Low-carbon energy-saving vehicle-mounted disinfection and purification system and method
Through the analysis of air quality inside and outside the vehicle and the identification of window status, intelligent control of the on-board disinfection and purification system is realized, solving the problem of high energy consumption in the existing technology, and improving ventilation and purification efficiency and energy-saving effect.
Patent Information
- Application Number
- CN202411867060.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-12-18
- Publication Date
- 2025-01-17
AI Technical Summary
The existing on-board disinfection and purification system cannot effectively save energy consumption while ensuring effective ventilation and purification, mainly because wind speed control only depends on the air quality data in the car, and lacks considerations for the overall outdoor environment and window status.
The detection and control system is adopted, including the in-vehicle air quality analysis module, the outside air quality analysis module, the window status recognition module and the control module, and the air in the interior and exterior environment of the vehicle is calculated through sensor arrays, image recognition technology and official platform data. Pollution index, combined with the window status, performs start and stop control, cycle mode control and wind speed adjustment of the ventilation and purification device.
While ensuring ventilation and purification efficiency, it significantly saves energy consumption. Through the accurate calculation of the outdoor environment air pollution index and circulation mode adjustment of the system, the intelligent control capability and energy efficiency of the system are improved.
Smart Images

Figure CN119319748A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of energy-saving ventilation and purification, and in particular to a low-carbon and energy-saving vehicle-mounted disinfection and purification system and method. Background Art
[0002] An in-vehicle disinfection and purification system is a device installed inside a car to improve the air quality inside the car. Such systems usually include air purifiers and other disinfection technologies, such as HEPA filters, activated carbon filters, photocatalysts, plasma generators, ultraviolet (UV) lamps, etc., which can remove pollutants such as particulate matter, bacteria, viruses, fungi, and volatile organic compounds (VOCs) in the air.
[0003] Existing vehicle disinfection and purification systems generally only control the wind speed based on the air quality data inside the vehicle to achieve energy-saving effects. However, this method cannot save energy while ensuring effective ventilation and purification. Summary of the invention
[0004] The present invention is to solve the technical problems existing in the prior art. The present invention provides a low-carbon and energy-saving vehicle-mounted disinfection and purification system, including a ventilation and purification device and a detection and control system. The detection and control system includes: In-vehicle air quality analysis module, used to analyze the air pollution index inside the vehicle; The vehicle’s outside air quality analysis module is used to analyze the comprehensive vehicle’s outside air pollution index ZWAP; A vehicle window status recognition module is used to recognize the vehicle window status, which includes fully closed, slightly open, and fully open; A control module, used for starting and stopping the ventilation and purification device, controlling the circulation mode and controlling the wind speed according to the vehicle internal environment air pollution index, the comprehensive vehicle external environment air pollution index and the vehicle window status; The in-vehicle air quality analysis module comprises: A first sensor array is used to obtain concentration data of different pollutants in the vehicle through a plurality of concentration sensors; A first analysis module, used to calculate the air pollution index of the vehicle interior environment according to the concentration data acquired by the first sensor array; The vehicle exterior air quality analysis module comprises: A second sensor array is used to obtain concentration data of different pollutants outside the vehicle through a variety of concentration sensors; A second analysis module, used for calculating a first vehicle exterior environment air pollution index WAP1 according to the concentration data acquired by the second sensor array; An image analysis module, used for identifying smoke information of an external environment of the vehicle through an image recognition technology, and analyzing a second external environment air pollution index WAP2 according to the smoke information; External data acquisition module, used to connect with the authoritative official platform to obtain the third vehicle external environment air pollution index WAP3; The comprehensive analysis module is used to calculate a comprehensive external air pollution index ZWAP according to the first external air pollution index, the second external air pollution index and the third external air pollution index.
[0005] Furthermore, the first analysis module calculates the air pollution index of the vehicle interior environment, specifically: Pre-assigning preset weights to each pollutant detected in the vehicle, and taking the sum of the products of the concentration of each pollutant detected in the vehicle and the corresponding preset weights as the vehicle interior ambient air pollution index; The second analysis module calculates the first vehicle exterior environment air pollution index, specifically: Preset weights are allocated in advance to the pollutants detected outside the vehicle, and the sum of the products of the concentrations of the pollutants detected outside the vehicle and the corresponding preset weights is used as the first vehicle exterior air pollution index.
[0006] Furthermore, the image analysis module identifies smoke information of the vehicle exterior environment through image recognition technology, specifically: Acquire multiple images of the vehicle's exterior environment through multi-angle cameras; Preprocess the image of the vehicle's exterior environment; The image of each vehicle's exterior environment is segmented into regions through the region growing algorithm and then feature information is extracted; According to the extracted feature information, the smoke and dust areas in each vehicle exterior environment image are identified through a trained deep learning model; Calculate the ratio B of the total number of pixels occupied by all smoke and dust areas to the total number of pixels of all vehicle exterior environment images, and the average grayscale value G of the smoke and dust areas; the average grayscale value of the smoke and dust areas is the ratio of the sum of the grayscale values of the total pixels occupied by all smoke and dust areas to the total number of pixels occupied by all smoke and dust areas; Calculate the second vehicle exterior environment air pollution index WAP2, WAP2=EK1×B+EK2×G, EK1 and EK2 are the smoke area weight and smoke concentration weight respectively.
