An intelligent treatment system and method for zero discharge of waste water in a thermal power plant

CN121292565BActive Publication Date: 2026-10-30HUANENG HUNAN YUEYANG POWER GENERATION CO LTD
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Patent Information

Application Number
CN202511414535.8
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2025-09-29
Publication Date
2026-10-30
Estimated Expiration
2045-09-29

AI Technical Summary

Technical Problem

[0003]本发明提供一种火电厂废水零排放的智能处理系统及方法,目的在于解决目前的废水处理系统,介入人工经验调节烟气量,响应速度较慢,结垢的问题相对突出,塔壁结垢速率快传统设备每72小时需停机清理,对金属资源无法回收利用造成资源浪费的问题

Benefits of technology

本发明一种火电厂废水零排放的智能处理系统,通过双级雾化协同提升处理效率,采用高频超声初级破碎和离心雾化二级细化,使液滴粒径从50-80μm降至5-15μm,锯齿叶轮设计增强流体剪切力,配合温度传感器实现雾化过程精准控温。该智能处理系统通过动态烟气智能配比系统,通过LSTM预测模型实时调节烟气量,压力变送器和高温流量计构建闭环控制,预测误差小于2%;通过防结垢长效运行保障,环形阵列喷嘴形成0.5mm氮气膜隔离层,结合涡流发生器延长设备清洁周期3倍惰性气体保护系统使塔壁结垢率下降76%。通过资源回收一体化设计,电磁分选筒实现渣料金属成分高效分离,滚筒冷却机和电动推杆密封结构,热能回收效率提升。

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Abstract

The application discloses a kind of intelligent processing system and method of thermal power plant wastewater zero discharge, belong to thermal power plant technical field, system: the left side of drying tower body is provided with two-stage atomization collaborative assembly, the top of drying tower body is provided with dynamic flue gas proportioning assembly, the inside of drying tower body is provided with anti-fouling component, and the bottom of drying tower body is fixedly installed with sorting component;Two mist collaborative components include high-frequency ultrasonic generator, the left side of drying tower body is installed with high-frequency ultrasonic generator, the top of high-frequency ultrasonic generator is fixedly installed with feed pipe, and the outside of high-frequency ultrasonic generator is installed with ultrasonic transducer.The intelligent processing system of thermal power plant wastewater zero discharge, through two-stage atomization collaborative promotion processing efficiency, uses high-frequency ultrasonic primary crushing+centrifugal atomization secondary refinement, so that droplet size is reduced from 50-80 μm to 5-15 μm, sawtooth impeller design enhances fluid shear force, and temperature sensor is realized precision temperature control in atomization process.
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Description

Technical Field

[0001] This invention belongs to the field of thermal power plant technology, specifically relating to an intelligent treatment system and method for zero discharge of wastewater from thermal power plants. Background Technology

[0002] A thermal power plant (thermal power plant) is a factory that uses combustibles such as coal, oil, and natural gas as fuel, converting chemical energy into heat energy through combustion, which then drives steam turbines or gas turbines to generate electricity. To protect the environment and achieve energy conservation and emission reduction, existing thermal power plants typically require wastewater and exhaust gas treatment. However, existing wastewater treatment systems, which rely on manual experience to adjust flue gas flow, have slow response times and suffer from significant scaling problems. The rapid scaling rate on tower walls necessitates shutdowns for cleaning every 72 hours with traditional equipment, leading to resource waste as metal resources cannot be recycled. Summary of the Invention

[0003] This invention provides an intelligent wastewater treatment system and method for zero discharge from thermal power plants. The purpose is to solve the problems of current wastewater treatment systems, which involve manual adjustment of flue gas volume based on experience, resulting in slow response speed, prominent scaling problems, rapid scaling rate on tower walls, and the need for shutdown for cleaning every 72 hours. Furthermore, the inability to recycle metal resources leads to resource waste.

