Boiler environmental protection island system based on energy collaborative optimization technology

Abstract

The invention relates to the technical field of energy and environmental protection, and discloses a boiler environmental protection island system based on an energy collaborative optimization technology, which comprises a data acquisition module, a data analysis module, an optimization decision module, a command execution module and a feedback adjustment module, a data analysis module in the system uses a formula to calculate a data set collected by the data analysis module, a boiler emission pollution index Qrl and a post-denitration air pollution index Mej are obtained through calculation, a comprehensive environmental protection coefficient Uqm is obtained through calculation by combining the two data results, and an optimization decision module optimizes the system according to the comprehensive environmental protection coefficient Uqm. The command execution module converts a data result and executes an operation command, the feedback adjustment module is connected with the data analysis module again after receiving information to form closed-loop control, and the system solves the problem that air pollutants generated by a traditional boiler pollute the environment by continuously circulating the system process.

Description

Technical Field

[0001] The present invention relates to the field of energy and environmental protection technology, and in particular to a boiler environmental protection island system based on energy collaborative optimization technology. Background Art

[0002] In the context of increasingly serious environmental problems and energy crises facing the world, traditional boiler technology no longer meets the needs of modern society. Traditional boiler systems generally have problems with low energy efficiency and high pollution emissions, which have become an important factor restricting the sustainable development of the economy and society. For example, traditional boilers emit a large amount of carbon dioxide and other greenhouse gases when burning fossil fuels such as coal, which has a direct negative impact on global climate change. In addition, due to technical and management limitations, traditional boilers also release a variety of pollutants such as sulfur dioxide, nitrogen oxides and fine particulate matter during operation. These emissions not only cause the deterioration of air quality, but are also one of the main causes of acid rain, haze and health problems. Therefore, how to improve traditional boiler technology, improve energy efficiency and reduce environmental pollution has become an urgent problem to be solved in science and technology and industry. The boiler environmental protection island system based on energy synergistic optimization technology was proposed and developed in this context, aiming to achieve efficient energy utilization and emission reduction goals through advanced technical means to respond to the requirements of global environmental protection and sustainable development. Summary of the invention

[0003] 1. Technical issues to be solved

[0004] In view of the deficiencies of the prior art, the present invention provides a boiler environmental protection island system based on energy collaborative optimization technology, which has the advantage of environmental friendliness and solves the problem of air pollutants generated by traditional boilers causing pollution to the environment.

[0005] (II) Technical solution

[0006] To achieve the above-mentioned purpose, the present invention provides the following technical solutions: a boiler environmental protection island system based on energy collaborative optimization technology, the system includes a data acquisition module, a data analysis module, an optimization decision module, a command execution module and a feedback adjustment module;

[0007] The data acquisition module includes a boiler unit, a denitration device unit and an auxiliary device unit;

[0008] The boiler unit collects combustion fuel data and pollutant data through sensors and monitoring equipment, and after numbering, transmits them to the data analysis module through network sensors. The denitration device unit collects reductant data and residual pollutant concentration data after denitration through sensors and analysis instruments, and after numbering, transmits them to the data analysis module through network sensors. The auxiliary device unit includes an electrostatic precipitator, a vibration device, an ammonia injection device and a controller. The data collection module is connected to the data analysis module through a network sensor.

[0009] The data analysis module includes a boiler pollutant analysis unit, a post-denitrification air pollution analysis unit and a comprehensive unit. The boiler pollutant analysis unit calculates the boiler emission pollution index Qrl according to the pollutant data, the post-denitrification air pollution analysis unit calculates the post-denitrification air pollution index Mej according to the residual pollutant concentration data after denitrification, and the comprehensive unit calculates the comprehensive environmental protection coefficient Uqm according to the combustion fuel data, the reducing agent data, the boiler emission pollution index Qrl and the post-denitrification air pollution index Mej. The data analysis module is connected to the optimization decision module through a network sensor;

[0010] The optimization decision module optimizes the system according to the comprehensive environmental protection coefficient Uqm, and the optimization decision module is connected to the command execution module through a network sensor;

[0011] The command execution module converts the data results and executes the operation command, and the command execution module adjusts the module through the network sensor and feedback;

[0012] After receiving the information, the feedback adjustment module is connected to the data analysis module to form a closed-loop control.

