CN112882403A - Comprehensive intelligent energy management and control system based on Internet of things - Google Patents

Comprehensive intelligent energy management and control system based on Internet of things Download PDF

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Publication number
CN112882403A
CN112882403A CN202110104423.8A CN202110104423A CN112882403A CN 112882403 A CN112882403 A CN 112882403A CN 202110104423 A CN202110104423 A CN 202110104423A CN 112882403 A CN112882403 A CN 112882403A
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energy
data
submodule
internet
module
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CN202110104423.8A
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王晓峰
张振宇
王刚
刘宗奎
高文松
刘思广
冯秀芳
吕宏彪
彭国富
葛岩
李艳群
张志国
常阿飞
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Technology Information Center Of State Power Investment Corp Henan Power Co ltd
State Power Investment Group Henan Electric Power Co ltd
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Technology Information Center Of State Power Investment Corp Henan Power Co ltd
State Power Investment Group Henan Electric Power Co ltd
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Priority to CN202110104423.8A priority Critical patent/CN112882403A/en
Publication of CN112882403A publication Critical patent/CN112882403A/en
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers

Abstract

The invention discloses a comprehensive intelligent energy management and control system based on the Internet of things, which comprises: the intelligent energy source unit collects production data of various types of electric energy in the system and operation data of related equipment, collects electric energy consumption data of various regions and sends the electric energy consumption data to the data platform unit, the data analysis application unit carries out real-time analysis processing on the production data of various types of electric energy in the system and the operation data of the related equipment obtained by the data platform unit and the electric energy consumption data of various regions according to a preset program and then sends an electric energy consumption trend and a power generation data trend of corresponding equipment of various types of electric energy in the system to the intelligent energy source unit and the data platform unit, and the intelligent energy source unit controls control parameters of corresponding equipment of various types of electric energy according to the electric energy consumption trend and the power generation data trend of corresponding equipment of various types of electric energy in the system and the preset program.

