CN107450438A - A kind of various energy resources Optimal Control System and its control method based on garden multi-user - Google Patents
A kind of various energy resources Optimal Control System and its control method based on garden multi-user Download PDFInfo
- Publication number
- CN107450438A CN107450438A CN201710739203.6A CN201710739203A CN107450438A CN 107450438 A CN107450438 A CN 107450438A CN 201710739203 A CN201710739203 A CN 201710739203A CN 107450438 A CN107450438 A CN 107450438A
- Authority
- CN
- China
- Prior art keywords
- data
- module
- garden
- energy
- data storage
- 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.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/04—Programme control other than numerical control, i.e. in sequence controllers or logic controllers
- G05B19/048—Monitoring; Safety
Abstract
The present invention relates to the garden energy to coordinate and manage technical field, more particularly to a kind of various energy resources Optimal Control System and its control method based on garden multi-user.It is the use of all various energy of enterprise and the condition of production in whole garden that the data collecting module collected based on system arrives to carry out garden with the thinking that can be managed using the system and method for the present invention, by automatically generating regulating command after the regular balancing algorithms of data processing module, then regulating command is sent into corresponding enterprise to be adjusted, ensure the balance of all kinds of energy in whole garden, improve garden internal power source circulation efficiency, also realize that orderly use can manage for garden energy management company, balance energy demand and provide foundation with supply, also reduce system cost of business operation for enterprise simultaneously, realize economic benefit and social benefit doulbe-sides' victory.
Description
Technical field
The present invention relates to the garden energy to coordinate and manage technical field, more particularly to a kind of a variety of energy based on garden multi-user
Source optimization control system and its control method.
Background technology
With the process of national new round power system reform, have large quantities of increment distributions, provide multiple forms of energy to complement each other, intelligent micro-grid,
Internet+wisdom energy project is gone into operation implementation, and the exploitation to industrial park is largely belonged in these projects, is utilized.
In industrial park exist largely using the various energy to produce, the enterprise customer of converted products.As the energy is increasingly in short supply and ring
The situation is tense for border protection, how in effective coordination control garden the various energy use, lifted industrial user with can be horizontal, subtract
The consumption of few various energy, realizes cost efficiency, the enterprise market competitiveness becomes the one of all items economic feasibility
Individual important factor in order.
At present for the energy efficiency management of industrial user, lay particular emphasis on to unique user, the pipe of the single energy, particularly electric energy
Reason.Such control method is limited to user's scale of construction, and regulation nargin is small.And the regulative mode of different energy sources has compared to electric energy
Each different power producing characteristics are, it is necessary to different regulation strategy.Current most of energy efficiency management technology concentrates on solution data and adopted
Collection problem, for the analysis after data acquisition, using lacking effective way.For various energy resources, the coordinating pipe between multiple enterprises
Reason is more the absence of the solution of practicality.
The content of the invention
For technical problem present in prior art, object of the present invention is to provide one kind to be based on garden multi-user
Various energy resources Optimal Control System and its method, help garden energy management company realize that orderly use can manage, balance the energy
Demand and supply, realize economic benefit and social benefit doulbe-sides' victory.
To achieve the above object, the invention provides a kind of various energy resources Optimal Control System based on garden multi-user,
The system includes data acquisition module, data transmission module, data storage module, data processing module and command reception mould
Block;
The data acquisition module is used to gather the creation data of garden user's energy and the consumption data of the energy;
The data transmission module be used for will the data transfer that collect to data storage module and by data storage module
In data transfer to command reception module;
The data storage module is connected by data transmission module with data acquisition module, and the data storage module is used
In the data of storage data transmission module transmission;
The data processing module is connected with data storage module, and the data processing module is used for real from storage module
When read data, by entering after line discipline computing and balancing algorithms to automatically generate tune to production of energy data and energy consumption data
Degree instruction, and dispatch command is issued to data storage module;
The command reception module is connected by data transmission module with data storage module, for passing through data transfer mould
Block obtains the dispatch command in data storage module, and is shown to terminal user.
Further, the data acquisition module include electric energy collection module, liquid acquisition module, steam acquisition module and
Natural gas acquisition module.
Further, described data transmission module includes wired transport module and wireless transport module, wired biography
Defeated module includes RS485, broadband, optical fiber, power carrier, CAN, Modbus, and the wireless transport module includes bluetooth, GPRS/
CDMA、3G、4G、ZigBee、WiFi、LoRa。
Further, the data storage module includes home server module and cloud server module, the local
Server module is used to store gathered data, and the cloud server module is used to store director data.
