CN114175072A - 使用不相关过滤器促进对公用事业系统资产的高效rul分析 - Google Patents
使用不相关过滤器促进对公用事业系统资产的高效rul分析 Download PDFInfo
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Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US16/560,629 US11341588B2 (en) | 2019-09-04 | 2019-09-04 | Using an irrelevance filter to facilitate efficient RUL analyses for utility system assets |
| US16/560,629 | 2019-09-04 | ||
| PCT/US2020/039630 WO2021045835A1 (en) | 2019-09-04 | 2020-06-25 | Using an irrelevance filter to facilitate efficient rul analyses for utility system assets |
Publications (1)
| Publication Number | Publication Date |
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| CN114175072A true CN114175072A (zh) | 2022-03-11 |
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| Application Number | Title | Priority Date | Filing Date |
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| CN202080052760.0A Pending CN114175072A (zh) | 2019-09-04 | 2020-06-25 | 使用不相关过滤器促进对公用事业系统资产的高效rul分析 |
Country Status (5)
| Country | Link |
|---|---|
| US (3) | US11341588B2 (enExample) |
| EP (1) | EP4026024B1 (enExample) |
| JP (2) | JP7578678B2 (enExample) |
| CN (1) | CN114175072A (enExample) |
| WO (1) | WO2021045835A1 (enExample) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118169612A (zh) * | 2024-05-14 | 2024-06-11 | 江西国翔电力设备有限公司 | 一种变压器运行状态在线监测系统及方法 |
Families Citing this family (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11099219B2 (en) * | 2018-03-26 | 2021-08-24 | Oracle International Corporation | Estimating the remaining useful life of a power transformer based on real-time sensor data and periodic dissolved gas analyses |
| US11921848B2 (en) * | 2020-11-02 | 2024-03-05 | Oracle International Corporation | Characterizing susceptibility of a machine-learning model to follow signal degradation and evaluating possible mitigation strategies |
| US12462190B2 (en) * | 2021-09-01 | 2025-11-04 | Oracle International Corporation | Passive inferencing of signal following in multivariate anomaly detection |
| CN114476457B (zh) * | 2022-01-21 | 2023-09-12 | 四川中烟工业有限责任公司 | 一种机台辅料智能配送系统及其工作方法 |
| US12379984B2 (en) | 2022-12-08 | 2025-08-05 | Toyota Motor Engineering & Manufacturing North America, Inc. | Remaining useful life determination for power electronic devices |
| US12510604B2 (en) * | 2023-02-02 | 2025-12-30 | Toyota Motor North America, Inc. | Systems and methods for determining indica for remaining useful life of a battery |
Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS5835469A (ja) * | 1981-08-28 | 1983-03-02 | Hitachi Ltd | プラント異常原因識別装置 |
| US20020183971A1 (en) * | 2001-04-10 | 2002-12-05 | Wegerich Stephan W. | Diagnostic systems and methods for predictive condition monitoring |
| US20030158803A1 (en) * | 2001-12-20 | 2003-08-21 | Darken Christian J. | System and method for estimation of asset lifetimes |
| US20080140362A1 (en) * | 2006-12-06 | 2008-06-12 | Gross Kenny C | Method and apparatus for predicting remaining useful life for a computer system |
| US20100191681A1 (en) * | 2009-01-23 | 2010-07-29 | Oxfordian, L.L.C. | Prognostics and health management method for aging systems |
| CN104484723A (zh) * | 2014-12-25 | 2015-04-01 | 国家电网公司 | 一种基于寿命数据的电力变压器经济寿命预测方法 |
| US20180150758A1 (en) * | 2016-11-30 | 2018-05-31 | Here Global B.V. | Method and apparatus for predictive classification of actionable network alerts |
Family Cites Families (64)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP3544251B2 (ja) * | 1995-08-03 | 2004-07-21 | 高砂熱学工業株式会社 | 回転機器の軸受部の診断方法、回転機器の軸受部の余寿命推定方法及び回転機器の軸受部の診断システム |
| JPH10313034A (ja) * | 1997-05-12 | 1998-11-24 | Toshiba Corp | 電子装置の劣化・寿命診断方法および装置 |
| JP3352411B2 (ja) * | 1998-03-05 | 2002-12-03 | 株式会社東芝 | 制御システム、電力系統保護制御システムおよびプログラムを記憶した記憶媒体 |
