Vehicle cleaning method based on artificial intelligence

Abstract

The invention belongs to the technical field of artificial intelligence, and particularly relates to a vehicle cleaning method based on artificial intelligence, and the vehicle cleaning method comprises the following steps: step 1, vehicle positioning; 2, a pretreatment stage; step 3, cleaning with a high-pressure water gun; step 4, foam spraying; step 5, sewage collection and treatment; step 6, checking and supplementary washing; step 7, drying; step 8, vehicle surface care; and step 9, quality monitoring and data feedback. Artificial intelligent vehicle cleaning is adopted, full automation is achieved, the cleaning efficiency and speed are improved, the position, model and size of a vehicle are sensed through artificial intelligence, dynamic adjustment is conducted, accurate positioning is guaranteed, a sensor is arranged to recognize vehicle dirt, the cleaning effect is improved, the water pressure and the spraying angle are dynamically controlled through a high-pressure water gun, and all corners are thoroughly cleaned. Sewage is efficiently collected and treated, dirt and flaws are monitored through a camera sensor, and the cleaning effect is optimized by recording data.

Description

Technical Field

[0001] The invention belongs to the technical field of artificial intelligence, and in particular relates to a vehicle cleaning method based on artificial intelligence. Background Art

[0002] Artificial Intelligence (AI) is a science and technology that studies how to enable computers to simulate, extend and expand human intelligence. It covers multiple fields such as machine learning, natural language processing, computer vision and expert systems. The goal of artificial intelligence is to enable computers to perform tasks that usually require human intelligence, such as understanding natural language, solving complex problems, learning and adapting to new environments. In order to achieve these goals, artificial intelligence researchers use various algorithms and technologies, including neural networks, deep learning, logical reasoning, etc. Artificial intelligence has been applied in many fields, such as speech recognition, image recognition, autonomous driving, intelligent assistants, etc. With the continuous advancement of technology, artificial intelligence will play an important role in more fields in the future and have a profound impact on our lives and work.

[0003] Existing AI vehicle cleaning systems generally only clean vehicles uniformly and cannot be adjusted dynamically. They cannot effectively identify vehicle dirt and have poor effects on the classified cleaning of different vehicles. It is not convenient to thoroughly clean every corner of the vehicle and is not conducive to sewage collection and treatment. Therefore, we propose an AI-based vehicle cleaning method to solve the above problems. Summary of the invention

[0004] The purpose of the present invention is to provide a vehicle cleaning method based on artificial intelligence, which can use artificial intelligence vehicle cleaning to achieve full automation and improve cleaning efficiency and speed. Artificial intelligence perceives the vehicle's position, model, and size, and dynamically adjusts to ensure accurate positioning. It is equipped with sensors to identify vehicle dirt and improve the cleaning effect. The high-pressure water gun dynamically controls the water pressure and spray angle to thoroughly clean every corner, and efficient sewage collection and treatment. The camera sensor monitors dirt and defects and records data to optimize the cleaning effect.

[0005] The technical solution adopted by the present invention is as follows:

[0006] A vehicle cleaning method based on artificial intelligence, the vehicle cleaning method comprising the following steps:

[0007] Step 1. Vehicle positioning;

[0008] Step 2. Preprocessing stage;

[0009] Step 3. Clean with high pressure water gun;

[0010] Step 4. Foam spraying;

[0011] Step 5. Wastewater collection and treatment;

[0012] Step 6. Check and rewash;

[0013] Step 7. Drying;

[0014] Step 8. Vehicle surface care;

[0015] Step 9. Quality monitoring and data feedback.

[0016] In a preferred embodiment, the vehicle positioning is an artificial intelligence system that uses lidar, cameras and deep learning technology to sense and identify the vehicle's position, model and size in real time. By performing a three-dimensional scan of the vehicle's surroundings, the system quickly and accurately locates the vehicle's coordinates, posture and outline. Artificial intelligence uses computer vision algorithms to process and analyze the scanned data, identify the vehicle's model and size, and provide accurate operational guidance for subsequent cleaning operations. Artificial intelligence is equipped with an adaptive positioning system that dynamically adjusts according to real-time vehicle position and posture information to ensure accurate positioning of the cleaning operation, and effective cleaning can be performed even when there is a slight offset in the vehicle's position.