Further, the command reception module includes receiving module and display module.
Present invention also offers a kind of control method of the various energy resources Optimal Control System based on garden multi-user, and it is special
Sign is, the described method comprises the following steps:
Step 1:Data acquisition, by the production of energy data and energy resource consumption number of data collecting module collected garden user
According to;
Step 2:Data transfer, by data transmission module by the data transfer collected in step 1 to data storage module;
Step 3:Data storage, the data that data transmission module is given in storing step 2;
Step 4:Data processing, the data in reading data in real-time storage module, by counting all clients in whole garden
The all devices at a time production of the various energy and consumption, will production and consumption be balanced calculating after give birth to automatically
Into dispatch command, and issue dispatch command;
Step 5:Dispatch command in step 4 is sent and is stored in data storage module;
Step 6:Command reception, command reception module obtain data storage module in steps of 5 by data transmission module
In dispatch command, and be shown to terminal user.
Further, all devices that the energy consumption data gathered in the step 1 includes all clients in garden exist
The power consumption at a certain moment, water consumption, with quantity of steam, with amount of natural gas, the production of energy data of collection include owning in garden
Generated energy, water production and the producing steam amount of all devices of client at a time.
Further, data transmission procedure is directly to be transmitted from data acquisition module into data storage mould in the step 2
Block.
Further, data transmission procedure is data in data acquisition module after relaying collects in the step 2
Transmit into data storage module.
Beneficial effects of the present invention:
(1) use of all various energy of enterprise and the condition of production in whole garden can be counted at times, according to enterprise
The data granularity of wish selection statistics;
(2) regulating command can be automatically generated according to statistics, and is sent to corresponding enterprise and is adjusted, is ensured whole
The balance of the individual all kinds of energy in garden;
(3) garden internal power source circulation efficiency is improved, system cost of business operation is reduced for enterprise.
Brief description of the drawings
Fig. 1 is the signal for the various energy resources Optimal Control System based on garden multi-user that the embodiment of the present invention one provides
Figure;
Fig. 2 is that the data for the various energy resources Optimal Control System based on garden multi-user that the embodiment of the present invention one provides are adopted
Collect module diagram;
Fig. 3 is that the data for the various energy resources Optimal Control System based on garden multi-user that the embodiment of the present invention one provides pass
Defeated module diagram;
Fig. 4 is the data storage for the various energy resources Optimal Control System based on garden multi-user that the embodiment of the present invention one provides
Storing module schematic diagram;
Fig. 5 is that the instruction for the various energy resources Optimal Control System based on garden multi-user that the embodiment of the present invention one provides connects
Receive module diagram.
Embodiment
Show that example illustrates certain embodiments of the present invention, and should not be construed as the model of the limitation present invention
Enclose.Present disclosure can be improved from material, method and reaction condition simultaneously, all these improvement all should
Fall within the spirit and scope of the present invention.
Embodiment one:Various energy resources Optimal Control System based on garden multi-user
As shown in figure 1, a kind of various energy resources Optimal Control System based on garden multi-user, the system are adopted including data
Collect module 1, data transmission module 2, data storage module 3, data processing module 4 and command reception module 5;Wherein data acquisition
Module is used to gathering production and the consumption data of the various energy of user, including electric energy collection module 101, liquid acquisition module 102,
Steam acquisition module 103 and natural gas acquisition module 104 (as shown in Figure 2);Data transmission module 2 is used for data acquisition module
1 data transfer collected to data storage module 3 and by the data transfer in data storage module 3 to command reception module 5,
Data transmission module 2 includes wired transport module 201 and wireless transport module 202 (as shown in Figure 3), wherein wire transmission module
201 include RS485, broadband, optical fiber, power carrier, CAN, Modbus, wireless transport module 202 include bluetooth, GPRS/CDMA,
3G、4G、ZigBee、WiFi、LoRa;Data storage module 3 is connected by data transmission module 2 with data acquisition module 1, data
Storage module 3 is used for the data for storing the transmission of data transmission module 2, and data storage module 3 includes the He of home server module 301
Cloud server module 302 (as shown in Figure 4), it is respectively used to store gathered data and for storing director data;Data processing
Module 4 is connected with data storage module 3, and data processing module 4 is used for the reading data in real-time from data storage module 3, passes through
After regular computing, dispatch command is issued to data storage module 3;Command reception module 5 is stored up by data transmission module 2 and data
Storing module 3 connects, and for obtaining the dispatch command in data storage module 3 by data transmission module 2, and is shown to terminal
User.
