CN105930952A - Energy consumption analysis and evaluation system for power distribution equipment - Google Patents
Energy consumption analysis and evaluation system for power distribution equipment Download PDFInfo
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- CN105930952A CN105930952A CN201610213810.4A CN201610213810A CN105930952A CN 105930952 A CN105930952 A CN 105930952A CN 201610213810 A CN201610213810 A CN 201610213810A CN 105930952 A CN105930952 A CN 105930952A
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- 238000005265 energy consumption Methods 0.000 title claims abstract description 39
- 238000011156 evaluation Methods 0.000 title abstract 4
- 238000012544 monitoring process Methods 0.000 claims abstract description 77
- 238000007639 printing Methods 0.000 claims abstract description 25
- 230000005611 electricity Effects 0.000 claims description 9
- 230000000694 effects Effects 0.000 abstract description 4
- 230000000737 periodic effect Effects 0.000 abstract 4
- 238000000034 method Methods 0.000 description 6
- 238000004891 communication Methods 0.000 description 4
- 238000011161 development Methods 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 230000005540 biological transmission Effects 0.000 description 2
- 235000013399 edible fruits Nutrition 0.000 description 2
- 238000010276 construction Methods 0.000 description 1
- 238000004134 energy conservation Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000012163 sequencing technique Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
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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
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E40/00—Technologies for an efficient electrical power generation, transmission or distribution
- Y02E40/70—Smart grids as climate change mitigation technology in the energy generation sector
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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
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/80—Management or planning
- Y02P90/82—Energy audits or management systems therefor
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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
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
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Abstract
The invention provides an energy consumption analysis and evaluation system for power distribution equipment and belongs to the electric power system field. According to the energy consumption analysis and evaluation system, a data acquisition terminal acquires power consumption data of the power distribution equipment; a summarization database receives the power consumption data, builds a periodic power consumption table and transmits the periodic power consumption table to a printing terminal and a client end; a monitoring terminal monitors the power consumption data of the power distribution equipment and transmits monitoring results to a regional monitoring host; the regional monitoring host summarizes the monitoring results to obtain a periodic monitoring result, and transmits the periodic monitoring result to the printing terminal and the client end; and the client end grades the power consumption of the power distribution equipment and determines power distribution equipment that is in an excessive power consumption state. According to the energy consumption analysis and evaluation system, the power consumption data and the monitoring results of the power distribution equipment are obtained, so that the power distribution equipment in the excessive power consumption state can be determined, and therefore, complete energy consumption monitoring and energy saving management can be performed on the power distribution equipment, and the informatization level of energy consumption monitoring and management can be improved, and the effects of energy consumption monitoring data can be better exerted.
Description
Technical field
The invention belongs to field of power, assess system particularly to a kind of energy consumption analysis for controller switching equipment
System.
Background technology
Along with the development of economic society, this idea of development of energy-saving and emission-reduction is the most gradually rooted in the hearts of the people.In government
Support and under guiding, reduce equipment energy consumption and become the focus of work of each field staff.Power system is made
For the development pillar of national economy, the work reducing equipment energy consumption more should be walked in epoch forward position.
In the prior art, the loss on power system device relates to electric line loss and transformer loss,
In order to reduce energy consumption in these two aspects, top priority is to accomplish good energy consumption monitoring, in order to according to monitoring knot
Fruit implements conservation measures targetedly.
In current electric power enterprise, energy consumption monitoring theory is also in the stage relatively lagged behind, mainly energy consumption
The monitoring management level of IT application is the highest, causes energy monitoring data cannot fully play effect.