[0007] Furthermore, the comprehensive analysis module calculates the comprehensive vehicle exterior air pollution index ZWAP, specifically: ZWAP=WK1×WAP1+WK2×WAP2+WK3×WAP3, WK1, WK2 and WK3 are the preset trust coefficients of the first external air pollution index, the second external air pollution index and the third external air pollution index respectively, and WK1+WK2+WK3=1.
[0008] Furthermore, the window status recognition module recognizes the window status of the windows, specifically, recognizes the degree of opening of each window of the vehicle through image recognition technology. If the degree of opening of all windows is zero, the window status of the vehicle is fully closed; if the degree of opening of all windows is less than or equal to a preset degree threshold and there is a window whose degree of opening is greater than zero, then the window status of the vehicle is slightly open; if there is a window whose degree of opening is greater than the preset degree threshold, then the window status of the vehicle is fully open.
[0009] Furthermore, the control module comprises: A start-stop control module, used to determine whether a preset start strategy is met according to the air pollution index of the vehicle's internal environment and the real-time status of the windows, and if so, to start the ventilation and purification device; a circulation mode control module, for adjusting a circulation mode for the ventilation and purification device according to the vehicle internal environment air pollution index and the comprehensive vehicle external environment air pollution index when detecting that the ventilation and purification device is in an on state, wherein the circulation mode includes an internal circulation mode and an external circulation mode; The wind speed control module is used to adjust the wind speed of the ventilation and purification device according to the air pollution index of the vehicle interior environment when it is detected that the ventilation and purification device is in the turned-on state.
[0010] Furthermore, the preset opening strategy is specifically: the vehicle's windows are in a fully closed state or a slightly closed state, and the vehicle's internal ambient air pollution index is greater than or equal to a preset internal index threshold.
[0011] Furthermore, the circulation mode control module adjusts the circulation mode for the ventilation purification device, specifically: If the air pollution index of the vehicle's internal environment is less than the comprehensive air pollution index of the vehicle's external environment, the ventilation and purification device is adjusted to the internal circulation mode, and when the duration of the ventilation and purification device maintaining the internal circulation mode is greater than the first preset duration, the ventilation and purification device is switched to the external circulation mode and maintained for a second preset duration before switching back to the internal circulation mode and recalculating the duration of maintaining the internal circulation mode; If the vehicle's internal ambient air pollution index is greater than or equal to the comprehensive external ambient air pollution index, the ventilation and purification device is adjusted to the external circulation mode.
[0012] Furthermore, the wind speed control module adjusts the wind speed of the ventilation and purification device, specifically: The ventilation and purification device is provided with a minimum adjustable wind speed and a maximum adjustable wind speed. When the air pollution index of the vehicle's interior environment is equal to the preset internal index threshold, the ventilation and purification device is adjusted to the minimum adjustable wind speed. As the air pollution index of the vehicle's interior environment increases, the wind speed is automatically increased to the maximum adjustable wind speed.
[0013] The present invention also provides a low-carbon and energy-saving vehicle-mounted disinfection and purification method, comprising the following steps: Obtaining the concentration data of different pollutants inside the vehicle and the concentration data of different pollutants outside the vehicle; Calculate the vehicle internal environment air pollution index according to the concentration data of different pollutants in the vehicle, and calculate the vehicle external environment air pollution index ZWAP according to the first vehicle external environment air pollution index WAP1, the second vehicle external environment air pollution index WAP2 and the third vehicle external environment air pollution index WAP3, wherein the first vehicle external environment air pollution index is calculated according to the concentration data of different pollutants outside the vehicle, the second vehicle external environment air pollution index is calculated by identifying the smoke information of the vehicle external environment through image recognition technology, and the third vehicle external environment air pollution index is obtained by docking with an authoritative official platform; Identify the vehicle's window status, which includes fully closed, slightly open, and fully open; The ventilation and purification device is started and stopped, controlled in circulation mode and controlled in wind speed according to the vehicle's internal ambient air pollution index, the comprehensive external ambient air pollution index and the vehicle's window status.