Embodiment two:The control method of various energy resources Optimal Control System based on garden multi-user
A kind of control method of the various energy resources Optimal Control System based on garden multi-user, methods described include following step
Suddenly:
Step 1:Data acquisition, by the creation data and consumption data of the various energy of data collecting module collected garden,
All devices including all clients in garden power consumption at a time, water consumption, with quantity of steam, with amount of natural gas, adopt
The consumption data of collection includes generated energy, water production and the producing steam amount of all devices of all clients in garden at a time.
Step 2:Data transfer, by data transmission module by the data transfer collected in step 1 to data storage module,
Transmission means is selected according to user's on-site actual situations, data may be transmitted directly into storage module from acquisition module, it is also possible to
Transmitted after relaying collects into storage module.
Step 3:Data storage, the data that storage transport module is given.
Step 4:Data processing, the data in reading data in real-time storage module, after regular computing, counts whole garden
The all devices of all clients in area at a time when the various energy production and consumption, and will production and consumption put down
Weighing apparatus calculates, and issues dispatch command.
Step 5:Dispatch command in step 4 is sent and is stored in data storage module.
Step 6:Command reception, command reception module obtain data storage module in steps of 5 by data transmission module
In dispatch command, and be shown to terminal user.
In the present embodiment, the operation rule of step 4 is:
1. the client for being #1 for numbering, named according to following rule and store gathered data:
P in formula1E(t) power consumption of a equipment in t of #1 client is represented, n represents that all electricity consumptions of this client are set
Standby quantity;
P1W(t) water consumption of a equipment in t of #1 client is represented, n represents all water equipments of this client
Quantity;
S1H(t) use quantity of steam of a equipment in t of #1 client is represented, n represents that the useful steam of institute of this client is set
Standby quantity;
P1G(t) use amount of natural gas of a equipment in t of #1 client is represented, n represents that the institute of this client is useful natural
The quantity of gas equipment;
S in formula1E(t) generated energy of a equipment in t of #1 client is represented, n represents that all electricity consumptions of this client are set
Standby quantity;
S1W(t) water production of a equipment in t of #1 client is represented, n represents all water equipments of this client
Quantity;
S1H(t) producing steam amount of a equipment in t of #1 client is represented, n represents that the useful steam of institute of this client is set
Standby quantity;
#1 client can have multiple devices, calculate the energy of their energy resource consumption situation and production successively according to device numbering
Source situation.Every equipment, which both may only consume one or more energy, may also produce a kind of production energy simultaneously;Therefore adopting
Possible single device can arrange multiple different types of harvesters when collecting data.
2. counted for the gathered data of whole garden according to following rule
P in formulaTE(t) represent whole garden from 1 to i client's all devices t power consumption, n expression clients'
Quantity;
PTW(t) represent whole garden from 1 to i client's all devices in the water consumption of t, the quantity of n expression clients;
PTH(t) represent whole garden from 1 to i client's all devices in the quantity of steam of using of t, the number of n expression clients
Amount;
PTG(t) represent whole garden from 1 to i client's all devices t use amount of natural gas, n expression clients'
Quantity;
S in formulaTE(t) represent whole garden from 1 to i client's all devices t generated energy, n expression clients'
Quantity;
STW(t) represent whole garden from 1 to i client's all devices in the water production of t, the quantity of n expression clients;
STH(t) represent whole garden from 1 to i client's all devices in the producing steam amount of t, the number of n expression clients
Amount;
3. the energy scenario of pair whole garden is balanced calculating by following rule
(1) for the EQUILIBRIUM CALCULATION FOR PROCESS of electric energy
Work as PTE(t) < STE(t) illustrate that power supply output in garden alreadys exceed garden power demand when, now send instructions down A1
To enterprise increase electrical equipment use, while under send instructions B1 to storage electrical energy devices, start to charge up;
Work as PTE(t)=STE(t) illustrate that power supply output in garden disclosure satisfy that garden power demand when, need not now send tune
Whole instruction;
Work as PTE(t) > STE(t) illustrate that power supply output in garden can not meet garden power demand when, now send instructions down A2
Give enterprise reduce electrical equipment, while under send instructions B2 to electric energy storage device, start to discharge;
Circulated with this, ensure the coulomb balance of whole garden.
(2) for the EQUILIBRIUM CALCULATION FOR PROCESS of liquid working substance (water, reclaimed water etc.)