[0013] Preferably, the boiler unit classifies and numbers the combustion fuel data and the pollutant data according to their characteristics, the combustion fuel data includes the estimated combustion amount of the combustion fuel and the actual combustion amount of the combustion fuel, and are numbered O1 and O2, the pollutant data includes the particulate matter emission concentration, the sulfur dioxide emission concentration, the nitrogen oxide emission concentration, the carbon monoxide emission concentration and the weight values ​​of the pollutants, the particulate matter emission concentration, the sulfur dioxide emission concentration, the nitrogen oxide emission concentration and the carbon monoxide emission concentration are numbered R1, R2, R3, R4, and the weights of the particulate matter emission concentration, the sulfur dioxide emission concentration, the nitrogen oxide emission concentration and the carbon monoxide emission concentration are numbered a1, a2, a3, a4.

[0014] Preferably, the boiler pollutant analysis unit calculates the boiler emission pollution index Qrl according to the combustion fuel data and the pollutant data, and the calculation formula is:

[0015]

[0016] In the formula, Qrl represents the boiler emission pollution index, represents the particle emission index, represents the sulfur dioxide emission index, represents the nitrogen oxide emission index, represents the carbon monoxide emission index, and R1, R2, R3 and R4 represent the environmental pollutant emission quality standard values ​​corresponding to the particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration and carbon monoxide emission concentration respectively.

[0017] Preferably, the denitration device unit is numbered according to the characteristics of the reducing agent data and the residual pollutant concentration data after denitration, the reducing agent data includes the estimated amount of reducing agent used and the actual amount of reducing agent used, and is numbered as E1, E2, the residual pollutant concentration data after denitration and the corresponding weight data, and the residual pollutant concentration data after denitration is numbered as J1, J2, J3, ... J n The weight numbers corresponding to the residual pollutant concentration data after denitrification are b1, b2, b3, ... b n .

[0018] Preferably, the post-denitrification air pollution analysis unit calculates the post-denitrification air pollution index Mej according to the post-denitrification residual pollutant concentration data analysis unit, and the calculation formula is:

[0019] Mej=Σ(J n / Jk n )*b n

[0020] In the formula, Mej represents the air pollution index after denitrification, J1, J2, J3, ...J n Indicates the residual pollutant concentration data after denitrification, Jk1, Jk2, Jk3, ...Jk n Indicates the environmental pollutant emission quality standard values ​​corresponding to the residual pollutant concentration data after denitrification, J n / Jk n represents the removal ratio of residual pollutants after denitrification, b n It represents the weights of the residual pollutants after denitrification, n is the type of pollutants, ranging from 1, 2, 3…n.

[0021] Preferably, the auxiliary device unit includes an electrostatic precipitator, a vibration device, an ammonia injection device and a controller. The electrostatic precipitator is used to remove suspended particles in the flue gas in the flue gas channel at the boiler outlet. The vibration device is used in conjunction with the dust removal equipment to remove dust accumulation on the electrode plates or filter bags. The ammonia injection device and the controller are part of the SCR denitrification system and are responsible for controlling and regulating the amount of ammonia injected into the flue gas.

[0022] Preferably, the comprehensive unit calculates the comprehensive environmental protection coefficient Uqm according to the boiler emission pollution index Qrl and the air pollution index after denitration Mej, and the data analysis module is connected to the optimization decision module through a network sensor, and its calculation formula is:

[0023]

[0024] In the formula, Uqm represents the comprehensive environmental protection coefficient. Indicates the combustion efficiency, represents the reducing agent utilization efficiency, and {1-(Qrl+Mej)} represents the ambient air cleanliness coefficient.

[0025] Preferably, the optimization decision module optimizes the processing parameters of the boiler unit, the denitrification device unit and the auxiliary device unit according to the comprehensive environmental protection coefficient Uqm, and the optimization decision module is connected to the command execution module through a network sensor.

[0026] Preferably, the command execution module converts the optimization decision into a specific operation command, automatically or manually adjusts the operating parameters of the boiler and the environmental protection equipment, and the command execution module adjusts the module through a network sensor and feedback.