[0004] To achieve the above objectives, the present invention adopts the following technical solution: This invention provides an intelligent treatment system for zero discharge of wastewater from thermal power plants, including a drying tower body. A two-stage atomization synergy component for pre-treating and treating wastewater is provided on one side of the drying tower body. A dynamic flue gas ratio component for real-time adjustment of flue gas volume is provided at the top of the drying tower body. An anti-scaling component for spraying inert gas to form a gas film is provided inside the drying tower body. A sorting component for sorting and disposing of products is installed at the bottom of the drying tower body. The dual-mist synergistic component includes a high-frequency ultrasonic generator, a feed pipe, an ultrasonic transducer, a first conduit, a centrifugal atomizer, a motor, a serrated impeller, a first temperature sensor, and a water inlet pipe. The high-frequency ultrasonic generator is installed on the left side of the drying tower body. The feed pipe is fixedly installed on the top of the high-frequency ultrasonic generator. The ultrasonic transducer is installed on the outside of the high-frequency ultrasonic generator. The first conduit is connected to the right side of the high-frequency ultrasonic generator. The centrifugal atomizer is installed at the bottom of the high-frequency ultrasonic generator. The motor is installed on the rear side of the centrifugal atomizer. The serrated impeller is connected to the output shaft of the motor. The first temperature sensor is installed on the outside of the high-frequency ultrasonic generator. The water inlet pipe is connected to the right side of the centrifugal atomizer.

[0005] In some implementations, the high-frequency ultrasonic generator has an output frequency of 19.5-20.5 kHz, and the droplets inside the high-frequency ultrasonic generator are initially broken down to 50-80 μm.

[0006] In some implementations, the centrifugal atomizer rotates at 17,500-18,500 rpm, and the droplet size after the centrifugal atomizer breaks down is 5-15 μm.

[0007] In some embodiments, the dynamic flue gas proportioning component includes an air preheater, a feed hopper, a filter screen, an air inlet pipe, a second temperature sensor, a high-temperature flue gas flow meter, and a pressure transmitter. The air preheater is fixedly installed on the top of the drying tower body, the feed hopper is fixedly installed on the top of the air preheater, the filter screen is installed inside the feed hopper, the air preheater is connected to the right side of the air preheater, the second temperature sensor is installed on the outside of the air inlet pipe, the high-temperature flue gas flow meter is installed on the outside of the air inlet pipe, and the pressure transmitter is installed on the outside of the air inlet pipe.

[0008] In some implementations, the dynamic flue gas blending component further includes an LSTM flue gas prediction model, which comprises an input preprocessing module, an LSTM network module, an optimization training module, and an output postprocessing module; wherein: The input preprocessing module is used to normalize, fill in missing values, and perform sliding window processing on multi-source flue gas data to generate standardized sequence data as model input. The LSTM network module is used to receive preprocessed data and use the Sigmoid function to control the proportion of historical information of cell state retained to predict flue gas volume. The output post-processing module is used to inversely normalize the predicted values ​​output by the LSTM network module, restore them to actual physical quantities, predict the amount of flue gas entering the drying tower body within a preset time in the future, and adjust the flue gas input speed.

[0009] In some embodiments, the anti-scaling components include a storage tank, a gas supply pipe, an annular pipe, an annular array nozzles, and a vortex generator. The storage tank is fixedly installed on the outside of the drying tower body, and the gas supply pipe is connected to the outside of the storage tank. The annular array nozzles are fixedly installed inside the drying tower body, and the vortex generator is installed inside the drying tower body.

[0010] In some embodiments, the annular array nozzles form a gas film isolation layer, the inside of the storage tank stores inert gas, the annular pipe is connected to the annular array nozzles, and the side of the gas delivery pipe away from the storage tank is connected to the annular pipe.

[0011] In some embodiments, a base is fixedly installed at the bottom of the drying tower, and a cooling mechanism is provided at the bottom of the drying tower body. The cooling mechanism includes a support, a motor, a drum cooler, an electric push rod, and a sealing plate. A support is fixedly installed at the top of the base, and a motor is installed on the right side of the support. The output shaft of the motor is connected to the drum cooler, and an electric push rod is hinged to the top of the drum cooler. A sealing plate is hinged to the right side of the electric push rod.

[0012] In some embodiments, the sorting assembly includes a slag remover, a conveyor belt, a sorting cylinder, and an electromagnetic coil. The slag remover is mounted on top of the base, a conveyor is installed inside the slag remover, and an electromagnetic coil is installed inside the sorting cylinder.

