CN109255554A - A kind of low pressure matches electricity consumption monitoring and management system - Google Patents

A kind of low pressure matches electricity consumption monitoring and management system Download PDF

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Publication number
CN109255554A
CN109255554A CN201811187735.4A CN201811187735A CN109255554A CN 109255554 A CN109255554 A CN 109255554A CN 201811187735 A CN201811187735 A CN 201811187735A CN 109255554 A CN109255554 A CN 109255554A
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China
Prior art keywords
acquisition
module
data
low pressure
electricity consumption
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Pending
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CN201811187735.4A
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Chinese (zh)
Inventor
田正稳
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JIANGSU YAWEI TRANSFORMER CO Ltd
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JIANGSU YAWEI TRANSFORMER CO Ltd
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Priority to CN201811187735.4A priority Critical patent/CN109255554A/en
Publication of CN109255554A publication Critical patent/CN109255554A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/06Electricity, gas or water supply
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P80/00Climate change mitigation technologies for sector-wide applications
    • Y02P80/10Efficient use of energy, e.g. using compressed air or pressurized fluid as energy carrier
    • YGENERAL 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
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02PCLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
    • Y02P90/00Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
    • Y02P90/80Management or planning
    • Y02P90/82Energy audits or management systems therefor

Abstract

The present invention provides a kind of low pressure to match electricity consumption monitoring and management system, it is characterised in that including the first acquisition module, the second acquisition module, acquisition terminal, data acquisition processing system, cloud platform, user terminal;The data acquisition processing system includes real-time power module, electrical energy consumption analysis module, efficiency computing module, information management module;The real time data of acquisition terminal is collected and stored to data acquisition processing system, provides report and analysis data by electrical energy consumption analysis module and efficiency computing module;User terminal login system software obtains real-time and historical data, analysis report etc.;The data acquisition processing system is connect with sale of electricity enterprise management platform.The application can be stored, and fault point is accurately positioned and judged in failure with the data of each collection point of real-time collecting, be reminded by cell phone application or website, related personnel is notified to reach in-situ processing failure at the first time by the way that several acquisition modules are arranged;Business electrical is analyzed, production capacity is assessed.

