US20160116508A1 - System and method to characterize and identify operating modes of electric loads - Google Patents

System and method to characterize and identify operating modes of electric loads Download PDF

Info

Publication number
US20160116508A1
US20160116508A1 US14/525,354 US201414525354A US2016116508A1 US 20160116508 A1 US20160116508 A1 US 20160116508A1 US 201414525354 A US201414525354 A US 201414525354A US 2016116508 A1 US2016116508 A1 US 2016116508A1
Authority
US
United States
Prior art keywords
voltage
mode
membership functions
current
area
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.)
Abandoned
Application number
US14/525,354
Other languages
English (en)
Inventor
Yi Yang
Mayura Arun Madane
Prachi Suresh Zambare
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.)
Eaton Intelligent Power Ltd
Original Assignee
Eaton 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 Eaton Corp filed Critical Eaton Corp
Priority to US14/525,354 priority Critical patent/US20160116508A1/en
Assigned to EATON CORPORATION reassignment EATON CORPORATION ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: MADANE, MAYURA ARUN, YANG, YI, ZAMBARE, PRACHI SURESH
Priority to CA2964896A priority patent/CA2964896A1/fr
Priority to PCT/US2015/049069 priority patent/WO2016069117A1/fr
Priority to EP15770994.0A priority patent/EP3213169A1/fr
Publication of US20160116508A1 publication Critical patent/US20160116508A1/en
Assigned to EATON INTELLIGENT POWER LIMITED reassignment EATON INTELLIGENT POWER LIMITED ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: EATON CORPORATION
Priority to US16/728,768 priority patent/US10837989B2/en
Abandoned legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/26Power supply means, e.g. regulation thereof
    • G06F1/28Supervision thereof, e.g. detecting power-supply failure by out of limits supervision
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R19/00Arrangements for measuring currents or voltages or for indicating presence or sign thereof
    • G01R19/165Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values
    • G01R19/16528Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values using digital techniques or performing arithmetic operations

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)
US14/525,354 2014-10-28 2014-10-28 System and method to characterize and identify operating modes of electric loads Abandoned US20160116508A1 (en)

Priority Applications (5)

Application Number Priority Date Filing Date Title
US14/525,354 US20160116508A1 (en) 2014-10-28 2014-10-28 System and method to characterize and identify operating modes of electric loads
CA2964896A CA2964896A1 (fr) 2014-10-28 2015-09-09 Systeme et procede pour caracteriser et identifier des modes de fonctionnement de charges electriques
PCT/US2015/049069 WO2016069117A1 (fr) 2014-10-28 2015-09-09 Système et procédé pour caractériser et identifier des modes de fonctionnement de charges électriques
EP15770994.0A EP3213169A1 (fr) 2014-10-28 2015-09-09 Système et procédé pour caractériser et identifier des modes de fonctionnement de charges électriques
US16/728,768 US10837989B2 (en) 2014-10-28 2019-12-27 System and method to characterize and identify operating modes of electric loads

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US14/525,354 US20160116508A1 (en) 2014-10-28 2014-10-28 System and method to characterize and identify operating modes of electric loads

Related Child Applications (1)

Application Number Title Priority Date Filing Date
US16/728,768 Continuation US10837989B2 (en) 2014-10-28 2019-12-27 System and method to characterize and identify operating modes of electric loads

Publications (1)

Publication Number Publication Date
US20160116508A1 true US20160116508A1 (en) 2016-04-28

Family

ID=54199292

Family Applications (2)

Application Number Title Priority Date Filing Date
US14/525,354 Abandoned US20160116508A1 (en) 2014-10-28 2014-10-28 System and method to characterize and identify operating modes of electric loads
US16/728,768 Active US10837989B2 (en) 2014-10-28 2019-12-27 System and method to characterize and identify operating modes of electric loads

Family Applications After (1)

Application Number Title Priority Date Filing Date
US16/728,768 Active US10837989B2 (en) 2014-10-28 2019-12-27 System and method to characterize and identify operating modes of electric loads

Country Status (4)