[0017] In a preferred embodiment, the pretreatment stage is dirt identification and classification. The artificial intelligence is equipped with an advanced sensor system to monitor and identify the dirt on the vehicle surface in real time, and classify the dirt into different types, such as dust, oil, and stains, to provide targeted treatment solutions for subsequent cleaning. According to the identified dirt type, the artificial intelligence system automatically selects a suitable detergent and ensures an appropriate ratio of detergent to water to improve the cleaning effect. The artificial intelligence is equipped with an adaptive brushing system, which automatically adjusts the brushing force and angle according to the characteristics of the vehicle surface and the dirt situation, to ensure efficient cleaning without damaging the vehicle surface.

[0018] In a preferred embodiment, the high-pressure water gun cleaning is controlled by high-pressure hydrodynamics. The artificial intelligence is equipped with a high-pressure water gun with dynamic water pressure control function, which can adjust the water pressure and spray angle in real time to cope with the dirt conditions on different parts of the vehicle surface. Through rotating nozzles or multi-directional spraying, artificial intelligence ensures that the high-pressure water flow can cover every corner of the vehicle surface and thoroughly clean the dirt. Using a series of high-precision motion control systems, artificial intelligence accurately controls the position and spray range of the high-pressure water gun to ensure that each area can be fully cleaned.

[0019] In a preferred embodiment, the foam spraying is an automatic foam spraying system, and the artificial intelligence is equipped with an intelligent foam spraying system. According to the size and shape of the vehicle, it automatically selects the appropriate spraying mode and coverage area to ensure that the detergent can evenly cover the entire vehicle surface. According to the mixing ratio of the detergent and water, the artificial intelligence automatically adjusts the concentration and consistency of the foam to achieve the best cleaning effect. The foam stays on the vehicle surface for a period of time, and through penetration and dissolution, it more thoroughly cleans the dirt and allows the detergent to better adhere to the vehicle surface.

[0020] In a preferred embodiment, the sewage collection and treatment is an efficient sewage collection system. The artificial intelligence is equipped with a multi-level sewage collection system. The sewage is collected in stages according to its nature and degree of pollution, which is convenient for subsequent treatment and recycling. A variety of treatment methods are used to treat the sewage to ensure that the discharged water quality meets environmental protection standards. The treatment methods are one or more of filtration, sedimentation, and ozone oxidation. The entire sewage collection and treatment process is completed automatically, ensuring efficient and environmentally friendly cleaning operations.

[0021] In a preferred embodiment, the inspection and re-washing are carried out by a high-precision sensor system. The artificial intelligence is equipped with a high-precision sensor system to accurately inspect the cleaning effect and detect dead corners or residual dirt. Once residual dirt is found, the artificial intelligence automatically locates it and performs targeted re-washing operations until the cleaning effect meets the requirements. The artificial intelligence can record the effect data of each cleaning, analyze the type and location of the dirt, and provide a reference for the next cleaning operation.

[0022] In a preferred embodiment, the drying is an artificial intelligence system equipped with multiple drying methods, including hot air drying and infrared drying. The appropriate drying method is selected according to different weather and vehicle surface materials. It is equipped with a temperature sensor and a control system to automatically adjust the drying method according to the size and characteristics of the vehicle surface to ensure uniform and efficient drying. After drying, a comprehensive inspection of the cleaning effect is performed to ensure that the surface is clean and bright without causing dirt to remain again.

[0023] In a preferred embodiment, the vehicle surface care is an artificial intelligence equipped with an advanced vehicle surface polishing device, which automatically selects the appropriate polishing medium and speed according to the vehicle surface material and state, performs surface polishing and removes small scratches to make the vehicle appearance smoother. The artificial intelligence system automatically completes the wax protection work on the vehicle surface, increases the brightness of the paint and provides a layer of protective film through uniform spraying and polishing, extends the service life of the paint, and is equipped with UV ultraviolet curing equipment to quickly cure the wax on the vehicle surface, thereby improving the waxing effect and durability.

[0024] In a preferred embodiment, the quality monitoring and data feedback are intelligent perception and recognition. The artificial intelligence system is equipped with a high-resolution camera and a variety of sensors to conduct all-round, all-weather monitoring of the vehicle surface and identify dirt and defects in real time. The artificial intelligence system automatically records and stores the process data of each cleaning, including the use of cleaning tools, cleaning time, amount of cleaning agent and other information. The cleaning effect is evaluated and optimized through big data analysis technology. Through connection with the central control system, the artificial intelligence makes intelligent adjustments and optimizations based on real-time feedback data to ensure the quality and efficiency of each cleaning operation.