Description

A kind of low pressure matches electricity consumption monitoring and management system
Technical field
The present invention relates to match electricity consumption monitoring and management system with power consumption management technical field more particularly to a kind of low pressure.
Background technique
With the propulsion of electric Power Reform, under imbalance between supply and demand background outstanding, electricity needs management is by various circles of society Extensive concern.It improves power consumption efficiency, save grid electricity fee cost, optimization electrical characteristics, improve Electrical Safety etc., have become each electricity consumption The common recognition of client or even the whole society.
Current low voltage distribution monitoring management system is related to measurement and control to low voltage electrical equipment, these systems are general Data acquisition is carried out by various instrument and meters, such as multifunctional electric meter, Temperature Humidity Sensor, relay protector, kilowatt-hour meter Deng, realize the acquisition and storage of the operating status and operating parameter of low-voltage distribution system, and client with figure (waveform diagram, Bar chart, pie chart), table show related data, the operating status of associated appliance is shown in the form of analog circuit and spelling words intellectual. The normal range (NR) of related data is provided in system background, when measurement data exceeds the corresponding normal range (NR), from trend User client pushes warning message, and timing provides a user relevant data sheet.
With the development of cloud platform technology, technology of Internet of things and the communication technology, so that comprehensive each to step down side Return, be at different levels, each phase distribution line is monitored on-line, acquire electrical operation data in real time and circuit, hierarchical, split-phase divided to calculate Loss is possibly realized.Based on the above reasons, what one kind can monitor low-voltage network on-line and manage be badly in need of in power supply bureau Means reduce O&M cost to improve its management level, while ensureing power supply reliability, improve Controlling line loss level, realize Load fine-grained management, it is final to improve power consumer satisfaction.The opening of sale of electricity, it is even more pre- in power demand to customer electricity Survey, business electrical management, more stringent requirements are proposed for power supply service.
But current monitoring power distribution management system intelligent information degree is not high, most of system is only suitable for single station Point uses, and cannot manage concentratedly to multi-site, be unfavorable for the unified monitoring management of regional distribution system;Hardware expanding It can not be high;Historical data storage time is short;Data transmission timeliness is difficult to ensure;The prior art is not able to satisfy the need of social development It asks, fails pointedly to solve the problems, such as that the customer electricity management of the power supply services enterprise such as sale of electricity enterprise is difficult.
Summary of the invention
To overcome intelligent information degree existing in the prior art not high and sale of electricity business administration customer electricity is difficult asks Topic, the present invention provides a kind of low pressure to match electricity consumption monitoring and management system.
A kind of low pressure matches electricity consumption monitoring and management system, including the first acquisition module, the second acquisition module, acquisition terminal, Data acquisition processing system, cloud platform, user terminal;The data acquisition processing system includes real-time power module, electricity consumption point Analyse module, efficiency computing module, information management module;Data acquisition processing system is collected and stores the real-time number of acquisition terminal According to by electrical energy consumption analysis module and efficiency computing module offer report and analysis data;User terminal login system software obtains Real time data, historical data, analysis report etc..
In the preferred embodiment of the present invention, first acquisition module and the second acquisition module are installed on switchgear It is interior, at least one acquisition module is both provided in the switchgear in each use, the acquisition module uses current transformer It acquires real-time current, voltage data, communications protocol is equipped in first acquisition module and second acquisition module converts The data of acquisition are uploaded to the acquisition system end by the wireless modes such as ZigBee or bluetooth or Wi-Fi connection by device End.
In the preferred embodiment of the present invention, first acquisition module and the cable connection for being lower than 380V, described the Two acquisition modules and the cable connection for being higher than 380V.
In the preferred embodiment of the present invention, the acquisition terminal is set to the first acquisition module and the second acquisition module Near, it is provided with communication protocol converter in the acquisition terminal, ZigBee or bluetooth or Wi-Fi connection etc. can be passed through The data of wireless communication networks reception the first acquisition module and the second acquisition module.
In the preferred embodiment of the present invention, the acquisition terminal is provided with first memory and SD module.
In the preferred embodiment of the present invention, the acquisition terminal is connected with multiple first acquisition modules and multiple second Acquisition module, the data acquisition processing system are connected with multiple acquisition terminals.
In the preferred embodiment of the present invention, the data acquisition processing system is additionally provided with second memory, communication association Discuss converter, SD module.
In the preferred embodiment of the present invention, the data acquisition processing system is connect with ups power.
In the preferred embodiment of the present invention, the user terminal uses webpage and cell phone application mode, and the user is whole End is connect with data acquisition processing system by cloud platform.
In the preferred embodiment of the present invention, the system can also access the efficiency acquisition management platform of government and sell Electric enterprise management platform.
Compared with prior art, the beneficial effects of the present invention are:
(1) the application uses multiple acquisition modules, fault point accurately can be positioned and be judged, pass through mobile phone APP or website are reminded, and related personnel can be notified to reach in-situ processing failure at the first time;
(2) electricity unit can specify the real-time electricity consumption situation of somewhere workshop somewhere process and history electricity consumption situation, calculate single Plane accumulates production capacity energy consumption, can analyze the electricity consumption of somewhere process, certain workshop or even entire enterprise;
(3) by real-time data analysis, it is horizontal that three-phase load in sale of electricity enterprise power supply route can intuitively be reflected;
(4) user terminal and data acquisition processing system are connected by cloud platform, can inquired at any time without geographical restrictions The information such as data;
(5) acquisition terminal and data acquisition processing system are equipped with SD module as continuing to employ in advance and further enhance hardware Scalability;
(6) it is docked with sale of electricity enterprise, more conducively sale of electricity enterprise is to power supply and distribution management.
Detailed description of the invention
Fig. 1 is the module frame chart that a kind of low pressure of the present invention matches electricity consumption monitoring and one preferred embodiment of management system.
Specific embodiment
Below in conjunction with drawings and examples, the present invention will be described in further detail.It should be appreciated that described herein Specific examples are only used to explain the present invention, is not intended to limit the present invention.
Fig. 1 is please referred to, is an a kind of preferred embodiment with electricity consumption monitoring and management system of the application, including the first acquisition Module, the second acquisition module, acquisition terminal, data acquisition processing system, cloud platform, user terminal;The data acquisition process System includes real-time power module, electrical energy consumption analysis module, efficiency computing module, information management module;Data acquisition processing system The real time data for collecting and storing acquisition terminal provides report and analysis number by electrical energy consumption analysis module and efficiency computing module According to;User terminal login system software obtains real time data, historical data, analysis report etc..
In the present embodiment, first acquisition module and the second acquisition module are installed in switchgear, each use In switchgear in be both provided at least one acquisition module, the acquisition module acquires real-time electricity using current transformer Communication protocol converter is equipped in stream, voltage data, first acquisition module and second acquisition module, by the number of acquisition The acquisition system terminal is uploaded to according to by the wireless modes such as ZigBee or bluetooth or Wi-Fi connection.
