Oxygen production equipment and control method and device thereof, medium, air conditioner and program product
By collecting user attributes and physiological parameters and combining them with environmental parameters to establish an oxygen concentration comfort model, the problem of oxygen production equipment being unable to adjust its operating status in a timely manner is solved, individual differentiated oxygen concentration control is achieved, and the comfort of air-conditioning oxygen production equipment is improved.
Patent Information
- Application Number
- CN202510974102.1
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-07-15
- Publication Date
- 2025-09-19
AI Technical Summary
Existing oxygen production equipment is unable to adjust its operating status in a timely manner according to user attributes, resulting in insufficient individual differentiated comfort experience.
By collecting user attributes and physiological parameters and combining them with environmental parameters, an oxygen concentration comfort model is established, the target oxygen concentration is determined, and the operation of the oxygen production equipment is controlled according to the model.
It achieves precise adjustment of oxygen concentration according to the individual differentiated needs of users, improving the comfort and user experience of air-conditioning oxygen production equipment.
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Figure CN120667804A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of control, and in particular to an oxygen production device and a control method, device, medium, air conditioner and program product thereof. Background Art
[0002] As living standards improve, people's quality of life continues to improve, and their expectations for daily life scenarios are also becoming higher and higher. For example, in the home, to improve indoor air quality, air conditioners are equipped with oxygen generators. The oxygen produced by these generators can regulate indoor air conditions. However, the related art air conditioner oxygen generators cannot adjust their operating status according to specific user attributes, and the individualized comfort experience needs to be improved. Summary of the Invention
[0003] The main purpose of the present invention is to overcome the defects of the above-mentioned related technologies and provide an oxygen production equipment and its control method, device, medium, air conditioner and program product to solve the problem in the related technologies that the oxygen production equipment cannot adjust the operating status in time according to user attributes.
[0004] On one hand, the present invention provides a control method for oxygen production equipment, comprising: collecting user attributes and physiological parameters of a current user in a space and current environmental parameters of the space; determining an oxygen concentration comfort value of the current user based on the collected user attributes, physiological parameters, and environmental parameters according to a pre-established oxygen concentration comfort model; determining a current target oxygen concentration based on the determined oxygen concentration comfort value of the current user; and controlling the operation of the oxygen production equipment based on the determined current target oxygen concentration.
[0005] Optionally, the oxygen concentration comfort model is established by: collecting physiological parameters and oxygen concentration comfort feedback information of users with different user attributes under different environmental parameters; and establishing an oxygen concentration comfort model for users with different user attributes under different environmental parameters based on the collected comfort feedback information.
[0006] Optionally, determining a current target oxygen concentration based on the determined oxygen concentration comfort value of the current user includes: if the oxygen concentration comfort value of the current user is less than a first threshold, determining the current target oxygen concentration as an upper limit of the oxygen concentration range that can be set for the oxygen concentrator; if the oxygen concentration comfort value of the current user is greater than or equal to the first threshold and less than a second threshold, determining the current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the oxygen concentration comfort value of the current user, and the oxygen concentration comfort value of the current user; if the oxygen concentration comfort value of the current user is greater than or equal to the second threshold and less than a third threshold, determining the current target oxygen concentration to be equal to the last determined target oxygen concentration; if the oxygen concentration comfort value of the current user is greater than or equal to the third threshold and less than a fourth threshold, determining the current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the oxygen concentration comfort value of the current user, and the oxygen concentration comfort value of the current user; and if the oxygen concentration comfort value of the current user is greater than or equal to the fourth threshold, determining the current target oxygen concentration to be the lower limit of the oxygen concentration range that can be set for the oxygen concentrator.
[0007] Optionally, if the current user's oxygen concentration comfort value is greater than or equal to a first threshold and less than a second threshold, the current target oxygen concentration is determined based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value, including: the current target oxygen concentration is equal to the last determined target oxygen concentration plus the product of the set target oxygen concentration change rate and the difference between the current user's oxygen concentration comfort value and the second threshold; wherein, when the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, the set target oxygen concentration change rate is equal to the slope of the coordinate system with oxygen concentration comfort as the horizontal axis and target oxygen concentration as the vertical axis, from the point determined by the upper limit value of the oxygen concentration range that can be set by the oxygen generator and the minimum value of the oxygen concentration comfort in the interval to the point determined by the last determined target oxygen concentration and the maximum value of the oxygen concentration comfort in the interval. ; and / or, if the current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold, determining the current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value, including: the current target oxygen concentration is equal to the last determined target oxygen concentration plus the product of the set target oxygen concentration change rate and the difference between the current user's oxygen concentration comfort value and the third threshold; wherein the current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold, the set target oxygen concentration change rate is equal to the slope of a coordinate system with oxygen concentration comfort as the horizontal axis and target oxygen concentration as the vertical axis, from a point determined by a lower limit value of the set oxygen concentration range of the oxygen generator and a maximum value of the oxygen concentration comfort in the interval to a point determined by a last determined target oxygen concentration and a minimum value of the oxygen concentration comfort in the interval.
[0008] Optionally, controlling the operation of the oxygen production equipment according to the determined current target oxygen concentration includes: determining a target operating time and a target operating power required for the oxygen production equipment to achieve the current target oxygen concentration in the space; and controlling the oxygen production equipment to operate according to the determined target operating time and target operating power.
[0009] Optionally, determining the target operating time and target operating power required for the oxygen production equipment to make the oxygen concentration in the space reach the current target oxygen concentration includes: determining the target operating time and target operating power required for the oxygen production equipment corresponding to the current target oxygen concentration based on a preset correspondence between the target oxygen concentration, the target operating time, and the target operating power.
[0010] Optionally, the method further includes: obtaining the oxygen concentration of the space after controlling the oxygen production equipment to operate for a preset time according to the determined current target oxygen concentration; and determining whether the oxygen concentration of the space is less than the current target oxygen concentration; if so, controlling the oxygen production equipment to continue operating; if not, controlling the oxygen production equipment to shut down.
[0011] Another aspect of the present invention provides a control device for oxygen production equipment, comprising: a collection unit for collecting user attributes and physiological parameters of a current user in a space and current environmental parameters of the space; a first determination unit for determining, based on the user attributes, physiological parameters, and environmental parameters collected by the collection unit and according to a pre-established oxygen concentration comfort model, an oxygen concentration comfort value for the current user; a second determination unit for determining a current target oxygen concentration based on the oxygen concentration comfort value of the current user determined by the first determination unit; and a control unit for controlling the operation of the oxygen production equipment based on the current target oxygen concentration determined by the second determination unit.
[0012] Optionally, it also includes: an establishment unit, used to establish an oxygen concentration comfort model for users with different user attributes under different environmental parameters, wherein the oxygen concentration comfort model for users with different user attributes under different environmental parameters is established in the following manner: collecting physiological parameters and oxygen concentration comfort feedback information of users with different user attributes under different environmental parameters; and establishing the oxygen concentration comfort model for users with different user attributes under different environmental parameters based on the collected comfort feedback information.
