DE202015010050U1 - Nutzung von maschinellem Lernen zur Ermittlung nichttechnischer Verluste - Google Patents

Nutzung von maschinellem Lernen zur Ermittlung nichttechnischer Verluste

Info

Publication number
DE202015010050U1
DE202015010050U1 DE202015010050.3U DE202015010050U DE202015010050U1 DE 202015010050 U1 DE202015010050 U1 DE 202015010050U1 DE 202015010050 U DE202015010050 U DE 202015010050U DE 202015010050 U1 DE202015010050 U1 DE 202015010050U1
Authority
DE
Germany
Prior art keywords
signal
energy consumption
data
signals
machine learning
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.)
Expired - Lifetime
Application number
DE202015010050.3U
Other languages
German (de)
English (en)
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.)
C3 AI Inc
Original Assignee
C3 AI 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 C3 AI Inc filed Critical C3 AI Inc
Publication of DE202015010050U1 publication Critical patent/DE202015010050U1/de
Anticipated expiration legal-status Critical
Expired - Lifetime legal-status Critical Current

Links

Classifications

    • 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
    • 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]

Landscapes

  • 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)
  • Signal Processing (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Economics (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • General Business, Economics & Management (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Evolutionary Computation (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • Data Mining & Analysis (AREA)
  • Human Resources & Organizations (AREA)
  • Marketing (AREA)
  • Primary Health Care (AREA)
  • Strategic Management (AREA)
  • Tourism & Hospitality (AREA)
  • Mathematical Physics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Electromagnetism (AREA)
  • Power Engineering (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Supply And Distribution Of Alternating Current (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)
  • Control Of Electric Motors In General (AREA)
  • Operation Control Of Excavators (AREA)
DE202015010050.3U 2014-09-24 2015-09-24 Nutzung von maschinellem Lernen zur Ermittlung nichttechnischer Verluste Expired - Lifetime DE202015010050U1 (de)

Applications Claiming Priority (2)

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

Publications (1)

Publication Number Publication Date
DE202015010050U1 true DE202015010050U1 (de) 2025-06-10

Family

ID=55582024

Family Applications (1)

Application Number Title Priority Date Filing Date
DE202015010050.3U Expired - Lifetime DE202015010050U1 (de) 2014-09-24 2015-09-24 Nutzung von maschinellem Lernen zur Ermittlung nichttechnischer Verluste

Country Status (10)

Country Link
US (4) US10296843B2 (enExample)
EP (2) EP3198529A4 (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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CA2936212A1 (fr) 2016-07-14 2018-01-14 Hydro-Quebec Detection de non-conformites electriques par observation d'ecarts a une modelisation de reseau
US10212024B2 (en) * 2017-06-02 2019-02-19 Sas Institute Inc. Techniques for multi-stage analysis of measurement data with event stream processing
US11067618B2 (en) * 2017-07-20 2021-07-20 The Southern Company Systems and methods of diagnosing root causes of anomalous AMI information
US10969413B2 (en) 2017-10-13 2021-04-06 Honeywell International Inc. Energy theft detection device
US10637239B2 (en) 2017-10-13 2020-04-28 Honeywell International Inc. Utility network monitoring device
EP3518152B1 (en) * 2018-01-29 2025-12-10 Panasonic Intellectual Property Corporation of America Information processing method and information processing system
CA3096405A1 (en) * 2018-04-09 2019-10-17 Veda Data Solutions, Inc. Processing personal data using machine learning algorithms, and applications thereof
US11062036B2 (en) * 2018-05-11 2021-07-13 Paypal, Inc. System and method for generating privacy data containment and reporting
US11562315B2 (en) 2018-08-31 2023-01-24 Accenture Global Solutions Limited Detecting an issue related to a report
WO2020056390A1 (en) * 2018-09-15 2020-03-19 Quantum Star Technologies LLC Bit-level data generation and artificial intelligence techniques and architectures for data protection
US10713143B1 (en) * 2019-06-24 2020-07-14 Accenture Global Solutions Limited Calibratable log projection and error remediation system
EP4645014A2 (en) * 2019-09-11 2025-11-05 C3.ai, Inc. Methods, system and medium for predicting manufacturing process risks
KR102126577B1 (ko) * 2019-10-29 2020-06-25 (주)대은 다채널 모듈센서를 이용한 태양광발전 모니터링 시스템
US20220269784A1 (en) 2021-02-25 2022-08-25 Quantum Star Technologies Inc. N-dimensional model techniques and architectures for data protection
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US12468961B2 (en) 2021-11-30 2025-11-11 T-Mobile Usa, Inc. Algorithm selector for profiling application usage based on network signals
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KR20250062948A (ko) * 2023-10-31 2025-05-08 서울과학기술대학교 산학협력단 다종 에너지 이상 소비량 탐지 장치, 방법 및 기록매체

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Also Published As

Publication number Publication date
EP4557207A2 (en) 2025-05-21
CN113918139B (zh) 2025-06-20
US20190340535A1 (en) 2019-11-07
CN106716454B (zh) 2021-08-17
US10296843B2 (en) 2019-05-21
MX2017003142A (es) 2017-09-12
AU2015320559A1 (en) 2017-03-23
CN106716454A (zh) 2017-05-24
US20230027296A1 (en) 2023-01-26
EP3198529A1 (en) 2017-08-02
WO2016049369A1 (en) 2016-03-31
KR20170060031A (ko) 2017-05-31
US11449315B2 (en) 2022-09-20
JP2017536604A (ja) 2017-12-07
EP4557207A3 (en) 2025-09-10
CA2962226A1 (en) 2016-03-31
US11886843B2 (en) 2024-01-30
EP3198529A4 (en) 2018-05-02
JP6734265B2 (ja) 2020-08-05
US20240045659A1 (en) 2024-02-08
CN113918139A (zh) 2022-01-11
US20180107941A1 (en) 2018-04-19

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R152 Utility model maintained after payment of third maintenance fee after eight years
R207 Utility model specification
R071 Expiry of right