[0013] This invention also provides an intelligent treatment method for zero discharge of wastewater from thermal power plants. The method is based on the aforementioned intelligent treatment system for zero discharge of wastewater from thermal power plants and includes: S1. The wastewater to be treated is initially broken into droplets by a high-frequency ultrasonic generator, and then further refined into microparticles by a centrifugal atomizer. S2. The dynamic flue gas proportioning component predicts flue gas demand and dynamically adjusts the input of high-temperature flue gas. The atomized wastewater and flue gas are heated by the dynamic flue gas proportioning component and exchanged in countercurrent heat in the drying tower body to achieve instantaneous evaporation. S3. The anti-scaling component sprays inert gas to form a gas film, isolating the wall surface from the dried products; S4. After the dried product is cooled by the cooling mechanism, the metal components are recovered by the sorting component, and the non-magnetic residue is transported off-site for disposal, thus completing the intelligent treatment of zero discharge of wastewater from thermal power plants.

[0014] Compared with the prior art, the intelligent treatment system and method for zero discharge of wastewater from thermal power plants of the present invention has the following beneficial effects: This invention discloses an intelligent wastewater treatment system for zero discharge from thermal power plants. It enhances treatment efficiency through dual-stage atomization, employing high-frequency ultrasonic primary crushing and centrifugal atomization for secondary refinement, reducing droplet size from 50-80 μm to 5-15 μm. A serrated impeller design enhances fluid shear force, and a temperature sensor enables precise temperature control during atomization. The intelligent treatment system utilizes a dynamic flue gas intelligent proportioning system, adjusting flue gas volume in real-time using an LSTM predictive model. A pressure transmitter and high-temperature flow meter form a closed-loop control system with a prediction error of less than 2%. For long-term anti-scaling operation, a ring array nozzle forms a 0.5 mm nitrogen film isolation layer, combined with a vortex generator extending equipment cleaning cycles by three times. An inert gas protection system reduces tower wall scaling by 76%. Through integrated resource recovery design, an electromagnetic sorting cylinder achieves efficient separation of slag metal components, while a drum cooler and electric push rod sealing structure improve heat recovery efficiency. Attached Figure Description

[0015] The accompanying drawings are provided to further understand the invention and constitute a part of this invention. The illustrative embodiments of the invention and their descriptions are used to explain the invention and do not constitute an improper limitation of the invention.

[0016] Figure 1 This is a schematic diagram of the architecture of an intelligent wastewater treatment system for zero discharge from a thermal power plant according to the present invention. Figure 2This is a cross-sectional schematic diagram of an intelligent wastewater treatment system for zero discharge from thermal power plants according to the present invention. Figure 3 This is a partial top view schematic diagram of an intelligent wastewater treatment system for zero discharge from a thermal power plant according to the present invention; Figure 4 This is another partial cross-sectional schematic diagram of an intelligent treatment system for zero discharge of wastewater from a thermal power plant according to the present invention; Figure 5 This invention relates to an intelligent wastewater treatment system for zero discharge from thermal power plants. Figure 2 Enlarged view of point A in the middle; Figure 6 This invention relates to an intelligent wastewater treatment system for zero discharge from thermal power plants. Figure 2 Enlarged view of point B in the middle; Figure 7 This is a schematic diagram of a dynamic flue gas proportioning component in an intelligent treatment system for zero discharge of wastewater from a thermal power plant, as described in this invention.

[0017] The attached figures are labeled as follows: 1. Drying tower body; 2. Dual-mist synergistic component; 201. High-frequency ultrasonic generator; 202. Feed pipe; 203. Ultrasonic transducer; 204. First conduit; 205. Centrifugal atomizer; 206. Motor; 207. Serrated impeller; 208. First temperature sensor; 209. Water inlet pipe; 3. Dynamic flue gas proportioning component; 301. Air preheater; 302. Feed hopper; 303. Filter screen; 304. Inlet pipe; 305. Second temperature sensor; 30... 6 High-temperature flue gas flow meter, 307 Pressure transmitter, 4 Anti-scaling component, 401 Storage tank, 402 Gas delivery pipe, 402 Ring pipe, 403 Ring array nozzle, 404 Eddy generator, 5 Sorting component, 501 Slag remover, 502 Conveyor belt, 503 Sorting cylinder, 504 Electromagnetic coil, 6 Base plate, 7 Cooling mechanism, 701 Support, 702 Motor, 703 Drum cooler, 704 Electric push rod, 705 Sealing plate. Detailed Implementation

[0018] To make the objectives, technical solutions, and advantages of the embodiments of the present invention clearer, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. The components of the embodiments of the present invention described and shown in the accompanying drawings can generally be arranged and designed in various different configurations.