Summary of the invention
In order to solve problem of the prior art, the invention provides a kind of energy consumption analysis for controller switching equipment and comment
Estimating system, the described energy consumption analysis for controller switching equipment assesses system, including:
The data acquisition terminal being arranged on controller switching equipment obtains described controller switching equipment within each meter electricity cycle
Power consumption data, sends described power consumption data to cohersive and integrated data storehouse, and described cohersive and integrated data storehouse receives described power consumption
Data, and build the cycle power consumption form of described controller switching equipment, described cycle power consumption form is simultaneously transmit to
Printing terminal and client;
The power consumption data of described controller switching equipment is monitored by monitor terminal in real time that be arranged on controller switching equipment,
Sending monitored results to area monitoring main frame, described area monitoring main frame will be in the monitoring cycle
Monitored results carries out collecting and obtains cycle monitoring result, and sends described cycle monitoring result to described printing
Terminal and described client;
The described season power consumption form received and described cycle monitoring result are printed by described printing terminal
Stay shelves;
Described client is according to the described season power consumption form received and described cycle monitoring result, in conjunction with pre-
If grade scale, described controller switching equipment is carried out power consumption grade classification, determines and be in excessive power consumption state
Controller switching equipment, is shown the numbering and power consumption data that are in the controller switching equipment of excessive power consumption state, with
Time send to described printing terminal and carry out printing and stay shelves.
Optionally, when described power consumption data includes the rated power of described controller switching equipment, actual power, work
Between.
Optionally, described monitored results includes the peak power of described controller switching equipment, maximum operating temperature.
Optionally, described cohersive and integrated data storehouse receives described power consumption data, and builds the cycle of described controller switching equipment
Power consumption form, including:
The power consumption data of each described controller switching equipment in described each meter electricity cycle is pressed by described cohersive and integrated data storehouse
Order from high to low collects, and obtains comprising the form of whole described controller switching equipment power consumption data;
In the table, the controller switching equipment ranking forward 10% is made vital signs, obtain cycle consumption
Ammeter lattice.
Optionally, the monitored results being in the monitoring cycle is collected by described area monitoring main frame,
Including:
Described area monitoring main frame monitors song to drawing with each described controller switching equipment in described monitored results
Line, described monitoring curve includes peak power profiles and maximum operating temperature curve;
Described area monitoring main frame determines alarm threshold value according to history monitoring record, at described peak power profiles
And described maximum temperature curve marks described alarm threshold value.
The technical scheme that the present invention provides has the benefit that
By obtaining power consumption data and the monitored results of controller switching equipment, determine and be in joining of excessive power consumption state
Electricity equipment, thus controller switching equipment is carried out complete energy consumption monitoring and administration of energy conservation, improve energy consumption monitoring
IT application in management level, preferably plays the effect of energy monitoring data.
Accompanying drawing explanation
In order to be illustrated more clearly that technical scheme, required use in embodiment being described below
Accompanying drawing be briefly described, it should be apparent that, the accompanying drawing in describing below is only that some of the present invention are real
Execute example, for those of ordinary skill in the art, on the premise of not paying creative work, it is also possible to
Other accompanying drawing is obtained according to these accompanying drawings.
Fig. 1 is the structural representation that a kind of energy consumption analysis for controller switching equipment that the present invention provides assesses system;
Fig. 2 is the schematic flow sheet that a kind of energy consumption analysis for controller switching equipment that the present invention provides assesses system;
Fig. 3 is that a kind of local flow process for the energy consumption analysis assessment system of controller switching equipment that the present invention provides is shown
It is intended to one;
Fig. 4 is that a kind of local flow process for the energy consumption analysis assessment system of controller switching equipment that the present invention provides is shown
It is intended to two.
Detailed description of the invention
Structure and advantage for making the present invention are clearer, below in conjunction with accompanying drawing the structure of the present invention made into
One step ground describes.
Embodiment one
The invention provides a kind of energy consumption analysis for controller switching equipment and assess system, for the energy of controller switching equipment
Consumption analysis assessment system, including:
The structural representation of this system as it is shown in figure 1, be arranged on the upper data acquisition terminal of controller switching equipment,
Cohersive and integrated data storehouse with data acquisition terminal carries out communication, is also equipped with monitor terminal on controller switching equipment, prison
Control terminal and area monitoring host communication, cohersive and integrated data storehouse and area monitoring main frame are simultaneously with printing terminal and visitor
Family end communication, client also with printing terminal communication.Typically, controller switching equipment here is power distribution cabinet.
