JP7188463B2 - 解析装置、解析方法、およびプログラム - Google Patents

解析装置、解析方法、およびプログラム Download PDF

Info

Publication number
JP7188463B2
JP7188463B2 JP2020571198A JP2020571198A JP7188463B2 JP 7188463 B2 JP7188463 B2 JP 7188463B2 JP 2020571198 A JP2020571198 A JP 2020571198A JP 2020571198 A JP2020571198 A JP 2020571198A JP 7188463 B2 JP7188463 B2 JP 7188463B2
Authority
JP
Japan
Prior art keywords
discriminator
processing
analysis
data
analysis device
Prior art date
Legal status (The legal status 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 status listed.)
Active
Application number
JP2020571198A
Other languages
English (en)
Japanese (ja)
Other versions
JPWO2020162425A1 (ja
Inventor
康晴 大西
靖行 福田
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
NEC Corp
Original Assignee
NEC Corp
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 NEC Corp filed Critical NEC Corp
Publication of JPWO2020162425A1 publication Critical patent/JPWO2020162425A1/ja
Application granted granted Critical
Publication of JP7188463B2 publication Critical patent/JP7188463B2/ja
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01HMEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H1/00Measuring characteristics of vibrations in solids by using direct conduction to the detector
    • G01H1/12Measuring characteristics of vibrations in solids by using direct conduction to the detector of longitudinal or not specified vibrations
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01HMEASUREMENT OF MECHANICAL VIBRATIONS OR ULTRASONIC, SONIC OR INFRASONIC WAVES
    • G01H17/00Measuring mechanical vibrations or ultrasonic, sonic or infrasonic waves, not provided for in the preceding groups
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M99/00Subject matter not provided for in other groups of this subclass
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/20Analysis of motion

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)
  • Testing Of Devices, Machine Parts, Or Other Structures Thereof (AREA)
JP2020571198A 2019-02-05 2020-02-04 解析装置、解析方法、およびプログラム Active JP7188463B2 (ja)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
JP2019019068 2019-02-05
JP2019019068 2019-02-05
PCT/JP2020/004042 WO2020162425A1 (ja) 2019-02-05 2020-02-04 解析装置、解析方法、およびプログラム

Publications (2)

Publication Number Publication Date
JPWO2020162425A1 JPWO2020162425A1 (ja) 2021-12-09
JP7188463B2 true JP7188463B2 (ja) 2022-12-13

Family

ID=71947695

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2020571198A Active JP7188463B2 (ja) 2019-02-05 2020-02-04 解析装置、解析方法、およびプログラム

Country Status (5)

Country Link
JP (1) JP7188463B2 (zh)
KR (1) KR20210107844A (zh)
CN (1) CN113383216A (zh)
TW (1) TW202045898A (zh)
WO (1) WO2020162425A1 (zh)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2022053036A (ja) * 2020-09-24 2022-04-05 国立大学法人大阪大学 劣化状況予測システム、および劣化状況予測方法
JP2022113523A (ja) * 2021-01-25 2022-08-04 株式会社日本製鋼所 コンピュータプログラム、異常検知方法、異常検知装置、成形機システム及び学習モデル生成方法

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2011107093A (ja) 2009-11-20 2011-06-02 Jx Nippon Oil & Energy Corp 振動体の異常診断装置及び異常診断方法
JP2018092453A (ja) 2016-12-06 2018-06-14 日本電気通信システム株式会社 学習装置、学習方法およびプログラム
JP2018178810A (ja) 2017-04-10 2018-11-15 株式会社デンソーテン ノック制御装置、ノック適合方法およびノック適合プログラム