[0019] Therefore, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the claimed invention, but merely to illustrate selected embodiments of the invention. All other embodiments obtained by those skilled in the art based on the embodiments of the invention without inventive effort are within the scope of protection of the invention.

[0020] It should be noted that, in this document, the terms "comprising," "including," or any other variations thereof are intended to cover non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements includes not only those elements but also other elements not expressly listed, or elements inherent to such a process, method, article, or apparatus. Unless otherwise specified, an element defined by the phrase "comprising one..." does not exclude the presence of other identical elements in the process, method, article, or apparatus that includes said element.

[0021] It should be noted that the apparatus and methods disclosed in the embodiments herein can also be implemented in other ways. The apparatus embodiments described above are merely illustrative; for example, the flowcharts and block diagrams in the accompanying drawings show the architecture, functionality, and operation of possible implementations of apparatus, methods, and computer program products according to various embodiments herein. In this regard, each block in a flowchart or block diagram may represent a unit, program, or part of code containing one or more executable instructions for implementing a specified logical function. It should also be noted that in some alternative implementations, the functions marked in the blocks may occur in a different order than those marked in the drawings. For example, two consecutive blocks may actually be executed substantially in parallel, and they may sometimes be executed in reverse order, depending on the functions involved. It should also be noted that each block in a block diagram and / or flowchart, and combinations of blocks in block diagrams and / or flowcharts, can be implemented using a dedicated hardware-based system to perform the specified function or action, or can be implemented using a combination of dedicated hardware and computer instructions.

[0022] In addition, the functional units in the various embodiments of this article can be integrated together to form an independent part, or each unit can exist independently, or two or more units can be integrated to form an independent part.

[0023] like Figures 1-7 As shown, the present invention provides an intelligent treatment system for zero discharge of wastewater from thermal power plants, including a drying tower body 1, a two-stage atomization synergy component 2 on the left side of the drying tower body 1, a dynamic flue gas proportioning component 3 on the top of the drying tower body 1, an anti-scaling component 4 inside the drying tower body 1, and a sorting component 5 fixedly installed at the bottom of the drying tower body 1.

[0024] In some embodiments, the dual-mist synergistic component 2 of the present invention includes a high-frequency ultrasonic generator 201, a feed pipe 202, an ultrasonic transducer 203, a first conduit 204, a centrifugal atomizer 205, a motor 206, a serrated impeller 207, a first temperature sensor 208, and a water inlet pipe 209. The high-frequency ultrasonic generator 201 is installed on the left side of the drying tower body 1. The feed pipe 202 is fixedly installed on the top of the high-frequency ultrasonic generator 201. The ultrasonic transducer 203 is installed on the outside of the high-frequency ultrasonic generator 201. The first conduit 204 is connected to the right side of the high-frequency ultrasonic generator 201. The centrifugal atomizer 205 is installed at the bottom of the high-frequency ultrasonic generator 201. The motor 206 is installed on the rear side of the centrifugal atomizer 205. The serrated impeller 207 is connected to the output shaft of the motor 206. The first temperature sensor 208 is installed on the outside of the high-frequency ultrasonic generator 201. The water inlet pipe 209 is connected to the right side of the centrifugal atomizer 205.

[0025] The high-frequency ultrasonic generator 201 has an output frequency of 19.5-20.5kHz. The droplets inside the high-frequency ultrasonic generator 201 are initially broken down to 50-80μm. The centrifugal atomizer 205 has a rotation speed of 17500-18500rpm. The droplet size after being broken down by the centrifugal atomizer 205 is 5-15μm.

[0026] The high-frequency ultrasonic generator of the present invention uses a frequency of 20120kHz to break large particles of 50-80μm. The serrated impeller 207 of the centrifugal atomizer 205 generates ultrafine droplets of 5-15μm by rotating at 18000rpm, and the atomization temperature is monitored in real time by the temperature sensor 208 to prevent crystallization.