Based on above-mentioned annexation, as in figure 2 it is shown, the energy consumption analysis that the present embodiment proposes assesses the work of system
As flow process it is:
11, the data acquisition terminal being arranged on controller switching equipment obtains controller switching equipment within each meter electricity cycle
Power consumption data, sends power consumption data to cohersive and integrated data storehouse, and cohersive and integrated data storehouse receives power consumption data, and builds
The cycle power consumption form of controller switching equipment, is simultaneously transmit to printing terminal and client by cycle power consumption form.
In a step 11, data acquisition terminal obtains the power consumption data of residing controller switching equipment, and will get
Power consumption data sends to cohersive and integrated data storehouse.For the ease of later data add up, data acquisition terminal obtain and
The power consumption data sent is controller switching equipment power consumption data within a meter electricity cycle.Here data acquisition
Terminal is typically arranged on the energy meter on controller switching equipment circuit, and cohersive and integrated data storehouse is that connection has Large Copacity to deposit
The computer of storage equipment.
The power consumption data of controller switching equipment in the cycle that cohersive and integrated data storehouse receives data acquisition terminal transmission
After, the cycle power consumption form corresponding with each controller switching equipment can be built, the particular content of this step such as Fig. 2 institute
Show:
101, the power consumption data of each controller switching equipment in each meter electricity cycle is pressed from high to low by cohersive and integrated data storehouse
Order collect, obtain comprising the form of whole controller switching equipment power consumption data.
Form now includes whole controller switching equipments of collecting in cohersive and integrated data storehouse by power consumption data from height to
The controller switching equipment that low order arranges is numbered and the power consumption data of controller switching equipment.Concrete current consuming apparatus bag
Include the rated power of controller switching equipment, actual power, working time.
102, in the table, the controller switching equipment ranking forward 10% is made vital signs, obtain cycle consumption
Ammeter lattice.
The most why the controller switching equipment ranking forward 10% in form is made vital signs, be in order to just
In subsequent processing steps, the controller switching equipment with vital signs is carried out emphasis assessment process, because these are joined
Electricity equipment has relatively large probability to be in excessive power consumption state, it is necessary to carry out energy consumption analysis assessment.
12, the power consumption data of controller switching equipment is monitored by monitor terminal in real time that be arranged on controller switching equipment,
Monitored results is sent to area monitoring main frame, the monitoring that area monitoring main frame will be in the monitoring cycle
Result carries out collecting and obtains cycle monitoring result, and sends cycle monitoring result to printing terminal and client
End.Typically, monitor terminal is the energy meter and thermometer being arranged on controller switching equipment, area monitoring main frame
For the computer being connected with multiple monitor terminals.
In step 12, the monitored results being monitored controller switching equipment power consumption data is sent extremely by monitor terminal
Area monitoring main frame, in order to pick out the controller switching equipment needing to carry out energy consumption analysis in the later stage, area monitoring master
The monitored results received is collected by machine, concrete steps as shown in Figure 3:
201, area monitoring main frame monitors curve to drawing with each controller switching equipment in monitored results, monitoring song
Line includes peak power profiles and maximum operating temperature curve.
Here monitoring curve includes the peak being depicted as according to the peak power data in controller switching equipment actual power
Value power curve, and the maximum temperature curve drawn according to maximum temperature data during controller switching equipment operating temperature.
Monitored results includes the peak power of controller switching equipment, maximum operating temperature.
202, area monitoring main frame determines alarm threshold value according to history monitoring record, at peak power profiles and
Maximum temperature curve marks alarm threshold value.
After getting peak power profiles and maximum temperature curve, area monitoring main frame is according to history monitoring note
Record determines that controller switching equipment causes damage to make alarm threshold value due to operation irregularity, for the peak power drawn
Curve and maximum temperature curve, what alarm threshold value here was concrete is divided into peak power alarm threshold value and the highest temperature
Degree alarm threshold value.
Area monitoring main frame obtains every station power distribution equipment peak power profiles within a monitoring cycle and the highest
Temperature curve, respectively to alarm threshold value in the peak power profiles and maximum temperature curve of every station power distribution equipment
It is marked, and then it is most higher than the data of alarm threshold value to pick out peak power profiles and maximum temperature curve
Controller switching equipment corresponding to curve.Fixed controller switching equipment and peak power profiles, the highest temperature are write music
Line sends to printing terminal and client as cycle monitoring result.