[0014] Compared with the prior art, the present invention has the following beneficial effects: The present invention controls the start and stop, circulation mode and wind speed of the ventilation purification device through the vehicle internal environment air pollution index, the comprehensive vehicle external environment air pollution index and the window status, thereby ensuring the effectiveness of ventilation evolution, improving the ventilation purification efficiency and greatly saving energy consumption. The comprehensive vehicle external environment air pollution index is obtained by comprehensive calculation based on the index calculated by the concentration of pollutants, the index obtained by image recognition of smoke and the index of the official platform, thereby improving the effective reference of the comprehensive vehicle external environment air pollution index, and further improving the ventilation purification efficiency and energy saving of the intelligent control ventilation purification device. In addition to controlling the wind speed of the device, the present invention also regulates and controls its circulation mode, further reducing energy consumption while ensuring effective ventilation and purification. BRIEF DESCRIPTION OF THE DRAWINGS
[0015] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the invention and, together with the description, serve to explain the principles of the invention.
[0016] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, for ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative labor.
[0017] Figure 1 It is a structural block diagram of a detection and control system of a low-carbon and energy-saving vehicle-mounted disinfection and purification system of the present invention; Figure 2 It is a structural block diagram of an in-vehicle air quality analysis module of a low-carbon and energy-saving vehicle-mounted disinfection and purification system of the present invention; Figure 3 It is a structural block diagram of an outside air quality analysis module of a low-carbon and energy-saving vehicle-mounted disinfection and purification system of the present invention; Figure 4 It is a structural block diagram of a control module of a low-carbon and energy-saving vehicle-mounted disinfection and purification system of the present invention. DETAILED DESCRIPTION
[0018] 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.
[0019] It should be noted that all directional indications (such as up, down, left, right, front, back, etc.) in the embodiments of the present invention are only used to explain the relative position relationship, movement status, etc. between the components under a certain specific posture (as shown in the accompanying drawings). If the specific posture changes, the directional indication will also change accordingly.
[0020] In addition, the descriptions of "first", "second", etc. in the present invention are only used for descriptive purposes and cannot be understood as indicating or implying their relative importance or implicitly indicating the number of the indicated technical features. Therefore, the features defined as "first" and "second" may explicitly or implicitly include at least one of the features. In addition, the technical solutions between the various embodiments can be combined with each other, but they must be based on the ability of ordinary technicians in the field to implement them. When the combination of technical solutions is contradictory or cannot be implemented, it should be deemed that such a combination of technical solutions does not exist and is not within the scope of protection required by the present invention.
[0021] Embodiment 1 The present invention provides a low-carbon and energy-saving vehicle-mounted disinfection and purification system, which comprises a ventilation and purification device and a detection and control system, wherein the ventilation and purification device is communicatively connected with the detection and control system.
[0022] See also Figure 1 As shown, the detection and control system includes: an in-vehicle air quality analysis module, an outside-vehicle air quality analysis module, a window status recognition module and a control module, and a central processing unit that is communicatively connected to the above modules. The in-vehicle air quality analysis module is used to analyze the air pollution index of the vehicle's internal environment.
[0023] See also Figure 2 As shown, the in-vehicle air quality analysis module includes: a first sensor array and a first analysis module.
[0024] The first sensor array is used to obtain concentration data of different pollutants in the vehicle through a variety of concentration sensors.
[0025] The pollutants include particulate matter (such as PM2.5), carbon monoxide, volatile organic compounds (VOCs) and other substances harmful to the human body, as well as carbon dioxide.
[0026] The first analysis module is used to calculate the air pollution index of the vehicle interior environment according to the concentration data obtained by the first sensor array.
[0027] The first analysis module calculates the vehicle interior environment air pollution index, specifically: Preset weights are assigned to each pollutant detected in the vehicle in advance, and the sum of the products of the concentration of each pollutant detected in the vehicle and the corresponding preset weights is used as the vehicle internal environment air pollution index.
[0028] It should be noted that the sum of the preset weights of various pollutants detected in the vehicle is equal to 1.
[0029] For example: the types of pollutants in the car are A, B and C, the corresponding concentration data are C1, C2 and C3, and the corresponding preset weights are K1, K2 and K3. At this time, the vehicle's internal ambient air pollution index is K1×C1+K2×C2+K3×C3.
[0030] The outdoor air quality analysis module is used to analyze the comprehensive outdoor air pollution index ZWAP.
[0031] See also Figure 3 As shown, the vehicle exterior air quality analysis module includes: a second sensor array, a second analysis module, an image analysis module, an external data acquisition module and a comprehensive analysis module.
[0032] The second sensor array is used to obtain concentration data of different pollutants outside the vehicle through a variety of concentration sensors.
[0033] The second analysis module is used to calculate the first vehicle exterior air pollution index WAP1 according to the concentration data acquired by the second sensor array.
[0034] The second analysis module calculates the first vehicle exterior environment air pollution index, specifically: Preset weights are allocated in advance to the pollutants detected outside the vehicle, and the sum of the products of the concentrations of the pollutants detected outside the vehicle and the corresponding preset weights is used as the first vehicle exterior air pollution index.
[0035] The sum of the preset weights of the pollutants detected outside the vehicle is equal to 1.
[0036] The image analysis module is used to identify smoke information of the vehicle exterior environment through image recognition technology, and analyze the second vehicle exterior environment air pollution index WAP2 according to the smoke information.