[0025] The technical effects achieved by the present invention are:

[0026] Using artificial intelligence for vehicle washing can realize a fully automated cleaning process, greatly improving cleaning efficiency and operation speed. Artificial intelligence can perform continuous operations, reducing the time and cost of manual operations;

[0027] The AI ​​system uses lidar, cameras and deep learning technology to sense the location, model and size of the vehicle in real time, and dynamically adjusts to ensure accurate positioning even when there is a slight deviation in the vehicle position, thereby ensuring the accuracy and consistency of the cleaning operation;

[0028] Artificial intelligence is equipped with an advanced sensor system that can monitor and identify dirt on the vehicle surface in real time, and automatically select the appropriate cleaning agent and treatment plan according to different types of dirt to ensure a more thorough and targeted cleaning effect. This targeted treatment can improve cleaning efficiency and reduce the waste of cleaning agents;

[0029] Artificial intelligence is equipped with high-pressure water guns and dynamic water pressure control technology, which can adjust the water pressure and spray angle in real time according to the dirt conditions on different parts of the vehicle surface. This high-pressure water dynamics control can effectively clean the dirt and ensure that the high-pressure water flow can reach every corner of the vehicle surface, making the cleaning more thorough and uniform;

[0030] Artificial intelligence is equipped with an efficient sewage collection system that can collect and treat sewage in stages to ensure that the discharged water quality meets environmental standards. This automated sewage collection and treatment system can reduce environmental pollution and save water resources;

[0031] The artificial intelligence system is equipped with high-resolution cameras and a variety of sensors, which can monitor the dirt and defects on the vehicle surface in all directions and around the clock, and record and store data on the cleaning process in real time. Through the analysis and optimization of the data, the cleaning effect and quality can be continuously improved to ensure the consistency and excellent quality of each cleaning operation. BRIEF DESCRIPTION OF THE DRAWINGS

[0032] Figure 1It is a schematic diagram of a vehicle cleaning method based on artificial intelligence of the present invention. DETAILED DESCRIPTION

[0033] In order to make the above-mentioned objects, features and advantages of the present invention more obvious and easy to understand, the specific implementation methods of the present invention are described in detail below in conjunction with the accompanying drawings.

[0034] Embodiment 1

[0035] See also Figure 1 As shown, the present invention provides a vehicle cleaning method based on artificial intelligence, and the vehicle cleaning method comprises the following steps:

[0036] Step 1. Vehicle positioning;

[0037] Step 2. Preprocessing stage;

[0038] Step 3. Clean with high pressure water gun;

[0039] Step 4. Foam spraying;

[0040] Step 5. Wastewater collection and treatment;

[0041] Step 6. Check and rewash;

[0042] Step 7. Drying;

[0043] Step 8. Vehicle surface care;

[0044] Step 9. Quality monitoring and data feedback.

[0045] The vehicle positioning is an artificial intelligence system that uses laser radar, cameras and deep learning technology to sense and identify the location, model and size of the vehicle in real time. By performing a three-dimensional scan of the vehicle's surroundings, the system quickly and accurately locates the vehicle's coordinates, posture and outline. Artificial intelligence uses computer vision algorithms to process and analyze the scanned data, identify the model and size of the vehicle, and provide accurate operation guidance for subsequent cleaning operations. The artificial intelligence equipment adaptive positioning system makes dynamic adjustments based on the real-time vehicle position and posture information to ensure accurate positioning of the cleaning operation. Effective cleaning can be performed even when the vehicle position is slightly offset;

[0046] The pre-treatment stage is dirt identification and classification. The AI ​​is equipped with an advanced sensor system to monitor and identify dirt on the vehicle surface in real time, classify dirt into different types, such as dust, oil, and stains, and provide targeted treatment solutions for subsequent cleaning. According to the identified dirt type, the AI ​​system automatically selects the appropriate detergent and ensures the proper ratio of detergent to water to improve the cleaning effect. The AI ​​is equipped with an adaptive brushing system, which automatically adjusts the brushing force and angle according to the characteristics of the vehicle surface and the dirt situation, ensuring efficient cleaning without damaging the vehicle surface.