13, the season power consumption form received and cycle monitoring result are carried out printing and stay shelves by printing terminal.
Typically, printing terminal is the printing network of plurality of printers composition.
14, client is according to the season power consumption form received and cycle monitoring result, in conjunction with the classification preset
Standard, carries out power consumption grade classification to controller switching equipment, determines the controller switching equipment being in excessive power consumption state, will
The numbering and the power consumption data that are in the controller switching equipment of excessive power consumption state are shown, and are simultaneously sent to print
Terminal carries out printing and stays shelves.Typically, client is the computer with multiple stage display.
Client receives cycle power consumption form and the cycle of area monitoring main frame transmission that cohersive and integrated data storehouse sends
After monitored results, from cycle power consumption form, pick out the first controller switching equipment with vital signs, from the cycle
Monitored results is picked out second controller switching equipment more higher than the data of alarm threshold value, by the first controller switching equipment
Carry out comprehensively with the second controller switching equipment, in conjunction with the grade scale preset, from the first controller switching equipment and the second distribution
Equipment is selected the controller switching equipment being in excessive power consumption state, the numbering of the controller switching equipment that will be singled out and this
The concrete power consumption data of a little controller switching equipments sends to printing terminal to print and stays shelves, and will be in excessive power consumption and set
Standby controller switching equipment is pushed on display show.
The invention provides a kind of energy consumption analysis for controller switching equipment and assess system, including data acquisition terminal
Obtaining controller switching equipment power consumption data, cohersive and integrated data storehouse receives power consumption data, and construction schedule power consumption form also transmits
To printing terminal and client;The power consumption data of monitor terminal monitoring controller switching equipment, sends monitored results
To area monitoring main frame, area monitoring main frame carries out collecting and obtains cycle monitoring result, and is tied by cycle monitoring
Fruit sends to printing terminal and client.Client carries out power consumption grade classification to controller switching equipment, determines place
Controller switching equipment in excessive power consumption state.By obtaining power consumption data and the monitored results of controller switching equipment, really
Surely it is in the controller switching equipment of excessive power consumption state, thus controller switching equipment is carried out complete energy consumption monitoring and joint
Can manage, improve energy consumption monitoring IT application in management level, preferably play the effect of energy monitoring data.
It should be understood that the energy consumption analysis for controller switching equipment that above-described embodiment provides assesses the reality of system
Execute example, be only used as the assessment system explanation in actual applications of this energy consumption analysis, it is also possible to according to actual needs
And above-mentioned energy consumption analysis assessment system is used in other application scenarios, it implements process and is similar to
State embodiment, repeat no more here.
Each sequence number in above-described embodiment, just to describing, does not represent assembling or the use process of each parts
In sequencing.
The foregoing is only embodiments of the invention, not in order to limit the present invention, all spirit in the present invention
Within principle, any modification, equivalent substitution and improvement etc. made, should be included in the protection of the present invention
Within the scope of.
Claims (5)
1. the energy consumption analysis assessment system for controller switching equipment, it is characterised in that described set for distribution
Standby energy consumption analysis assessment system, including:
The data acquisition terminal being arranged on controller switching equipment obtains described controller switching equipment within each meter electricity cycle
Power consumption data, sends described power consumption data to cohersive and integrated data storehouse, and described cohersive and integrated data storehouse receives described power consumption
Data, and build the cycle power consumption form of described controller switching equipment, described cycle power consumption form is simultaneously transmit to
Printing terminal and client;
The power consumption data of described controller switching equipment is monitored by monitor terminal in real time that be arranged on controller switching equipment,
Sending monitored results to area monitoring main frame, described area monitoring main frame will be in the monitoring cycle
Monitored results carries out collecting and obtains cycle monitoring result, and sends described cycle monitoring result to described printing
Terminal and described client;
The described season power consumption form received and described cycle monitoring result are printed by described printing terminal
Stay shelves;
Described client is according to the described season power consumption form received and described cycle monitoring result, in conjunction with pre-
If grade scale, described controller switching equipment is carried out power consumption grade classification, determines and be in excessive power consumption state
Controller switching equipment, is shown the numbering and power consumption data that are in the controller switching equipment of excessive power consumption state, with
Time send to described printing terminal and carry out printing and stay shelves.