[0027] Preferably, the feedback adjustment module monitors the effect of the optimization measures after execution and feeds the results back to the data processing and analysis module to form a closed-loop control.

[0028] Compared with the prior art, the present invention provides a boiler environmental protection island system based on energy collaborative optimization technology, which has the following features:

[0029] Beneficial effects:

[0030] 1. The present invention provides a method for comprehensively evaluating the environmental impact of particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration, and carbon monoxide emission concentration in boiler exhaust gas through the calculation formula of boiler pollution index. This formula not only takes into account the emission concentrations of these four pollutants, but also includes their corresponding environmental pollutant emission quality standard values, as well as the relative weights of the four pollutants. Through this comprehensive evaluation, a specific value can be obtained to indicate the environmental friendliness of boiler flue gas treatment. At the same time, the pollutants added by the monitoring station can also be substituted into the formula for calculation, which has the beneficial effect of multi-purpose.

[0031] 2. The present invention can achieve refined management of pollutants through the working process of the denitrification device and combined with the calculation of the pollution index. After the calculation results are obtained, an automatic recycling program is started to optimize the denitrification process parameters, thereby reducing the consumption of reducing agents, improving resource utilization efficiency, and reducing enterprise operating costs. At the same time, by reducing pollutant emissions, enterprises can not only increase economic benefits, but also enhance their image in environmental protection and market competitiveness. BRIEF DESCRIPTION OF THE DRAWINGS

[0032] Figure 1 It is a schematic diagram of the structure of the present invention; DETAILED DESCRIPTION

[0033] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0034] See also Figure 1 ,The boiler environmental protection island system based on energy collaborative optimization technology,the system includes data acquisition module, data analysis module, optimization decision module, command execution module and feedback adjustment module;

[0035] The data acquisition module includes a boiler unit, a denitration device unit and an auxiliary device unit;

[0036] The boiler unit collects combustion fuel data and pollutant data through sensors and monitoring equipment, and after numbering, transmits them to the data analysis module through network sensors. The denitrification unit collects reductant data and residual pollutant concentration data after denitrification through sensors and analytical instruments, and after numbering, transmits them to the data analysis module through network sensors. The auxiliary device unit includes an electrostatic precipitator, a vibrating device, an ammonia injection device and a controller. The data collection module is connected to the data analysis module through a network sensor.

[0037] The data analysis module includes a boiler pollutant analysis unit, a post-denitrification air pollution analysis unit and a comprehensive unit. The boiler pollutant analysis unit calculates the boiler emission pollution index Qrl based on the pollutant data. The post-denitrification air pollution analysis unit calculates the post-denitrification air pollution index Mej based on the residual pollutant concentration data after denitrification. The comprehensive unit calculates the comprehensive environmental protection coefficient Uqm based on the combustion fuel data, the reducing agent data, the boiler emission pollution index Qrl and the post-denitrification air pollution index Mej. The data analysis module is connected to the optimization decision module through a network sensor;

[0038] The optimization decision module optimizes the system according to the comprehensive environmental protection coefficient Uqm, and the optimization decision module is connected with the command execution module through the network sensor;

[0039] The command execution module converts the data results and executes the operation command, and the command execution module is through the network sensor and the feedback adjustment module;

[0040] After receiving the information, the feedback adjustment module is connected to the data analysis module to form a closed-loop control.

[0041] The boiler units are classified and numbered according to the characteristics of combustion fuel data and pollutant data. The combustion fuel data include the estimated combustion amount of combustion fuel and the actual combustion amount of combustion fuel, and are numbered O1 and O2. The pollutant data include particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration, carbon monoxide emission concentration and pollutant weight values. The particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration and carbon monoxide emission concentration are numbered R1, R2, R3, R4, and the weights of particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration and carbon monoxide emission concentration are numbered a1, a2, a3, a4.