[0047] High-pressure water gun cleaning is controlled by high-pressure hydrodynamics. AI is equipped with a high-pressure water gun with dynamic water pressure control function, which can adjust the water pressure and spray angle in real time to cope with the dirt on different parts of the vehicle surface. Through rotating nozzles or multi-directional spraying, AI ensures that the high-pressure water flow can cover every corner of the vehicle surface and thoroughly clean the dirt. Using a series of high-precision motion control systems, AI accurately controls the position and spray range of the high-pressure water gun to ensure that each area can be fully cleaned;

[0048] Foam spraying is an automatic foam spraying system. The artificial intelligence is equipped with an intelligent foam spraying system. According to the size and shape of the vehicle, it automatically selects the appropriate spraying mode and coverage area to ensure that the detergent can evenly cover the entire vehicle surface. According to the mixing ratio of detergent and water, the artificial intelligence automatically adjusts the concentration and consistency of the foam to achieve the best cleaning effect. The foam stays on the vehicle surface for a period of time, and through penetration and dissolution, it cleans the dirt more thoroughly and allows the detergent to better adhere to the vehicle surface;

[0049] Sewage collection and treatment is an efficient sewage collection system. Artificial intelligence is equipped with a multi-level sewage collection system. It collects sewage in different levels according to its nature and degree of pollution, which is convenient for subsequent treatment and recycling. It uses a variety of treatment methods to treat sewage to ensure that the discharged water quality meets environmental protection standards. The treatment methods are filtration and ozone oxidation. The entire sewage collection and treatment process is completed automatically, ensuring efficient and environmentally friendly cleaning operations;

[0050] Inspection and re-cleaning are high-precision sensor systems. The artificial intelligence is equipped with a high-precision sensor system to accurately inspect the cleaning effect and find dead corners or residual dirt. Once residual dirt is found, the artificial intelligence automatically locates it and performs targeted re-cleaning operations until the cleaning effect meets the requirements. The artificial intelligence can record the effect data of each cleaning, analyze the type and location of the dirt, and provide a reference for the next cleaning operation;

[0051] Drying is an artificial intelligence system equipped with a variety of drying methods, including hot air drying and infrared drying. The appropriate drying method is selected according to different weather and vehicle surface materials. It is equipped with a temperature sensor and control system to automatically adjust the drying method according to the size and characteristics of the vehicle surface to ensure uniform and efficient drying. After drying, a comprehensive inspection of the cleaning effect is performed to ensure that the surface is clean and bright without causing dirt to remain again.

[0052] Vehicle surface care is equipped with an advanced vehicle surface polishing device using artificial intelligence. It automatically selects the appropriate polishing medium and speed according to the vehicle surface material and state, performs surface polishing and removes small scratches to make the vehicle appearance smoother. The artificial intelligence system automatically completes the waxing protection work on the vehicle surface. Through uniform spraying and polishing, it increases the brightness of the paint and provides a protective film to extend the service life of the paint. It is equipped with UV ultraviolet curing equipment to quickly cure the wax on the vehicle surface and improve the waxing effect and durability.

[0053] Quality monitoring and data feedback are intelligent perception and recognition. The artificial intelligence system is equipped with high-resolution cameras and a variety of sensors to conduct all-round, all-weather monitoring of the vehicle surface and identify dirt and defects in real time. The artificial intelligence system automatically records and stores the process data of each cleaning, including the use of cleaning equipment, cleaning time, amount of cleaning agent and other information. The cleaning effect is evaluated and optimized through big data analysis technology. Through connection with the central control system, artificial intelligence makes intelligent adjustments and optimizations based on real-time feedback data to ensure the quality and efficiency of each cleaning operation.

[0054] Embodiment 2

[0055] See also Figure 1 As shown, the present invention provides a vehicle cleaning method based on artificial intelligence, and the vehicle cleaning method comprises the following steps:

[0056] Step 1. Vehicle positioning;

[0057] Step 2. Preprocessing stage;

[0058] Step 3. Clean with high pressure water gun;

[0059] Step 4. Foam spraying;

[0060] Step 5. Wastewater collection and treatment;

[0061] Step 6. Check and rewash;

[0062] Step 7. Drying;

[0063] Step 8. Vehicle surface care;

[0064] Step 9. Quality monitoring and data feedback.

