CN103675378A - A non-intruding-type household-used electric load decomposition method and an apparatus - Google Patents
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- 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
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B70/00—Technologies for an efficient end-user side electric power management and consumption
- Y02B70/30—Systems integrating technologies related to power network operation and communication or information technologies for improving the carbon footprint of the management of residential or tertiary loads, i.e. smart grids as climate change mitigation technology in the buildings sector, including also the last stages of power distribution and the control, monitoring or operating management systems at local level
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- 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
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/40—Display of information, e.g. of data or controls
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- 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
- Y04S20/20—End-user application control systems
- Y04S20/242—Home appliances
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CN201310434292.5A CN103675378B (en) | 2013-09-23 | 2013-09-23 | A kind of non-intrusion type household electricity load decomposition method and device |
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CN201310434292.5A CN103675378B (en) | 2013-09-23 | 2013-09-23 | A kind of non-intrusion type household electricity load decomposition method and device |
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CN103675378A true CN103675378A (en) | 2014-03-26 |
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Cited By (37)
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CN104518567A (en) * | 2014-11-26 | 2015-04-15 | 国家电网公司 | Online tracking method and device of user equipment states |
CN104635500A (en) * | 2014-12-02 | 2015-05-20 | 深圳市金正方科技股份有限公司 | Internet-of-Things smart home based customized household electricity utilization planning system and method |
CN105404784A (en) * | 2015-12-07 | 2016-03-16 | 河南许继仪表有限公司 | Non-invasive power load decomposition method |
CN105514984A (en) * | 2015-12-07 | 2016-04-20 | 河南许继仪表有限公司 | Plug-and-play non-intrusive load decomposition device |
CN105529700A (en) * | 2015-12-07 | 2016-04-27 | 河南许继仪表有限公司 | Non-invasive online load decomposition device |
CN106093652A (en) * | 2016-07-07 | 2016-11-09 | 天津求实智源科技有限公司 | A kind of non-intrusive electrical load monitoring System and method for possessing self-learning function |
CN106443233A (en) * | 2016-08-26 | 2017-02-22 | 北京电力经济技术研究院 | Non-invasive steady-state load monitoring method |
CN106603676A (en) * | 2016-12-20 | 2017-04-26 | 武汉大学 | Noninvasive load monitoring service master station system |
CN107064663A (en) * | 2016-02-11 | 2017-08-18 | Ls 产电株式会社 | System For Monitoring Electric Energy |
CN107171435A (en) * | 2017-03-20 | 2017-09-15 | 国网浙江义乌市供电公司 | Power distribution network monitors energy conserving system |
WO2017211288A1 (en) * | 2016-06-07 | 2017-12-14 | 李祖毅 | Non-intrusive online real-time power load identification method and identification system |
CN107578288A (en) * | 2017-09-08 | 2018-01-12 | 东南大学 | A kind of non-intrusion type load decomposition method for considering user power utilization pattern differentials |
CN108197425A (en) * | 2018-01-19 | 2018-06-22 | 北京工业大学 | A kind of intelligent grid data resolving method based on Non-negative Matrix Factorization |
CN108594008A (en) * | 2018-04-16 | 2018-09-28 | 西安交通大学 | A kind of non-intrusion type load decomposition data collecting system based on STM32 and LabVIEW |
