Control method of incubator working parameters, incubator and readable storage medium

Abstract

This invention discloses a method for controlling the operating parameters of an incubator, an incubator itself, and a computer-readable storage medium, relating to the field of medical device technology. The method includes: determining initial operating parameters of the incubator based on a current infant identifier, where the infant identifier is used to mark the infant's identity information; acquiring vital sign parameters corresponding to the current infant identifier at preset time intervals; determining weight coefficients for the vital sign parameters based on a preset weight parameter table; calculating target operating parameters based on the vital sign parameters and weight coefficients, and adjusting the initial operating parameters to the target operating parameters. This invention reduces the involvement of medical personnel in the entire incubator operating parameter control process, not only reducing their workload but also lowering errors caused by manual control and improving control accuracy.

Description

Technical Field

[0001] This invention relates to the field of medical device technology, and in particular to a method for controlling the operating parameters of an incubator, an incubator, and a readable storage medium. Background Technology

[0002] Incubators provide a sterile environment for infants, offering suitable humidity and temperature. They can help prevent infectious diseases in premature newborns and promote their growth and development, highlighting their importance. However, current methods rely heavily on healthcare professionals to control incubator parameters such as temperature and humidity. This not only increases their workload but also makes it difficult for them to promptly detect abnormalities and adjust parameters when there are many infants. Currently, the control of incubator parameters is not only manual but also lacks precision, which is detrimental to the healthy growth of infants. Summary of the Invention

[0003] In view of this, one of the objectives of this application is to provide a method for controlling the operating parameters of an incubator, an incubator, and a computer-readable storage medium, which can at least solve some of the above-mentioned technical problems.

[0004] In a first aspect, embodiments of this application provide a method for controlling the operating parameters of an incubator, the method comprising:

[0005] The initial operating parameters of the current incubator are determined based on the current infant identifier, wherein the current infant identifier is used to mark the identity information of the current infant;

[0006] The vital signs parameters corresponding to the current infant identifier are obtained at preset time intervals.

[0007] The weighting coefficients of the vital signs parameters are determined according to a preset weighting parameter table;

[0008] The target working parameters are calculated based on the vital signs parameters and the weighting coefficients, and the initial working parameters are adjusted to the target working parameters.

[0009] Optionally, the current infant identifier further includes the current device identifier of the current incubator where the current infant is located. Before the step of determining the initial operating parameters of the current incubator based on the current infant identifier, the method further includes:

[0010] Obtain the infant information mapping table and the current infant identifier, wherein the infant information mapping table includes the identity information of all infants and the infant identifier of all infants, and there is a mapping relationship between the identity information of each infant and each infant identifier;

[0011] If the current baby identifier is detected in the baby information mapping table, the historical data corresponding to the current baby identifier is obtained and the working parameters of the current incubator are adjusted according to the historical data.

[0012] If the current device identifier is detected to be different from the preset device identifier of the current incubator, an alarm command is generated and an alarm is issued according to the alarm command.

[0013] Optionally, the initial operating parameters include initial temperature and initial humidity. After the step of determining the initial operating parameters of the current incubator based on the current infant identification, the method further includes:

[0014] Receive control commands at the preset time interval;

[0015] If the control command is the first control command, then proceed to the step of obtaining the vital sign parameters corresponding to the current infant identifier at preset time intervals;

[0016] If the control command is the second control command, then the initial temperature is adjusted to a preset temperature, and the initial humidity is adjusted to a preset humidity.

[0017] Optionally, after the step of adjusting the initial operating parameters to the target operating parameters, the method further includes:

[0018] If the adjusted real-time temperature is detected to be outside the preset temperature range, the target temperature is adjusted according to the preset temperature adjustment range until the adjusted target temperature is detected to be within the preset temperature range.

[0019] If the adjusted real-time humidity is detected to be outside the preset humidity range, the target humidity is adjusted according to the preset humidity adjustment range until the adjusted target humidity is detected to be within the preset humidity range.

[0020] Optionally, the step of obtaining the vital sign parameters corresponding to the infant identifier at preset time intervals includes:

[0021] The adjustment accuracy level information is obtained at the preset time interval;

[0022] Based on the adjustment accuracy level information, the vital signs parameters corresponding to the infant identifier are obtained at the preset time interval.