Description

Comprehensive intelligent energy management and control system based on Internet of things
Technical Field
The invention relates to the technical field of regional energy collaborative management and control, in particular to a comprehensive intelligent energy management and control system based on the Internet of things.
Background
In recent years, renewable energy sources all over the country are rapidly developed, and solar energy, wind energy, water energy, nuclear energy, geothermal energy and the like are proud. The type of energy has great difference with the previous single coal fossil energy power generation, the stability of renewable energy is poor, for example, wind energy can generate power only when needing large wind, and the generated energy of wind power is changed all the time due to changes of environment, season, day and night, and the like, and the generated energy is changed all the time due to the changes of the same solar energy in rainy days and the like.
Although the power generation of renewable energy has certain fluctuation, the power generation device can make up for the shortage of traditional fossil energy, can obtain electric energy and simultaneously reduce the pollution to the environment and the emission of greenhouse gases.
At present, the energy supply variety in the minizone such as regional garden is most for planning alone the design, and the operation mode is more traditional, and renewable energy consumption proportion is lower, and energy system efficiency is lower, and the energy supply cost is higher, and is intelligent, the information-based degree is not high, and the environment bearing pressure increases day by day, and urgent need change the energy development mode, and the clean energy of energetically developing strengthens overall coordination and integrated optimization between the multiple energy system.
Disclosure of Invention
The invention aims to provide an integrated intelligent energy management and control system based on the Internet of things, which realizes integrated and intelligent management of energy production and consumption, improves the utilization efficiency of energy and electric energy and reduces the management cost.
In order to solve the technical problem, an embodiment of the present invention provides an integrated intelligent energy management and control system based on the internet of things, including: the intelligent energy source unit collects production data of various types of electric energy in the system and operation data of related equipment, collects electric energy consumption data of various areas and sends the electric energy consumption data to the data platform unit, the data analysis application unit analyzes and processes the production data of various types of electric energy in the system, the operation data of related equipment and the electric energy consumption data of various areas in real time according to a preset program after acquiring the production data, the operation data and the electric energy consumption data of the various areas in the system by the data platform unit, sending the electric energy consumption trend and the generating data trend of the corresponding equipment of various electric energies in the system to the intelligent energy unit and the data platform unit, the intelligent energy unit controls the control parameters of the corresponding equipment of various types of electric energy according to the electric energy consumption trend and the power generation data trend of the corresponding equipment of various types of electric energy in the system and a preset program.
The intelligent energy unit comprises an intelligent energy production module, an intelligent energy utilization module, an intelligent energy storage module and an intelligent energy internet module; the intelligent energy production module is used for production operation of energy in the Internet system and acquisition of operation data of each energy production and related equipment; the intelligent energy utilization module is used for each energy utilization device in the Internet system and collecting related information of each energy consumption; the intelligent energy storage module is used for the internet energy storage equipment and collecting related information of the energy storage equipment and energy; wisdom internet module is used for acquireing wisdom energy production module wisdom energy module with wisdom energy storage module's operating data and to data platform unit output and to wisdom energy production module wisdom energy module with wisdom energy storage module sends the internet parameter.
The intelligent energy production module comprises a wind power control submodule, a geothermal energy control submodule, a gas power station submodule and a photovoltaic control submodule, wherein the wind power control submodule acquires wind power operation data of each device in a photovoltaic power generation system, the photovoltaic control submodule acquires photovoltaic operation data of each device in the photovoltaic power generation system, the geothermal energy control submodule acquires geothermal operation data of each device in cold/heat source production, and the gas power station submodule acquires gas operation data of each device in a gas power station, and then the wind power operation data, the photovoltaic operation data, the geothermal operation data and the gas operation data are sent to the data analysis application unit through the data platform unit.
The intelligent energy internet module comprises a photovoltaic power grid control submodule, a wind grid control submodule, a natural gas grid control submodule and a geothermal network control submodule, wherein the photovoltaic power grid control submodule is used for realizing the transmission and measurement of photovoltaic electric energy to obtain light measurement information and sending the light measurement information to the data platform unit; the wind network control submodule is used for realizing the transmission and measurement of wind energy to obtain wind measurement information and sending the wind measurement information to the data platform unit; the natural gas network control sub-module is used for realizing the transportation and the measurement of natural gas to obtain natural gas measurement information and sending the natural gas measurement information to the data platform layer; and the geothermal network control submodule is used for realizing the transportation and the measurement of geothermal energy to obtain cold/heat measurement information and sending the geothermal measurement information to the data platform layer.