CN108964016A (en) * | 2018-06-04 | 2018-12-07 | 东南大学 | The consumer electronics operating condition recognition methods of meter and discrete total electricity consumption data |
CN109374962A (en) * | 2018-10-12 | 2019-02-22 | 四川长虹电器股份有限公司 | A method of the unloaded power consumption based on appliance power decomposes |
CN109447179A (en) * | 2018-11-13 | 2019-03-08 | 广州凌正信息科技有限公司 | Community's Property Management System based on big data |
CN109596912A (en) * | 2018-11-21 | 2019-04-09 | 河海大学 | A kind of decomposition method of non-intrusion type power load |
CN109685552A (en) * | 2018-12-06 | 2019-04-26 | 国网山东省电力公司青岛供电公司 | The analysis of non-intrusion type residential electricity consumption efficiency and method of servicing |
CN110018369A (en) * | 2019-03-05 | 2019-07-16 | 天津工业大学 | A kind of household electrical appliances intelligent recognition and monitoring method based on non-intrusion type load decomposition |
CN110060369A (en) * | 2019-04-03 | 2019-07-26 | 国网福建省电力有限公司 | A kind of Distribution Network Communication data interaction monitoring system |
CN110288113A (en) * | 2019-03-19 | 2019-09-27 | 浙江工业大学 | A kind of non-intrusion type load intelligent identifying system |
CN110297137A (en) * | 2019-06-12 | 2019-10-01 | 国网浙江省电力有限公司电力科学研究院 | A kind of module having non-intrusion type load monitoring function |
CN110488085A (en) * | 2019-04-30 | 2019-11-22 | 广东石油化工学院 | A kind of detection method and device of the load switch event based on Mode Decomposition |
CN110579732A (en) * | 2019-10-18 | 2019-12-17 | 华立科技股份有限公司 | System for testing load recognition function |
CN110596453A (en) * | 2019-08-26 | 2019-12-20 | 威胜集团有限公司 | Electromagnetic induction eddy current heating equipment start monitoring method and device and storage medium |
CN110912265A (en) * | 2019-11-08 | 2020-03-24 | 广西电网有限责任公司电力科学研究院 | Modular load power consumption information acquisition device |
CN111080478A (en) * | 2019-12-11 | 2020-04-28 | 吉林同益光电科技有限公司 | Client side enhancement system based on power supply enterprise marketing service |
CN111311434A (en) * | 2020-02-14 | 2020-06-19 | 广州水沐青华科技有限公司 | Method and device for separating loads of electric equipment, computer equipment and storage medium |
CN111736012A (en) * | 2020-08-20 | 2020-10-02 | 国网浙江省电力有限公司湖州供电公司 | Non-invasive power load identification method and system |
CN112379159A (en) * | 2020-11-09 | 2021-02-19 | 北华航天工业学院 | Non-invasive household load decomposition method based on electric appliance operation mode |
CN112821380A (en) * | 2020-12-31 | 2021-05-18 | 广东电网有限责任公司 | Non-invasive load identification method and system based on multi-channel filling matrix |
CN112883545A (en) * | 2021-01-13 | 2021-06-01 | 吉林大学 | Simulation method of power load waveform |
CN113050486A (en) * | 2021-03-12 | 2021-06-29 | 南京工程学院 | Electric power system edge calculation and data distribution device based on industrial personal computer |
CN113363974A (en) * | 2021-06-16 | 2021-09-07 | 广东电网有限责任公司 | Resident load composition analysis method and device based on accumulated electric quantity low-frequency sampling |
CN114119273A (en) * | 2021-11-10 | 2022-03-01 | 山东大学 | Park comprehensive energy system non-invasive load decomposition method and system |
CN115018217A (en) * | 2022-08-09 | 2022-09-06 | 国网山东省电力公司东营市河口区供电公司 | Photovoltaic transmission management method and system |
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CN101282040A (en) * | 2008-05-09 | 2008-10-08 | 天津大学 | Method for real time sorting non-intrusion type electric load |
CN101567559A (en) * | 2009-06-04 | 2009-10-28 | 天津天大求实电力新技术股份有限公司 | Tabular method of non-intrusive electrical load decomposition |