[0037] The image analysis module identifies smoke information outside the vehicle through image recognition technology, specifically: Acquire multiple images of the vehicle's exterior environment through multi-angle cameras; Preprocess the image of the vehicle's exterior environment; The image of each vehicle's exterior environment is segmented into regions through the region growing algorithm and then feature information is extracted; According to the extracted feature information, the smoke and dust areas in each vehicle exterior environment image are identified through a trained deep learning model; Calculate the ratio B of the total number of pixels occupied by all smoke and dust areas to the total number of pixels of all vehicle exterior environment images, and the average grayscale value G of the smoke and dust areas; the average grayscale value of the smoke and dust areas is the ratio of the sum of the grayscale values of the total pixels occupied by all smoke and dust areas to the total number of pixels occupied by all smoke and dust areas; Calculate the second vehicle exterior environment air pollution index WAP2, WAP2=EK1×B+EK2×G, EK1 and EK2 are the smoke area weight and smoke concentration weight respectively.
[0038] The external data acquisition module is used to connect with the authoritative official platform to obtain the third vehicle external environment air pollution index WAP3.
[0039] The authoritative official platform can be any relevant official platform such as a government environmental protection department or a meteorological service platform.
[0040] By connecting with the authoritative official platform, the third vehicle external environment air pollution index is obtained. Specifically, the vehicle location information is obtained through the vehicle positioning system, such as Beidou positioning, GPS, etc., and the third vehicle external environment air pollution index of the corresponding area is obtained through the authoritative official platform according to the vehicle location information.
[0041] The comprehensive analysis module is used to calculate a comprehensive external air pollution index ZWAP according to the first external air pollution index, the second external air pollution index and the third external air pollution index.
[0042] The comprehensive analysis module calculates the comprehensive vehicle exterior air pollution index ZWAP, specifically: ZWAP=WK1×WAP1+WK2×WAP2+WK3×WAP3, WK1, WK2 and WK3 are the preset trust coefficients of the first external air pollution index, the second external air pollution index and the third external air pollution index respectively, and WK1+WK2+WK3=1.
[0043] The air quality index is obtained through sensor array analysis, which can obtain the concentration of some types of pollutants in real time. It has strong real-time and accuracy, and can effectively improve the precision of the obtained pollutant concentrations. However, it is difficult to obtain the concentrations of a large number of pollutants, and it is impossible to comprehensively detect the concentrations of various pollutants. The air quality index is obtained through image recognition environmental smoke analysis. Since smoke, haze, etc. can be observed by camera, the degree of pollution of this type can be accurately obtained through image recognition, which can effectively assist the sensor array to identify abnormal data on particulate matter such as smoke. The air quality index is obtained through the official platform. Since the official equipment is usually strictly calibrated and its data is reviewed by professionals, the data quality is relatively high, but the official data is usually given for a large area, and the update frequency is usually low, which may not capture rapid changes in air quality.
[0044] Therefore, this solution combines the air quality index obtained through sensor array analysis, the air quality index obtained through image recognition environmental smoke analysis, and the air quality index obtained through docking with the official platform, and then calculates the comprehensive outdoor air pollution index. It combines the advantages of the three and complements each other's corresponding defects, thereby ensuring the effectiveness and accuracy of the comprehensive outdoor air pollution index.
[0045] The vehicle window status recognition module is used to recognize the vehicle window status, which includes fully closed state, slightly open state and fully open state.
[0046] The window state recognition module recognizes the window state of the vehicle windows, specifically, recognizes the degree of opening of each window of the vehicle through image recognition technology. If the degree of opening of all windows is zero, the window state of the vehicle is fully closed; if the degree of opening of all windows is less than or equal to a preset degree threshold and there is a window whose degree of opening is greater than zero, the window state of the vehicle is slightly open; if there is a window whose degree of opening is greater than the preset degree threshold, the window state of the vehicle is fully open.
[0047] The control module is used to control the start and stop, circulation mode and wind speed of the ventilation and purification device according to the vehicle's internal environment air pollution index, the comprehensive vehicle external environment air pollution index and the vehicle's window status.
[0048] See also Figure 4 As shown, the control module includes: a start-stop control module, a circulation mode control module and a wind speed control module.
[0049] The start-stop control module is used to determine whether a preset start strategy is met based on the air pollution index of the vehicle's internal environment and the real-time status of the windows, and if so, to start the ventilation and purification device.
[0050] The preset activation strategy is specifically: The vehicle's windows are in a fully closed state or a slightly closed state, and the vehicle's internal ambient air pollution index is greater than or equal to a preset internal index threshold.
[0051] The circulation mode control module is used to adjust the circulation mode for the ventilation and purification device according to the vehicle's internal environment air pollution index and the comprehensive vehicle external environment air pollution index when it is detected that the ventilation and purification device is in the turned-on state. The circulation mode includes an internal circulation mode and an external circulation mode.