[0013] Optionally, the second determining unit determines the current target oxygen concentration based on the oxygen concentration comfort value of the current user determined by the first determining unit, including: if the oxygen concentration comfort value of the current user is less than a first threshold, determining the current target oxygen concentration as the upper limit of the oxygen concentration range that can be set for the oxygen concentrator; if the oxygen concentration comfort value of the current user is greater than or equal to the first threshold and less than a second threshold, determining the current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the oxygen concentration comfort value of the current user, and the oxygen concentration comfort value of the current user; if the oxygen concentration comfort value of the current user is greater than or equal to the second threshold and less than a third threshold, determining the current target oxygen concentration to be equal to the last determined target oxygen concentration; if the oxygen concentration comfort value of the current user is greater than or equal to the third threshold and less than a fourth threshold, determining the current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the oxygen concentration comfort value of the current user, and the oxygen concentration comfort value of the current user; and if the oxygen concentration comfort value of the current user is greater than or equal to the fourth threshold, determining the current target oxygen concentration to be the lower limit of the oxygen concentration range that can be set for the oxygen concentrator.
[0014] Optionally, if the oxygen concentration comfort value of the current user is greater than or equal to the first threshold and less than the second threshold, the second determination unit determines the current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value, including: the current target oxygen concentration is equal to the last determined target oxygen concentration plus the product of the set target oxygen concentration change rate and the difference between the current user's oxygen concentration comfort value and the second threshold; wherein, when the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, the set target oxygen concentration change rate is equal to the slope of the coordinate system with the oxygen concentration comfort as the horizontal axis and the target oxygen concentration as the vertical axis, from the point determined by the upper limit value of the oxygen concentration range that can be set by the oxygen generator and the minimum value of the oxygen concentration comfort in the interval to the point determined by the last determined target oxygen concentration and the maximum value of the oxygen concentration comfort in the interval. and / or, if the oxygen concentration comfort value of the current user is greater than or equal to the third threshold and less than a fourth threshold, the second determining unit determines a current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the oxygen concentration comfort value of the current user, and the oxygen concentration comfort value of the current user, including: the current target oxygen concentration is equal to the last determined target oxygen concentration plus the product of the set target oxygen concentration change rate and the difference between the oxygen concentration comfort value of the current user and the third threshold; wherein the oxygen concentration comfort value of the current user is greater than or equal to the third threshold and less than the fourth threshold, the set target oxygen concentration change rate is equal to the slope, in a coordinate system with oxygen concentration comfort as the horizontal axis and target oxygen concentration as the vertical axis, from a point determined by a lower limit value of the set oxygen concentration range of the oxygen generator and a maximum value of the oxygen concentration comfort value in the interval to a point determined by a last determined target oxygen concentration and a minimum value of the oxygen concentration comfort value in the interval.
[0015] Optionally, the control unit controls the operation of the oxygen-generating equipment according to the current target oxygen concentration determined by the second determination unit, including: determining a target operating time and a target operating power required for the oxygen-generating equipment to achieve the current target oxygen concentration in the space; and controlling the oxygen-generating equipment to operate according to the determined target operating time and target operating power.
[0016] Optionally, the control unit determines the target operating time and target operating power required for the oxygen production equipment to make the oxygen concentration in the space reach the current target oxygen concentration, including: determining the target operating time and target operating power required for the oxygen production equipment corresponding to the current target oxygen concentration based on a preset correspondence between the target oxygen concentration, the target operating time and the target operating power.
[0017] Optionally, it further includes: an acquisition unit, used to obtain the oxygen concentration of the space after controlling the oxygen production equipment to operate for a preset time according to the current target oxygen concentration determined by the second determination unit; the control unit is also used to: determine whether the oxygen concentration in the space is less than the current target oxygen concentration, and if so, control the oxygen production equipment to continue operating; if not, control the oxygen production equipment to shut down.
[0018] Another aspect of the present invention provides a storage medium having a computer program stored thereon, wherein the program implements the steps of any of the aforementioned methods when executed by a processor.
[0019] In another aspect, the present invention provides an oxygen production device, comprising a processor, a memory, and a computer program stored in the memory and executable on the processor, wherein the processor implements the steps of any of the aforementioned methods when executing the program.
[0020] In another aspect, the present invention provides an oxygen production device comprising any one of the aforementioned control devices.
[0021] In another aspect, the present invention provides an air conditioner comprising any of the aforementioned oxygen production equipment.
[0022] In another aspect, the present invention provides a computer program product, comprising a computer program, wherein when the computer program is executed by a processor, the steps of any of the aforementioned methods are implemented.
[0023] According to the technical solution of the present invention, the oxygen concentration comfort of the current user can be accurately obtained by comprehensively combining user attributes and environmental parameters, thereby determining the target oxygen concentration suitable for the current user and controlling the operation of the oxygen production equipment according to the target oxygen concentration.
[0024] According to the technical solution of the present invention, by establishing an oxygen concentration comfort model for users with different user attributes under different environmental parameters, the user attributes and environmental parameters are comprehensively integrated to accurately and comprehensively obtain the current user's oxygen concentration comfort situation. Based on the individual differentiated comfort experience and guided by human comfort, adaptive control of the operation of air-conditioning oxygen production equipment is achieved to meet the user's oxygen concentration comfort needs. BRIEF DESCRIPTION OF THE DRAWINGS
[0025] The drawings described herein are used to provide a further understanding of the present invention and constitute a part of the present invention. The exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention. In the drawings:
[0026] Figure 1 This is a schematic diagram of an embodiment of a method for controlling an oxygen production device provided by the present invention;
[0027] Figure 2 A flowchart illustrating a specific embodiment of the steps of establishing an oxygen concentration comfort model for users with different user attributes under different environmental parameters according to the present invention;
[0028] Figure 3 An example of an oxygen concentration comfort experiment questionnaire is shown;
[0029] Figure 4 A schematic diagram of a coordinate system showing the target oxygen concentration and the current user's oxygen concentration comfort value;
[0030] Figure 5 is a method schematic diagram of another embodiment of the control method of the oxygen production equipment provided by the present invention;
[0031] Figure 6 This is a schematic diagram of a specific embodiment of the control method for oxygen production equipment provided by the present invention;
[0032] Figure 7 is a schematic diagram of another specific embodiment of the control method for oxygen production equipment provided by the present invention;
[0033] Figure 8 This is a structural block diagram of an embodiment of a control device for an oxygen production equipment provided by the present invention;
[0034] Figure 9 This is a structural block diagram of another embodiment of the control device for the oxygen production equipment provided by the present invention. DETAILED DESCRIPTION
[0035] To make the objectives, technical solutions, and advantages of the present invention more clear, the technical solutions of the present invention will be clearly and completely described below in conjunction with specific embodiments of the present invention and corresponding drawings. Obviously, the embodiments described are only some embodiments of the present invention, not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative efforts are within the scope of protection of the present invention.