CN101576580A (en) * | 2009-06-04 | 2009-11-11 | 天津天大求实电力新技术股份有限公司 | Non-invasive unitized current on-line measurement method of electric equipment |
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Cited By (53)
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CN104518567B (en) * | 2014-11-26 | 2016-11-23 | 国家电网公司 | A kind of electrical equipment state on-line tracing method |
CN104518567A (en) * | 2014-11-26 | 2015-04-15 | 国家电网公司 | Online tracking method and device of user equipment states |
CN104635500A (en) * | 2014-12-02 | 2015-05-20 | 深圳市金正方科技股份有限公司 | Internet-of-Things smart home based customized household electricity utilization planning system and method |
CN105514984A (en) * | 2015-12-07 | 2016-04-20 | 河南许继仪表有限公司 | Plug-and-play non-intrusive load decomposition device |
CN105529700A (en) * | 2015-12-07 | 2016-04-27 | 河南许继仪表有限公司 | Non-invasive online load decomposition device |
CN105514984B (en) * | 2015-12-07 | 2018-12-28 | 河南许继仪表有限公司 | A kind of non-intrusion type load decomposition device of plug and play |
CN105404784A (en) * | 2015-12-07 | 2016-03-16 | 河南许继仪表有限公司 | Non-invasive power load decomposition method |
CN105529700B (en) * | 2015-12-07 | 2019-02-12 | 河南许继仪表有限公司 | A kind of online load decomposition device of non-intrusion type |
CN105404784B (en) * | 2015-12-07 | 2017-11-03 | 河南许继仪表有限公司 | A kind of non-intrusive electrical load decomposition method |
CN107064663A (en) * | 2016-02-11 | 2017-08-18 | Ls 产电株式会社 | System For Monitoring Electric Energy |
WO2017211288A1 (en) * | 2016-06-07 | 2017-12-14 | 李祖毅 | Non-intrusive online real-time power load identification method and identification system |
CN106093652A (en) * | 2016-07-07 | 2016-11-09 | 天津求实智源科技有限公司 | A kind of non-intrusive electrical load monitoring System and method for possessing self-learning function |
CN106093652B (en) * | 2016-07-07 | 2019-03-29 | 天津求实智源科技有限公司 | A kind of non-intrusive electrical load monitoring System and method for having self-learning function |
CN106443233A (en) * | 2016-08-26 | 2017-02-22 | 北京电力经济技术研究院 | Non-invasive steady-state load monitoring method |
CN106603676A (en) * | 2016-12-20 | 2017-04-26 | 武汉大学 | Noninvasive load monitoring service master station system |
CN107171435A (en) * | 2017-03-20 | 2017-09-15 | 国网浙江义乌市供电公司 | Power distribution network monitors energy conserving system |
CN107578288B (en) * | 2017-09-08 | 2020-09-18 | 东南大学 | Non-invasive load decomposition method considering user power consumption mode difference |
CN107578288A (en) * | 2017-09-08 | 2018-01-12 | 东南大学 | A kind of non-intrusion type load decomposition method for considering user power utilization pattern differentials |
CN108197425B (en) * | 2018-01-19 | 2019-09-03 | 北京工业大学 | A kind of smart grid data resolving method based on Non-negative Matrix Factorization |
CN108197425A (en) * | 2018-01-19 | 2018-06-22 | 北京工业大学 | A kind of intelligent grid data resolving method based on Non-negative Matrix Factorization |
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CN108964016B (en) * | 2018-06-04 | 2021-09-28 | 东南大学 | User electric appliance operation condition identification method considering discrete total power consumption data |
CN109374962A (en) * | 2018-10-12 | 2019-02-22 | 四川长虹电器股份有限公司 | A method of the unloaded power consumption based on appliance power decomposes |
CN109447179A (en) * | 2018-11-13 | 2019-03-08 | 广州凌正信息科技有限公司 | Community's Property Management System based on big data |
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CN109596912A (en) * | 2018-11-21 | 2019-04-09 | 河海大学 | A kind of decomposition method of non-intrusion type power load |