[0065] The vehicle positioning is an artificial intelligence system that uses laser radar, cameras and deep learning technology to sense and identify the location, model and size of the vehicle in real time. By performing a three-dimensional scan of the vehicle's surroundings, the system quickly and accurately locates the vehicle's coordinates, posture and outline. Artificial intelligence uses computer vision algorithms to process and analyze the scanned data, identify the model and size of the vehicle, and provide accurate operation guidance for subsequent cleaning operations. The artificial intelligence equipment adaptive positioning system makes dynamic adjustments based on the real-time vehicle position and posture information to ensure accurate positioning of the cleaning operation. Effective cleaning can be performed even when the vehicle position is slightly offset;

[0066] The pre-treatment stage is dirt identification and classification. The AI ​​is equipped with an advanced sensor system to monitor and identify dirt on the vehicle surface in real time, classify dirt into different types, such as dust, oil, and stains, and provide targeted treatment solutions for subsequent cleaning. According to the identified dirt type, the AI ​​system automatically selects the appropriate detergent and ensures the proper ratio of detergent to water to improve the cleaning effect. The AI ​​is equipped with an adaptive brushing system, which automatically adjusts the brushing force and angle according to the characteristics of the vehicle surface and the dirt situation, ensuring efficient cleaning without damaging the vehicle surface.

[0067] High-pressure water gun cleaning is controlled by high-pressure hydrodynamics. AI is equipped with a high-pressure water gun with dynamic water pressure control function, which can adjust the water pressure and spray angle in real time to cope with the dirt on different parts of the vehicle surface. Through rotating nozzles or multi-directional spraying, AI ensures that the high-pressure water flow can cover every corner of the vehicle surface and thoroughly clean the dirt. Using a series of high-precision motion control systems, AI accurately controls the position and spray range of the high-pressure water gun to ensure that each area can be fully cleaned;

[0068] Foam spraying is an automatic foam spraying system. The artificial intelligence is equipped with an intelligent foam spraying system. According to the size and shape of the vehicle, it automatically selects the appropriate spraying mode and coverage area to ensure that the detergent can evenly cover the entire vehicle surface. According to the mixing ratio of detergent and water, the artificial intelligence automatically adjusts the concentration and consistency of the foam to achieve the best cleaning effect. The foam stays on the vehicle surface for a period of time, and through penetration and dissolution, it cleans the dirt more thoroughly and allows the detergent to better adhere to the vehicle surface;

[0069] Sewage collection and treatment is an efficient sewage collection system. Artificial intelligence is equipped with a multi-level sewage collection system. It collects sewage in grades according to its nature and degree of pollution, which is convenient for subsequent treatment and recycling. It uses a variety of treatment methods to treat sewage to ensure that the discharged water quality meets environmental protection standards. The treatment methods are sedimentation and ozone oxidation. The entire sewage collection and treatment process is completed automatically, ensuring efficient and environmentally friendly cleaning operations;

[0070] Inspection and re-cleaning are high-precision sensor systems. The artificial intelligence is equipped with a high-precision sensor system to accurately inspect the cleaning effect and find dead corners or residual dirt. Once residual dirt is found, the artificial intelligence automatically locates it and performs targeted re-cleaning operations until the cleaning effect meets the requirements. The artificial intelligence can record the effect data of each cleaning, analyze the type and location of the dirt, and provide a reference for the next cleaning operation;

[0071] Drying is an artificial intelligence system equipped with a variety of drying methods, including hot air drying and infrared drying. The appropriate drying method is selected according to different weather and vehicle surface materials. It is equipped with a temperature sensor and control system to automatically adjust the drying method according to the size and characteristics of the vehicle surface to ensure uniform and efficient drying. After drying, a comprehensive inspection of the cleaning effect is performed to ensure that the surface is clean and bright without causing dirt to remain again.

[0072] Vehicle surface care is equipped with an advanced vehicle surface polishing device using artificial intelligence. It automatically selects the appropriate polishing medium and speed according to the vehicle surface material and state, performs surface polishing and removes small scratches to make the vehicle appearance smoother. The artificial intelligence system automatically completes the waxing protection work on the vehicle surface. Through uniform spraying and polishing, it increases the brightness of the paint and provides a protective film to extend the service life of the paint. It is equipped with UV ultraviolet curing equipment to quickly cure the wax on the vehicle surface and improve the waxing effect and durability.