[0036] It should be noted that the terms "first", "second", etc. in the description and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects and are not necessarily used to describe a specific order or sequence. It should be understood that the numbers used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions. For example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.
[0037] The present invention provides a control method for oxygen production equipment, which may be an oxygen production equipment on an air conditioner.
[0038] Figure 1 1 is a schematic diagram of an embodiment of a method for controlling an oxygen production device provided by the present invention.
[0039] like Figure 1 As shown, according to one embodiment of the present invention, the control method at least includes step S110, step S120, step S130 and step S140.
[0040] Step S110 , collecting user attributes and physiological parameters of the current user in the space and the current environmental parameters of the space.
[0041] Physiological parameters may specifically include at least one of heart rate, pulse, and metabolic rate. User attributes may specifically include at least one of gender, age, and body type. Body type may be, for example, calculated using a body mass index (BMI) based on height and weight according to a preset formula. Different environments may specifically include at least one of seasonal environments, climatic environments, and geographical environments. Different environments may be represented by environmental parameters. Environmental parameters may specifically include oxygen concentration, and at least one of air temperature, air humidity, air flow rate, and pollutant concentration.
[0042] Step S120 , based on the collected user attributes, physiological parameters and environmental parameters, and according to a pre-established oxygen concentration comfort model, determines the oxygen concentration comfort value of the current user.
[0043] The oxygen concentration comfort model is a pre-established oxygen concentration comfort model for users with different user attributes under different environmental parameters. The collected user attributes, physiological parameters, and environmental parameters are input into the oxygen concentration comfort model to output the oxygen concentration comfort value of the current user.
[0044] Figure 2 A flowchart diagram showing a specific embodiment of the steps of establishing an oxygen concentration comfort model for users with different user attributes under different environmental parameters according to the present invention.
[0045] like Figure 2 As shown, the steps of establishing the oxygen concentration comfort model may specifically include steps S1 to S2:
[0046] Step S1 : collecting physiological parameters and oxygen concentration comfort feedback information of users with different user attributes under different environmental parameters.
[0047] In one specific embodiment, an oxygen concentration comfort experiment is conducted to collect physiological parameters and oxygen concentration comfort feedback information from users with different user attributes under different environmental parameters. For example, users with different user attributes (gender, age, and body type) are selected as subjects, and different test environments (seasonal, climatic, geographical, etc.) are used. The oxygen concentration comfort experiment collects physiological parameters and oxygen concentration comfort feedback information from users with different user attributes under different environmental parameters.
[0048] Specifically, through the oxygen concentration comfort experiment, the physiological parameters of the subjects, the environmental parameters in the experiment, and the oxygen concentration comfort feedback of the subjects are collected to establish an individual difference oxygen concentration comfort sample library. During the oxygen concentration comfort experiment, the physiological parameters, environmental parameters and oxygen concentration comfort feedback information of the subjects are collected at preset intervals. The oxygen concentration comfort feedback information may specifically include air quality somatosensory feedback information and breathing comfort feedback information. During the oxygen concentration comfort experiment, the oxygen concentration in the experimental environment can be changed at preset intervals to obtain the oxygen concentration comfort feedback information of the subjects under different oxygen concentrations.
[0049] In a specific embodiment, oxygen concentration comfort feedback information of users with different user attributes under different environmental parameters and different oxygen concentrations can be collected through a questionnaire. Figure 3 An example of an oxygen concentration comfort experiment questionnaire is shown in FIG. Figure 3As shown, the main content filled in the questionnaire includes the subject's personal information (i.e. user attribute information, such as gender, age, height, weight) and the current subject's oxygen concentration comfort feedback information, including air quality somatosensory feedback, breathing comfort feedback, etc. For example, air quality somatosensory feedback can be set to 7 levels of indicators, representing the subject's somatosensory indoor air quality, with values of -3, -2, -1, 0, 1, 2, and 3, corresponding to very bad, very bad, bad, moderate, good, very good, and very good states, respectively. Breathing comfort feedback can be set to 4 levels of indicators, representing the subject's comfort level when breathing, with values of 0, 1, 2, and 3, corresponding to very uncomfortable, uncomfortable, comfortable, and very comfortable states, respectively.
[0050] Step S2: establishing an oxygen concentration comfort model based on the collected physiological parameters and oxygen concentration comfort feedback information of the users with different user attributes under different environmental parameters.
[0051] Specifically, user attributes, physiological parameters and environmental parameters are used as input parameters, and oxygen concentration comfort feedback information is used as output parameters to perform model training, and obtain oxygen concentration comfort models for users with different user attributes under different environmental parameters.
[0052] Through experimental design and questionnaires, a large amount of oxygen concentration comfort data was obtained. After statistical analysis of the experimental data, a machine learning algorithm was used to train the data and establish a model for individual oxygen concentration comfort. The collected user attributes, physiological parameters, and environmental parameters were input into the oxygen concentration comfort model to output the current user's oxygen concentration comfort value.
[0053] Step S130: determining a current target oxygen concentration according to the determined oxygen concentration comfort value of the current user.
[0054] In a specific embodiment, determining the current target oxygen concentration based on the determined oxygen concentration comfort value of the current user includes the following situations:
[0055] 1) If the current user's oxygen concentration comfort value is less than a first threshold, the current target oxygen concentration is determined to be the upper limit of the oxygen concentration range that can be set by the oxygen generator.
[0056] That is, the target oxygen concentration is Y, and the oxygen generator can set the upper limit of the oxygen concentration range to Ymax, then Y = Ymax. For example, the first threshold is -2.5, that is, when the oxygen concentration comfort value S < -2.5, the target oxygen concentration is Y = Ymax.
[0057] 2) If the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, determining a current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value. The last determined target oxygen concentration is the target oxygen concentration last determined based on the user's oxygen concentration comfort value, i.e., the target oxygen concentration last determined when the steps of the method of the present invention were performed.
[0058] The current target oxygen concentration Y is equal to the target oxygen concentration Y0 determined last time plus the product of the set target oxygen concentration change rate KL and the difference between the current user's oxygen concentration comfort value and the second threshold value, that is, Y=Y0+K L ×(S-S2). When the current user's oxygen concentration comfort value is in different oxygen concentration comfort value intervals, different target oxygen concentration change rates are set. When the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, it is in the poor air quality sensation interval, and the target oxygen concentration change rate K is set. L For example, the first threshold S1 is -2.5, the second threshold S2 is -0.5, and the oxygen concentration comfort value range is -2.5≤S<-0.5, which is in the poor air quality range. The corresponding target oxygen concentration change rate K is set. L , then Y=Y0+K L ×(S+0.5).
