MX2018010319A - Sistemas y métodos del mismo para la determinación de un estado del dispositivo basado en el monitoreo de consumo actual y el aprendizaje automático del mismo. - Google Patents
Sistemas y métodos del mismo para la determinación de un estado del dispositivo basado en el monitoreo de consumo actual y el aprendizaje automático del mismo.Info
- Publication number
- MX2018010319A MX2018010319A MX2018010319A MX2018010319A MX2018010319A MX 2018010319 A MX2018010319 A MX 2018010319A MX 2018010319 A MX2018010319 A MX 2018010319A MX 2018010319 A MX2018010319 A MX 2018010319A MX 2018010319 A MX2018010319 A MX 2018010319A
- Authority
- MX
- Mexico
- Prior art keywords
- data
- training
- determination
- current
- current consumer
- Prior art date
Links
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
- G06N20/10—Machine learning using kernel methods, e.g. support vector machines [SVM]
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/04—Inference or reasoning models
-
- 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
- G05B15/00—Systems controlled by a computer
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/26—Power supply means, e.g. regulation thereof
- G06F1/28—Supervision thereof, e.g. detecting power-supply failure by out of limits supervision
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F1/00—Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
- G06F1/26—Power supply means, e.g. regulation thereof
- G06F1/32—Means for saving power
- G06F1/3203—Power management, i.e. event-based initiation of a power-saving mode
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N7/00—Computing arrangements based on specific mathematical models
- G06N7/01—Probabilistic graphical models, e.g. probabilistic networks
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Software Systems (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- Data Mining & Analysis (AREA)
- Mathematical Physics (AREA)
- Artificial Intelligence (AREA)
- Medical Informatics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Automation & Control Theory (AREA)
- Computational Linguistics (AREA)
- Remote Monitoring And Control Of Power-Distribution Networks (AREA)
- Testing And Monitoring For Control Systems (AREA)
- Supply And Distribution Of Alternating Current (AREA)
Abstract
Un sistema para la determinación de un estado operacional del consumidor actual opera en dos conjuntos de datos respectivos del consumidor actual. El primer conjunto de datos son datos históricos del consumo actual medidos periódicamente. Un módulo de entrenamiento del sistema determina una pluralidad de estados operacionales distintos del consumidor actual en base a los datos históricos. El entrenamiento incluye la selección de un modelo y luego determina los parámetros de estado basados en el modelo. Una vez que tiene lugar una capacitación suficiente, el sistema usa su módulo de clasificación para clasificar, en función de los parámetros de estado extraídos, mediciones o mediciones de corriente recientemente recibidas, en un modo operacional distinto del consumidor actual a partir de la pluralidad de estados operacionales distintos. La fase de entrenamiento puede repetirse periódicamente, agregando datos más nuevos a los datos históricos y, además, eliminando los datos más antiguos a medida que se ponen a disposición datos más nuevos, y actualiza los estados y los parámetros asociados.
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201662304183P | 2016-03-05 | 2016-03-05 | |
US15/449,187 US20170255864A1 (en) | 2016-03-05 | 2017-03-03 | Systems and Methods Thereof for Determination of a Device State Based on Current Consumption Monitoring and Machine Learning Thereof |
PCT/IB2017/051270 WO2017153880A1 (en) | 2016-03-05 | 2017-03-04 | Systems and methods thereof for determination of a device state based on current consumption monitoring and machine-learning thereof |
Publications (1)
Publication Number | Publication Date |
---|---|
MX2018010319A true MX2018010319A (es) | 2019-05-16 |