[0073] Quality monitoring and data feedback are intelligent perception and recognition. The artificial intelligence system is equipped with high-resolution cameras and a variety of sensors to conduct all-round, all-weather monitoring of the vehicle surface and identify dirt and defects in real time. The artificial intelligence system automatically records and stores the process data of each cleaning, including the use of cleaning equipment, cleaning time, amount of cleaning agent and other information. The cleaning effect is evaluated and optimized through big data analysis technology. Through connection with the central control system, artificial intelligence makes intelligent adjustments and optimizations based on real-time feedback data to ensure the quality and efficiency of each cleaning operation.

[0074] In the present invention, the use of artificial intelligence for vehicle cleaning can realize a fully automated cleaning process, greatly improving the cleaning efficiency and operation speed. Artificial intelligence can perform continuous operations, reducing the time and cost of manual operations. The artificial intelligence system uses lidar, cameras and deep learning technology to sense the position, model and size of the vehicle in real time, and through dynamic adjustment, ensure that the vehicle position can be accurately positioned even when there is a slight offset, thereby ensuring the accuracy and consistency of the cleaning operation. Artificial intelligence is equipped with an advanced sensor system that can monitor and identify dirt on the surface of the vehicle in real time, and automatically select suitable cleaning agents and treatment solutions according to different types of dirt, ensuring that the cleaning effect is more thorough and targeted. This targeted treatment can improve cleaning efficiency and reduce the waste of cleaning agents. Artificial intelligence is equipped with high pressure The water gun and dynamic water pressure control technology can adjust the water pressure and spray angle in real time according to the dirt conditions on different parts of the vehicle surface. This high-pressure hydrodynamic control can effectively clean the dirt and ensure that the high-pressure water flow can reach every corner of the vehicle surface, making the cleaning more thorough and uniform. The artificial intelligence is equipped with an efficient sewage collection system, which can collect and treat sewage in a graded manner to ensure that the discharged water quality meets environmental protection standards. This automated sewage collection and treatment system can reduce pollution to the environment and save the use of water resources. The artificial intelligence system is equipped with high-resolution cameras and a variety of sensors, which can monitor the dirt and defects on the vehicle surface in all directions and around the clock, and record and store data on the cleaning process in real time. Through data analysis and optimization, the cleaning effect and quality can be continuously improved to ensure the consistency and excellent quality of each cleaning operation.

[0075] The above is only a preferred embodiment of the present invention. It should be noted that, for those skilled in the art, several improvements and modifications can be made without departing from the principles of the present invention, and these improvements and modifications should also be considered as the protection scope of the present invention. The structures, devices and operating methods not specifically described and explained in the present invention shall be implemented according to the conventional means in the art unless otherwise specified and limited.

Claims

1. A vehicle cleaning method based on artificial intelligence, characterized in that: The vehicle cleaning method comprises the following steps: Step 1. Vehicle positioning; Step 2. Preprocessing stage; Step 3. Clean with high pressure water gun; Step 4. Foam spraying; Step 5. Wastewater collection and treatment; Step 6. Check and rewash; Step 7. Drying; Step 8. Vehicle surface care; Step 9. Quality monitoring and data feedback.

2. The vehicle cleaning method based on artificial intelligence according to claim 1, characterized in that: The vehicle positioning is an artificial intelligence system that uses lidar, cameras and deep learning technology to sense and identify the vehicle's position, model and size in real time. By performing a three-dimensional scan of the vehicle's surroundings, the system quickly and accurately locates the vehicle's coordinates, posture and outline. Artificial intelligence uses computer vision algorithms to process and analyze the scanned data, identify the vehicle's model and size, and provide accurate operational guidance for subsequent cleaning operations. Artificial intelligence is equipped with an adaptive positioning system that dynamically adjusts according to real-time vehicle position and posture information to ensure accurate positioning of the cleaning operation, and effective cleaning can be performed even when there is a slight offset in the vehicle's position.

3. The vehicle cleaning method based on artificial intelligence according to claim 1, characterized in that: The pretreatment stage is dirt identification and classification. The artificial intelligence is equipped with an advanced sensor system to monitor and identify dirt on the vehicle surface in real time, and classify the dirt into different types, such as dust, oil, and stains, to provide targeted treatment solutions for subsequent cleaning. According to the identified dirt type, the artificial intelligence system automatically selects a suitable detergent and ensures an appropriate ratio of detergent to water to improve the cleaning effect. The artificial intelligence is equipped with an adaptive brushing system, which automatically adjusts the brushing force and angle according to the characteristics of the vehicle surface and the dirt situation, to ensure efficient cleaning without damaging the vehicle surface.