[0059] When the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, the set target oxygen concentration change rate is equal to the slope of a coordinate system with the oxygen concentration comfort as the horizontal axis and the target oxygen concentration as the vertical axis, from a point determined by the upper limit value Ymax of the settable oxygen concentration range of the oxygen concentrator and the minimum value of the oxygen concentration comfort in this interval to a point determined by the last determined target oxygen concentration Y0 and the maximum value of the oxygen concentration comfort in this interval.
[0060] Figure 4 A schematic diagram of the coordinate system of the target oxygen concentration and the current user's oxygen concentration comfort value is shown. Figure 4 As shown, the horizontal axis represents the oxygen concentration comfort level S, and the vertical axis represents the target oxygen concentration Y. For example, when the oxygen concentration comfort level is in the range of -2.5 ≤ S < -0.5, the target oxygen concentration change rate is set as the slope from the point defined by the upper limit of the oxygen concentration range settable by the oxygen generator, Ymax, and the minimum oxygen concentration comfort level in that range, -2.5, to the point defined by the last determined target oxygen concentration, Y0, and the maximum oxygen concentration comfort level in that range, -0.5. In other words, this is the slope of the line whose horizontal axis is in the range of -2.5 ≤ S < -0.5.
[0061] 3) If the current user's oxygen concentration comfort value is greater than or equal to the second threshold and less than the third threshold, the current target oxygen concentration is determined to be equal to the previously determined target oxygen concentration. That is, if the oxygen concentration comfort value is within this oxygen concentration comfort value range, there is no need to adjust the target oxygen concentration; the previously determined target oxygen concentration can be maintained.
[0062] That is, if the target oxygen concentration is Y and the last determined target oxygen concentration is Y0, then Y = Y0. For example, if the second threshold is -0.5 and the third threshold is 0.5, when -0.5 ≤ S < 0.5, there is no need to adjust the target oxygen concentration; the last determined target oxygen concentration can be maintained.
[0063] 4) If the current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold, the current target oxygen concentration is determined based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value.
[0064] The current target oxygen concentration Y is equal to the target oxygen concentration Y0 determined last time plus the product of the set target oxygen concentration change rate KH and the difference between the current user's oxygen concentration comfort value and the third threshold value, that is, Y=Y0+K H ×(S-S3). When the current user's oxygen concentration comfort value is in different oxygen concentration comfort value intervals, different target oxygen concentration change rates are set. When the current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold, it is in the air quality feeling good interval, and the corresponding target oxygen concentration change rate K is set. H For example, the third threshold S3 is 0.5, the fourth threshold S4 is 2.5, and the oxygen concentration comfort value range is 0.5≤S<2.5, which is in the good air quality range. The corresponding target oxygen concentration change rate K is set. H , then Y=Y0+K H ×(S-0.5).
[0065] The current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold. The set target oxygen concentration change rate is equal to the slope of a coordinate system with oxygen concentration comfort as the horizontal axis and target oxygen concentration as the vertical axis, from a point determined by a lower limit value Ymin of the settable oxygen concentration range of the oxygen generator and the maximum value of the oxygen concentration comfort in the interval to a point determined by a previously determined target oxygen concentration Y0 and the minimum value of the oxygen concentration comfort in the interval.
[0066] Figure 4 A schematic diagram of the coordinate system of the target oxygen concentration and the current user's oxygen concentration comfort value is shown. Figure 4As shown, the horizontal axis represents the oxygen concentration comfort level S, and the vertical axis represents the target oxygen concentration Y. For example, when the oxygen concentration comfort level is in the range of 0.5 ≤ S < 2.5, the target oxygen concentration change rate is set to the slope from the point defined by the lower limit of the oxygen concentration range (Ymin) of the oxygen generator and the maximum oxygen concentration comfort level (2.5) in that range to the point defined by the previously determined target oxygen concentration (Y0) and the minimum oxygen concentration comfort level (0.5) in that range. In other words, this is the slope of the line whose horizontal axis is in the range of 0.5 ≤ S < 2.5.
[0067] 5) If the current user's oxygen concentration comfort value is greater than or equal to the fourth threshold, the current target oxygen concentration is determined to be the lower limit of the oxygen concentration range that can be set by the oxygen generator.
[0068] That is, the target oxygen concentration is Y, and the oxygen production equipment can set the lower limit of the oxygen concentration range to Ymin, that is, Y = Ymin. For example, the fourth threshold is 2.5, when S ≥ 2.5, the target oxygen concentration Y = Ymin.
[0069] According to the above embodiment, the current target oxygen concentration is determined according to whether the current user's oxygen concentration comfort value is in different comfort intervals, so that the target oxygen concentration suitable for the current user can be determined more accurately.
[0070] In a specific example, the first threshold is -2.5, the second threshold is -0.5, the third threshold is 0.5, and the fourth threshold is 2.5. The target oxygen concentration can be determined using the following formula:
[0071]
[0072] Among them, Y is the target oxygen concentration, Y0 is the oxygen concentration setting value obtained by the last calculation, Ymax is the upper limit of the oxygen concentration range that can be set by the air-conditioning oxygen generator, Ymin is the lower limit of the oxygen concentration range that can be set by the air-conditioning oxygen generator, and S is the oxygen concentration comfort value of the current user determined by the oxygen concentration comfort model (the higher S is, the more comfortable the current oxygen concentration is for the current user). When S is 0, it is considered that the current oxygen concentration is already in a relatively comfortable state for the current user).
[0073] K L Represents the rate of change of the set target oxygen concentration corresponding to the interval of poor air quality sensation (oxygen concentration comfort value -2.5≤S<-0.5), which is equal to the slope from the point determined by Ymax and the minimum value of oxygen concentration comfort in this interval (-2.5) to the point determined by Y0 and the maximum value of oxygen concentration comfort in this interval (-0.5) in the coordinate system with oxygen concentration comfort as the horizontal axis and target oxygen concentration as the vertical axis. K HThis represents the rate of change of the target oxygen concentration for the range with good air quality sensation (the range where oxygen concentration comfort value is 0.5 ≤ S < 2.5). It is equal to the slope from the point determined by Ymin and the maximum oxygen concentration comfort value (2.5) in the coordinate system with oxygen concentration comfort value as the horizontal axis and target oxygen concentration as the vertical axis to the point determined by Y0 and the minimum oxygen concentration comfort value (0.5) in the range. It should be noted that when S is in the range of -0.5 to 0.5, there is no need to adjust the target oxygen concentration; the last target oxygen concentration can be maintained.
[0074] Step S140: Controlling the operation of the oxygen production equipment according to the determined current target oxygen concentration.
