JPWO2023188018A1 - - Google Patents
Info
- Publication number
- JPWO2023188018A1 JPWO2023188018A1 JP2022551391A JP2022551391A JPWO2023188018A1 JP WO2023188018 A1 JPWO2023188018 A1 JP WO2023188018A1 JP 2022551391 A JP2022551391 A JP 2022551391A JP 2022551391 A JP2022551391 A JP 2022551391A JP WO2023188018 A1 JPWO2023188018 A1 JP WO2023188018A1
- Authority
- JP
- Japan
- 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.)
- Granted
Links
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
- 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
- G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
- G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
- G05B23/0235—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions based on a comparison with predetermined threshold or range, e.g. "classical methods", carried out during normal operation; threshold adaptation or choice; when or how to compare with the threshold
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/34—Testing dynamo-electric machines
- G01R31/343—Testing dynamo-electric machines in operation
-
- 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
-
- 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
- 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
- G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
- G05B23/024—Quantitative history assessment, e.g. mathematical relationships between available data; Functions therefor; Principal component analysis [PCA]; Partial least square [PLS]; Statistical classifiers, e.g. Bayesian networks, linear regression or correlation analysis; Neural networks
-
- 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
- G05B23/0243—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 model based detection method, e.g. first-principles knowledge model
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
Landscapes
- Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Artificial Intelligence (AREA)
- Evolutionary Computation (AREA)
- Mathematical Physics (AREA)
- Testing And Monitoring For Control Systems (AREA)
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| PCT/JP2022/015595 WO2023188018A1 (ja) | 2022-03-29 | 2022-03-29 | 異常検知装置、機械システム及び異常検知方法 |
Publications (3)
| Publication Number | Publication Date |
|---|---|
| JP7260069B1 JP7260069B1 (ja) | 2023-04-18 |
| JPWO2023188018A1 true JPWO2023188018A1 (https=) | 2023-10-05 |
| JPWO2023188018A5 JPWO2023188018A5 (https=) | 2024-03-07 |
Family
ID=86005240
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| JP2022551391A Active JP7260069B1 (ja) | 2022-03-29 | 2022-03-29 | 異常検知装置、機械システム及び異常検知方法 |
Country Status (6)
| Country | Link |
|---|---|
| US (1) | US20250216459A1 (https=) |
| JP (1) | JP7260069B1 (https=) |
| KR (1) | KR20240150470A (https=) |
| CN (1) | CN119072667A (https=) |
| DE (1) | DE112022006990T5 (https=) |
| WO (1) | WO2023188018A1 (https=) |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP7587172B2 (ja) * | 2023-03-31 | 2024-11-20 | ダイキン工業株式会社 | 情報処理装置、方法、およびプログラム |
| WO2024247716A1 (ja) * | 2023-05-31 | 2024-12-05 | パナソニックＩｐマネジメント株式会社 | 情報処理方法、情報処理装置、及びプログラム |
| CN121794636A (zh) * | 2023-08-21 | 2026-04-03 | 发那科株式会社 | 异常检测装置、控制装置、异常检测方法、程序以及综合型异常检测系统 |
| JP2026047561A (ja) * | 2024-09-04 | 2026-03-16 | 日立Ｇｅベルノバニュークリアエナジー株式会社 | 制御棒駆動装置の異常検知装置、異常検知方法、及び、プログラム |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102870057B (zh) * | 2010-04-08 | 2015-01-28 | 株式会社日立制作所 | 机械设备的诊断装置、诊断方法及诊断程序 |
| JP2013045325A (ja) * | 2011-08-25 | 2013-03-04 | Hitachi Ltd | 制御システムの制御装置及びエレベータシステム |
| JP6840953B2 (ja) * | 2016-08-09 | 2021-03-10 | 株式会社リコー | 診断装置、学習装置および診断システム |
| JP2021086220A (ja) | 2019-11-25 | 2021-06-03 | キヤノン株式会社 | 制御方法、制御装置、機械設備、制御プログラム、記録媒体 |
-
2022
- 2022-03-29 JP JP2022551391A patent/JP7260069B1/ja active Active
- 2022-03-29 KR KR1020247030464A patent/KR20240150470A/ko active Pending
- 2022-03-29 US US18/850,554 patent/US20250216459A1/en not_active Abandoned
- 2022-03-29 WO PCT/JP2022/015595 patent/WO2023188018A1/ja not_active Ceased
- 2022-03-29 CN CN202280094125.8A patent/CN119072667A/zh not_active Withdrawn
- 2022-03-29 DE DE112022006990.2T patent/DE112022006990T5/de not_active Withdrawn
Also Published As
| Publication number | Publication date |
|---|---|
| JP7260069B1 (ja) | 2023-04-18 |
| WO2023188018A1 (ja) | 2023-10-05 |
| DE112022006990T5 (de) | 2025-01-16 |
| CN119072667A (zh) | 2024-12-03 |
| US20250216459A1 (en) | 2025-07-03 |
| KR20240150470A (ko) | 2024-10-15 |
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