Country Link
US (2) US20160116508A1 (fr)
EP (1) EP3213169A1 (fr)
CA (1) CA2964896A1 (fr)
WO (1) WO2016069117A1 (fr)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11144022B2 (en) 2019-02-04 2021-10-12 Eaton Intelligent Power Limited System and method for monitoring and controlling electrical loads
WO2023179836A1 (fr) * 2022-03-24 2023-09-28 Eaton Intelligent Power Limited Procédé et système de détection de mode de fonctionnement de charges superposées

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130138669A1 (en) * 2011-11-28 2013-05-30 Bin Lu System and method employing a hierarchical load feature database to identify electric load types of different electric loads

Family Cites Families (24)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4858141A (en) 1986-04-14 1989-08-15 Massachusetts Institute Of Technology Non-intrusive appliance monitor apparatus
US5835901A (en) 1994-01-25 1998-11-10 Martin Marietta Corporation Perceptive system including a neural network
US5717325A (en) 1994-03-24 1998-02-10 Massachusetts Institute Of Technology Multiprocessing transient event detector for use in a nonintrusive electrical load monitoring system
US5483153A (en) 1994-03-24 1996-01-09 Massachusetts Institute Of Technology Transient event detector for use in nonintrusive load monitoring systems
FR2752944B1 (fr) 1996-09-03 1998-10-16 Schneider Electric Sa Dispositif de detection preventive de defauts avec reconnaissance du type de charge
FR2756049B1 (fr) 1996-11-18 1998-12-31 Schneider Electric Sa Dispositif de detection preventive de defauts avec identification du type de charge
US7362552B2 (en) 2004-07-20 2008-04-22 Eaton Corporation Arc fault circuit interrupter
US7268989B2 (en) 2005-04-11 2007-09-11 Eaton Corporation Arc fault circuit interrupter for a compressor load
US7359168B2 (en) 2005-10-18 2008-04-15 Eaton Corporation Arc fault circuit interrupter and method for disabling series arc protection during current transients
WO2008142173A1 (fr) 2007-05-18 2008-11-27 Good For You Good For The Planet, S.L. Procédé et système permettant la détection de l'état de veille de charges linéaires et non linéaires reliées au réseau électrique et la déconnexion automatique de ces dernières
US7693670B2 (en) 2007-08-14 2010-04-06 General Electric Company Cognitive electric power meter
US8094034B2 (en) 2007-09-18 2012-01-10 Georgia Tech Research Corporation Detecting actuation of electrical devices using electrical noise over a power line
TR200707051A2 (tr) 2007-10-16 2009-05-21 Vestel Elektron�K Sanay� Ve T�Caret A.�. Bekleme durumunda güç tasarrufu sağlayan akıllı ev otomasyon sistemi
WO2010005985A1 (fr) 2008-07-07 2010-01-14 Control4 Corporation Systèmes et procédés de présentation d'opportunités d'économie pour dispositifs électroniques
GB2465367B (en) 2008-11-13 2011-01-05 Isis Innovation Variable power load detector apparatus and method
US8450878B2 (en) 2009-01-26 2013-05-28 Geneva Cleantech, Inc. Methods and apparatus for power factor correction and reduction of distortion in and noise in a power supply delivery network
US9104189B2 (en) 2009-07-01 2015-08-11 Mario E. Berges Gonzalez Methods and apparatuses for monitoring energy consumption and related operations
US8830073B2 (en) * 2009-12-01 2014-09-09 Apple Inc. Power converter with reduced power consumption when toggling between sleep and normal modes during device charging
JP5865842B2 (ja) 2010-01-25 2016-02-17 ジェネヴァ クリーンテック インコーポレイテッド 歪み低減装置
US8983670B2 (en) 2011-09-14 2015-03-17 Honeywell International Inc. Energy consumption disaggregation system
JP5786097B2 (ja) 2011-09-24 2015-09-30 クール コンセプツ リミテッド エネルギー管理システム
US9395736B2 (en) 2011-11-03 2016-07-19 Sget Corp. System and method for collecting appliance standby electricity-saving information
US8756181B2 (en) 2011-11-28 2014-06-17 Eaton Corporation System and method employing a self-organizing map load feature database to identify electric load types of different electric loads
US9721208B2 (en) * 2012-04-19 2017-08-01 Panasonic Intellectual Property Management Co., Ltd. Living activity inference device, program, and computer-readable recording medium