4. The vehicle cleaning method based on artificial intelligence according to claim 1, characterized in that: The high-pressure water gun cleaning is controlled by high-pressure hydrodynamics. The artificial intelligence is equipped with a high-pressure water gun with dynamic water pressure control function. It can adjust the water pressure and spray angle in real time to cope with the dirt conditions on different parts of the vehicle surface. Through rotating nozzles or multi-directional spraying methods, artificial intelligence ensures that the high-pressure water flow can cover every corner of the vehicle surface and thoroughly clean the dirt. Using a series of high-precision motion control systems, artificial intelligence accurately controls the position and spray range of the high-pressure water gun to ensure that each area can be fully cleaned.

5. The vehicle cleaning method based on artificial intelligence according to claim 1, characterized in that: The foam spraying is an automatic foam spraying system, and the artificial intelligence is equipped with an intelligent foam spraying system. According to the size and shape of the vehicle, it automatically selects the appropriate spraying mode and coverage area to ensure that the detergent can evenly cover the entire vehicle surface. According to the mixing ratio of the detergent and water, the artificial intelligence automatically adjusts the concentration and consistency of the foam to achieve the best cleaning effect. The foam stays on the vehicle surface for a period of time, and through penetration and dissolution, it more thoroughly cleans the dirt and allows the detergent to better adhere to the vehicle surface.

6. The vehicle cleaning method based on artificial intelligence according to claim 1, characterized in that: The sewage collection and treatment is a high-efficiency sewage collection system. The artificial intelligence is equipped with a multi-level sewage collection system. It collects sewage in grades according to the nature and degree of pollution, which is convenient for subsequent treatment and recycling. A variety of treatment methods are used to treat sewage to ensure that the discharged water quality meets environmental protection standards. The treatment methods are one or more of filtration, sedimentation, and ozone oxidation. The entire sewage collection and treatment process is completed automatically, ensuring efficient and environmentally friendly cleaning operations.

7. The vehicle cleaning method based on artificial intelligence according to claim 1, characterized in that: The inspection and re-washing is a high-precision sensor system. The artificial intelligence is equipped with a high-precision sensor system to accurately inspect the cleaning effect and detect dead corners or residual dirt. Once residual dirt is found, the artificial intelligence automatically locates it and performs targeted re-washing operations until the cleaning effect meets the requirements. The artificial intelligence can record the effect data of each cleaning, analyze the type and location of the dirt, and provide a reference for the next cleaning operation.

8. The vehicle cleaning method based on artificial intelligence according to claim 1, characterized in that: The drying is an artificial intelligence system equipped with a variety of drying methods, including hot air drying and infrared drying. The appropriate drying method is selected according to different weather and vehicle surface materials. It is equipped with a temperature sensor and a control system to automatically adjust the drying method according to the size and characteristics of the vehicle surface to ensure uniform and efficient drying. After drying, a comprehensive inspection of the cleaning effect is conducted to ensure that the surface is clean and bright without causing dirt to remain again.

9. The vehicle cleaning method based on artificial intelligence according to claim 1, characterized in that: The vehicle surface care is equipped with an advanced vehicle surface polishing device using artificial intelligence. It automatically selects the appropriate polishing medium and speed according to the vehicle surface material and state, performs surface polishing and removes small scratches to make the vehicle appearance smoother. The artificial intelligence system automatically completes the waxing protection work on the vehicle surface. Through uniform spraying and polishing, it increases the brightness of the paint and provides a layer of protective film, thereby extending the service life of the paint. It is equipped with UV ultraviolet curing equipment to quickly cure the wax on the vehicle surface, thereby improving the waxing effect and durability.

10. The vehicle cleaning method based on artificial intelligence according to claim 1, characterized in that: The quality monitoring and data feedback are intelligent perception and recognition. The artificial intelligence system is equipped with high-resolution cameras and a variety of sensors to conduct all-round, all-weather monitoring of the vehicle surface and identify dirt and defects in real time. The artificial intelligence system automatically records and stores the process data of each cleaning, including the use of cleaning tools, cleaning time, amount of cleaning agent and other information. The cleaning effect is evaluated and optimized through big data analysis technology. Through the connection with the central control system, the artificial intelligence makes intelligent adjustments and optimizations based on real-time feedback data to ensure the quality and efficiency of each cleaning operation.

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