| JP3400362B2 (ja) * | 1998-10-20 | 2003-04-28 | 株式会社東芝 | 電子装置の寿命診断方法及び装置 |
| US7020802B2 (en) | 2002-10-17 | 2006-03-28 | Sun Microsystems, Inc. | Method and apparatus for monitoring and recording computer system performance parameters |
| US7281112B1 (en) | 2005-02-28 | 2007-10-09 | Sun Microsystems, Inc. | Method for storing long-term performance data in a computer system with finite storage space |
| US7613580B2 (en) | 2007-04-12 | 2009-11-03 | Sun Microsystems, Inc. | Method and apparatus for generating an EMI fingerprint for a computer system |
| US7613576B2 (en) | 2007-04-12 | 2009-11-03 | Sun Microsystems, Inc. | Using EMI signals to facilitate proactive fault monitoring in computer systems |
| US7680624B2 (en) * | 2007-04-16 | 2010-03-16 | Sun Microsystems, Inc. | Method and apparatus for performing a real-time root-cause analysis by analyzing degrading telemetry signals |
| US8069490B2 (en) | 2007-10-16 | 2011-11-29 | Oracle America, Inc. | Detecting counterfeit electronic components using EMI telemetric fingerprints |
| US8055594B2 (en) | 2007-11-13 | 2011-11-08 | Oracle America, Inc. | Proactive detection of metal whiskers in computer systems |
| US8200991B2 (en) | 2008-05-09 | 2012-06-12 | Oracle America, Inc. | Generating a PWM load profile for a computer system |
| US8457913B2 (en) | 2008-06-04 | 2013-06-04 | Oracle America, Inc. | Computer system with integrated electromagnetic-interference detectors |
| US20100023282A1 (en) | 2008-07-22 | 2010-01-28 | Sun Microsystem, Inc. | Characterizing a computer system using radiating electromagnetic signals monitored through an interface |
| US7869977B2 (en) | 2008-08-08 | 2011-01-11 | Oracle America, Inc. | Using multiple antennas to characterize a computer system based on electromagnetic signals |
| US8255341B2 (en) * | 2008-12-19 | 2012-08-28 | Oracle America, Inc. | Analyzing a target electromagnetic signal radiating from a computer system |
| JP4843693B2 (ja) * | 2009-03-30 | 2011-12-21 | 株式会社東芝 | 記憶装置 |
| US8275738B2 (en) | 2009-05-27 | 2012-09-25 | Oracle America, Inc. | Radio frequency microscope for amplifying and analyzing electromagnetic signals by positioning the monitored system at a locus of an ellipsoidal surface |
| US8543346B2 (en) | 2009-05-29 | 2013-09-24 | Oracle America, Inc. | Near-isotropic antenna for monitoring electromagnetic signals |
| JP5573332B2 (ja) * | 2010-04-26 | 2014-08-20 | 富士通株式会社 | 処理装置の配置構成管理方法及び装置 |
| CN102072829B (zh) * | 2010-11-04 | 2013-09-04 | 同济大学 | 一种面向钢铁连铸设备的故障预测方法及装置 |
| EP2790604B1 (en) | 2011-12-13 | 2022-10-19 | Koninklijke Philips N.V. | Distortion fingerprinting for electromagnetic tracking compensation, detection and error correction |
| US8548497B2 (en) | 2011-12-16 | 2013-10-01 | Microsoft Corporation | Indoor localization using commercial frequency-modulated signals |
| US9851386B2 (en) | 2012-03-02 | 2017-12-26 | Nokomis, Inc. | Method and apparatus for detection and identification of counterfeit and substandard electronics |
| JP5342708B1 (ja) * | 2013-06-19 | 2013-11-13 | 株式会社日立パワーソリューションズ | 異常検知方法及びその装置 |
| JP5530020B1 (ja) * | 2013-11-01 | 2014-06-25 | 株式会社日立パワーソリューションズ | 異常診断システム及び異常診断方法 |
| US10395032B2 (en) * | 2014-10-03 | 2019-08-27 | Nokomis, Inc. | Detection of malicious software, firmware, IP cores and circuitry via unintended emissions |
| US9642014B2 (en) | 2014-06-09 | 2017-05-02 | Nokomis, Inc. | Non-contact electromagnetic illuminated detection of part anomalies for cyber physical security |
| US9613523B2 (en) * | 2014-12-09 | 2017-04-04 | Unilectric, Llc | Integrated hazard risk management and mitigation system |
| CA2976374C (en) * | 2015-02-13 | 2023-08-01 | Esco Corporation | Monitoring ground-engaging products for earth working equipment |