[0042] The boiler pollutant analysis unit calculates the boiler emission pollution index Qrl based on the combustion fuel data and pollutant data. The calculation formula is:

[0043]

[0044] In the formula, Qrl represents the boiler emission pollution index, represents the particle emission index, represents the sulfur dioxide emission index, represents the nitrogen oxide emission index, represents the carbon monoxide emission index, R1, R2, R3, and R4 represent the environmental pollutant emission quality standard values ​​corresponding to the particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration, and carbon monoxide emission concentration, respectively. By comparing the particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration, and carbon monoxide emission concentration with the corresponding environmental quality standards, the calculation formula can comprehensively consider the influence of comprehensive pollutants, thereby providing a comprehensive environmental impact assessment for the flue gas emissions of the boiler. This comprehensive pollutant calculation method can more accurately reflect the overall environmental performance of the boiler than the calculation method of a single pollutant indicator.

[0045] The advantages are: the calculation formula of the boiler pollution index provides a method for comprehensively evaluating the environmental impact of the particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration, and carbon monoxide emission concentration in the boiler exhaust gas. This formula not only takes into account the emission concentrations of these four pollutants, but also includes their corresponding environmental pollutant emission quality standard values, as well as the relative weights of the four pollutants. Through this comprehensive evaluation, a specific value can be obtained to indicate the environmental friendliness of the boiler flue gas treatment. At the same time, the pollutants added by the monitoring station can also be substituted into the formula for calculation, which has the beneficial effect of multiple uses.

[0046] The denitration device unit is numbered according to the characteristics of the reductant data and the residual pollutant concentration data after denitration. The reductant data includes the estimated use of the reductant and the actual use of the reductant, and is numbered E1 and E2. It includes the residual pollutant concentration data after denitration and the corresponding weight data. The residual pollutant concentration data after denitration is numbered J1, J2, J3, ... J n The weight numbers corresponding to the residual pollutant concentration data after denitrification are b1, b2, b3, ... b n .

[0047] The post-denitrification air pollution analysis unit calculates the post-denitrification air pollution index Mej according to the post-denitrification residual pollutant concentration data analysis unit, and the calculation formula is:

[0048] Mej=∑(J n / Jk n )*b n

[0049] In the formula, Mej represents the air pollution index after denitrification, J1, J2, J3, ...J n Indicates the residual pollutant concentration data after denitrification, Jk1, Jk2, Jk3, ...Jk n Indicates the environmental pollutant emission quality standard values ​​corresponding to the residual pollutant concentration data after denitrification, J n / Jk n represents the removal ratio of residual pollutants after denitrification, b n It represents the weight corresponding to the residual pollutants after denitrification, n is the type of pollutants, from 1, 2, 3...n. With the updating of environmental protection laws and regulations and the improvement of environmental protection requirements, the pollutant emission standards and weight values ​​can be adjusted according to actual conditions. This flexibility ensures that the boiler pollution index calculation method can adapt to the ever-changing environmental protection needs.

[0050] The advantages are: through the working process of the denitrification device and combined with the calculation of the pollution index, refined management of pollutants can be achieved. After the calculation results are obtained, an automatic recycling program is started to optimize the denitrification process parameters, thereby reducing the consumption of reducing agents, improving resource utilization efficiency, and reducing enterprise operating costs. At the same time, by reducing pollutant emissions, enterprises can not only increase economic benefits, but also enhance their image in environmental protection and market competitiveness.

[0051] The auxiliary device unit includes an electrostatic precipitator, a vibration device, an ammonia injection device and a controller. The electrostatic precipitator is used to remove suspended particles in the flue gas in the flue gas channel at the boiler outlet. The vibration device is used in conjunction with the dust removal equipment to remove ash deposits on the electrode plates or filter bags. The ammonia injection device and controller are part of the SCR denitrification system and are responsible for controlling and adjusting the amount of ammonia injected into the flue gas.

[0052] The advantages are: through the cooperation of auxiliary devices, the boiler and denitrification device in the main device can be regularly maintained and cleaned, thereby effectively preventing the occurrence of equipment failure. This auxiliary behavior not only improves the stability and reliability of the main device, but also ensures that the entire system can operate continuously and stably, while also avoiding the risk of excessive flue gas emissions due to equipment failure, ensuring the effectiveness of environmental protection indicators. The design of the auxiliary device enables the entire system to flexibly adapt to different working conditions and flue gas conditions, which helps to deal with excessive values ​​of boiler flue gas pollutants in industrial production.