[0075] Specifically, the target operating time and target operating power required for the oxygen production equipment to achieve the current target oxygen concentration in the space are determined; and the oxygen production equipment is controlled to operate according to the determined target operating time and target operating power.
[0076] Among them, different target oxygen concentrations correspond to different target operating times and target operating powers. The target operating time and target operating power required by the oxygen production equipment corresponding to the current target oxygen concentration can be determined based on the pre-set correspondence between the target oxygen concentration, the target operating time, and the target operating power. For example, a database of operating time and operating power can be pre-constructed, in which target operating times and target operating powers corresponding to multiple target oxygen concentrations are pre-stored. The target oxygen concentration is matched with the multiple target oxygen concentrations in the database, and the time and power corresponding to the successfully matched target oxygen concentration are determined as the target operating time and target operating power. The oxygen production equipment is controlled to operate at the target operating time and target operating power, so that the oxygen concentration in the space can be adjusted to the target oxygen concentration as soon as possible.
[0077] Figure 5 1 is a schematic diagram of another embodiment of the control method for the oxygen production equipment provided by the present invention.
[0078] like Figure 5 As shown, according to one embodiment of the present invention, the control method further includes step S150 and step S160.
[0079] Step S150: After controlling the oxygen production equipment to operate for a preset time according to the determined current target oxygen concentration, the oxygen concentration of the space is obtained.
[0080] Step S160, determining whether the oxygen concentration in the space is less than the current target oxygen concentration, if so, controlling the oxygen production equipment to continue operating, if not, controlling the oxygen production equipment to shut down.
[0081] Specifically, after controlling the oxygen production equipment to run for a preset time according to the target oxygen concentration, the oxygen concentration of the space can be detected by an oxygen detection module (such as an oxygen concentration sensor). If the oxygen concentration in the space is less than the target oxygen concentration, it means that the running time of the oxygen production equipment is not long enough and is not enough to meet the needs of the user. At this time, the oxygen production equipment is controlled to continue running. The indoor oxygen concentration is increased by the operation of the oxygen production equipment to reach the target oxygen concentration. After the oxygen production equipment is controlled to continue running, the indoor oxygen concentration is continued to be monitored in order to better adjust the indoor air quality. If the oxygen concentration in the space is greater than or equal to the target oxygen concentration, it means that the indoor oxygen concentration is sufficient and can meet the needs of the user. At this time, the oxygen production equipment is controlled to stop running.
[0082] According to the above-mentioned embodiment, whether the oxygen production equipment should continue to operate is determined based on the oxygen concentration in the space, which can save energy.
[0083] To clearly illustrate the technical solution of the present invention, the execution flow of the control method of the oxygen-generating equipment for air conditioning provided by the present invention is described below with reference to a specific embodiment.
[0084] Figure 6 FIG. 1 is a schematic diagram of a specific embodiment of the control method of the oxygen production equipment provided by the present invention. Figure 6 As shown, the control method of the present invention includes: steps S200 to S202.
[0085] S200: Establishing an oxygen concentration comfort model for users with different user attributes under different environmental parameters;
[0086] S201: Determine the oxygen concentration comfort value of the current user based on the oxygen concentration comfort model;
[0087] S202: Based on the current user's oxygen concentration comfort value, determine the target oxygen concentration and control the operation of the oxygen generator.
[0088] Figure 7 FIG. 1 is a schematic diagram of another specific embodiment of the control method for the oxygen production equipment provided by the present invention. Figure 7 As shown, the control method of the present invention includes: steps S300 to S306.
[0089] like Figure 7 As shown, the control method of the present invention further includes:
[0090] S300: collecting physiological parameters and oxygen concentration comfort feedback information of users with different user attributes under different environmental parameters;
[0091] S301: Based on the collected physiological parameters and oxygen concentration comfort feedback information, an oxygen concentration comfort model is established to determine the current user's oxygen concentration comfort value, thereby determining a target oxygen concentration;
[0092] S302: Determine a target operating time and a target operating power required to achieve a target oxygen concentration, and control the oxygen production equipment to operate at the target operating time and the target operating power;
[0093] S303: Obtaining the oxygen concentration in the space where the oxygen generator is located;
[0094] S304: Determine whether the oxygen concentration is less than the target oxygen concentration. If so, execute S305; if not, execute S306;
[0095] S305: Control the oxygen production equipment to continue operating;
[0096] S306: Control the oxygen production equipment to shut down.
[0097] The present invention provides a control device for oxygen production equipment, which may be specifically an oxygen production equipment on an air conditioner.
[0098] Figure 8 FIG. 1 is a structural block diagram of an embodiment of the control device of the oxygen production equipment provided by the present invention. Figure 8 As shown, the control device 100 includes: a collection unit 110 , a first determination unit 120 , a second determination unit 130 and a control unit 140 .
[0099] The collecting unit 110 is used to collect user attributes and physiological parameters of the current user in the space and the current environmental parameters of the space.
[0100] Physiological parameters may specifically include at least one of heart rate, pulse, and metabolic rate. User attributes may specifically include at least one of gender, age, and body type. Body type may be, for example, calculated using a body mass index (BMI) based on height and weight according to a preset formula. Different environments may specifically include at least one of seasonal environments, climatic environments, and geographical environments. Different environments may be represented by environmental parameters. Environmental parameters may specifically include oxygen concentration, and at least one of air temperature, air humidity, air flow rate, and pollutant concentration.
[0101] The first determining unit 120 is configured to determine the oxygen concentration comfort value of the current user based on the user attributes, physiological parameters, and environmental parameters collected by the collecting unit 110 and according to a pre-established oxygen concentration comfort model.
[0102] The oxygen concentration comfort model is a pre-established oxygen concentration comfort model for users with different user attributes under different environmental parameters. The collected user attributes, physiological parameters, and environmental parameters are input into the oxygen concentration comfort model to output the oxygen concentration comfort value for the current user.
[0103] Accordingly, the apparatus 100 further includes: an establishing unit (not shown) for establishing an oxygen concentration comfort model for users with different user attributes under different environmental parameters. Figure 2 A flowchart diagram showing a specific embodiment of the steps of establishing an oxygen concentration comfort model for users with different user attributes under different environmental parameters according to the present invention.
[0104] like Figure 2 The steps of establishing the oxygen concentration comfort model may specifically include steps S1 and S2:
[0105] Step S1 : collecting physiological parameters and oxygen concentration comfort feedback information of users with different user attributes under different environmental parameters.
[0106] In one specific embodiment, an oxygen concentration comfort experiment is conducted to collect physiological parameters and oxygen concentration comfort feedback information from users with different user attributes under different environmental parameters. For example, users with different user attributes (gender, age, and body type) are selected as subjects, and different test environments (seasonal, climatic, geographical, etc.) are used. The oxygen concentration comfort experiment collects physiological parameters and oxygen concentration comfort feedback information from users with different user attributes under different environmental parameters.