Family
ID=59722760
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
MX2018010319A MX2018010319A (es) | 2016-03-05 | 2017-03-04 | Sistemas y métodos del mismo para la determinación de un estado del dispositivo basado en el monitoreo de consumo actual y el aprendizaje automático del mismo. |
Country Status (5)
Country | Link |
---|---|
US (1) | US20170255864A1 (es) |
EP (1) | EP3423789B1 (es) |
JP (1) | JP2019513001A (es) |
MX (1) | MX2018010319A (es) |
WO (1) | WO2017153880A1 (es) |
Families Citing this family (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109193630B (zh) * | 2018-09-21 | 2021-06-15 | 武汉大学 | 一种柔性负荷可调区间预测方法及装置 |
CN112115847B (zh) * | 2020-09-16 | 2024-05-17 | 深圳印像数据科技有限公司 | 人脸情绪愉悦度判断方法 |
WO2022246627A1 (zh) * | 2021-05-25 | 2022-12-01 | 罗伯特·博世有限公司 | 一种用于控制制冷设备的方法和装置 |
Family Cites Families (18)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP3334807B2 (ja) * | 1991-07-25 | 2002-10-15 | 株式会社日立製作所 | ニュ−ラルネットを利用したパタ−ン分類方法および装置 |
GB2387008A (en) * | 2002-03-28 | 2003-10-01 | Qinetiq Ltd | Signal Processing System |
TW200406974A (en) * | 2002-05-24 | 2004-05-01 | Virginia Tech Intell Prop | Method and apparatus for identifying an operational phase of a motor phase winding and controlling energization of the phase winding |
US7412339B2 (en) * | 2002-05-24 | 2008-08-12 | Virginia Tech Intellectual Properties, Inc. | Method and apparatus for identifying an operational phase of a motor phase winding and controlling energization of the phase winding |
US6889173B2 (en) * | 2002-10-31 | 2005-05-03 | Emerson Retail Services Inc. | System for monitoring optimal equipment operating parameters |
JP2007003296A (ja) * | 2005-06-22 | 2007-01-11 | Toenec Corp | 電気機器モニタリングシステム |
US7480641B2 (en) * | 2006-04-07 | 2009-01-20 | Nokia Corporation | Method, apparatus, mobile terminal and computer program product for providing efficient evaluation of feature transformation |
US9104189B2 (en) * | 2009-07-01 | 2015-08-11 | Mario E. Berges Gonzalez | Methods and apparatuses for monitoring energy consumption and related operations |
JP5222261B2 (ja) * | 2009-09-25 | 2013-06-26 | 一般財団法人電力中央研究所 | 分散形電源の運転状態判別方法および装置並びに運転状態判別プログラム |
AU2011248626B2 (en) * | 2010-04-26 | 2014-11-06 | Belkin International, Inc. | Electrical event detection device and method of detecting and classifying electrical power usage |
US20110307200A1 (en) * | 2010-06-11 | 2011-12-15 | Academia Sinica | Recognizing multiple appliance operating states using circuit-level electrical information |
US20120053925A1 (en) * | 2010-08-31 | 2012-03-01 | Steven Geffin | Method and System for Computer Power and Resource Consumption Modeling |
JP5598200B2 (ja) * | 2010-09-16 | 2014-10-01 | ソニー株式会社 | データ処理装置、データ処理方法、およびプログラム |
KR101173823B1 (ko) * | 2011-07-01 | 2012-08-20 | 연세대학교 산학협력단 | 공동주택의 에너지 사용량 예측 시스템 및 방법 |
US9135667B2 (en) * | 2012-11-16 | 2015-09-15 | Johnson Controls Technology Company | Systems and methods for building energy use benchmarking |
JP6431283B2 (ja) * | 2014-05-14 | 2018-11-28 | 株式会社デンソーアイティーラボラトリ | 電力需要シミュレータ、電力需要シミュレーション方法、及びプログラム |
DE112015002433T5 (de) * | 2014-05-23 | 2017-03-23 | Datarobot | Systeme und Techniken zur prädikativen Datenanalytik |
US9057746B1 (en) * | 2014-11-26 | 2015-06-16 | Sense Labs, Inc. | Determining information about devices in a building using different sets of features |
-
2017
- 2017-03-03 US US15/449,187 patent/US20170255864A1/en active Pending
- 2017-03-04 EP EP17762610.8A patent/EP3423789B1/en active Active
- 2017-03-04 JP JP2018565470A patent/JP2019513001A/ja active Pending
- 2017-03-04 WO PCT/IB2017/051270 patent/WO2017153880A1/en active Application Filing
- 2017-03-04 MX MX2018010319A patent/MX2018010319A/es unknown
Also Published As
Publication number | Publication date |
---|---|
WO2017153880A1 (en) | 2017-09-14 |
US20170255864A1 (en) | 2017-09-07 |
EP3423789A4 (en) | 2019-10-09 |
EP3423789A1 (en) | 2019-01-09 |
EP3423789B1 (en) | 2020-11-25 |
JP2019513001A (ja) | 2019-05-16 |
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