2. to go the energy consumption analysis for controller switching equipment described in 1 to assess system according to right, it is characterised in that
Described power consumption data includes the rated power of described controller switching equipment, actual power, working time.
Energy consumption analysis for controller switching equipment the most according to claim 1 assesses system, it is characterised in that
Described monitored results includes the peak power of described controller switching equipment, maximum operating temperature.
4. to go the energy consumption analysis for controller switching equipment described in 1 or 2 to assess system, its feature according to right
Being, described cohersive and integrated data storehouse receives described power consumption data, and builds the cycle power consumption table of described controller switching equipment
Lattice, including:
The power consumption data of each described controller switching equipment in described each meter electricity cycle is pressed by described cohersive and integrated data storehouse
Order from high to low collects, and obtains comprising the form of whole described controller switching equipment power consumption data;
In the table, the controller switching equipment ranking forward 10% is made vital signs, obtain cycle consumption
Ammeter lattice.
5. to go the energy consumption analysis for controller switching equipment described in 1 or 3 to assess system, its feature according to right
Being, the monitored results being in the monitoring cycle is collected by described area monitoring main frame, including:
Described area monitoring main frame monitors song to drawing with each described controller switching equipment in described monitored results
Line, described monitoring curve includes peak power profiles and maximum operating temperature curve;
Described area monitoring main frame determines alarm threshold value according to history monitoring record, at described peak power profiles
And described maximum temperature curve marks described alarm threshold value.
Priority Applications (1)
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CN201610213810.4A CN105930952A (en) | 2016-04-07 | 2016-04-07 | Energy consumption analysis and evaluation system for power distribution equipment |
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CN201610213810.4A CN105930952A (en) | 2016-04-07 | 2016-04-07 | Energy consumption analysis and evaluation system for power distribution equipment |
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111784105A (en) * | 2020-05-25 | 2020-10-16 | 广州博依特智能信息科技有限公司 | Energy consumption calculation result quality evaluation method and device and storage medium |
CN117039910A (en) * | 2023-10-09 | 2023-11-10 | 国网浙江省电力有限公司宁波供电公司 | Management method and management device for electric power energy requirements based on multiple models |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
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CN102013731A (en) * | 2010-12-09 | 2011-04-13 | 广东高新兴通信股份有限公司 | Energy consumption management method |
CN102299556A (en) * | 2010-06-25 | 2011-12-28 | 苏州太谷电力有限公司 | Real-time monitoring system of electric equipment |
CN103559576A (en) * | 2013-10-30 | 2014-02-05 | 广东工业大学 | Energy management system |
-
2016
- 2016-04-07 CN CN201610213810.4A patent/CN105930952A/en active Pending
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102299556A (en) * | 2010-06-25 | 2011-12-28 | 苏州太谷电力有限公司 | Real-time monitoring system of electric equipment |
CN102013731A (en) * | 2010-12-09 | 2011-04-13 | 广东高新兴通信股份有限公司 | Energy consumption management method |
CN103559576A (en) * | 2013-10-30 | 2014-02-05 | 广东工业大学 | Energy management system |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN111784105A (en) * | 2020-05-25 | 2020-10-16 | 广州博依特智能信息科技有限公司 | Energy consumption calculation result quality evaluation method and device and storage medium |
CN111784105B (en) * | 2020-05-25 | 2024-03-26 | 广州博依特智能信息科技有限公司 | Energy consumption calculation result quality assessment method, device and storage medium |
CN117039910A (en) * | 2023-10-09 | 2023-11-10 | 国网浙江省电力有限公司宁波供电公司 | Management method and management device for electric power energy requirements based on multiple models |
CN117039910B (en) * | 2023-10-09 | 2024-01-05 | 国网浙江省电力有限公司宁波供电公司 | Management method and management device for electric power energy requirements based on multiple models |
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Application publication date: 20160907 |