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130138669A1 (en) * 2011-11-28 2013-05-30 Bin Lu System and method employing a hierarchical load feature database to identify electric load types of different electric loads

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11144022B2 (en) 2019-02-04 2021-10-12 Eaton Intelligent Power Limited System and method for monitoring and controlling electrical loads
WO2023179836A1 (fr) * 2022-03-24 2023-09-28 Eaton Intelligent Power Limited Procédé et système de détection de mode de fonctionnement de charges superposées

Also Published As

Publication number Publication date
CA2964896A1 (fr) 2016-05-06
WO2016069117A1 (fr) 2016-05-06
US20200132735A1 (en) 2020-04-30
EP3213169A1 (fr) 2017-09-06
US10837989B2 (en) 2020-11-17

Similar Documents

Publication Publication Date Title
AU2011260098B2 (en) Determining an indication of a background level of utility consumption
TWI419431B (zh) 電能管理插座架構
Reinhardt et al. On the accuracy of appliance identification based on distributed load metering data
US20120016608A1 (en) Method and system for monitoring residential appliances
US8463452B2 (en) Apparatus using time-based electrical characteristics to identify an electrical appliance
US9819226B2 (en) Load power device and system for real-time execution of hierarchical load identification algorithms
US20150268281A1 (en) System and method for monitoring, analyzing and acting upon electricity patterns
US10837989B2 (en) System and method to characterize and identify operating modes of electric loads
EP3109969A1 (fr) Dispositif et programme d'inférence d'appareil
CN103853131B (zh) 电力监控装置及其电力分析方法
US20170108351A1 (en) Power usage estimation device and program
Clement et al. Standby power consumption in Belgium
CN105308597A (zh) 采用有限状态机建模以识别多种不同电负载类型中的一种电负载类型的方法和系统
KR101652109B1 (ko) 전력 모니터링 장치
US11378601B2 (en) Operational state determination apparatus
Zhu et al. A novel CUSUM-based approach for event detection in smart metering
US20140330444A1 (en) Apparatus Using Time-Based Electrical Characteristics to Identify an Electrical Appliance
CN108957117A (zh) 电能消耗的检测方法、装置、智能插座及存储介质
US20220337081A1 (en) An in-line device and a method for controlling an electrical appliance
WO2013081719A2 (fr) Système et procédé utilisant une distance minimum et une base de données de caractéristiques de charges pour identifier des types de charges électriques de différentes charges électriques
US11789050B2 (en) System and method for detecting arc in an electrical meter
US10591521B2 (en) Power monitoring system and method for monitoring power thereof
Tesfaye et al. Residential electrical consumption disaggregation on a single low-cost meter
TW201617775A (zh) 電源監測與回饋系統及其實施方法
CN217846462U (zh) 一种电源输出电容值检测系统及装置

Legal Events

Date Code Title Description
AS Assignment

Owner name: EATON CORPORATION, OHIO

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:YANG, YI;MADANE, MAYURA ARUN;ZAMBARE, PRACHI SURESH;REEL/FRAME:034048/0188

Effective date: 20141010

STCV Information on status: appeal procedure

Free format text: ON APPEAL -- AWAITING DECISION BY THE BOARD OF APPEALS

AS Assignment

Owner name: EATON INTELLIGENT POWER LIMITED, IRELAND

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:EATON CORPORATION;REEL/FRAME:048855/0626

Effective date: 20171231

STCV Information on status: appeal procedure

Free format text: BOARD OF APPEALS DECISION RENDERED

STCB Information on status: application discontinuation

Free format text: ABANDONED -- AFTER EXAMINER'S ANSWER OR BOARD OF APPEALS DECISION