KR20170060031A - 머신 러닝을 이용한 비-기술적인 손실의 식별 - Google Patents

머신 러닝을 이용한 비-기술적인 손실의 식별 Download PDF

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Publication number
KR20170060031A
KR20170060031A KR1020177008973A KR20177008973A KR20170060031A KR 20170060031 A KR20170060031 A KR 20170060031A KR 1020177008973 A KR1020177008973 A KR 1020177008973A KR 20177008973 A KR20177008973 A KR 20177008973A KR 20170060031 A KR20170060031 A KR 20170060031A
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South Korea
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signal
data
category
energy
energy usage
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Korean (ko)
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토마스 엠. 시벨
에드워드 와이. 아보
호우만 베자디
아비드 보우스타니
니킬 크리시난
쿤리 추
헨릭 올슨
루이스 포이리어
지코 코틀러
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씨3, 아이엔씨.
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F8/00—Arrangements for software engineering
    • G06F8/30—Creation or generation of source code
    • G06F8/34—Graphical or visual programming
    • G06N99/005—
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R21/00—Arrangements for measuring electric power or power factor
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R21/00—Arrangements for measuring electric power or power factor
    • G01R21/06—Arrangements for measuring electric power or power factor by measuring current and voltage
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Energy or water supply
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04B—TRANSMISSION
    • H04B17/00—Monitoring; Testing
    • H04B17/30—Monitoring; Testing of propagation channels
    • H04B17/391—Modelling the propagation channel
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04W—WIRELESS COMMUNICATION NETWORKS
    • H04W52/00—Power management, e.g. Transmission Power Control [TPC] or power classes
    • H04W52/04—Transmission power control [TPC]

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Business, Economics & Management (AREA)
  • General Engineering & Computer Science (AREA)
  • Economics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Primary Health Care (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Electromagnetism (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • General Health & Medical Sciences (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Evolutionary Computation (AREA)
  • Strategic Management (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Power Engineering (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Supply And Distribution Of Alternating Current (AREA)
  • Control Of Electric Motors In General (AREA)
  • Operation Control Of Excavators (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)
  • Air Conditioning Control Device (AREA)
  • Testing And Monitoring For Control Systems (AREA)
  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)
KR1020177008973A 2014-09-24 2015-09-24 머신 러닝을 이용한 비-기술적인 손실의 식별 Withdrawn KR20170060031A (ko)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US14/495,848 US10296843B2 (en) 2014-09-24 2014-09-24 Systems and methods for utilizing machine learning to identify non-technical loss
US14/495,848 2014-09-24
PCT/US2015/052048 WO2016049369A1 (en) 2014-09-24 2015-09-24 Utilizing machine learning to identify non-technical loss

Publications (1)

Publication Number Publication Date
KR20170060031A true KR20170060031A (ko) 2017-05-31

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Application Number Title Priority Date Filing Date
KR1020177008973A Withdrawn KR20170060031A (ko) 2014-09-24 2015-09-24 머신 러닝을 이용한 비-기술적인 손실의 식별

Country Status (10)

Country Link
US (4) US10296843B2 (enExample)
EP (2) EP4557207A3 (enExample)
JP (1) JP6734265B2 (enExample)
KR (1) KR20170060031A (enExample)
CN (2) CN106716454B (enExample)
AU (1) AU2015320559A1 (enExample)
CA (1) CA2962226A1 (enExample)
DE (1) DE202015010050U1 (enExample)
MX (1) MX2017003142A (enExample)
WO (1) WO2016049369A1 (enExample)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR102126577B1 (ko) * 2019-10-29 2020-06-25 (주)대은 다채널 모듈센서를 이용한 태양광발전 모니터링 시스템

Also Published As

Publication number Publication date
JP2017536604A (ja) 2017-12-07
DE202015010050U1 (de) 2025-06-10
JP6734265B2 (ja) 2020-08-05
CN106716454B (zh) 2021-08-17
AU2015320559A1 (en) 2017-03-23
CN113918139B (zh) 2025-06-20
EP3198529A1 (en) 2017-08-02
WO2016049369A1 (en) 2016-03-31
EP4557207A2 (en) 2025-05-21
US20190340535A1 (en) 2019-11-07
CN106716454A (zh) 2017-05-24
US20240045659A1 (en) 2024-02-08
MX2017003142A (es) 2017-09-12
EP3198529A4 (en) 2018-05-02
US10296843B2 (en) 2019-05-21
EP4557207A3 (en) 2025-09-10
US11449315B2 (en) 2022-09-20
US20180107941A1 (en) 2018-04-19
CN113918139A (zh) 2022-01-11
US11886843B2 (en) 2024-01-30
CA2962226A1 (en) 2016-03-31
US20230027296A1 (en) 2023-01-26

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PA0105 International application

Patent event date: 20170331

Patent event code: PA01051R01D

Comment text: International Patent Application

PG1501 Laying open of application
PC1203 Withdrawal of no request for examination