Further, it is both provided at least one collector in each switchgear, the electricity of each primary cord can be measured Stream, voltage.
In the present embodiment, first acquisition module be lower than 380V cable connection, second acquisition module with Cable connection higher than 380V.
In the present embodiment, the acquisition terminal is set near the first acquisition module and the second acquisition module, described to adopt It is provided with communication protocol converter in collection terminal, the radio communication networks such as ZigBee or bluetooth or Wi-Fi connection can be passed through The data of network reception the first acquisition module and the second acquisition module.
In the present embodiment, the acquisition terminal is provided with first memory and SD module, and SD module is added as reserved With further enhancing the scalability of hardware.
In the present embodiment, the acquisition terminal is connected with multiple first acquisition modules and multiple second acquisition modules, institute It states data acquisition processing system and is connected with multiple acquisition terminals.
In the present embodiment, the data acquisition processing system includes real-time power module, electrical energy consumption analysis module, efficiency meter Calculate module, information management module, second memory, communication protocol converter module, SD module.
Further, SD module is added as continuing to employ in advance, further enhances the scalability of hardware.
Further, real-time power module can check electricity consumption overview, check of that month total electricity, work as maximum monthly load, entirely Face understands enterprise and produces the situation that goes into operation;It supports on-line monitoring, record typing on duty and anomalous event inquiry, can quickly grasp electricity The distribution situation and realization electricity consumption dynamic monitoring of energy;It can check the situation of change of the electric power index of monitoring point, support number in real time According to, historical data and integrated data inquiry, the inquiry of the daily sheet and moon sheet of single channel monitoring point and comprehensive monitoring point is supported;It can be with It was found that multiplexing electric abnormality, including rate of qualified voltage, voltage (electric current) are out-of-limit, three-phase imbalance, power factor (PF) section, harmonic distortion and Unit, meter threshold value transfinite.
Further, electrical energy consumption analysis module summarizes including overall electricity consumption situation, enterprise's electricity aggregate query, enterprise's load Inquiry, electricity comprehensive analysis, route analysis of electric power consumption, customized unit analysis of electric power consumption, the analysis of electricity electricity charge peak valley, electricity charge list It analyzes, the mode of applying to install is analyzed, electricity bill typing, loss analysis.
Further, overall electricity consumption situation is to look at moon electricity and the visible registration of electricity charge list;
Further, enterprise's electricity aggregate query, sets according to User window, and enterprise 15 is shown in the form of histogram Minute electricity consumption situation of change;
Further, enterprise's load aggregate query, sets according to User window, real with curve form reflection enterprise's load When situation of change, provide safety monitoring of the user to main transformer by the dynamic refresh of rate of load condensate, long term overloading avoided to cause to give birth to It produces and interrupts;
Further, enterprise's electricity comprehensive analysis monitors different main transformer operation conditions, is used by rate of load condensate analysis and guidance Realize transformer economic operation in family;
Further, mechanism analysis of electric power consumption is checked, analyzes current period point, peak, flat, paddy electricity amount distribution and assimilation, ring ratio Variation;
Further, route analysis of electric power consumption shows different monitoring points electricity consumption with total, branch and power supply hierarchical manner Amount realizes that electric equilibrium calculates, and effectively note abnormalities loss or " power stealing " phenomenon, and user is instructed therefrom to find effectively section expense point;
Further, customized unit analysis of electric power consumption supports the configuration of monitoring point flexible combination, is conducive to garden property and uses Multilist cumulative clearing form in family carries out coulometric analysis;
Further, electricity electricity charge peak valley is analyzed, point, peak, flat, paddy electricity amount and electricity charge Synchronization Analysis;
Further, electricity charge list is analyzed, and electricity charge list is clearly decomposed into basic charge as per installed capacity, power cost and the power tune electricity charge, User is allowed to be borne in mind monthly charge;
Further, it applies to install mode to analyze, basic charge as per installed capacity is charged by basic capacity and Synchronization Analysis is done in requirement charge It compares, finds equalization point by comparing, make user apply changing charge method in time, avoiding need not caused by improper charge method It loses;
Further, electricity bill typing supports user to be manually entered charge document;
Further, loss analysis supports route, mechanism and the loss of customized unit.
In the present embodiment, it is possible to computing module is imitated, it can be with unit of account area energy consumption and unit production capacity energy consumption.
In the present embodiment, information management module can manage enterprise's base profile, meter archives, electricity price and limit value record Enter, it can be with the customized system page, modification system password etc..
In the present embodiment, the data acquisition processing system is connect with ups power.
In the present embodiment, the user terminal uses webpage and cell phone application mode, and the user terminal and data acquire Processing system is connected by cloud platform, and for the data acquisition processing system to cloud platform synchrodata, the user terminal can be with Data are read from cloud platform.
In the present embodiment, the system can also access the efficiency acquisition management platform of government and sale of electricity business administration is put down Platform facilitates the centralized management of government and sale of electricity enterprise.
Further, sale of electricity enterprise is according to the data analysis prediction model with electricity consumption monitoring and management system, analysis It predicts power load, differentiated service can be provided for different user, the different reduction electricity charge are formulated such as different user Approach, or according to the electric power scale of sale of electricity company, formulation is conducive to company and the fare paths of user;According to the number of acquisition According to, it predicts under various condition elements, the failure that equipment is likely to occur, or according to previous safety accident, prejudged in advance, And early warning is provided, to ensure safety utilization of electric power.
Compared with prior art, the beneficial effects of the present invention are:
(1) the application uses multiple acquisition modules, fault point accurately can be positioned and be judged, pass through mobile phone APP or website are reminded, and related personnel can be notified to reach in-situ processing failure at the first time;
(2) electricity unit can specify the real-time electricity consumption situation of somewhere workshop somewhere process and history electricity consumption situation, calculate single Plane accumulates production capacity energy consumption, can analyze the electricity consumption of somewhere process, certain workshop or even entire enterprise;
(3) by real-time data analysis, it is horizontal that three-phase load in sale of electricity enterprise power supply route can intuitively be reflected;
(4) user terminal and data acquisition processing system are connected by cloud platform, can inquired at any time without geographical restrictions The information such as data;
(5) acquisition terminal and data acquisition processing system are equipped with SD module as continuing to employ in advance and further enhance hardware Scalability;
(6) it is docked with sale of electricity enterprise, more conducively sale of electricity enterprise is to power supply and distribution management.
The preferred embodiment of the present invention has shown and described in above description, as previously described, it should be understood that the present invention is not office Be limited to form disclosed herein, should not be regarded as an exclusion of other examples, and can be used for various other combinations, modification and Environment, and can be changed within that scope of the inventive concept describe herein by the above teachings or related fields of technology or knowledge It is dynamic.And changes and modifications made by those skilled in the art do not depart from the spirit and scope of the present invention, then it all should be appended by the present invention In scope of protection of the claims.