[0052] The circulation mode control module adjusts the circulation mode for the ventilation purification device, specifically: If the air pollution index of the vehicle's internal environment is less than the comprehensive air pollution index of the vehicle's external environment, the ventilation and purification device is adjusted to the internal circulation mode, and when the duration of the ventilation and purification device maintaining the internal circulation mode is greater than the first preset duration, the ventilation and purification device is switched to the external circulation mode and maintained for a second preset duration before switching back to the internal circulation mode and recalculating the duration of maintaining the internal circulation mode; If the vehicle's internal ambient air pollution index is greater than or equal to the comprehensive external ambient air pollution index, the ventilation and purification device is adjusted to the external circulation mode.
[0053] It should be noted that, during the adjustment and switching process of the circulation mode, the start-stop control module determines in real time whether the preset start strategy is met, and automatically shuts down the ventilation and purification device if it is not met.
[0054] In this scheme, the internal circulation mode of the ventilation and purification device prevents more seriously polluted external air from entering the vehicle by closing the channel for introducing external air, and recycles the air in the vehicle. During the recycling process, the filter, ultraviolet lamp and photocatalyst net in the ventilation and purification device are used for sterilization and purification, temporarily reducing the air pollution index inside the vehicle. However, since there is no fresh air supplied, the consumption of oxygen caused by breathing, the accumulation of carbon dioxide and the infiltration of carbon monoxide produced by the engine will cause health damage to the people in the vehicle. At this time, it is necessary to switch to the external circulation mode to supply purified fresh air for a period of time. If the ventilation and purification device still needs to be turned on, and the air pollution index inside the vehicle is still less than the comprehensive air pollution index outside the vehicle, switch to the internal circulation mode and repeat the previous steps.
[0055] Generally speaking, the energy consumption of the internal circulation mode is lower than that of the external circulation mode. When the ventilation and purification device uses the external circulation mode, external air needs to be introduced, which will cause additional airflow disturbances, and the engine needs to provide more energy to overcome this additional resistance.
[0056] Therefore, this solution uses a circulation mode control module to adjust the circulation mode according to different data conditions, ensuring effective ventilation and purification while saving energy and achieving low-carbon energy saving.
[0057] The wind speed control module is used to adjust the wind speed of the ventilation and purification device according to the air pollution index of the vehicle interior environment when it is detected that the ventilation and purification device is in the turned-on state.
[0058] The wind speed control module adjusts the wind speed of the ventilation and purification device, specifically: The ventilation and purification device is provided with a minimum adjustable wind speed and a maximum adjustable wind speed. When the air pollution index of the vehicle's interior environment is equal to the preset internal index threshold, the ventilation and purification device is adjusted to the minimum adjustable wind speed. As the air pollution index of the vehicle's interior environment increases, the wind speed is automatically increased to the maximum adjustable wind speed.
[0059] Embodiment 2 The present invention also provides a low-carbon and energy-saving vehicle-mounted disinfection and purification method, which is applied to the above-mentioned low-carbon and energy-saving vehicle-mounted disinfection and purification system, and specifically comprises the following steps: S1. Obtaining concentration data of different pollutants inside the vehicle and concentration data of different pollutants outside the vehicle; S2, calculating the vehicle interior air pollution index according to the concentration data of different pollutants in the vehicle, and calculating the vehicle exterior air pollution index ZWAP according to the first vehicle exterior air pollution index WAP1, the second vehicle exterior air pollution index WAP2 and the third vehicle exterior air pollution index WAP3; S3, identifying the window status of the vehicle, the window status including fully closed state, slightly open state and fully open state; S4. Performing start-stop control, circulation mode control and wind speed control on the ventilation and purification device according to the vehicle's internal environment air pollution index, the comprehensive vehicle external environment air pollution index and the vehicle's window status.
[0060] For step S1 , the concentration data of different pollutants inside the vehicle and the concentration data of different pollutants outside the vehicle can be obtained by using a sensor array for detecting air quality.
[0061] For step S2, the vehicle interior ambient air pollution index is calculated based on the concentration data of different pollutants in the vehicle, specifically by pre-assigning preset weights to each pollutant detected in the vehicle, and taking the sum of the products of the concentration of each pollutant detected in the vehicle and the corresponding preset weights as the vehicle interior ambient air pollution index.
[0062] The first outside-vehicle air pollution index is calculated based on the concentration data of different pollutants outside the vehicle, specifically by pre-assigning preset weights to each pollutant detected outside the vehicle, and taking the sum of the products of the concentrations of each pollutant detected outside the vehicle and the corresponding preset weights as the first outside-vehicle air pollution index.