[0053] The comprehensive unit calculates the comprehensive environmental protection coefficient Uqm according to the boiler emission pollution index Qrl and the air pollution index after denitrification Mej. The data analysis module is connected to the optimization decision module through the network sensor, and its calculation formula is:

[0054]

[0055] In the formula, Uqm represents the comprehensive environmental protection coefficient. Indicates the combustion efficiency, represents the reducing agent utilization efficiency, and {1-(Qrl+Mej)} represents the ambient air cleanliness coefficient.

[0056] The advantages are: the calculation of the comprehensive environmental protection coefficient promotes the construction of the environmental monitoring network and the improvement of data analysis capabilities. Through in-depth analysis of the environmental protection coefficient Uqm, the emission pattern of pollutants can be better analyzed, providing a data analysis basis for environmental protection management of boiler flue gas.

[0057] The optimization decision module optimizes the processing parameters of the boiler unit, the denitrification device unit and the auxiliary device unit according to the comprehensive environmental protection coefficient Uqm. The optimization decision module is connected to the command execution module through a network sensor.

[0058] The command execution module converts the optimization decision into specific operation commands, automatically or manually adjusts the operating parameters of the boiler and environmental protection equipment, and the command execution module adjusts the module through network sensors and feedback.

[0059] The feedback adjustment module monitors the effects of the optimization measures and feeds the results back to the data processing and analysis module to form a closed-loop control.

[0060] The advantages are: the closed-loop control of the system not only optimizes the parameters of the boiler unit, denitrification unit and auxiliary unit to improve production efficiency and environmental protection performance, but also through the combination of the command execution module and the feedback adjustment module, the system can automatically adjust and optimize the operating parameters, reducing dependence on human intervention, and through the continuous monitoring and feedback mechanism of the feedback adjustment module, ensure continuous optimization of decisions.

[0061] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. The boiler environmental protection island system based on energy collaborative optimization technology is characterized by: The system includes a data acquisition module, a data analysis module, an optimization decision module, a command execution module and a feedback adjustment module; The data acquisition module includes a boiler unit, a denitration device unit and an auxiliary device unit; The boiler unit collects combustion fuel data and pollutant data through sensors and monitoring equipment, and after numbering, transmits them to the data analysis module through network sensors. The denitration device unit collects reductant data and residual pollutant concentration data after denitration through sensors and analysis instruments, and after numbering, transmits them to the data analysis module through network sensors. The auxiliary device unit includes an electrostatic precipitator, a vibration device, an ammonia injection device and a controller. The data collection module is connected to the data analysis module through a network sensor. The data analysis module includes a boiler pollutant analysis unit, a post-denitrification air pollution analysis unit and a comprehensive unit. The boiler pollutant analysis unit calculates the boiler emission pollution index Qrl according to the pollutant data, the post-denitrification air pollution analysis unit calculates the post-denitrification air pollution index Mej according to the residual pollutant concentration data after denitrification, and the comprehensive unit calculates the comprehensive environmental protection coefficient Uqm according to the combustion fuel data, the reducing agent data, the boiler emission pollution index Qrl and the post-denitrification air pollution index Mej. The data analysis module is connected to the optimization decision module through a network sensor; The optimization decision module optimizes the system according to the comprehensive environmental protection coefficient Uqm, and the optimization decision module is connected to the command execution module through a network sensor; The command execution module converts the data results and executes the operation command, and the command execution module adjusts the module through the network sensor and feedback; After receiving the information, the feedback adjustment module is connected to the data analysis module to form a closed-loop control.

2. The boiler environmental protection island system based on energy collaborative optimization technology according to claim 1 is characterized by: The boiler unit classifies and numbers the combustion fuel data and pollutant data according to their characteristics. The combustion fuel data includes the estimated combustion amount of the combustion fuel and the actual combustion amount of the combustion fuel, and are numbered O1 and O2. The pollutant data includes particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration, carbon monoxide emission concentration and pollutant weight values. The particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration and carbon monoxide emission concentration are numbered R1, R2, R3, and R4. The weights of the particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration, and carbon monoxide emission concentration are numbered a1, a2, a3, and a4.