Claims (10)

1. a kind of low pressure matches electricity consumption monitoring and management system, it is characterised in that including the first acquisition module, the second acquisition module, adopt Collect terminal, data acquisition processing system, cloud platform, user terminal;The data acquisition processing system include real-time power module, Electrical energy consumption analysis module, efficiency computing module, information management module;Data acquisition processing system is collected and stores the reality of acquisition terminal When data, provide report and analysis data by electrical energy consumption analysis module and efficiency computing module;User terminal login system software Obtain real time data, historical data, analysis report etc..
2. a kind of low pressure according to claim 1 matches electricity consumption monitoring and management system, it is characterised in that: first acquisition Module and the second acquisition module are installed in switchgear, at least one acquisition mould is both provided in the switchgear in each use Block, the acquisition module acquire real-time current, voltage data, first acquisition module and described using current transformer It is equipped with communication protocol converter in two acquisition modules, the data of acquisition are passed through into ZigBee or bluetooth or Wi-Fi connection etc. Wireless mode is uploaded to the acquisition system terminal.
3. a kind of low pressure according to claim 1 matches electricity consumption monitoring and management system, it is characterised in that: first acquisition Module and the cable connection for being lower than 380V, second acquisition module and the cable connection for being higher than 380V.
4. a kind of low pressure according to claim 1 matches electricity consumption monitoring and management system, it is characterised in that: the acquisition terminal It is set near the first acquisition module and the second acquisition module, is provided with communication protocol converter in the acquisition terminal, it can be with The first acquisition module and the second acquisition module are received by the wireless communication networks such as ZigBee or bluetooth or Wi-Fi connection Data.
5. a kind of low pressure according to claim 1 matches electricity consumption monitoring and management system, it is characterised in that: the acquisition terminal It is provided with first memory and SD module.
6. a kind of low pressure according to claim 1 matches electricity consumption monitoring and management system, it is characterised in that: the acquisition terminal It is connected with multiple first acquisition modules and multiple second acquisition modules, the data acquisition processing system is connected with multiple acquisitions eventually End.
7. a kind of low pressure according to claim 1 matches electricity consumption monitoring and management system, it is characterised in that: the data acquisition Processing system is additionally provided with second memory, communication protocol converter, SD module.
8. a kind of low pressure according to claim 1 matches electricity consumption monitoring and management system, it is characterised in that: the data acquisition Processing system is connect with ups power.
9. a kind of low pressure according to claim 1 matches electricity consumption monitoring and management system, it is characterised in that: the user terminal Using webpage and cell phone application mode, the user terminal is connect with data acquisition processing system by cloud platform.
10. a kind of low pressure according to claim 1 matches electricity consumption monitoring and management system, it is characterised in that: the system is also The efficiency acquisition management platform and sale of electricity enterprise management platform of government can be accessed.
CN201811187735.4A 2018-10-12 2018-10-12 A kind of low pressure matches electricity consumption monitoring and management system Pending CN109255554A (en)