[0107] Specifically, through the oxygen concentration comfort experiment, the physiological parameters of the subjects, the environmental parameters in the experiment, and the oxygen concentration comfort feedback of the subjects are collected to establish an individual difference oxygen concentration comfort sample library. During the oxygen concentration comfort experiment, the physiological parameters, environmental parameters and oxygen concentration comfort feedback information of the subjects are collected at preset intervals. The oxygen concentration comfort feedback information may specifically include air quality somatosensory feedback information and breathing comfort feedback information. During the oxygen concentration comfort experiment, the oxygen concentration in the experimental environment can be changed at preset intervals to obtain the oxygen concentration comfort feedback information of the subjects under different oxygen concentrations.
[0108] In a specific embodiment, oxygen concentration comfort feedback information of users with different user attributes under different environmental parameters and different oxygen concentrations can be collected through a questionnaire. Figure 3 An example of an oxygen concentration comfort experiment questionnaire is shown in FIG. Figure 3As shown, the main content filled in the questionnaire includes the subject's personal information (i.e. user attribute information, such as gender, age, height, weight) and the current subject's oxygen concentration comfort feedback information, including air quality somatosensory feedback, breathing comfort feedback, etc. For example, air quality somatosensory feedback can be set to 7 levels of indicators, representing the subject's somatosensory indoor air quality, with values of -3, -2, -1, 0, 1, 2, and 3, corresponding to very bad, very bad, bad, moderate, good, very good, and very good states, respectively. Breathing comfort feedback can be set to 4 levels of indicators, representing the subject's comfort level when breathing, with values of 0, 1, 2, and 3, corresponding to very uncomfortable, uncomfortable, comfortable, and very comfortable states, respectively.
[0109] Step S2: establishing an oxygen concentration comfort model based on the collected physiological parameters and oxygen concentration comfort feedback information of the users with different user attributes under different environmental parameters.
[0110] Specifically, user attributes, physiological parameters and environmental parameters are used as input parameters, and oxygen concentration comfort feedback information is used as output parameters to perform model training, and obtain oxygen concentration comfort models for users with different user attributes under different environmental parameters.
[0111] Through experimental design and questionnaires, a large amount of oxygen concentration comfort data was obtained. After statistical analysis of the experimental data, a machine learning algorithm was used to train the data and establish a model for individual oxygen concentration comfort. The collected user attributes, physiological parameters, and environmental parameters were input into the oxygen concentration comfort model to output the current user's oxygen concentration comfort value.
[0112] The second determining unit 130 is configured to determine a current target oxygen concentration according to the oxygen concentration comfort value of the current user determined by the first determining unit 120 .
[0113] In a specific embodiment, the second determining unit 130 determines the current target oxygen concentration according to the determined oxygen concentration comfort value of the current user, including the following situations:
[0114] 1) If the current user's oxygen concentration comfort value is less than a first threshold, the current target oxygen concentration is determined to be the upper limit of the oxygen concentration range that can be set by the oxygen generator.
[0115] That is, the target oxygen concentration is Y, and the oxygen generator can set the upper limit of the oxygen concentration range to Ymax, then Y = Ymax. For example, the first threshold is -2.5, that is, when the oxygen concentration comfort value S < -2.5, the target oxygen concentration is Y = Ymax.
[0116] 2) If the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, a current target oxygen concentration is determined based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value. The last determined target oxygen concentration is the target oxygen concentration last determined based on the user's oxygen concentration comfort value, i.e., the target oxygen concentration last determined when the function of the apparatus of the present invention was last executed.
[0117] The current target oxygen concentration Y is equal to the target oxygen concentration Y0 determined last time plus the product of the set target oxygen concentration change rate KL and the difference between the current user's oxygen concentration comfort value and the second threshold value, that is, Y=Y0+K L ×(S-S2). When the current user's oxygen concentration comfort value is in different oxygen concentration comfort value intervals, different target oxygen concentration change rates are set. When the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, it is in the poor air quality sensation interval, and the target oxygen concentration change rate K is set. L For example, the first threshold S1 is -2.5, the second threshold S2 is -0.5, and the oxygen concentration comfort value range is -2.5≤S<-0.5, which is in the poor air quality range. The corresponding target oxygen concentration change rate K is set. L , then Y=Y0+K L ×(S+0.5).
[0118] When the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, the set target oxygen concentration change rate is equal to the slope of a coordinate system with the oxygen concentration comfort as the horizontal axis and the target oxygen concentration as the vertical axis, from a point determined by the upper limit value Ymax of the settable oxygen concentration range of the oxygen concentrator and the minimum value of the oxygen concentration comfort in this interval to a point determined by the last determined target oxygen concentration Y0 and the maximum value of the oxygen concentration comfort in this interval.
[0119] Figure 4 A schematic diagram of the coordinate system of the target oxygen concentration and the current user's oxygen concentration comfort value is shown. Figure 4 As shown, the horizontal axis represents the oxygen concentration comfort level S, and the vertical axis represents the target oxygen concentration Y. For example, when the oxygen concentration comfort level is in the range of -2.5 ≤ S < -0.5, the target oxygen concentration change rate is set as the slope from the point defined by the upper limit of the oxygen concentration range settable by the oxygen generator, Ymax, and the minimum oxygen concentration comfort level in that range, -2.5, to the point defined by the last determined target oxygen concentration, Y0, and the maximum oxygen concentration comfort level in that range, -0.5. In other words, this is the slope of the line whose horizontal axis is in the range of -2.5 ≤ S < -0.5.
[0120] 3) If the current user's oxygen concentration comfort value is greater than or equal to the second threshold and less than the third threshold, the current target oxygen concentration is determined to be equal to the previously determined target oxygen concentration. That is, if the oxygen concentration comfort value is within this oxygen concentration comfort value range, there is no need to adjust the target oxygen concentration; the previously determined target oxygen concentration can be maintained.
[0121] That is, if the target oxygen concentration is Y and the last determined target oxygen concentration is Y0, then Y = Y0. For example, if the second threshold is -0.5 and the third threshold is 0.5, when -0.5 ≤ S < 0.5, there is no need to adjust the target oxygen concentration; the last determined target oxygen concentration can be maintained.
[0122] 4) If the current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold, the current target oxygen concentration is determined based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value.
[0123] The current target oxygen concentration Y is equal to the target oxygen concentration Y0 determined last time plus the product of the set target oxygen concentration change rate KH and the difference between the current user's oxygen concentration comfort value and the third threshold value, that is, Y=Y0+K H ×(S-S3). When the current user's oxygen concentration comfort value is in different oxygen concentration comfort value intervals, different target oxygen concentration change rates are set. When the current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold, it is in a good air quality feeling interval, corresponding to the set target oxygen concentration change rate KH. For example, when the third threshold S3 is 0.5, the fourth threshold S4 is 2.5, and the oxygen concentration comfort value interval is 0.5≤S<2.5, it is in a good air quality feeling interval, corresponding to the set target oxygen concentration change rate K H , then Y=Y0+K H ×(S-0.5).