| JP6691819B2 (ja) * | 2015-05-29 | 2020-05-13 | 株式会社日立ハイテク | 異常診断システム、及び異常診断方法 |
| US9600394B2 (en) * | 2015-06-18 | 2017-03-21 | Oracle International Corporation | Stateful detection of anomalous events in virtual machines |
| JP6706034B2 (ja) * | 2015-07-14 | 2020-06-03 | 中国電力株式会社 | 故障予兆シミュレーション装置、故障予兆シミュレーション方法、故障予兆シミュレーションシステム、及びプログラム |
| US10116675B2 (en) * | 2015-12-08 | 2018-10-30 | Vmware, Inc. | Methods and systems to detect anomalies in computer system behavior based on log-file sampling |
| US10859609B2 (en) | 2016-07-06 | 2020-12-08 | Power Fingerprinting Inc. | Methods and apparatuses for characteristic management with side-channel signature analysis |
| US10375115B2 (en) * | 2016-07-27 | 2019-08-06 | International Business Machines Corporation | Compliance configuration management |
| JP6715740B2 (ja) * | 2016-10-13 | 2020-07-01 | 株式会社日立製作所 | 電力系統の潮流監視装置、電力系統安定化装置および電力系統の潮流監視方法 |
| US10896064B2 (en) | 2017-03-27 | 2021-01-19 | International Business Machines Corporation | Coordinated, topology-aware CPU-GPU-memory scheduling for containerized workloads |
| JP2018195945A (ja) * | 2017-05-16 | 2018-12-06 | 日本電気株式会社 | 監視装置、無線通信システム、障害要因推定方法およびプログラム |
| CN107181543B (zh) | 2017-05-23 | 2020-10-27 | 张一嘉 | 一种基于传播模型和位置指纹的三维室内无源定位方法 |
| US10817803B2 (en) | 2017-06-02 | 2020-10-27 | Oracle International Corporation | Data driven methods and systems for what if analysis |
| US10699040B2 (en) * | 2017-08-07 | 2020-06-30 | The Boeing Company | System and method for remaining useful life determination |
| US20190102718A1 (en) | 2017-09-29 | 2019-04-04 | Oracle International Corporation | Techniques for automated signal and anomaly detection |
| US10452510B2 (en) | 2017-10-25 | 2019-10-22 | Oracle International Corporation | Hybrid clustering-partitioning techniques that optimizes accuracy and compute cost for prognostic surveillance of sensor data |
| US10606919B2 (en) | 2017-11-29 | 2020-03-31 | Oracle International Corporation | Bivariate optimization technique for tuning SPRT parameters to facilitate prognostic surveillance of sensor data from power plants |
| US11348018B2 (en) * | 2017-12-19 | 2022-05-31 | Aspen Technology, Inc. | Computer system and method for building and deploying models predicting plant asset failure |
| US10565185B2 (en) | 2017-12-21 | 2020-02-18 | Oracle International Corporation | MSET-based process for certifying provenance of time-series data in a time-series database |
| CN108344564B (zh) * | 2017-12-25 | 2019-10-18 | 北京信息科技大学 | 一种基于深度学习的主轴特性试验台状态识别及预测方法 |
| US10977110B2 (en) | 2017-12-27 | 2021-04-13 | Palo Alto Research Center Incorporated | System and method for facilitating prediction data for device based on synthetic data with uncertainties |
| US11147459B2 (en) * | 2018-01-05 | 2021-10-19 | CareBand Inc. | Wearable electronic device and system for tracking location and identifying changes in salient indicators of patient health |
| US11392850B2 (en) | 2018-02-02 | 2022-07-19 | Oracle International Corporation | Synthesizing high-fidelity time-series sensor signals to facilitate machine-learning innovations |
| US10740310B2 (en) | 2018-03-19 | 2020-08-11 | Oracle International Corporation | Intelligent preprocessing of multi-dimensional time-series data |
| US10496084B2 (en) | 2018-04-06 | 2019-12-03 | Oracle International Corporation | Dequantizing low-resolution IoT signals to produce high-accuracy prognostic indicators |
| US10635095B2 (en) * | 2018-04-24 | 2020-04-28 | Uptake Technologies, Inc. | Computer system and method for creating a supervised failure model |
| US11775873B2 (en) | 2018-06-11 | 2023-10-03 | Oracle International Corporation | Missing value imputation technique to facilitate prognostic analysis of time-series sensor data |