[0027] Preferably, the dynamic flue gas proportioning component 3 of the present invention includes an air preheater 301, a feed hopper 302, a filter screen 303, an air inlet pipe 304, a second temperature sensor 305, a high-temperature flue gas flow meter 306, and a pressure transmitter 307. The air preheater 301 is fixedly installed on the top of the drying tower body 1, the feed hopper 302 is fixedly installed on the top of the air preheater 301, the filter screen 303 is installed inside the feed hopper 302, the air preheater 301 is connected to the right side of the air preheater 301, the second temperature sensor 305 is installed outside the air inlet pipe 304, the high-temperature flue gas flow meter 306 is installed outside the air inlet pipe 304, and the pressure transmitter 307 is installed outside the air inlet pipe 304.

[0028] The dynamic flue gas proportioning component 3 of this invention is an intelligent adjustment system including an LSTM prediction model. The air preheater 301 has a flue gas heating device with a heat exchange efficiency of not less than 85%, and the feed hopper 302 has a flue gas inlet buffer structure volume. The filter screen 303 uses a 40-mesh stainless steel screen to intercept large particles; the air duct 304 is a high-temperature flue gas conveying pipe that is heat-resistant. The second temperature sensor is a 305 infrared thermometer, with an accuracy error within... High-temperature flue gas flow meter 306 vortex type, measuring range The pressure transmitter 307 has a range of 0-1.6MPa and a 4-20mA signal output.

[0029] In some embodiments, the dynamic flue gas ratio component 3 of the present invention further includes an LSTM flue gas prediction model, which includes an input preprocessing module, an LSTM network module, an optimization training module, and an output postprocessing module. The input preprocessing module processes multi-source flue gas data, including temperature, flow rate, and... Concentration and other parameters are normalized, missing values ​​are filled, and sliding window processing is performed to generate standardized sequence data as model input; The LSTM network module is used to receive preprocessed data and use the Sigmoid function to control the proportion of historical information of cell state to retain for flue gas volume prediction. The output post-processing module is used to inversely normalize the predicted values ​​output by the LSTM network module, restore them to actual physical quantities, predict the amount of flue gas entering the drying tower body 1 within a preset time period, and adjust the flue gas input speed.

[0030] In some embodiments, the anti-scaling component 4 of the present invention includes a storage tank 401, an air supply pipe 402, an annular pipe 403, an annular array nozzle 404, and a vortex generator 405. The storage tank 401 is fixedly installed on the outside of the drying tower body 1, the air supply pipe 402 is connected to the outside of the storage tank 401, the annular array nozzle 404 is fixedly installed inside the drying tower body 1, and the vortex generator 405 is installed inside the drying tower body 1.

[0031] The annular array nozzles 404 form a 0.5mm gas film isolation layer, and the storage tank 401 stores inert gas inside. The annular pipe 403 is connected to the annular array nozzle 404, and the side of the gas delivery pipe 402 away from the storage tank 401 is connected to the annular pipe 403.

[0032] The anti-scaling component 4 of the present invention is The gas film protection system includes a storage tank 401 with an inert gas storage tank of 500L capacity, a DN50 high-pressure hose for gas transmission pipe 402 with a pressure resistance of 1.2MPa, a main gas distribution pipe 403 that surrounds the inner wall of the drying tower body 1, an annular array nozzle 404 with several nozzles evenly distributed to form a 0.5mm gas film, and a spiral guide vane design for the vortex generator 405 to enhance airflow disturbance.

[0033] The drying tower 1 of the present invention has a base 6 fixedly installed at its bottom. A cooling mechanism 7 is provided at the bottom of the drying tower body 1. The cooling mechanism 7 includes a bracket 701, a motor 702, a drum cooler 703, an electric push rod 704, and a sealing plate 705. The bracket 701 is fixedly installed at the top of the base 6. The motor 702 is installed on the right side of the bracket 701. The drum cooler 703 is connected to the output shaft of the motor 702. The electric push rod 704 is hinged to the top of the drum cooler 703. The sealing plate 705 is hinged to the right side of the electric push rod 704.

[0034] In some embodiments, the sorting component 5 of the present invention includes a slag remover 501, a conveyor belt 502, a sorting cylinder 503, and an electromagnetic coil 504. The slag remover 501 is fixedly installed on the top of the base 6. The conveyor 502 is fixedly installed inside the slag remover 501. The sorting cylinder 503 is fixedly installed on the top of the slag remover 501. The electromagnetic coil 504 is installed inside the sorting cylinder 503. The magnetic field strength of the electromagnetic coil 504 is 0.8T.