[0023] Optionally, the step of obtaining the vital sign parameters corresponding to the infant identifier at the preset time interval based on the adjustment accuracy level information includes:

[0024] If the adjustment accuracy level is level one, then the vital signs parameters corresponding to the infant identifier are obtained at the preset time interval, wherein the vital signs parameters include heart rate, respiratory rate, pulse rate and blood oxygen.

[0025] If the adjustment accuracy level is level two, then the vital signs parameters corresponding to the infant identifier are obtained at the preset time interval. The vital signs parameters include heart rate, respiratory rate, pulse rate, blood oxygen, blood pressure, and end-tidal carbon dioxide. The adjustment accuracy of level one is less than that of level two.

[0026] Optional,

[0027] If the adjustment accuracy level is level one, the calculation formulas for the target temperature and the target humidity are respectively:

[0028] T=(α1HR+α2F+α3P+α4SpO2) / [(α1+α2+α3+α4)*A1],

[0029] H=(α1HR+α2F+α3P+α4SpO2) / [(α1+α2+α3+α4)*A2],

[0030] If the adjustment accuracy level is level two, the calculation formulas for the target temperature and the target humidity are as follows:

[0031] T=(α1HR+α2F+α3P+α4SpO2+β1PP+β2C) / [(α1+α2+α3+α4+β1+β2)*A3],

[0032] H=(α1HR+α2F+α3P+α4SpO2+β1PP+β2C) / [(α1+α2+α3+α4+β1+β2)*A4,

[0033] in,

[0034] T is the target temperature, H is the target humidity, HR is the heart rate, F is the respiratory rate, P is the pulse, SpO2 is the blood oxygen, PP is the blood pressure, and C is the end-tidal carbon dioxide.

[0035] α1 is the weighted parameter of heart rate, α2 is the weighted parameter of respiratory rate, α3 is the weighted parameter of pulse rate, α4 is the weighted parameter of blood oxygen, β1 is the weighted parameter of blood pressure, and β2 is the weighted parameter of end-tidal carbon dioxide.

[0036] A1, A2, A3, and A4 are all constants.

[0037] Optionally, the incubator is used for communication connection with the server, and after the step of adjusting the initial operating parameters to the target operating parameters, the method further includes:

[0038] The target operating parameters are synchronized to the server, and the communication status between the current incubator and the server is monitored in real time.

[0039] If the communication status is detected as interrupted, the working parameters after the communication interruption will be synchronized to the server once the communication status is restored to normal.

[0040] Secondly, embodiments of this application provide an incubator, which includes a memory and a processor. The memory stores a computer program, and when the computer program is executed by the processor, it implements the control method for the operating parameters of the incubator as provided in the first aspect.

[0041] Fourthly, embodiments of this application provide a computer-readable storage medium storing a computer program, which, when executed by one or more processors, implements the control method for the operating parameters of the incubator provided in the first aspect.

[0042] The method for controlling the operating parameters of an incubator provided in this application determines the initial operating parameters of the incubator based on the current infant identification, acquires the vital sign parameters corresponding to the current infant identification at preset time intervals, sets weight parameters for each vital sign parameter, calculates the target operating parameters based on the vital sign parameters and weight coefficients, and finally adjusts the parameters according to the target operating parameters. The entire process of controlling the operating parameters of the incubator reduces the involvement of medical staff, which not only reduces the workload of medical staff, but also reduces the errors caused by manual control and improves the control accuracy. Attached Figure Description

[0043] To more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. It should be understood that the drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0044] Figure 1 A flowchart illustrating a method for controlling the operating parameters of an incubator, as provided in an embodiment of this application;

[0045] Figure 2 A flowchart illustrating a method for obtaining parameters based on precision level information, provided in this embodiment of the invention, for controlling the operating parameters of an incubator.

[0046] Figure 3 This is a diagram showing the internal structure of an incubator provided in this application. Detailed Implementation

[0047] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of the present invention, and not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of the present invention.