3. The boiler environmental protection island system based on energy collaborative optimization technology according to claim 2 is characterized by: The boiler pollutant analysis unit calculates the boiler emission pollution index Qrl according to the combustion fuel data and the pollutant data, and the calculation formula is: In the formula, Qrl represents the boiler emission pollution index, represents the particle emission index, represents the sulfur dioxide emission index, represents the nitrogen oxide emission index, represents the carbon monoxide emission index, and R1, R2, R3 and R4 represent the environmental pollutant emission quality standard values ​​corresponding to the particulate matter emission concentration, sulfur dioxide emission concentration, nitrogen oxide emission concentration and carbon monoxide emission concentration respectively.

4. The boiler environmental protection island system based on energy collaborative optimization technology according to claim 1 is characterized by: The denitration device unit is numbered according to the characteristics of the reducing agent data and the residual pollutant concentration data after denitration. The reducing agent data includes the estimated amount of reducing agent used and the actual amount of reducing agent used, and is numbered as E1 and E2. The residual pollutant concentration data after denitration and the corresponding weight data are numbered as J1, J2, J3, ... J n The weight numbers corresponding to the residual pollutant concentration data after denitrification are b1, b2, b3, ... b n .

5. The boiler environmental protection island system based on energy collaborative optimization technology according to claim 1 is characterized by: The post-denitrification air pollution analysis unit calculates the post-denitrification air pollution index Mej according to the post-denitrification residual pollutant concentration data analysis unit, and the calculation formula is: Mej=∑(J n / Jk n )*b n In the formula, Mej represents the air pollution index after denitrification, J1, J2, J3, ...J n Indicates the residual pollutant concentration data after denitrification, Jk1, Jk2, Jk3, ...Jk n Indicates the environmental pollutant emission quality standard values ​​corresponding to the residual pollutant concentration data after denitrification, J n / Jk n represents the removal ratio of residual pollutants after denitrification, b n It represents the weights of the residual pollutants after denitrification, n is the type of pollutants, ranging from 1, 2, 3…n.

6. The boiler environmental protection island system based on energy collaborative optimization technology according to claim 1 is characterized by: The auxiliary device unit includes an electrostatic precipitator, a vibration device, an ammonia injection device and a controller. The electrostatic precipitator is used to remove suspended particles in the flue gas in the flue gas channel at the boiler outlet. The vibration device is used in conjunction with the dust removal equipment to remove dust accumulation on the electrode plates or filter bags. The ammonia injection device and the controller are part of the SCR denitrification system and are responsible for controlling and adjusting the amount of ammonia injected into the flue gas.

7. The boiler environmental protection island system based on energy collaborative optimization technology according to claim 5 is characterized by: The comprehensive unit calculates the comprehensive environmental protection coefficient Uqm according to the boiler emission pollution index Qrl and the air pollution index after denitration Mej. The data analysis module is connected to the optimization decision module through a network sensor, and its calculation formula is: In the formula, Uqm represents the comprehensive environmental protection coefficient. Indicates the combustion efficiency, represents the reducing agent utilization efficiency, and {1-(Qrl+Mej)) represents the ambient air cleanliness coefficient.

8. The boiler environmental protection island system based on energy collaborative optimization technology according to claim 1 is characterized by: The optimization decision module optimizes the processing parameters of the boiler unit, the denitration device unit and the auxiliary device unit according to the comprehensive environmental protection coefficient Uqm, and the optimization decision module is connected to the command execution module through a network sensor.

9. The boiler environmental protection island system based on energy collaborative optimization technology according to claim 1 is characterized by: The command execution module converts the optimization decision into a specific operation command, automatically or manually adjusts the operating parameters of the boiler and the environmental protection equipment, and the command execution module adjusts the module through the network sensor and the feedback.

10. The boiler environmental protection island system based on energy collaborative optimization technology according to claim 1 is characterized by: The feedback adjustment module monitors the effect of the optimization measures after execution and feeds the results back to the data processing and analysis module to form a closed-loop control.

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