Work as PTW(t) < STW(t) illustrate that garden water-making ability alreadys exceed garden water demand when, now send instructions down C1
To the use of enterprise's increase water equipment, at the same under send instructions D1 to water storage device, start water;
Work as PTW(t)=STW(t) illustrate that garden water-making ability disclosure satisfy that garden water demand when, need not now send tune
Whole instruction;
Work as PTW(t) > STW(t) illustrate that garden water-making ability can not meet garden water demand when, now send instructions down C2
Give enterprise reduce water equipment, while under send instructions D2 to water storage device, water supply start;
Circulated with this, ensure the liquid working substance balance of whole garden.
(3) for the EQUILIBRIUM CALCULATION FOR PROCESS of steam
Work as PTH(t) < STH(t) illustrate that garden producing steam ability alreadys exceed garden vapour demand when, now send instructions down
E1 to enterprise increase equipment vapour use, while under send instructions F1 to heat-storing device, start to deposit heat;
Work as PTH(t)=STH(t) illustrate that garden producing steam ability disclosure satisfy that garden vapour demand when, need not now send
Adjust instruction;
Work as PTH(t) > STH(t) illustrate that garden producing steam ability can not meet garden vapour demand when, now send instructions down
E2 gives enterprise to reduce equipment vapour, at the same under send instructions F2 to heat-storing device, start heat release;
Circulated with this, ensure the use balance of the steam of whole garden.
Garden is carried out using the various energy resources Optimal Control System and its control method based on garden multi-user in the present invention
Use can manage in order in area, by counting the use of all various energy of enterprise and the condition of production in whole garden at times, pass through
Generation regulating command is moved after regular computing, corresponding enterprise is sent to and is adjusted, ensure the balance of all kinds of energy in whole garden,
Garden internal power source circulation efficiency is improved, also realizes that orderly use can manage, balance energy demand for garden energy management company
Foundation is provided with supply, system cost of business operation is reduced for enterprise, realizes economic benefit and social benefit doulbe-sides' victory.
The foregoing is only a preferred embodiment of the present invention, but protection scope of the present invention be not limited thereto,
Any one skilled in the art the invention discloses technical scope in, technique according to the invention scheme and its
Inventive concept is subject to equivalent substitution or change, should all be included within the scope of the present invention.
Claims (9)
1. a kind of various energy resources Optimal Control System based on garden multi-user, it is characterised in that the system is adopted including data
Collect module, data transmission module, data storage module, data processing module and command reception module;
The data acquisition module is used to gather the creation data of garden user's energy and the consumption data of the energy;
The data transfer that the data transmission module is used to collect is to data storage module and by data storage module
Data transfer is to command reception module;
The data storage module is connected by data transmission module with data acquisition module, and the data storage module is used to store up
The data of deposit data transport module transmission;
The data processing module is connected with data storage module, and the data processing module is used to read in real time from storage module
Fetch evidence, automatically generate scheduling by entering to production of energy data and energy consumption data after line discipline computing and balancing algorithms and refer to
Order, and dispatch command is issued to data storage module;
The command reception module is connected by data transmission module with data storage module, for being obtained by data transmission module
The dispatch command in data storage module is taken, and is shown to terminal user.
A kind of 2. various energy resources Optimal Control System based on garden multi-user according to claim 1, it is characterised in that
The data acquisition module includes electric energy collection module, liquid acquisition module, steam acquisition module and natural gas acquisition module.
A kind of 3. various energy resources Optimal Control System based on garden multi-user according to claim 1, it is characterised in that
Described data transmission module includes wired transport module and wireless transport module, and the wire transmission module includes RS485, width
Band, optical fiber, power carrier, CAN, Modbus, the wireless transport module include bluetooth, GPRS/CDMA, 3G, 4G, ZigBee,
WiFi、LoRa。
A kind of 4. various energy resources Optimal Control System based on garden multi-user according to claim 1, it is characterised in that
The data storage module includes home server module and cloud server module, and the home server module is used to store
Gathered data, the cloud server module are used to store director data.
A kind of 5. various energy resources Optimal Control System based on garden multi-user according to claim 1, it is characterised in that
The command reception module includes receiving module and display module.