The system also comprises an energy coefficient setting module connected with the data analysis application unit and used for adjusting and controlling the power generation proportion of the power generation equipment corresponding to the wind power control submodule, the geothermal energy control submodule, the gas power station submodule and the photovoltaic control submodule according to an instruction input by a user.
The intelligent energy source unit comprises a wind power control submodule, a geothermal energy control submodule, a gas power station submodule and a photovoltaic control submodule, and is characterized by further comprising an energy coefficient adjusting module connected with the data analysis application unit and used for calculating power generation coefficients of the wind power control submodule, the geothermal energy control submodule, the gas power station submodule and the photovoltaic control submodule according to natural resources in a region according to a preset program, and the data analysis application unit finely adjusts the power generation proportion according to the power generation coefficients and then sends the power generation proportion to the intelligent energy source unit.
The system also comprises a statistical unit connected with the data analysis application unit and used for counting the actual generated energy and supplied energy of the power generation equipment corresponding to the wind power control submodule, the geothermal energy control submodule, the gas power station submodule and the photovoltaic control submodule within a preset time period.
The intelligent energy management system further comprises a weather collection module connected with the data analysis application unit and used for collecting weather information of a designated area in future preset time, generating expected electric quantity consumption trend information and a power generation influence factor of designated type of power equipment according to a preset program according to the weather information and then sending the information to the data analysis application unit, and the data analysis application unit corrects the power generation proportion according to the expected electric quantity consumption trend information and the power generation influence factor and then sends the information to the intelligent energy unit.
Wherein, still include with data platform unit, the communication unit that wisdom energy layer is connected.
Wherein, the communication unit includes at least one of 5G module, WIFI module.
Compared with the prior art, the comprehensive intelligent energy management and control system based on the Internet of things has the following advantages that:
according to the comprehensive intelligent energy management and control system based on the Internet of things, the intelligent energy unit is used for collecting data of energy production and consumption, the data platform unit is used for storing the data, the data analysis application unit is used for analyzing the data to obtain the energy consumption trend and power generation data and energy consumption trend data of corresponding equipment of various energy sources in the system, control parameters of the corresponding equipment of the various energy sources are controlled according to a preset program, integrated overall coordination management of energy production and consumption is achieved, existing data are analyzed and processed, intelligent management of energy production is achieved, utilization efficiency of energy sources is improved, and management cost is reduced.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
Fig. 1 is a schematic structural diagram of an embodiment of an integrated intelligent energy management and control system based on the internet of things according to the embodiment of the present invention.
Detailed Description
In order to make the aforementioned objects, features and advantages of the present invention comprehensible, embodiments accompanied with figures are described in detail below.
In the following description, specific details are set forth in order to provide a thorough understanding of the present invention. The invention can be implemented in a number of ways different from those described herein and similar generalizations can be made by those skilled in the art without departing from the spirit of the invention. The invention is therefore not limited to the specific implementations disclosed below.
Referring to fig. 1, fig. 1 is a schematic structural diagram of an embodiment of an integrated intelligent energy management and control system based on the internet of things according to the present invention.
In a specific mode, the comprehensive intelligent energy management and control system based on the internet of things comprises: the intelligent energy source system comprises an intelligent energy source unit 10, a data platform unit 20 and a data analysis application unit 30, wherein the intelligent energy source unit 10 collects production data of various types of electric energy in the system and operation data of related equipment, collects electric energy consumption data of various regions and sends the electric energy consumption data to the data platform unit 20, the data analysis application unit 30 conducts real-time analysis processing on the production data of various types of electric energy in the system and the operation data of the related equipment and the electric energy consumption data of various regions obtained by the data platform unit 20 according to a preset program, then sends the electric energy consumption trend and a power generation data trend of corresponding equipment of various types of electric energy in the system to the intelligent energy source unit 10 and the data platform unit 20, and the intelligent energy source unit 10 controls control parameters of the corresponding equipment of various types of electric energy according to the electric energy consumption trend and the power generation data trend of corresponding equipment of various types of electric energy in the system and according to the preset program.
Carry out the data acquisition of energy production and consumption through wisdom energy unit 10, will be saved by data platform unit 20, data analysis application unit 30 carries out the analysis, obtain the energy consumption trend and the trend data of the electricity generation data of all kinds of energy corresponding equipment and energy consumption in the system, and according to predetermine all kinds of energy of program control correspond the control parameter of equipment, realize the integrated overall planning coordination management of energy production, consumption, carry out analysis processes to existing data simultaneously, realize the intelligent management to energy production, improve the utilization efficiency of the energy and the utilization efficiency of electric energy, reduce administrative cost.