[0048] To make the objectives, technical solutions, and advantages of the embodiments of this application clearer, the technical solutions of the embodiments of this application will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments. The components of the embodiments of this application described and shown in the accompanying drawings can generally be arranged and designed in various different configurations.

[0049] Therefore, the following detailed description of the embodiments of this application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely to illustrate selected embodiments of the application. All other embodiments obtained by those skilled in the art based on the embodiments of this application without inventive effort are within the scope of protection of this application.

[0050] It should be noted that similar labels and letters in the following figures indicate similar items. Therefore, once an item is defined in one figure, it does not need to be further defined and explained in subsequent figures.

[0051] In summary of the various embodiments of this application, the expression "or" or "at least one of A and / or B" includes any combination or all combinations of the words listed simultaneously. For example, the expression "A or B" or "at least one of A and / or B" may include A, may include B, or may include both A and B.

[0052] In the description of this application, it should be noted that if terms such as "upper," "lower," "inner," or "outer" are used to indicate the orientation or positional relationship based on the orientation or positional relationship shown in the accompanying drawings, or the orientation or positional relationship in which the product of the invention is usually placed during use, they are only for the convenience of describing this application and simplifying the description, and do not indicate or imply that the device or element referred to must have a specific orientation, or be constructed and operated in a specific orientation, and therefore should not be construed as a limitation of this application.

[0053] Furthermore, the terms "first" and "second" are used only to distinguish descriptions and should not be interpreted as indicating or implying relative importance.

[0054] It should be noted that, where there is no conflict, the features in the embodiments of this application can be combined with each other.

[0055] Please see Figure 1 , Figure 1 This application provides a flowchart of a method for controlling the operating parameters of an incubator. The following will describe each step of the method in detail.

[0056] S110, determine the initial operating parameters of the current incubator based on the current infant identifier, wherein the current infant identifier is used to mark the identity information of the current infant.

[0057] Hospitals or other birthplaces often have multiple incubators. If there are 20 incubators in a certain location and there are exactly 20 newborns who need to be admitted, medical staff can manually allocate incubators to the 20 newborns. If there are a large number of incubators and newborns, manual allocation by medical staff would increase their workload. In this case, medical staff can use external devices such as computers to automate the allocation, which can reduce their workload and avoid errors such as missed allocations or over-allocations caused by manual allocation.

[0058] In this embodiment, the current infant identification can be set on a skin-friendly wristband worn on the infant's wrist or ankle, including a barcode or QR code. In some embodiments, each incubator includes at least one camera. For example, each incubator includes a monitoring camera and an identification camera. The monitoring camera can be used to monitor the status of the infant in the incubator. In addition, the monitoring camera can also be equipped with a temperature sensor to obtain the internal temperature information of the incubator in real time. The identification camera can be used to identify the barcode or QR code on the wristband to obtain the current infant's identification information.

[0059] Considering the additional cost of setting up an identification camera for each incubator, all infants' identification information can be identified through a single identification camera that communicates with an external computer device, avoiding the cost issues associated with setting up multiple identification cameras.

[0060] In some embodiments, the current infant's identity information includes parameters such as date of birth, age, and weight. Determining the initial operating parameters of the current incubator based on the current infant's identity information includes determining the initial operating parameters of the current incubator based on the infant's date of birth, age, weight, and other identity information. Specifically, the incubator or a computer device communicatively connected to the incubator stores a preset parameter table. This preset parameter table includes initial operating parameters and the infant's identity information, as well as the mapping relationship between the two. The initial operating parameters include temperature and humidity. The incubator or computer device can quickly determine the initial operating parameters of the incubator using this preset parameter table.

[0061] S120: Obtain the vital signs parameters corresponding to the current infant identifier at preset time intervals.

[0062] It is especially important to pay close attention to the current vital signs of the infant. In this embodiment, the preset time interval is set to a short value, such as 30 seconds or 1 minute, which can obtain the vital signs parameters corresponding to the current infant's identification in a high-frequency manner. This allows the incubator to adjust its initial operating parameters based on the latest vital signs parameters.