A kind of 6. control method of the various energy resources Optimal Control System based on garden multi-user, it is characterised in that methods described
Comprise the following steps:
Step 1:Data acquisition, by the production of energy data and energy consumption data of data collecting module collected garden user;
Step 2:Data transfer, by data transmission module by the data transfer collected in step 1 to data storage module;
Step 3:Data storage, the data that data transmission module is given in storing step 2;
Step 4:Data processing, the data in reading data in real-time storage module, by the institute for counting all clients in whole garden
There are the equipment at a time production of the various energy and consumption, tune is automatically generated after production and consumption are balanced into calculating
Degree instruction, and issue dispatch command;
Step 5:Dispatch command in step 4 is sent and is stored in data storage module;
Step 6:Command reception, command reception module are obtained in data storage module in steps of 5 by data transmission module
Dispatch command, and it is shown to terminal user.
7. a kind of control method of various energy resources Optimal Control System based on garden multi-user according to claim 6,
Characterized in that, the energy consumption data gathered in the step 1 includes all devices of all clients in garden in certain a period of time
The power consumption at quarter, water consumption, with quantity of steam, with amount of natural gas, the production of energy data of collection include all clients in garden
Generated energy, water production and the producing steam amount of all devices at a time.
8. a kind of control method of various energy resources Optimal Control System based on garden multi-user according to claim 6,
Characterized in that, data transmission procedure is directly to be transmitted from data acquisition module into data storage module in the step 2.
9. a kind of control method of various energy resources Optimal Control System based on garden multi-user according to claim 6,
Characterized in that, in the step 2 data transmission procedure be data in data acquisition module transmitted after relaying collects into
Data storage module.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710739203.6A CN107450438A (en) | 2017-08-25 | 2017-08-25 | A kind of various energy resources Optimal Control System and its control method based on garden multi-user |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201710739203.6A CN107450438A (en) | 2017-08-25 | 2017-08-25 | A kind of various energy resources Optimal Control System and its control method based on garden multi-user |
Publications (1)
Publication Number | Publication Date |
---|---|
CN107450438A true CN107450438A (en) | 2017-12-08 |
Family
ID=60493964
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201710739203.6A Pending CN107450438A (en) | 2017-08-25 | 2017-08-25 | A kind of various energy resources Optimal Control System and its control method based on garden multi-user |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN107450438A (en) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109240223A (en) * | 2018-08-09 | 2019-01-18 | 北京科诺伟业科技股份有限公司 | A kind of energy management system for industrial park |
CN109951882A (en) * | 2019-03-29 | 2019-06-28 | 中海石油气电集团有限责任公司 | A kind of LNG tank case intelligence link switching system and method based on Beidou technology |
CN110875634A (en) * | 2018-09-03 | 2020-03-10 | 中国电力科学研究院有限公司 | Island microgrid information management system |
CN112651848A (en) * | 2020-12-22 | 2021-04-13 | 江苏晟能科技有限公司 | Interactive park energy management and control system and method |
CN116885843A (en) * | 2023-06-12 | 2023-10-13 | 紫泉能源技术股份有限公司 | Big data-based intelligent management and control system for park distributed energy |
Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101619850A (en) * | 2009-08-06 | 2010-01-06 | 杭州盘古自动化系统有限公司 | Dispatching method and dispatching system based on load online forecasting of thermoelectric power system |
CN102710013A (en) * | 2012-05-23 | 2012-10-03 | 中国电力科学研究院 | Park energy-network energy optimizing management system based on microgrids and implementing method thereof |
JP2014103704A (en) * | 2012-11-16 | 2014-06-05 | Tokyo Gas Co Ltd | Control method, control program and control device |
CN203645341U (en) * | 2013-04-15 | 2014-06-11 | 北京市建筑设计研究院有限公司 | Solar energy large scale utilizing system used for city settlement |
CN103984316A (en) * | 2014-05-16 | 2014-08-13 | 刘玮 | Energy management device and system |
CN104319774A (en) * | 2014-11-05 | 2015-01-28 | 珠海格力电器股份有限公司 | Monitoring method and device for intelligent community |
JP2016181240A (en) * | 2015-03-23 | 2016-10-13 | 一般社団法人日本排出量取引支援機構 | Emissions authentication system using co2 authentication cubicle |
CN206099371U (en) * | 2016-10-26 | 2017-04-12 | 三峡大学 | New forms of energy microgrid system of community |
-
2017
- 2017-08-25 CN CN201710739203.6A patent/CN107450438A/en active Pending