In the present invention, the smart energy unit 10 is not limited, and since it mainly collects the device parameters and the user energy used in the energy production, in order to further implement efficient management, in one embodiment, the smart energy unit 10 includes a smart energy production module, a smart energy use module, a smart energy storage module, and a smart energy internet module; the intelligent energy production module is used for controlling the production operation of energy in the system and acquiring the operation data of each energy production and related equipment; the intelligent energy utilization module is used for controlling each energy utilization device in the system and acquiring related information of each energy consumption; the intelligent energy storage module is used for controlling the energy storage equipment and collecting related information of the energy storage equipment and energy, wherein the energy storage is the storage of electric energy by adopting a technology or a carrier in the comprehensive intelligent energy; wisdom internet module is used for acquireing wisdom energy production module wisdom energy module with wisdom energy storage module's operating data and to data platform unit 20 output and to wisdom energy production module wisdom energy module with wisdom energy storage module sends control parameter.
Through making the management scope of wisdom energy unit 10 include wisdom energy production module, wisdom with can the module, wisdom energy storage module and wisdom energy internet module, realize from the production of energy such as electricity, heat, cold, user's with can, the storage of the unnecessary energy, conversion and the data flow that corresponds etc, carry out integrated management, realized the closed loop management mode of production, use, conversion, feedback, improved the utilization efficiency to the clean energy, reduce with can comprehensive cost and carbon emission.
The specific type of the energy production module is not limited in the invention, and the energy production module can be traditional thermal power, can also be clean energy power generation, and can also contain various energy types such as hydrogen, natural gas and the like, and the invention is not limited in this respect. In one embodiment, the intelligent energy production module includes a wind power control sub-module, a geothermal energy control sub-module, a gas power station sub-module and a photovoltaic control sub-module, wherein the wind power control sub-module collects wind power operation data of each device in a photovoltaic power generation system, the photovoltaic control sub-module collects photovoltaic operation data of each device in the photovoltaic power generation system, the geothermal energy control sub-module collects geothermal operation data of each device in cold/heat source production, and the gas power station sub-module collects gas operation data of each device in a gas power station, and then the wind power operation data, the photovoltaic operation data, the cold/heat operation data and the gas operation data are sent to the data analysis application unit 30 through the data platform unit 20.
The present invention includes, but is not limited to, the above-described energy production methods, and other types of energy obtaining methods.
Since different power generation devices are located in different areas, such as photovoltaic power generation, which may be distributed power generation on residential roofs, or large-scale power generation stations with sufficient sunlight, which are installed in the gobi of desert, and thus independent information acquisition circuits and devices are required, in an embodiment of the present invention, the smart energy internet module includes a photovoltaic power grid internet submodule, a wind grid internet submodule, a natural gas grid internet submodule, and a geotherm internet submodule, and the photovoltaic power grid internet submodule is configured to implement transmission and measurement of photovoltaic electric energy to obtain light measurement information, and transmit the light measurement information to the data platform unit 20; the wind network internet submodule is used for realizing the transmission and measurement of wind energy to obtain wind measurement information and sending the wind measurement information to the data platform unit 20; the natural gas network internet submodule is used for realizing the transportation and the measurement of natural gas to obtain natural gas measurement information and sending the natural gas measurement information to the data platform layer; and the geothermal network internet submodule is used for realizing the transmission and measurement of geothermal energy to obtain geothermal measurement information and sending the geothermal measurement information to the data platform layer.
In the invention, the running information and the power generation information of the corresponding equipment are collected and the corresponding control command is issued through the respective Internet sub-modules, and the power generation control flexibility of the power generation equipment is improved because each type of power generation equipment adopts a single control mode.
Because resources in different regions are different, if the lighting conditions of the regions are good, the wind conditions of some regions are good, the water conditions of some regions are good, and if photovoltaic power generation cannot be realized at night, the power generation proportion needs to be adjusted.
The comprehensive intelligent energy management and control system based on the Internet of things can reasonably distribute respective generated electricity according to different electricity and energy requirements, reduces energy consumption and power generation cost, and improves comprehensive energy utilization rate. If the required generated power is 10 ten thousand kilowatts at a certain time, the power output from a fixed clean energy power generation facility may be far from the requirements in terms of power generation cost, power quality, and utility efficiency of the power facility. If the power generation equipment with large fluctuation such as photovoltaic power generation and wind power generation is only relied on, the power fluctuation of the generated power is large, the power quality reliability is poor, and particularly, the power generation cannot be normally performed under the conditions of poor light and weak wind power. Therefore, the proportion needs to be adjusted in real time, and the power generation ratio needs to be optimized, so that new energy or resources with lower power generation cost can be utilized as much as possible to generate power. If the utilization efficiency of clean energy such as photovoltaic power generation, wind power generation and the like is considered preferentially, the power generation proportion can be increased properly, the use of fossil energy is reduced, the pollution to the environment is reduced, and the comprehensive benefit is improved.
