WO2019236061A1 - Procédé et système de désagrégation d'un profil d'énergie d'un ou plusieurs appareils installés dans une maison à compteur non intelligente - Google Patents

Procédé et système de désagrégation d'un profil d'énergie d'un ou plusieurs appareils installés dans une maison à compteur non intelligente Download PDF

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Publication number
WO2019236061A1
WO2019236061A1 PCT/US2018/036012 US2018036012W WO2019236061A1 WO 2019236061 A1 WO2019236061 A1 WO 2019236061A1 US 2018036012 W US2018036012 W US 2018036012W WO 2019236061 A1 WO2019236061 A1 WO 2019236061A1
Authority
WO
WIPO (PCT)
Prior art keywords
smart meter
homes
data
home
appliance
Prior art date
Application number
PCT/US2018/036012
Other languages
English (en)
Inventor
Abhay Gupta
Vivek GARUD
Pratik PAREKH
Rohit Aggarwal
Shishir Saraiya
Original Assignee
Bidgely Inc.
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 Bidgely Inc. filed Critical Bidgely Inc.
Priority to PCT/US2018/036012 priority Critical patent/WO2019236061A1/fr
Publication of WO2019236061A1 publication Critical patent/WO2019236061A1/fr

Links

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D4/00—Tariff metering apparatus
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D2204/00—Indexing scheme relating to details of tariff-metering apparatus
    • G01D2204/10—Analysing; Displaying
    • G01D2204/14—Displaying of utility usage with respect to time, e.g. for monitoring evolution of usage or with respect to weather conditions
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01D—MEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D2204/00—Indexing scheme relating to details of tariff-metering apparatus
    • G01D2204/20—Monitoring; Controlling
    • G01D2204/24—Identification of individual loads, e.g. by analysing current/voltage waveforms
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S20/00—Management or operation of end-user stationary applications or the last stages of power distribution; Controlling, monitoring or operating thereof
    • Y04S20/30—Smart metering, e.g. specially adapted for remote reading

Abstract

La présente invention concerne d'une manière générale des systèmes et des procédés permettant de désagréger un profil d'énergie d'un ou plusieurs appareils installés dans une maison à compteur non intelligente. Les procédés peuvent être mis en œuvre par un ou plusieurs processeurs, et les étapes peuvent consister : à extraire des données de consommation d'énergie et une pluralité d'attributs d'une maison à compteur non intelligente, à extraire des données de consommation d'énergie, des données de consommation d'énergie de niveau d'appareil, et une pluralité d'attributs d'un ensemble prédéfini de maisons à compteur intelligentes, à mettre en correspondance les données de consommation d'énergie et les attributs de la maison à compteur non intelligente avec l'ensemble prédéfini afin d'identifier un ensemble de maisons homologues ; à estimer la désagrégation de l'appareil de la maison à compteur non intelligente sur la base des données extraites des maisons homologues identifiées, et à prévoir et à projeter une facture d'électricité et/ou une consommation de cycle moyen et/ou une consommation de fin de cycle et/ou une désagrégation de maisons non intelligentes et/ou une combinaison correspondante.
PCT/US2018/036012 2018-06-05 2018-06-05 Procédé et système de désagrégation d'un profil d'énergie d'un ou plusieurs appareils installés dans une maison à compteur non intelligente WO2019236061A1 (fr)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/US2018/036012 WO2019236061A1 (fr) 2018-06-05 2018-06-05 Procédé et système de désagrégation d'un profil d'énergie d'un ou plusieurs appareils installés dans une maison à compteur non intelligente

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/US2018/036012 WO2019236061A1 (fr) 2018-06-05 2018-06-05 Procédé et système de désagrégation d'un profil d'énergie d'un ou plusieurs appareils installés dans une maison à compteur non intelligente

Publications (1)

Publication Number Publication Date
WO2019236061A1 true WO2019236061A1 (fr) 2019-12-12

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/US2018/036012 WO2019236061A1 (fr) 2018-06-05 2018-06-05 Procédé et système de désagrégation d'un profil d'énergie d'un ou plusieurs appareils installés dans une maison à compteur non intelligente

Country Status (1)

Country Link
WO (1) WO2019236061A1 (fr)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4230966A1 (fr) * 2022-02-16 2023-08-23 Siemens Aktiengesellschaft Système énergétique avec de données de mesure incomplètes

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130103215A1 (en) * 2011-08-19 2013-04-25 International Business Machines Corporation Utility consumption disaggregation using low sample rate smart meters
US20130289788A1 (en) * 2012-04-25 2013-10-31 Abhay Gupta Energy Disaggregation Techniques for Low Resolution Whole-House Energy Consumption Data
US20160070286A1 (en) * 2014-09-04 2016-03-10 Abhay Gupta Systems and Methods for Optimizing Energy Usage Using Energy Disaggregation Data and Time of Use Information

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130103215A1 (en) * 2011-08-19 2013-04-25 International Business Machines Corporation Utility consumption disaggregation using low sample rate smart meters
US20130289788A1 (en) * 2012-04-25 2013-10-31 Abhay Gupta Energy Disaggregation Techniques for Low Resolution Whole-House Energy Consumption Data
US20160070286A1 (en) * 2014-09-04 2016-03-10 Abhay Gupta Systems and Methods for Optimizing Energy Usage Using Energy Disaggregation Data and Time of Use Information

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
BATRA ET AL.: "Neighbourhood NILM: A Big-data Approach to Household Energy Disaggregation", CORNELL UNIVERSITY LIBRARY/COMPUTER SCIENCE /MACHINE LEARNING, 26 October 2015 (2015-10-26), Retrieved from the Internet <URL:https://arxiv.org/abs/1511.02900> [retrieved on 20180809] *
CETIN ET AL.: "Disaggregation and Future Prediction of Monthly Residential Building Energy Use Data Using Localized Weather Data Network", ACEEE SUMMER STUDY ON ENERGY EFFICIENCY IN BUILDINGS, 9 August 2018 (2018-08-09), Retrieved from the Internet <URL:https://aceee.org/files/proceedings/2016/data/papers/12_410.pdf> [retrieved on 20180809] *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP4230966A1 (fr) * 2022-02-16 2023-08-23 Siemens Aktiengesellschaft Système énergétique avec de données de mesure incomplètes
WO2023156299A1 (fr) * 2022-02-16 2023-08-24 Siemens Aktiengesellschaft Système d'énergie à données de mesure incomplètes

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