Patent Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101619850A (en) * | 2009-08-06 | 2010-01-06 | 杭州盘古自动化系统有限公司 | Dispatching method and dispatching system based on load online forecasting of thermoelectric power system |
CN102710013A (en) * | 2012-05-23 | 2012-10-03 | 中国电力科学研究院 | Park energy-network energy optimizing management system based on microgrids and implementing method thereof |
JP2014103704A (en) * | 2012-11-16 | 2014-06-05 | Tokyo Gas Co Ltd | Control method, control program and control device |
CN203645341U (en) * | 2013-04-15 | 2014-06-11 | 北京市建筑设计研究院有限公司 | Solar energy large scale utilizing system used for city settlement |
CN103984316A (en) * | 2014-05-16 | 2014-08-13 | 刘玮 | Energy management device and system |
CN104319774A (en) * | 2014-11-05 | 2015-01-28 | 珠海格力电器股份有限公司 | Monitoring method and device for intelligent community |
JP2016181240A (en) * | 2015-03-23 | 2016-10-13 | 一般社団法人日本排出量取引支援機構 | Emissions authentication system using co2 authentication cubicle |
CN206099371U (en) * | 2016-10-26 | 2017-04-12 | 三峡大学 | New forms of energy microgrid system of community |
Non-Patent Citations (2)
Title |
---|
叶飞文: "《中国经济区比较》", 30 April 2010, 社会科学文献出版社 * |
张晶: "《智能电网200问》", 29 February 2012, 中国电力出版社 * |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109240223A (en) * | 2018-08-09 | 2019-01-18 | 北京科诺伟业科技股份有限公司 | A kind of energy management system for industrial park |
CN110875634A (en) * | 2018-09-03 | 2020-03-10 | 中国电力科学研究院有限公司 | Island microgrid information management system |
CN109951882A (en) * | 2019-03-29 | 2019-06-28 | 中海石油气电集团有限责任公司 | A kind of LNG tank case intelligence link switching system and method based on Beidou technology |
CN112651848A (en) * | 2020-12-22 | 2021-04-13 | 江苏晟能科技有限公司 | Interactive park energy management and control system and method |
CN116885843A (en) * | 2023-06-12 | 2023-10-13 | 紫泉能源技术股份有限公司 | Big data-based intelligent management and control system for park distributed energy |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN107450438A (en) | A kind of various energy resources Optimal Control System and its control method based on garden multi-user | |
CN107563676A (en) | Consider the source lotus coordinated operation dispatching method of Multiple Time Scales polymorphic type demand response | |
CN110969284B (en) | Double-layer optimized scheduling method for power distribution network | |
Wang et al. | Privacy-preserving energy scheduling in microgrid systems | |
Zhang et al. | Energy management framework for electric vehicles in the smart grid: A three-party game | |
CN105790266B (en) | A kind of parallel Multi-objective Robust Optimized Operation integrated control method of micro-capacitance sensor | |
CN105164883A (en) | Demand shaping in an electrical power grid using day ahead market and real time market prices | |
CN102254024A (en) | Mass data processing system and method | |
CN109617099B (en) | Virtual energy storage coordination control system and method thereof | |
CN107967536A (en) | Green data center energy saving task scheduling strategy based on robust optimization | |
CN107408816A (en) | It is variable to feed out energy management | |
Lv et al. | Contract and Lyapunov optimization-based load scheduling and energy management for UAV charging stations | |
CN110429653A (en) | Consider energy storage and the rural power grids distributed photovoltaic consumption method and terminal device of DR | |
Xuanyue et al. | Peer-to-peer multi-energy distributed trading for interconnected microgrids: A general Nash bargaining approach | |
CN108388959A (en) | A kind of source net lotus storage cooperative optimization method based on consistency algorithm | |
CN109919450A (en) | Solve the game optimization method of comprehensive intelligent energy system scheduling | |
CN110264003A (en) | A kind of more microgrid system coordination autonomy optimizing operation methods based on price guidance | |
Lei et al. | Energy management considering energy storage and demand response for smart energy hub in Internet of Things | |
Li et al. | A multicriteria optimal operation framework for a data center microgrid considering renewable energy and waste heat recovery: Use of balanced decision making | |
CN106786812B (en) | Virtual power plant distributed reactive power compensation system and its compensation method | |
CN103870883A (en) | Production line scheduling control system and method | |
CN106058940B (en) | A kind of electric power green energy resource link system and method based on big data | |
Wei et al. | A multi-objective algorithm for joint energy replenishment and data collection in wireless rechargeable sensor networks | |
CN106529744A (en) | Internet integrated scheduling system of schedulable load | |
CN108649612B (en) | Power distribution network containing power electronic transformer and multi-microgrid game operation scheduling method |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
RJ01 | Rejection of invention patent application after publication | ||
RJ01 | Rejection of invention patent application after publication |
Application publication date: 20171208 |