The power generation cost of the power generation resources of different power generation equipment can change along with time, for example, the intensity of wind power can change along with the change of seasons, so that the wind power fluctuates, the unit power generation cost changes, the same rainy days and winter photovoltaic power generation is different from summer, the summer obvious sunshine time is long, the illumination intensity is high, the actual power generation cost is lower, and the price of the gas power generation equipment fluctuates continuously in the market.
Therefore, the adjustment needs to be continuously performed to obtain an optimized power generation manner, in one embodiment, the comprehensive smart energy management and control system based on the internet of things further includes an energy coefficient adjustment module connected to the data analysis application unit 30, and configured to calculate power generation coefficients of the wind power control submodule, the geothermal energy control submodule, the gas power station submodule, and the photovoltaic control submodule according to a preset program according to local natural resources, and the data analysis application unit 30 finely adjusts the power generation proportion according to the power generation coefficients and then sends the power generation proportion to the smart energy unit 10.
The invention does not limit the setting of the power generation coefficient, for example, in coastal and inland areas, in areas with strong illumination and large wind power, the setting can be carried out according to the regional characteristics, and the adjustment can be carried out along with seasonal changes on the same area facing to geographical changes and the like, so that the real-time automatic dynamic adjustment of the power generation coefficient is realized.
In order to further realize macroscopic management, in an embodiment, the comprehensive intelligent energy management and control system based on the internet of things further includes a statistical unit connected to the data analysis application unit 30, and configured to perform statistics on actual power generation and power supply of power generation equipment corresponding to the wind power control submodule, the geothermal energy control submodule, the gas power station submodule, and the photovoltaic control submodule within a predetermined time period.
By carrying out real-time statistics on energy production, consumption and conversion in the system, accurate control is realized, real-time adjustment of energy production and conversion of different types is realized, the use of fossil resources is reduced, and the utilization efficiency of renewable energy is improved.
In one embodiment of the present invention, the comprehensive intelligent energy management and control system based on the internet of things further includes a weather collecting module connected to the data analysis application unit 30, and configured to collect weather information of a specified area in a future predetermined time, generate expected trend information of power consumption and power generation influence factors of specified types of power devices according to a preset program according to the weather information, and send the expected trend information of power consumption and the power generation influence factors of the specified types of power devices to the data analysis application unit 30, where the data analysis application unit 30 sends the expected trend information of power consumption and the power generation influence factors to the data analysis application unit 30 after correcting the power generation proportion according to the expected trend information of power consumption and the power generation influence factors To the smart energy unit 10.
The method is not limited to the specific information collection and processing modes of the meteorological collection module, for example, for power generation, whether the area with the specified size is rainy or not is judged, so that the method can greatly help photovoltaic power generation, the wind power level can greatly help the power generation of wind power equipment, and the power generation power of the wind power equipment can be adjusted according to different wind power levels; in the aspect of power utilization, temperature collection can be performed, and power utilization requirements are different under the conditions of high temperature, extremely high temperature, low temperature, extremely low temperature and the like, so that power generation amount adjustment is realized through feedback.
In the present invention, since information transmission needs to be performed on a plurality of devices, in one embodiment, the integrated smart energy management and control system based on the internet of things further includes a communication unit connected to the data platform unit 20 and the smart energy layer.
The invention does not limit the communication units, the communication units include but are not limited to 5G modules and WIFI modules, the number of the communication units is not limited, and the traditional wired communication can be used, or the wired communication and the wireless communication can be used simultaneously.
In summary, the comprehensive intelligent energy management and control system based on the internet of things provided by the embodiment of the invention collects data of energy production and consumption through the intelligent energy unit, stores the data by the data platform unit, analyzes the data by the data analysis application unit to obtain the energy consumption trend and the power generation data and the energy consumption trend data of the corresponding equipment of various energy sources in the system, controls the control parameters of the corresponding equipment of various energy sources according to the preset program, realizes integrated overall coordination management of energy production and consumption, analyzes and processes the existing data, realizes intelligent management of energy production, improves the utilization efficiency of energy sources, and reduces the management cost. The comprehensive intelligent energy management and control system based on the internet of things is described in detail above. The principles and embodiments of the present invention are explained herein using specific examples, which are presented only to assist in understanding the method and its core concepts. It should be noted that, for those skilled in the art, it is possible to make various improvements and modifications to the present invention without departing from the principle of the present invention, and those improvements and modifications also fall within the scope of the claims of the present invention.