[0063] The second vehicle exterior environment air pollution index is obtained by calculating and identifying smoke and dust information of the vehicle exterior environment using image recognition technology, and is specifically: Acquire multiple images of the vehicle's exterior environment through multi-angle cameras; Preprocess the image of the vehicle's exterior environment; The image of each vehicle's exterior environment is segmented into regions through the region growing algorithm and then feature information is extracted; According to the extracted feature information, the smoke and dust areas in each vehicle exterior environment image are identified through a trained deep learning model; Calculate the ratio B of the total number of pixels occupied by all smoke and dust areas to the total number of pixels of all vehicle exterior environment images, and the average grayscale value G of the smoke and dust areas; the average grayscale value of the smoke and dust areas is the ratio of the sum of the grayscale values of the total pixels occupied by all smoke and dust areas to the total number of pixels occupied by all smoke and dust areas; Calculate the second vehicle exterior environment air pollution index WAP2, WAP2=EK1×B+EK2×G, EK1 and EK2 are the smoke area weight and smoke concentration weight respectively.
[0064] The third vehicle exterior environment air pollution index is obtained by connecting with an authoritative official platform, and the authoritative official platform may be any relevant official platform such as a government environmental protection department or a meteorological service platform.
[0065] Calculate the comprehensive vehicle external ambient air pollution index ZWAP, specifically: ZWAP=WK1×WAP1+WK2×WAP2+WK3×WAP3, WK1, WK2 and WK3 are the preset trust coefficients of the first external air pollution index, the second external air pollution index and the third external air pollution index respectively, and WK1+WK2+WK3=1.
[0066] For step S3, the window status of the vehicle windows is identified by specifically identifying the degree of opening of each window of the vehicle through image recognition technology. If the degree of opening of all windows is zero, the window status of the vehicle is fully closed; if the degree of opening of all windows is less than or equal to a preset degree threshold and there is a window whose degree of opening is greater than zero, the window status of the vehicle is slightly open; if there is a window whose degree of opening is greater than the preset degree threshold, the window status of the vehicle is fully open.
[0067] In step S4, the start-stop control determines whether the preset opening strategy is met according to the vehicle interior ambient air pollution index and the real-time state of the window, and if so, the ventilation and purification device is turned on. The preset opening strategy is specifically: the vehicle window state is fully closed or slightly closed, and the vehicle interior ambient air pollution index is greater than or equal to the preset internal index threshold.
[0068] Circulation mode control, when it is detected that the ventilation and purification device is in the on state, the circulation mode of the ventilation and purification device is adjusted according to the vehicle internal environment air pollution index and the comprehensive vehicle external environment air pollution index. The circulation mode includes an internal circulation mode and an external circulation mode. Specifically: If the air pollution index of the vehicle's internal environment is less than the comprehensive air pollution index of the vehicle's external environment, the ventilation and purification device is adjusted to the internal circulation mode, and when the duration of the ventilation and purification device maintaining the internal circulation mode is greater than the first preset duration, the ventilation and purification device is switched to the external circulation mode and maintained for a second preset duration before switching back to the internal circulation mode and recalculating the duration of maintaining the internal circulation mode; If the vehicle's internal ambient air pollution index is greater than or equal to the comprehensive external ambient air pollution index, the ventilation and purification device is adjusted to the external circulation mode.
[0069] When the wind speed control detects that the ventilation and purification device is in the on state, the wind speed of the ventilation and purification device is adjusted according to the vehicle's internal environmental air pollution index. Specifically, the ventilation and purification device is provided with a minimum adjustment wind speed and a maximum adjustment wind speed. When the vehicle's internal environmental air pollution index is equal to the preset internal index threshold, the ventilation and purification device is adjusted to the minimum adjustment wind speed. As the vehicle's internal environmental air pollution index increases, the wind speed is automatically increased to the maximum adjustment wind speed.
[0070] Embodiment 3 The present invention also provides an electronic device, including: a processor, a sending device, an input device, an output device and a memory. The processor can be implemented by a general-purpose CPU (Central Processing Unit), a microprocessor, an application-specific integrated circuit, or one or more integrated circuits, and is used to execute relevant programs to implement the technical solution provided in the embodiment of the present application. The memory can be implemented in the form of a read-only memory (ROM), a static storage device, a dynamic storage device or a random access memory (RAM), and is used to store computer program code. The computer program code includes computer instructions. When the processor executes the computer instructions, the electronic device executes a method as described in any of the above possible implementation methods.
[0071] Embodiment 4 The present invention also provides a computer-readable storage medium, in which a computer program is stored. The computer program includes program instructions. When the program instructions are executed by a processor of an electronic device, the processor executes a method as described in any possible implementation manner.