[0035] The sorting component 5 of this invention forms a magnetic material recovery system; the slag remover 501 is a chain conveyor with a speed of 0.5 m / s; the conveyor belt 502 is a high-temperature resistant rubber belt. The sorting cylinder is made of 503 stainless steel with a diameter of 800mm and a diameter of 2000mm; the electromagnetic coil has a magnetic field strength of 5040.8T and is intermittently energized.

[0036] This invention also provides an intelligent treatment method for zero discharge of wastewater from thermal power plants, comprising the following steps: Step 1: The wastewater is initially broken down into 50-80μm droplets by the high-frequency ultrasonic generator 201, and then further refined into 5-15μm particles by the centrifugal atomizer 205. Step 2: The LSTM model predicts the flue gas demand and dynamically adjusts the high-temperature flue gas input. The atomized wastewater is heated by the air preheater 301 and exchanged with the flue gas in a countercurrent manner in the drying tower to achieve instantaneous evaporation. Step 3: 404 spraying from annular array nozzles A 0.5mm gas film is formed to isolate the wall surface from the dried product. The vortex generator 405 enhances airflow disturbance and prevents particle deposition. Step 4: After the dried product is cooled by the drum 703 cooler, the metal components are recovered by the electromagnetic sorting drum 503, and the non-magnetic residue is transported off-site for disposal via the conveyor belt 502, thereby achieving efficient and intelligent treatment of zero discharge of wastewater from thermal power plants.

[0037] Finally, it should be noted that the above description is merely a preferred embodiment of the present invention and is not intended to limit the present invention in any way. Anyone skilled in the art can readily implement the present invention according to the description and above. Any modifications, alterations, or equivalent variations made using the technical content disclosed above are equivalent embodiments of the present invention. Furthermore, any modifications, alterations, or variations made to the above embodiments based on the essential technology of the present invention are still within the protection scope of the present invention.

Claims

1. An intelligent wastewater treatment system for zero discharge from thermal power plants, characterized in that, The equipment includes a drying tower body (1), a dual mist synergy component (2) for pretreating wastewater to be treated is provided on one side of the drying tower body (1), a dynamic flue gas ratio component (3) for real-time adjustment of flue gas volume is provided on the top of the drying tower body (1), an anti-scaling component (4) for spraying inert gas to form a gas film is provided inside the drying tower body (1), and a sorting component (5) for sorting and disposing of products is installed at the bottom of the drying tower body (1). The dual-mist synergistic component (2) includes a high-frequency ultrasonic generator (201), a feed pipe (202), an ultrasonic transducer (203), a first conduit (204), a centrifugal atomizer (205), a motor, a serrated impeller (207), a first temperature sensor (208), and a water inlet pipe (209). The high-frequency ultrasonic generator (201) is installed on the left side of the drying tower body (1), and the feed pipe (202) is fixedly installed on the top of the high-frequency ultrasonic generator (201). An ultrasonic transducer (203) is installed in the part. A first conduit (204) is connected to the right side of the high-frequency ultrasonic generator (201). A centrifugal atomizer (205) is installed at the bottom of the high-frequency ultrasonic generator (201). A motor is installed on the rear side of the centrifugal atomizer (205). A sawtooth impeller (207) is connected to the output shaft of the motor. A first temperature sensor (208) is installed on the outside of the high-frequency ultrasonic generator (201). A water inlet pipe (209) is connected to the right side of the centrifugal atomizer (205). The dynamic flue gas proportioning component (3) includes an air preheater (301), a feed hopper (302), a filter screen (303), an air inlet pipe (304), a second temperature sensor (305), a high-temperature flue gas flow meter (306), a pressure transmitter (307), and an LSTM flue gas prediction model. An air preheater (301) is fixedly installed on the top of the drying tower body (1). A feed hopper (302) is fixedly installed on the top of the air preheater (301). A filter screen (303) is installed inside the feed hopper (302). An air inlet pipe (304) is connected to the right side of the air preheater (301). A second temperature sensor (305) is installed outside the air inlet pipe (304). A high-temperature flue gas flow meter (306) is installed outside the air inlet pipe (304). A pressure transmitter (307) is installed outside the air inlet pipe (304). The LSTM flue gas prediction model includes an input preprocessing module, an LSTM network module, an optimization training module, and an output postprocessing module; wherein: The input preprocessing module is used to normalize, fill in missing values, and perform sliding window processing on multi-source flue gas data to generate standardized sequence data as model input. The LSTM network module is used to receive preprocessed data, control the proportion of historical information of cell state retention through the Sigmoid function, and predict the amount of flue gas. The output post-processing module is used to inversely normalize the predicted value output by the LSTM network module, restore it to the actual physical quantity, predict the amount of flue gas entering the drying tower body (1) within a preset time in the future, and adjust the flue gas input speed.