Claims (10)

1. The utility model provides a synthesize wisdom energy management and control system based on thing networking which characterized in that includes: the intelligent energy source unit collects production data of various types of electric energy in the system and operation data of related equipment, collects electric energy consumption data of various areas and sends the electric energy consumption data to the data platform unit, the data analysis application unit analyzes and processes the production data of various types of electric energy in the system, the operation data of related equipment and the electric energy consumption data of various areas in real time according to a preset program after acquiring the production data, the operation data and the electric energy consumption data of the various areas in the system by the data platform unit, sending the electric energy consumption trend and the generating data trend of the corresponding equipment of various electric energies in the system to the intelligent energy unit and the data platform unit, the intelligent energy unit controls the control parameters of the corresponding equipment of various types of electric energy according to the electric energy consumption trend and the power generation data trend of the corresponding equipment of various types of electric energy in the system and a preset program.
2. The integrated intelligent energy management and control system based on the internet of things of claim 1, wherein the intelligent energy unit comprises an intelligent energy production module, an intelligent energy utilization module, an intelligent energy storage module and an intelligent energy internet module; the intelligent energy production module is used for controlling the production operation of energy in the system and acquiring the operation data of each energy production and related equipment; the intelligent energy utilization module is used for controlling each energy utilization device in the system and acquiring related information of each energy consumption; the intelligent energy storage module is used for controlling the energy storage equipment and acquiring related information of the energy storage equipment and energy; wisdom internet module is used for acquireing wisdom energy production module wisdom energy module with wisdom energy storage module's operating data and to data platform unit output and to wisdom energy production module wisdom energy module with wisdom energy storage module sends control parameter.
3. The system according to claim 2, wherein the intelligent energy management system based on the Internet of things, the intelligent energy production module comprises a wind power control submodule, a geothermal energy control submodule, a gas power station submodule and a photovoltaic control submodule, after the wind power control submodule acquires wind power operation data of each device in the photovoltaic power generation system, the photovoltaic control submodule acquires photovoltaic operation data of each device in the photovoltaic power generation system, the geothermal energy control submodule acquires geothermal operation data of each device in cold/heat source production, and the gas power station submodule acquires gas operation data of each device in the gas power station, and the wind power operation data, the photovoltaic operation data, the cold/hot operation data and the gas operation data are sent to the data analysis application unit through the data platform unit.
4. The integrated intelligent energy management and control system based on the internet of things as claimed in claim 3, wherein the intelligent energy internet module comprises a photovoltaic power grid internet submodule, a wind grid internet submodule, a natural gas grid internet submodule and a geothermal grid internet submodule, wherein the photovoltaic power grid internet submodule is used for realizing the transmission and metering of photovoltaic electric energy to obtain light metering information and sending the light metering information to the data platform unit; the wind network internet submodule is used for realizing the transmission and measurement of wind energy to obtain wind measurement information and sending the wind measurement information to the data platform unit; the natural gas network internet submodule is used for realizing the transportation and the measurement of natural gas to obtain natural gas measurement information and sending the natural gas measurement information to the data platform layer; and the geothermal network internet submodule is used for realizing the transmission and measurement of geothermal energy sources, obtaining geothermal measurement information and sending the geothermal measurement information to the data platform layer.
5. The comprehensive intelligent energy management and control system based on the internet of things as claimed in claim 4, further comprising an energy coefficient setting module connected to the data analysis application unit and used for adjusting and controlling the power generation proportion of the power generation equipment corresponding to the wind power control submodule, the geothermal energy control submodule, the gas power station submodule and the photovoltaic control submodule according to an instruction input by a user.
6. The comprehensive intelligent energy management and control system based on the internet of things as claimed in claim 5, further comprising an energy coefficient adjusting module connected to the data analysis application unit, and configured to calculate power generation coefficients of the wind power control submodule, the geothermal energy control submodule, the gas power station submodule and the photovoltaic control submodule according to a preset program according to regional natural resources, and the data analysis application unit performs fine adjustment on the power generation ratio according to the power generation coefficients and then sends the fine adjustment to the intelligent energy unit.
7. The comprehensive intelligent energy management and control system based on the internet of things as claimed in claim 6, further comprising a statistical unit connected to the data analysis application unit and used for counting the actual generated energy and supplied energy of the power generation equipment corresponding to the wind power control submodule, the geothermal energy control submodule, the gas power station submodule and the photovoltaic control submodule within a predetermined time period.
8. The system as claimed in claim 7, further comprising a weather collection module connected to the data analysis application unit, configured to collect weather information of a designated area at a predetermined time in the future, generate expected trend information of power consumption and power generation influence factors of designated types of power devices according to a preset program according to the weather information, and send the information to the data analysis application unit, where the data analysis application unit modifies the power generation ratio according to the expected trend information of power consumption and the power generation influence factors and sends the information to the smart energy unit.
9. The system according to claim 8, further comprising a communication unit connected to the data platform unit and the smart energy layer.
10. The system according to claim 9, wherein the communication unit includes at least one of a 5G module and a WIFI module.
CN202110104423.8A 2021-01-26 2021-01-26 Comprehensive intelligent energy management and control system based on Internet of things Pending CN112882403A (en)

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CN114565327A (en) * 2022-04-29 2022-05-31 深圳科信能源科技有限公司 Wisdom energy management and control system based on thing networking
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CN110426590A (en) * 2019-07-15 2019-11-08 国电南瑞科技股份有限公司 A kind of multipotency information interactive device suitable for integrated energy system

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CN114615292A (en) * 2022-01-24 2022-06-10 浙江华云信息科技有限公司 Multi-mode Internet of things smart energy data acquisition system
CN114565327A (en) * 2022-04-29 2022-05-31 深圳科信能源科技有限公司 Wisdom energy management and control system based on thing networking
CN114565327B (en) * 2022-04-29 2022-07-05 深圳科信能源科技有限公司 Wisdom energy management and control system based on thing networking

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