[0063] In one possible implementation, the initial operating parameters include initial temperature and initial humidity. Following the step of determining the initial operating parameters of the current incubator based on the current infant identification, the method further includes:

[0064] Receive control commands at preset time intervals;

[0065] If the control command is the first control command, then proceed to the step of obtaining the vital sign parameters corresponding to the current infant identifier at preset time intervals;

[0066] If the control command is the second control command, then the initial temperature and the initial humidity will be adjusted to the preset temperature and the preset humidity.

[0067] In this embodiment, the control commands can be generated by the computer device described in the previous embodiments. Both the first and second control commands are used to instruct the incubator to adjust its initial temperature and humidity. Specifically, when the computer device receives an instruction to activate the incubator's intelligent control function, it generates a first control command to instruct the incubator to continue acquiring vital sign parameters corresponding to the current infant's identifier. When the computer device receives an instruction to deactivate the incubator's intelligent control function, it indicates that the incubator does not need to activate intelligent control and can adjust according to preset temperature and humidity. It should be noted that whether the incubator's intelligent control function needs to be activated can be determined by professional medical personnel. If the function is not needed, the computer device will receive a deactivation command. In this case, the incubator's intelligent control function is not activated, and devices inside the incubator, such as temperature sensors and cameras, are not operational, reducing unnecessary wear and tear.

[0068] Considering that a single healthcare worker may be assigning incubators to multiple newborns, potentially leading to misjudgment, in some embodiments, when the computer device receives a shutdown command, it will send the command to another healthcare worker for a secondary assessment of whether the incubator's intelligent control function is unnecessary. This reduces the risk of misjudgment by a single healthcare worker.

[0069] S130, determine the weight coefficients of vital sign parameters according to the preset weight parameter table.

[0070] Specifically, the preset weight parameter table includes vital sign parameters, weight coefficients, and the mapping relationship between vital sign parameters and weight coefficients. The preset weight parameter table can be modified, such as adding or deleting different types of vital sign parameters, and modifying the values ​​of the weight parameters corresponding to different types of vital sign parameters.

[0071] In some embodiments, a preset weight parameter table can be stored in the incubator's cache space, allowing the incubator to quickly assign weight coefficients to each vital sign parameter after monitoring it. In some embodiments, the preset weight parameter table can be stored by the computer device described in the above embodiments, facilitating unified modification of the preset weight parameter table by the computer device.

[0072] S140, calculate the target working parameters based on vital sign parameters and weighting coefficients, and adjust the initial working parameters to the target working parameters.

[0073] The above embodiments have determined the vital sign parameters and their corresponding weighting coefficients. This embodiment can obtain the target working parameters based on known data and adjust the initial working parameters to these target working parameters. It should be noted that the vital sign parameters are acquired by the incubator at preset time intervals. Correspondingly, the target working parameters in this embodiment are also updated at preset time intervals. For example, after the incubator adjusts its initial working parameters to the first calculated target working parameters, the first calculated target working parameters are used as the new initial working parameters. The incubator then adjusts the new initial working parameters to the second calculated target working parameters, and so on. The incubator can adjust its working parameters at preset time intervals, allowing for timely and accurate adjustment of its working environment to adapt to the normal growth of newborns.

[0074] As can be seen from the above analysis, the method for controlling the working parameters of the incubator provided in this application determines the initial working parameters of the incubator based on the current infant identification, acquires the vital sign parameters corresponding to the current infant identification at preset time intervals, sets the weight parameters of each vital sign parameter, calculates the target working parameters based on the vital sign parameters and weight coefficients, and finally adjusts the parameters based on the target working parameters. The entire process of controlling the working parameters of the incubator reduces the involvement of medical staff, which not only reduces the workload of medical staff, but also reduces the errors caused by manual control and improves the control accuracy.

[0075] Considering that a single healthcare worker may assign incubators to multiple newborns, potentially leading to misjudgment, this application embodiment also provides a feasible implementation method. Optionally, the current infant identifier may also include the current device identifier of the current incubator where the current infant is located. Before determining the initial operating parameters of the current incubator based on the current infant identifier, the method further includes:

[0076] Obtain the infant information mapping table and the current infant identifier. The infant information mapping table includes the identity information of all infants and the infant identifier of all infants. There is a mapping relationship between the identity information of each infant and the infant identifier.