Family Cites Families (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3170076B2 (ja) * 1992-12-18 2001-05-28 株式会社小野測器 転がり軸受故障診断装置
JP2000321176A (ja) * 1999-05-17 2000-11-24 Mitsui Eng & Shipbuild Co Ltd 異常検知方法および装置
JP4862708B2 (ja) * 2007-03-19 2012-01-25 Jfeスチール株式会社 劣化度診断方法、劣化度診断装置、および劣化診断プログラム
CN102494882B (zh) * 2011-11-30 2013-11-06 中国神华能源股份有限公司 矿用振动筛弹簧在线监测与故障诊断装置及其方法
WO2018216258A1 (ja) * 2017-05-25 2018-11-29 日本電気株式会社 処理装置、処理方法及びプログラム
CN107560849B (zh) * 2017-08-04 2020-02-18 华北电力大学 多通道深度卷积神经网络的风电机组轴承故障诊断方法
CN108896296A (zh) * 2018-04-18 2018-11-27 北京信息科技大学 一种基于卷积神经网络的风电齿轮箱故障诊断方法

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2011107093A (ja) 2009-11-20 2011-06-02 Jx Nippon Oil & Energy Corp 振動体の異常診断装置及び異常診断方法
JP2018092453A (ja) 2016-12-06 2018-06-14 日本電気通信システム株式会社 学習装置、学習方法およびプログラム
JP2018178810A (ja) 2017-04-10 2018-11-15 株式会社デンソーテン ノック制御装置、ノック適合方法およびノック適合プログラム

Also Published As

Publication number Publication date
WO2020162425A1 (ja) 2020-08-13
KR20210107844A (ko) 2021-09-01
JPWO2020162425A1 (ja) 2021-12-09
CN113383216A (zh) 2021-09-10
TW202045898A (zh) 2020-12-16

Similar Documents

Publication Publication Date Title
CN109397703B (zh) 一种故障检测方法及装置
JP6672132B2 (ja) 昇降機診断システム、昇降機診断装置、及び昇降機診断方法
CN106104496B (zh) 用于任意时序的不受监督的异常检测
JP6837848B2 (ja) 診断装置
RU2704073C2 (ru) Способ и система для стадии обучения акустического или вибрационного анализа машины
JP7188463B2 (ja) 解析装置、解析方法、およびプログラム
US9535419B2 (en) Device and method for the residual analysis of a residuum to detect system errors in the system behaviour of a system of an aircraft
JP6374466B2 (ja) センサインタフェース装置、測定情報通信システム、測定情報通信方法、及び測定情報通信プログラム
JP6200833B2 (ja) プラントと制御装置の診断装置
WO1999050749A1 (en) System and method for diagnosing and validating a machine using waveform data
KR20070033482A (ko) 시스템-감시 모델들을 갱신하기 위한 시스템, 장치, 및방법들
EP3759558B1 (en) Intelligent audio analytic apparatus (iaaa) and method for space system
KR20200075148A (ko) 문제소음 발음원 식별을 위한 소음데이터의 인공지능 장치 및 전처리 방법
CN106482828A (zh) 一种航空发动机振动故障的检测诊断装置及方法
JP2002268728A (ja) 同期診断監視システム、同期診断監視装置、および同期診断監視プログラム
KR102545672B1 (ko) 기계고장 진단 방법 및 장치
JP5535954B2 (ja) 健全性評価装置及びその方法並びにプログラム
JP2005215833A (ja) 状態監視システムおよび状態監視方法
WO2024120018A1 (zh) 检测方法、训练方法、电器、监控系统、存储介质和设备
JP2004020484A (ja) 異常監視装置および異常監視プログラム
JP2020107248A (ja) 異常判定装置および異常判定方法
CN105740822B (zh) 一种机械故障诊断优化方法及系统
Tastimur et al. Defect diagnosis of rolling element bearing using deep learning
JP2021089202A (ja) 振動機械の異常診断装置、および、異常診断方法
EP4290204A1 (en) Method and device for vibroacoustic analysis of industrial equipment

Legal Events

Date Code Title Description
A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20210730

A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20210730

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20220628

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20220818

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20221101

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20221114

R151 Written notification of patent or utility model registration

Ref document number: 7188463

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R151