2. The intelligent wastewater treatment system for zero discharge from thermal power plants according to claim 1, characterized in that, The high-frequency ultrasonic generator (201) has an output frequency of 19.5-20.5kHz, and the droplets inside the high-frequency ultrasonic generator (201) are initially broken down to 50-80μm.

3. The intelligent wastewater treatment system for zero discharge from thermal power plants according to claim 1, characterized in that, The centrifugal atomizer (205) rotates at 17,500-18,500 rpm, and the droplet size after the centrifugal atomizer (205) is broken is 5-15 μm.

4. The intelligent wastewater treatment system for zero discharge from thermal power plants according to claim 1, characterized in that, The anti-scaling component (4) includes a storage tank (401), a gas supply pipe (402), an annular pipe (403), an annular array nozzle (404), and a vortex generator (405). The storage tank (401) is fixedly installed on the outside of the drying tower body (1). The gas supply pipe (402) is connected to the outside of the storage tank (401). The annular array nozzle (404) is fixedly installed inside the drying tower body (1). The vortex generator (405) is installed inside the drying tower body (1).

5. The intelligent wastewater treatment system for zero discharge from thermal power plants according to claim 4, characterized in that, The annular array nozzle (404) forms a gas film isolation layer. The storage tank (401) contains inert gas. The annular pipe (403) is connected to the annular array nozzle (404). The gas delivery pipe (402) is connected to the annular pipe (403) on the side away from the storage tank (401).

6. The intelligent wastewater treatment system for zero discharge from thermal power plants according to claim 1, characterized in that, A base (6) is fixedly installed at the bottom of the drying tower body (1). A cooling mechanism (7) is provided at the bottom of the drying tower body (1). The cooling mechanism (7) includes a bracket (701), a motor, a drum cooler (703), an electric push rod (704), and a sealing plate (705). A bracket (701) is fixedly installed at the top of the base (6). A motor is installed on the right side of the bracket (701). The output shaft of the motor is connected to the drum cooler (703). An electric push rod (704) is hinged to the top of the drum cooler (703). A sealing plate (705) is hinged to the right side of the electric push rod (704).

7. The intelligent wastewater treatment system for zero discharge from thermal power plants according to claim 6, characterized in that, The sorting assembly (5) includes a slag remover (501), a conveyor belt (502), a sorting cylinder (503), and an electromagnetic coil (504). The slag remover (501) is installed on the top of the base (6). The conveyor belt (502) is installed inside the slag remover (501). The sorting cylinder (503) is installed on the top of the slag remover (501). The electromagnetic coil (504) is installed inside the sorting cylinder (503).

8. A smart treatment method for zero discharge of wastewater from thermal power plants, characterized in that, The method is based on the intelligent treatment system for zero discharge of wastewater from thermal power plants according to any one of claims 1-7, and the method includes: S1. The wastewater to be treated is initially broken into droplets by a high-frequency ultrasonic generator (201), and then further refined into particles by a centrifugal atomizer (205). S2. The dynamic flue gas ratio component (3) predicts the flue gas demand and dynamically adjusts the high-temperature flue gas input. The atomized wastewater and flue gas are heated by the dynamic flue gas ratio component (3) and exchanged in countercurrent heat in the drying tower body (1) to achieve instantaneous evaporation. S3, Anti-scaling component (4) sprays inert gas to form a gas film, isolating the wall surface from the dried products; S4. After the dried product is cooled by the cooling mechanism (7), the metal components are recovered by the sorting component (5), and the non-magnetic residue is transported out for disposal, thus completing the intelligent treatment of zero discharge of wastewater from the thermal power plant.

Citation Information

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