CN109685552A (en) * | 2018-12-06 | 2019-04-26 | 国网山东省电力公司青岛供电公司 | The analysis of non-intrusion type residential electricity consumption efficiency and method of servicing |
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CN110018369B (en) * | 2019-03-05 | 2021-01-26 | 天津工业大学 | Intelligent household appliance identification and monitoring method based on non-invasive load decomposition |
CN110288113A (en) * | 2019-03-19 | 2019-09-27 | 浙江工业大学 | A kind of non-intrusion type load intelligent identifying system |
CN110060369A (en) * | 2019-04-03 | 2019-07-26 | 国网福建省电力有限公司 | A kind of Distribution Network Communication data interaction monitoring system |
CN110488085A (en) * | 2019-04-30 | 2019-11-22 | 广东石油化工学院 | A kind of detection method and device of the load switch event based on Mode Decomposition |
CN110297137A (en) * | 2019-06-12 | 2019-10-01 | 国网浙江省电力有限公司电力科学研究院 | A kind of module having non-intrusion type load monitoring function |
CN110596453B (en) * | 2019-08-26 | 2021-07-06 | 威胜集团有限公司 | Electromagnetic induction eddy current heating equipment start monitoring method and device and storage medium |
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CN110579732A (en) * | 2019-10-18 | 2019-12-17 | 华立科技股份有限公司 | System for testing load recognition function |
CN110912265A (en) * | 2019-11-08 | 2020-03-24 | 广西电网有限责任公司电力科学研究院 | Modular load power consumption information acquisition device |
CN110912265B (en) * | 2019-11-08 | 2021-02-23 | 广西电网有限责任公司电力科学研究院 | Modular load power consumption information acquisition device |
CN111080478A (en) * | 2019-12-11 | 2020-04-28 | 吉林同益光电科技有限公司 | Client side enhancement system based on power supply enterprise marketing service |
CN111311434A (en) * | 2020-02-14 | 2020-06-19 | 广州水沐青华科技有限公司 | Method and device for separating loads of electric equipment, computer equipment and storage medium |
CN111736012A (en) * | 2020-08-20 | 2020-10-02 | 国网浙江省电力有限公司湖州供电公司 | Non-invasive power load identification method and system |
CN111736012B (en) * | 2020-08-20 | 2021-01-05 | 国网浙江省电力有限公司湖州供电公司 | Non-invasive power load identification method and system |
CN112379159A (en) * | 2020-11-09 | 2021-02-19 | 北华航天工业学院 | Non-invasive household load decomposition method based on electric appliance operation mode |
CN112821380A (en) * | 2020-12-31 | 2021-05-18 | 广东电网有限责任公司 | Non-invasive load identification method and system based on multi-channel filling matrix |
CN112883545A (en) * | 2021-01-13 | 2021-06-01 | 吉林大学 | Simulation method of power load waveform |
CN113050486A (en) * | 2021-03-12 | 2021-06-29 | 南京工程学院 | Electric power system edge calculation and data distribution device based on industrial personal computer |
CN113363974A (en) * | 2021-06-16 | 2021-09-07 | 广东电网有限责任公司 | Resident load composition analysis method and device based on accumulated electric quantity low-frequency sampling |
CN113363974B (en) * | 2021-06-16 | 2023-01-20 | 广东电网有限责任公司 | Method and device for analyzing residential load composition based on accumulated electric quantity low-frequency sampling |
CN114119273A (en) * | 2021-11-10 | 2022-03-01 | 山东大学 | Park comprehensive energy system non-invasive load decomposition method and system |
CN114119273B (en) * | 2021-11-10 | 2024-09-13 | 山东大学 | Non-invasive load decomposition method and system for park comprehensive energy system |
CN115018217A (en) * | 2022-08-09 | 2022-09-06 | 国网山东省电力公司东营市河口区供电公司 | Photovoltaic transmission management method and system |
CN115018217B (en) * | 2022-08-09 | 2022-10-25 | 国网山东省电力公司东营市河口区供电公司 | Photovoltaic transmission management method and system |
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