[0072] The beneficial effects of the present invention are: The present invention controls the start and stop, circulation mode and wind speed of the ventilation purification device through the vehicle internal environment air pollution index, the comprehensive vehicle external environment air pollution index and the window status, thereby ensuring the effectiveness of ventilation evolution, improving the ventilation purification efficiency and greatly saving energy consumption. The comprehensive vehicle external environment air pollution index is obtained by comprehensive calculation based on the index calculated by the concentration of pollutants, the index obtained by image recognition of smoke and the index of the official platform, thereby improving the effective reference of the comprehensive vehicle external environment air pollution index, and further improving the ventilation purification efficiency and energy saving of the intelligent control ventilation purification device. In addition to controlling the wind speed of the device, the present invention also regulates and controls its circulation mode, further reducing energy consumption while ensuring effective ventilation and purification. Through the circulation mode control module, the circulation mode is adjusted according to different data conditions, ensuring effective ventilation and purification while saving energy consumption, achieving low-carbon energy saving; It combines the air quality index obtained through sensor array analysis, the air quality index obtained through image recognition environmental smoke analysis, and the air quality index obtained through docking with the official platform, and then calculates the comprehensive outdoor air pollution index. It combines the advantages of the three and complements each other's corresponding defects, thereby ensuring the effectiveness and accuracy of the comprehensive outdoor air pollution index.
[0073] In the description of the specification, the description with reference to the terms "one embodiment", "example", "specific example", etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representation of the above terms does not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described can be combined in any one or more embodiments or examples in a suitable manner.
[0074] In addition, each functional unit in each embodiment of the present application can be integrated into a processing unit, or each unit can exist physically separately, or two or more units can be integrated into one unit. The above-mentioned integrated unit can be implemented in the form of hardware or in the form of a software functional unit. If the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present application is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including multiple instructions to enable a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method of each embodiment of the present application. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (Read-Only Memory, referred to as ROM), random access memory (RandomAccess Memory, referred to as RAM), disk or optical disk and other media that can store programs.
[0075] The foregoing is merely a specific embodiment of the present invention, which enables those skilled in the art to understand or implement the present invention. Various modifications to these embodiments will be apparent to those skilled in the art, and the general principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the present invention. Therefore, the present invention will not be limited to the embodiments shown herein, but rather to the widest scope consistent with the principles and novel features claimed herein.
Claims
1. A low-carbon and energy-saving vehicle-mounted disinfection and purification system, including a ventilation and purification device and a detection and control system, characterized in that: The detection and control system comprises: In-vehicle air quality analysis module, used to analyze the air pollution index inside the vehicle; The vehicle’s outside air quality analysis module is used to analyze the comprehensive vehicle’s outside air pollution index ZWAP; A vehicle window status recognition module is used to recognize the vehicle window status, which includes fully closed, slightly open, and fully open; A control module, used for starting and stopping the ventilation and purification device, controlling the circulation mode and controlling the wind speed according to the vehicle internal environment air pollution index, the comprehensive vehicle external environment air pollution index and the vehicle window status; The in-vehicle air quality analysis module comprises: A first sensor array is used to obtain concentration data of different pollutants in the vehicle through a plurality of concentration sensors; A first analysis module, used to calculate the air pollution index of the vehicle interior environment according to the concentration data acquired by the first sensor array; The vehicle exterior air quality analysis module comprises: A second sensor array is used to obtain concentration data of different pollutants outside the vehicle through a variety of concentration sensors; A second analysis module, used for calculating a first vehicle exterior environment air pollution index WAP1 according to the concentration data acquired by the second sensor array; An image analysis module, used for identifying smoke information of an external environment of the vehicle through an image recognition technology, and analyzing a second external environment air pollution index WAP2 according to the smoke information; External data acquisition module, used to connect with the authoritative official platform to obtain the third vehicle external environment air pollution index WAP3; The comprehensive analysis module is used to calculate a comprehensive external air pollution index ZWAP according to the first external air pollution index, the second external air pollution index and the third external air pollution index.
2. The low-carbon and energy-saving vehicle disinfection and purification system according to claim 1 is characterized in that: The first analysis module calculates the vehicle interior environment air pollution index, specifically: Pre-assigning preset weights to each pollutant detected in the vehicle, and taking the sum of the products of the concentration of each pollutant detected in the vehicle and the corresponding preset weights as the vehicle interior ambient air pollution index; The second analysis module calculates the first vehicle exterior environment air pollution index, specifically: Preset weights are allocated in advance to the pollutants detected outside the vehicle, and the sum of the products of the concentrations of the pollutants detected outside the vehicle and the corresponding preset weights is used as the first vehicle exterior air pollution index.
3. The low-carbon and energy-saving vehicle disinfection and purification system according to claim 1 is characterized in that: The image analysis module identifies smoke information outside the vehicle through image recognition technology, specifically: Acquire multiple images of the vehicle's exterior environment through multi-angle cameras; Preprocess the image of the vehicle's exterior environment; The image of each vehicle's exterior environment is segmented into regions through the region growing algorithm and then feature information is extracted; According to the extracted feature information, the smoke and dust areas in each vehicle exterior environment image are identified through a trained deep learning model; Calculate the ratio B of the total number of pixels occupied by all smoke and dust areas to the total number of pixels of all vehicle exterior environment images, as well as the average grayscale value G of the smoke and dust areas; The average grayscale value of the smoke area is the ratio of the sum of the grayscale values of the total pixels occupied by all the smoke areas to the total number of pixels occupied by all the smoke areas; Calculate the second vehicle exterior environment air pollution index WAP2, WAP2=EK1×B+EK2×G, EK1 and EK2 are the smoke area weight and smoke concentration weight respectively.