| US11188691B2 (en) * | 2018-12-21 | 2021-11-30 | Utopus Insights, Inc. | Scalable system and method for forecasting wind turbine failure using SCADA alarm and event logs |
| US11409992B2 (en) | 2019-06-10 | 2022-08-09 | International Business Machines Corporation | Data slicing for machine learning performance testing and improvement |
| US11055396B2 (en) | 2019-07-09 | 2021-07-06 | Oracle International Corporation | Detecting unwanted components in a critical asset based on EMI fingerprints generated with a sinusoidal load |
| US20210081573A1 (en) | 2019-09-16 | 2021-03-18 | Oracle International Corporation | Merged surface fast scan technique for generating a reference emi fingerprint to detect unwanted components in electronic systems |
| US11797882B2 (en) | 2019-11-21 | 2023-10-24 | Oracle International Corporation | Prognostic-surveillance technique that dynamically adapts to evolving characteristics of a monitored asset |
| US11367018B2 (en) | 2019-12-04 | 2022-06-21 | Oracle International Corporation | Autonomous cloud-node scoping framework for big-data machine learning use cases |
| CN110941020B (zh) | 2019-12-16 | 2022-06-10 | 杭州安恒信息技术股份有限公司 | 基于电磁泄漏的盗摄器材的检测方法及装置 |
| US11255894B2 (en) | 2020-02-28 | 2022-02-22 | Oracle International Corporation | High sensitivity detection and identification of counterfeit components in utility power systems via EMI frequency kiviat tubes |
| US11740122B2 (en) | 2021-10-20 | 2023-08-29 | Oracle International Corporation | Autonomous discrimination of operation vibration signals |
-
2019
- 2019-09-04 US US16/560,629 patent/US11341588B2/en active Active
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2020
- 2020-06-25 JP JP2022514593A patent/JP7578678B2/ja active Active
- 2020-06-25 WO PCT/US2020/039630 patent/WO2021045835A1/en not_active Ceased
- 2020-06-25 CN CN202080052760.0A patent/CN114175072A/zh active Pending
- 2020-06-25 EP EP20743406.9A patent/EP4026024B1/en active Active
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2022
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2024
- 2024-05-16 US US18/666,387 patent/US20240303754A1/en active Pending
- 2024-10-23 JP JP2024186615A patent/JP2025036409A/ja active Pending
Patent Citations (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JPS5835469A (ja) * | 1981-08-28 | 1983-03-02 | Hitachi Ltd | プラント異常原因識別装置 |
| US20020183971A1 (en) * | 2001-04-10 | 2002-12-05 | Wegerich Stephan W. | Diagnostic systems and methods for predictive condition monitoring |
| US20030158803A1 (en) * | 2001-12-20 | 2003-08-21 | Darken Christian J. | System and method for estimation of asset lifetimes |
| US20080140362A1 (en) * | 2006-12-06 | 2008-06-12 | Gross Kenny C | Method and apparatus for predicting remaining useful life for a computer system |
| US20100191681A1 (en) * | 2009-01-23 | 2010-07-29 | Oxfordian, L.L.C. | Prognostics and health management method for aging systems |
| CN104484723A (zh) * | 2014-12-25 | 2015-04-01 | 国家电网公司 | 一种基于寿命数据的电力变压器经济寿命预测方法 |
| US20180150758A1 (en) * | 2016-11-30 | 2018-05-31 | Here Global B.V. | Method and apparatus for predictive classification of actionable network alerts |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN118169612A (zh) * | 2024-05-14 | 2024-06-11 | 江西国翔电力设备有限公司 | 一种变压器运行状态在线监测系统及方法 |
Also Published As
| Publication number | Publication date |
|---|---|
| US20210065316A1 (en) | 2021-03-04 |
| US12039619B2 (en) | 2024-07-16 |
| US20240303754A1 (en) | 2024-09-12 |
| EP4026024A1 (en) | 2022-07-13 |
| JP7578678B2 (ja) | 2024-11-06 |
| EP4026024B1 (en) | 2025-09-17 |
| US20220270189A1 (en) | 2022-08-25 |
| WO2021045835A1 (en) | 2021-03-11 |
| JP2025036409A (ja) | 2025-03-14 |
| US11341588B2 (en) | 2022-05-24 |
| JP2022546771A (ja) | 2022-11-08 |
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