694113A CN 201810270711 A CN201810270711 A CN 201810270711A CN 108694113 A CN108694113 A CN 108694113A
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CN
China
Prior art keywords
data
time series
affairs
state
real
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CN201810270711.9A
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English (en)
Chinese (zh)
Inventor
平山博文
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Azbil Corp
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Azbil Corp
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Publication of CN108694113A publication Critical patent/CN108694113A/zh
Pending legal-status Critical Current

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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
    • G05B19/00—Programme-control systems
    • G05B19/02—Programme-control systems electric
    • G05B19/42—Recording and playback systems, i.e. in which the programme is recorded from a cycle of operations, e.g. the cycle of operations being manually controlled, after which this record is played back on the same machine
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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
    • 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
    • G05B23/0221—Preprocessing measurements, e.g. data collection rate adjustment; Standardization of measurements; Time series or signal analysis, e.g. frequency analysis or wavelets; Trustworthiness of measurements; Indexes therefor; Measurements using easily measured parameters to estimate parameters difficult to measure; Virtual sensor creation; De-noising; Sensor fusion; Unconventional preprocessing inherently present in specific fault detection methods like PCA-based methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601—Interfaces specially adapted for storage systems
    • G06F3/0602—Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
    • G06F3/0604—Improving or facilitating administration, e.g. storage management
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601—Interfaces specially adapted for storage systems
    • G06F3/0602—Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
    • G06F3/062—Securing storage systems
    • G06F3/0623—Securing storage systems in relation to content
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601—Interfaces specially adapted for storage systems
    • G06F3/0602—Interfaces specially adapted for storage systems specifically adapted to achieve a particular effect
    • G06F3/0626—Reducing size or complexity of storage systems
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/06—Digital input from, or digital output to, record carriers, e.g. RAID, emulated record carriers or networked record carriers
    • G06F3/0601—Interfaces specially adapted for storage systems
    • G06F3/0628—Interfaces specially adapted for storage systems making use of a particular technique
    • G06F3/0655—Vertical data movement, i.e. input-output transfer; data movement between one or more hosts and one or more storage devices
    • G06F3/0656—Data buffering arrangements

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Automation & Control Theory (AREA)
  • Quality & Reliability (AREA)
  • Computer Hardware Design (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Memory System (AREA)
  • Selective Calling Equipment (AREA)
  • Recording Measured Values (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
CN201810270711.9A 2017-03-31 2018-03-29 时间序列数据记录方法以及装置 Pending CN108694113A (zh)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2017070942A JP6840013B2 (ja) 2017-03-31 2017-03-31 時系列データ記録方法および装置
JP2017-070942 2017-03-31

Publications (1)

Publication Number Publication Date
CN108694113A true CN108694113A (zh) 2018-10-23

Family

ID=63844407

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810270711.9A Pending CN108694113A (zh) 2017-03-31 2018-03-29 时间序列数据记录方法以及装置

Country Status (4)

Country Link
JP (1) JP6840013B2 (ja)
KR (1) KR20180111626A (ja)
CN (1) CN108694113A (ja)
TW (1) TWI662476B (ja)

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005049945A (ja) * 2003-07-29 2005-02-24 Toshiba Mitsubishi-Electric Industrial System Corp 監視装置及びこれを用いた電力変換装置
CN101127907A (zh) * 2006-08-17 2008-02-20 三星电子株式会社 低复杂度的压缩和/或重构图像信息的方法、介质和系统
JP2011258064A (ja) * 2010-06-10 2011-12-22 Mitsubishi Electric Corp データ収集記録装置及びデータ収集記録方法
CN103561418A (zh) * 2013-11-07 2014-02-05 东南大学 基于时间序列的异常检测方法
CN105260404A (zh) * 2015-09-22 2016-01-20 北京百度网讯科技有限公司 存储时间序列数据的方法和装置
CN105302863A (zh) * 2015-09-22 2016-02-03 北京空间飞行器总体设计部 一种基于数据对的遥测数据存储方法
CN105302193A (zh) * 2014-07-01 2016-02-03 阿自倍尔株式会社 Pid控制器以及数据收集方法
CN105492874A (zh) * 2012-11-30 2016-04-13 英佩雷尔创新有限公司 用于监测携流管道的网络的设备、方法和系统
CN106383893A (zh) * 2016-09-23 2017-02-08 上海携程商务有限公司 时间序列数据管理方法及系统

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3777721B2 (ja) * 1996-06-07 2006-05-24 カシオ計算機株式会社 画像データ記憶装置、画像データ記憶方法、撮像方法、及び記憶媒体
US8989888B2 (en) * 2009-06-30 2015-03-24 Lam Research Corporation Automatic fault detection and classification in a plasma processing system and methods thereof
US8578087B2 (en) * 2010-02-02 2013-11-05 International Business Machines Corporation On demand conversion of standard logical volumes to thin-provisioned logical volumes
JP5435126B2 (ja) * 2010-04-26 2014-03-05 株式会社日立製作所 時系列データ診断圧縮方法
TW201224787A (en) * 2010-12-10 2012-06-16 Inventec Corp A deduplication system
CN102651009B (zh) * 2011-02-28 2014-09-24 国际商业机器公司 一种存储系统中检索数据的方法和设备
TWI420333B (zh) * 2011-08-10 2013-12-21 Inventec Corp 分散式的重複數據刪除系統及其處理方法
CN102855093B (zh) * 2012-08-16 2015-05-13 浪潮(北京)电子信息产业有限公司 实现自动精简配置存储系统动态扩容的系统及方法
CN106250505B (zh) * 2016-08-01 2019-05-17 中国矿业大学 一种可变步长的矿井环境实时监测数据的动态压缩方法

Patent Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2005049945A (ja) * 2003-07-29 2005-02-24 Toshiba Mitsubishi-Electric Industrial System Corp 監視装置及びこれを用いた電力変換装置
CN101127907A (zh) * 2006-08-17 2008-02-20 三星电子株式会社 低复杂度的压缩和/或重构图像信息的方法、介质和系统
JP2011258064A (ja) * 2010-06-10 2011-12-22 Mitsubishi Electric Corp データ収集記録装置及びデータ収集記録方法
CN105492874A (zh) * 2012-11-30 2016-04-13 英佩雷尔创新有限公司 用于监测携流管道的网络的设备、方法和系统
CN103561418A (zh) * 2013-11-07 2014-02-05 东南大学 基于时间序列的异常检测方法
CN105302193A (zh) * 2014-07-01 2016-02-03 阿自倍尔株式会社 Pid控制器以及数据收集方法
CN105260404A (zh) * 2015-09-22 2016-01-20 北京百度网讯科技有限公司 存储时间序列数据的方法和装置
CN105302863A (zh) * 2015-09-22 2016-02-03 北京空间飞行器总体设计部 一种基于数据对的遥测数据存储方法
CN106383893A (zh) * 2016-09-23 2017-02-08 上海携程商务有限公司 时间序列数据管理方法及系统

Also Published As

Publication number Publication date
KR20180111626A (ko) 2018-10-11
TW201842443A (zh) 2018-12-01
TWI662476B (zh) 2019-06-11
JP6840013B2 (ja) 2021-03-10
JP2018173772A (ja) 2018-11-08

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