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Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109713800A (en) * 2019-02-25 2019-05-03 贵州泰永长征技术股份有限公司 A kind of low voltage power distribution network data collection system based on intelligent cloud management
CN111090023A (en) * 2019-12-13 2020-05-01 国网浙江江山市供电有限公司 Low-voltage power failure monitoring system
CN111831680A (en) * 2020-06-18 2020-10-27 国网河北省电力有限公司石家庄供电分公司 Electric power data processing system based on big data platform
CN112215724A (en) * 2020-10-23 2021-01-12 重庆唯此科技有限公司 Terminal safety power consumption wisdom management system
CN112686723A (en) * 2020-12-21 2021-04-20 苏州沪港科技股份有限公司 Monitoring system and monitoring method for electricity selling
CN112734245A (en) * 2021-01-14 2021-04-30 深圳市深电能售电有限公司 Low-voltage power distribution loop monitoring method, device and equipment
CN113241847A (en) * 2021-03-23 2021-08-10 广东鹰视能效科技有限公司 Power distribution and electric equipment power operation data acquisition and online monitoring system
CN114462838A (en) * 2022-01-25 2022-05-10 山东宇通电气集团坤和电力工程有限公司 Enterprise power consumption efficiency monitoring and management system
CN114945030A (en) * 2022-03-28 2022-08-26 南京汉德数字孪生技术研究院有限公司 Intelligent security power consumption remote monitering system based on cloud platform

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CN104993585A (en) * 2015-06-11 2015-10-21 国家电网公司 Intelligent power grid control system
CN207677512U (en) * 2018-04-20 2018-07-31 云南电网有限责任公司丽江供电局 It is a kind of with electricity consumption monitoring and to manage system for power distribution network management

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CN104810923A (en) * 2015-04-23 2015-07-29 江阴长仪集团有限公司 Intelligent power distribution and use integrated terminal based on IEC61850 stipulation
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CN207677512U (en) * 2018-04-20 2018-07-31 云南电网有限责任公司丽江供电局 It is a kind of with electricity consumption monitoring and to manage system for power distribution network management

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109713800A (en) * 2019-02-25 2019-05-03 贵州泰永长征技术股份有限公司 A kind of low voltage power distribution network data collection system based on intelligent cloud management
CN109713800B (en) * 2019-02-25 2022-04-15 贵州泰永长征技术股份有限公司 Low-voltage distribution network data acquisition system based on intelligent cloud management
CN111090023A (en) * 2019-12-13 2020-05-01 国网浙江江山市供电有限公司 Low-voltage power failure monitoring system
CN111831680A (en) * 2020-06-18 2020-10-27 国网河北省电力有限公司石家庄供电分公司 Electric power data processing system based on big data platform
CN112215724A (en) * 2020-10-23 2021-01-12 重庆唯此科技有限公司 Terminal safety power consumption wisdom management system
CN112686723A (en) * 2020-12-21 2021-04-20 苏州沪港科技股份有限公司 Monitoring system and monitoring method for electricity selling
CN112734245A (en) * 2021-01-14 2021-04-30 深圳市深电能售电有限公司 Low-voltage power distribution loop monitoring method, device and equipment
CN113241847A (en) * 2021-03-23 2021-08-10 广东鹰视能效科技有限公司 Power distribution and electric equipment power operation data acquisition and online monitoring system
CN113241847B (en) * 2021-03-23 2024-01-30 广东鹰视能效科技有限公司 Power distribution and electric equipment power operation data acquisition and on-line monitoring system
CN114462838A (en) * 2022-01-25 2022-05-10 山东宇通电气集团坤和电力工程有限公司 Enterprise power consumption efficiency monitoring and management system
CN114945030A (en) * 2022-03-28 2022-08-26 南京汉德数字孪生技术研究院有限公司 Intelligent security power consumption remote monitering system based on cloud platform

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