4. The low-carbon and energy-saving vehicle disinfection and purification system according to claim 1 is characterized in that: The comprehensive analysis module calculates the comprehensive vehicle exterior air pollution index ZWAP, specifically: ZWAP=WK1×WAP1+WK2×WAP2+WK3×WAP3, WK1, WK2 and WK3 are the preset trust coefficients of the first external air pollution index, the second external air pollution index and the third external air pollution index respectively, and WK1+WK2+WK3=1.
5. The low-carbon and energy-saving vehicle disinfection and purification system according to claim 1 is characterized in that: The vehicle window state recognition module recognizes the vehicle window state, specifically, recognizes the window opening degree of each vehicle window through image recognition technology. If the window opening degree of all vehicle windows is zero, the vehicle window state is a fully closed state; if the window opening degree of all vehicle windows is less than or equal to a preset degree threshold and there is a vehicle window whose window opening degree is greater than zero, the vehicle window state is a slightly open state; If there is a window whose opening degree is greater than a preset degree threshold, the window state of the vehicle is in a wide open state.
6. The low-carbon and energy-saving vehicle disinfection and purification system according to claim 1 is characterized in that: The control module comprises: A start-stop control module, used to determine whether a preset start strategy is met according to the air pollution index of the vehicle's internal environment and the real-time status of the windows, and if so, to start the ventilation and purification device; a circulation mode control module, for adjusting a circulation mode for the ventilation and purification device according to the vehicle internal environment air pollution index and the comprehensive vehicle external environment air pollution index when detecting that the ventilation and purification device is in an on state, wherein the circulation mode includes an internal circulation mode and an external circulation mode; The wind speed control module is used to adjust the wind speed of the ventilation and purification device according to the air pollution index of the vehicle interior environment when it is detected that the ventilation and purification device is in the turned-on state.
7. The low-carbon and energy-saving vehicle disinfection and purification system according to claim 6 is characterized in that: The preset opening strategy is specifically: the vehicle's windows are in a fully closed state or a slightly closed state, and the vehicle's internal ambient air pollution index is greater than or equal to a preset internal index threshold.
8. The low-carbon and energy-saving vehicle disinfection and purification system according to claim 6 is characterized in that: The circulation mode control module adjusts the circulation mode for the ventilation purification device, specifically: If the air pollution index of the vehicle's internal environment is less than the comprehensive air pollution index of the vehicle's external environment, the ventilation and purification device is adjusted to the internal circulation mode, and when the duration of the ventilation and purification device maintaining the internal circulation mode is greater than the first preset duration, the ventilation and purification device is switched to the external circulation mode and maintained for a second preset duration before switching back to the internal circulation mode and recalculating the duration of maintaining the internal circulation mode; If the vehicle's internal ambient air pollution index is greater than or equal to the comprehensive external ambient air pollution index, the ventilation and purification device is adjusted to the external circulation mode.
9. The low-carbon and energy-saving vehicle disinfection and purification system according to claim 7 is characterized in that: The wind speed control module adjusts the wind speed of the ventilation and purification device, specifically: The ventilation and purification device is provided with a minimum adjustable wind speed and a maximum adjustable wind speed. When the air pollution index of the vehicle's interior environment is equal to the preset internal index threshold, the ventilation and purification device is adjusted to the minimum adjustable wind speed. As the air pollution index of the vehicle's interior environment increases, the wind speed is automatically increased to the maximum adjustable wind speed.
10. A low-carbon and energy-saving vehicle-mounted disinfection and purification method, applied to the low-carbon and energy-saving vehicle-mounted disinfection and purification system according to any one of claims 1 to 9, characterized in that: The following steps are involved: Obtaining the concentration data of different pollutants inside the vehicle and the concentration data of different pollutants outside the vehicle; Calculate the vehicle internal environment air pollution index according to the concentration data of different pollutants in the vehicle, and calculate the vehicle external environment air pollution index ZWAP according to the first vehicle external environment air pollution index WAP1, the second vehicle external environment air pollution index WAP2 and the third vehicle external environment air pollution index WAP3, wherein the first vehicle external environment air pollution index is calculated according to the concentration data of different pollutants outside the vehicle, the second vehicle external environment air pollution index is calculated by identifying the smoke information of the vehicle external environment through image recognition technology, and the third vehicle external environment air pollution index is obtained by docking with an authoritative official platform; Identify the vehicle's window status, which includes fully closed, slightly open, and fully open; The ventilation and purification device is started and stopped, controlled in circulation mode and controlled in wind speed according to the vehicle's internal ambient air pollution index, the comprehensive external ambient air pollution index and the vehicle's window status.
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