[0124] The current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold. The set target oxygen concentration change rate is equal to the slope of a coordinate system with oxygen concentration comfort as the horizontal axis and target oxygen concentration as the vertical axis, from a point determined by a lower limit value Ymin of the settable oxygen concentration range of the oxygen generator and the maximum value of the oxygen concentration comfort in the interval to a point determined by a previously determined target oxygen concentration Y0 and the minimum value of the oxygen concentration comfort in the interval.
[0125] Figure 4 A schematic diagram of the coordinate system of the target oxygen concentration and the current user's oxygen concentration comfort value is shown. Figure 4As shown, the horizontal axis represents the oxygen concentration comfort level S, and the vertical axis represents the target oxygen concentration Y. For example, when the oxygen concentration comfort level is in the range of 0.5 ≤ S < 2.5, the target oxygen concentration change rate is set to the slope from the point defined by the lower limit of the oxygen concentration range (Ymin) of the oxygen generator and the maximum oxygen concentration comfort level (2.5) in that range to the point defined by the previously determined target oxygen concentration (Y0) and the minimum oxygen concentration comfort level (0.5) in that range. In other words, this is the slope of the line whose horizontal axis is in the range of 0.5 ≤ S < 2.5.
[0126] 5) If the current user's oxygen concentration comfort value is greater than or equal to the fourth threshold, the current target oxygen concentration is determined to be the lower limit of the oxygen concentration range that can be set by the oxygen generator.
[0127] That is, the target oxygen concentration is Y, and the oxygen production equipment can set the lower limit of the oxygen concentration range to Ymin, that is, Y = Ymin. For example, the fourth threshold is 2.5, when S ≥ 2.5, the target oxygen concentration Y = Ymin.
[0128] According to the above embodiment, the current target oxygen concentration is determined according to the current user's oxygen concentration comfort value being in different comfort intervals, which can more accurately determine the target oxygen concentration suitable for the current user.
[0129] The control unit 140 is configured to control the operation of the oxygen production equipment according to the current target oxygen concentration determined by the second determining unit 140 .
[0130] Specifically, the control unit controls the operation of the oxygen generator according to the current target oxygen concentration determined by the second determination unit, including: determining a target operating time and a target operating power required for the oxygen generator to achieve the current target oxygen concentration in the space; and controlling the oxygen generator to operate according to the determined target operating time and target operating power.
[0131] Among them, different target oxygen concentrations correspond to different target operating times and target operating powers. The target operating time and target operating power required by the oxygen production equipment corresponding to the current target oxygen concentration can be determined based on the pre-set correspondence between the target oxygen concentration, the target operating time, and the target operating power. For example, a database of operating time and operating power can be pre-constructed, in which target operating times and target operating powers corresponding to multiple target oxygen concentrations are pre-stored. The target oxygen concentration is matched with the multiple target oxygen concentrations in the database, and the time and power corresponding to the successfully matched target oxygen concentration are determined as the target operating time and target operating power. The oxygen production equipment is controlled to operate at the target operating time and target operating power, so that the oxygen concentration in the space can be adjusted to the target oxygen concentration as soon as possible.
[0132] Figure 9 FIG. 1 is a structural block diagram of another embodiment of the control device for the oxygen production equipment provided by the present invention. Figure 9 As shown, based on the above embodiment, according to another embodiment of the present invention, the control device 100 further includes: an acquisition unit 150.
[0133] The acquisition unit 150 is configured to acquire the oxygen concentration of the space after the oxygen generator is controlled to operate for a preset time according to the current target oxygen concentration determined by the second determination unit 130. The control unit is further configured to determine whether the oxygen concentration in the space is less than the current target oxygen concentration; if so, control the oxygen generator to continue operating; if not, control the oxygen generator to shut down.
[0134] Specifically, after controlling the oxygen production equipment to run for a preset time according to the target oxygen concentration, the oxygen concentration of the space can be detected by an oxygen detection module (such as an oxygen concentration sensor). If the oxygen concentration in the space is less than the target oxygen concentration, it means that the running time of the oxygen production equipment is not long enough and is not enough to meet the needs of the user. At this time, the oxygen production equipment is controlled to continue running. The indoor oxygen concentration is increased by the operation of the oxygen production equipment to reach the target oxygen concentration. After the oxygen production equipment is controlled to continue running, the indoor oxygen concentration is continued to be monitored in order to better adjust the indoor air quality. If the oxygen concentration in the space is greater than or equal to the target oxygen concentration, it means that the indoor oxygen concentration is sufficient and can meet the needs of the user. At this time, the oxygen production equipment is controlled to stop running.
[0135] The present invention also provides a storage medium corresponding to the control method of the oxygen production equipment, on which a computer program is stored. When the computer program is executed by a processor, the steps of any of the above methods are implemented.
[0136] The present invention also provides an oxygen production device corresponding to the control method of the oxygen production device, comprising a processor, a memory, and a computer program stored in the memory and executable on the processor, wherein the processor implements the steps of any of the aforementioned methods when executing the computer program.
[0137] The present invention also provides an oxygen production equipment corresponding to the control device of the oxygen production equipment, comprising any of the aforementioned control devices of the oxygen production equipment.
[0138] The present invention also provides a control method corresponding to the control device of the oxygen production equipment, including any of the oxygen production equipment described above.
[0139] The present invention also provides a computer program product corresponding to the control method of the oxygen production equipment, comprising a computer program, which implements the steps of any of the aforementioned methods when executed by a processor.
[0140] Based on this, the solution provided by the present invention establishes an oxygen concentration comfort model for users with different user attributes under different environmental parameters, and comprehensively and accurately obtains the current user's oxygen concentration comfort situation by integrating user attributes and environmental parameters. Based on the individual differentiated comfort experience and guided by human comfort, it realizes adaptive control of the operation of air-conditioning oxygen production equipment to meet the user's oxygen concentration comfort needs.
[0141] The solution provided by the present invention determines the current target oxygen concentration based on the different comfort intervals of the current user's oxygen concentration comfort value determined by comprehensively combining user attributes and environmental parameters, and can more accurately determine the target oxygen concentration suitable for the current user.
[0142] The functions described herein may be implemented in hardware, software executed by a processor, firmware, or any combination thereof. If implemented in software executed by a processor, the functions may be stored as one or more instructions or codes on or transmitted via a computer-readable medium. Other examples and implementations are within the scope and spirit of the present invention and the appended claims. For example, due to the nature of software, the functions described above may be implemented using software executed by a processor, hardware, firmware, hardwiring, or a combination of any of these. Furthermore, each functional unit may be integrated into a single processing unit, each unit may exist physically separately, or two or more units may be integrated into a single unit.
[0143] In the several embodiments provided in this application, it should be understood that the disclosed technical content can be implemented in other ways. Among them, the device embodiments described above are only exemplary. For example, the division of the units can be a logical function division. In actual implementation, there may be other division methods, such as multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some interfaces, indirect coupling or communication connection of units or modules, which can be electrical or other forms.
[0144] The units described as separate components may or may not be physically separate, and the components of the control device may or may not be physical units, that is, they may be located in one place or distributed across multiple units. Some or all of the units may be selected according to actual needs to achieve the purpose of the present embodiment.
[0145] 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 invention, or the part that contributes to the relevant technology, or all or part of the technical solution can be embodied in the form of a software product. The computer software product is stored in a storage medium and includes several instructions for enabling a computer device (which can be a personal computer, server or network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), mobile hard disk, magnetic disk or optical disk, etc. Various media that can store program codes.
[0146] The foregoing description is merely an embodiment of the present invention and is not intended to limit the present invention. Those skilled in the art will readily appreciate that various modifications and variations of the present invention are possible. Any modifications, equivalent substitutions, or improvements made within the spirit and principles of the present invention are intended to be within the scope of the claims.
Claims
1. A control method for oxygen production equipment, characterized in that: include: Collect user attributes and physiological parameters of the current user in the space and the current environmental parameters of the space; Determining the oxygen concentration comfort value of the current user based on the collected user attributes, physiological parameters, and environmental parameters and according to a pre-established oxygen concentration comfort model; determining a current target oxygen concentration based on the determined oxygen concentration comfort value of the current user; The oxygen production equipment is controlled to operate according to the determined current target oxygen concentration.
2. The method according to claim 1, characterized in that The oxygen concentration comfort model is established in the following way: Collect physiological parameters and oxygen concentration comfort feedback information of users with different user attributes under different environmental parameters; Based on the collected comfort feedback information, an oxygen concentration comfort model for users with different user attributes under different environmental parameters is established.
3. The method according to claim 1 or 2, characterized in that Determining a current target oxygen concentration based on the determined oxygen concentration comfort value of the current user includes: If the current user's oxygen concentration comfort value is less than the first threshold, determining the current target oxygen concentration as the upper limit of the oxygen concentration range that can be set by the oxygen generator; If the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, the current target oxygen concentration is determined based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value. If the current user's oxygen concentration comfort value is greater than or equal to the second threshold and less than the third threshold, determining that the current target oxygen concentration is equal to the last determined target oxygen concentration; If the current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold, determining the current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value; If the current user's oxygen concentration comfort value is greater than or equal to the fourth threshold, the current target oxygen concentration is determined to be the lower limit of the oxygen concentration range that can be set for the oxygen generator.
4. The method according to claim 3, characterized in that If the current user's oxygen concentration comfort value is greater than or equal to the first threshold and less than the second threshold, determining the current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value, including: The current target oxygen concentration is equal to the last determined target oxygen concentration plus the product of the set target oxygen concentration change rate and the difference between the current user's oxygen concentration comfort value and the second threshold value; When the current user's oxygen concentration comfort value is greater than or equal to a first threshold and less than a second threshold, the set target oxygen concentration change rate is equal to the slope of a coordinate system with oxygen concentration comfort as the horizontal axis and target oxygen concentration as the vertical axis, from a point determined by the upper limit of the settable oxygen concentration range of the oxygen concentrator and the minimum value of the oxygen concentration comfort in that interval to a point determined by the last determined target oxygen concentration and the maximum value of the oxygen concentration comfort in that interval; and / or, If the current user's oxygen concentration comfort value is greater than or equal to the third threshold and less than the fourth threshold, determining the current target oxygen concentration based on the last determined target oxygen concentration, the set target oxygen concentration change rate corresponding to the current user's oxygen concentration comfort value, and the current user's oxygen concentration comfort value, including: The current target oxygen concentration is equal to the last determined target oxygen concentration plus the product of the set target oxygen concentration change rate and the difference between the current user's oxygen concentration comfort value and the third threshold value; Among them, the oxygen concentration comfort value of the current user is greater than or equal to the third threshold and less than the fourth threshold. The set target oxygen concentration change rate is equal to the slope of the coordinate system with the oxygen concentration comfort as the horizontal axis and the target oxygen concentration as the vertical axis, from the point determined by the lower limit value of the settable oxygen concentration range of the oxygen production equipment and the maximum value of the oxygen concentration comfort in the interval to the point determined by the last determined target oxygen concentration and the minimum value of the oxygen concentration comfort in the interval.
5. The method according to claim 1 or 2, characterized in that Controlling the operation of the oxygen production equipment according to the determined current target oxygen concentration includes: Determining the target operating time and target operating power required for the oxygen production equipment to achieve the current target oxygen concentration in the space; The oxygen production equipment is controlled to operate according to the determined target operating time and target operating power.
6. The method according to claim 5, characterized in that Determining the target operating time and target operating power required for the oxygen production equipment to achieve the current target oxygen concentration in the space includes: According to the preset correspondence between the target oxygen concentration, the target operating time and the target operating power, the target operating time and the target operating power required by the oxygen production equipment corresponding to the current target oxygen concentration are determined.
7. The method according to claim 1 or 2, characterized in that Also includes: After controlling the oxygen production equipment to operate for a preset time according to the determined current target oxygen concentration, obtaining the oxygen concentration of the space; Determine whether the oxygen concentration in the space is less than the current target oxygen concentration. If so, control the oxygen production equipment to continue operating; if not, control the oxygen production equipment to shut down.
8. A control device for an oxygen production equipment, characterized in that: include: A collection unit, used to collect user attributes and physiological parameters of the current user in the space and the current environmental parameters of the space; a first determining unit, configured to determine an oxygen concentration comfort value of a current user based on the user attributes, physiological parameters, and environmental parameters collected by the collecting unit and according to a pre-established oxygen concentration comfort model; a second determining unit, configured to determine a current target oxygen concentration according to the oxygen concentration comfort value of the current user determined by the first determining unit; A control unit is configured to control the operation of the oxygen production equipment according to the current target oxygen concentration determined by the second determining unit.
9. A storage medium, characterized in that: A computer program is stored thereon, and when the program is executed by a processor, the steps of the method according to any one of claims 1 to 7 are implemented.
10. An oxygen production equipment, characterized in that: The method comprises a processor, a memory, and a computer program stored in the memory and executable on the processor, wherein the processor implements the steps of the method according to any one of claims 1 to 7 when executing the program, or comprises the control device according to claim 8.
11. An air conditioner, characterized in that: include: The oxygen production equipment according to claim 10.
12. A computer program product, characterized in that The invention comprises a computer program, which implements the steps of the method according to any one of claims 1 to 7 when the computer program is executed by a processor.