[0077] If the current baby identifier is detected in the baby information mapping table, the historical data corresponding to the current baby identifier is obtained and the working parameters of the current incubator are adjusted according to the historical data.

[0078] If the current device identifier is detected to be different from the preset device identifier of the current incubator, an alarm command is generated and an alarm is issued according to the alarm command.

[0079] Specifically, if the infant information mapping table detects a current infant identifier, it indicates that the current hospital has previously admitted the current infant. The current hospital stores the current infant's historical data, which includes monitoring data of historical physiological parameters and adjustment data of the incubator. The incubator can generate corresponding operating parameters based on the historical data and operate according to these parameters. In addition, while the incubator is operating according to these operating parameters, the medical staff in the above embodiment can still determine whether the intelligent control function of the incubator needs to be activated. The medical staff's judgment and corresponding control methods are as described in the above embodiment and will not be repeated here.

[0080] If the baby information mapping table does not contain the current baby's identifier, it means that the current hospital has not admitted the current baby and the current hospital has no historical data for the current baby. The incubator can then proceed to step S110 in the above embodiment.

[0081] Additionally, the current device identifier is the incubator's device identifier. If the computer device in the above embodiments makes an incorrect allocation during the process of assigning incubators to infants, such as over-allocation or under-allocation, the incubator can compare the current device identifier issued by the computer device with its own preset device identifier. If the two device identifiers are the same, it indicates that the infant and incubator have been correctly assigned. If the two device identifiers are different, it indicates an incorrect allocation. Incubators with incorrect allocation can generate an alarm command to instruct the speaker installed on the incubator to sound an alarm, facilitating further investigation by medical staff. In some embodiments, if the two device identifiers are different, indicating an incorrect allocation, the incubator with incorrect allocation generates a feedback command and synchronizes it to the computer device, which then issues an alarm.

[0082] The above embodiments achieve the adjustment of initial operating parameters. However, considering whether the adjusted operating parameters of the incubator are suitable, in one possible implementation, after adjusting the initial operating parameters to the target operating parameters, the method further includes:

[0083] If the adjusted real-time temperature is detected to be outside the preset temperature range, the target temperature is adjusted according to the preset temperature adjustment range until the adjusted target temperature is detected to be within the preset temperature range.

[0084] If the adjusted real-time humidity is detected to be outside the preset humidity range, the target humidity will be adjusted according to the preset humidity adjustment range until the adjusted target humidity is detected to be within the preset humidity range.

[0085] Specifically, the preset temperature range and preset humidity range are suitable temperature and humidity environments for infant growth. This embodiment sets preset temperature and humidity ranges to avoid environments that are too high or too low after adjustment, which are detrimental to infant growth. The preset temperature and humidity adjustment ranges obtained in this embodiment can be set according to actual needs. Taking the preset temperature adjustment range as an example, a single preset temperature adjustment range includes any temperature from 0.1℃ to 1℃, which can be selected according to different precision requirements.

[0086] The selection of the infant's vital signs parameters will directly affect the accuracy of adjusting the incubator's operating parameters. Optional parameters can be found in the following section. Figure 2 , Figure 2 A flowchart illustrating a method for controlling the operating parameters of an incubator provided in this application embodiment, specifically, step S120 in the above embodiment includes:

[0087] S210: Obtain adjustment accuracy level information at preset time intervals.

[0088] The precision level information can be stored in a computer device and sent to each incubator. The computer device can then adjust the precision level information.

[0089] S220: Based on the adjustment accuracy level information, the vital signs parameters corresponding to the infant identifier are obtained at preset time intervals.

[0090] Among them, the incubator can obtain different types of vital sign parameters of the baby based on different adjustment precision levels.

[0091] In one possible implementation, S220 in the above embodiment includes:

[0092] If the adjustment accuracy level is set to Level 1, the vital signs parameters corresponding to the infant identifier will be acquired at preset time intervals. These vital signs parameters include heart rate, respiratory rate, pulse rate, and blood oxygen saturation.

[0093] If the adjustment accuracy level is level two, the vital signs parameters corresponding to the infant identifier are obtained at preset time intervals. The vital signs parameters include heart rate, respiratory rate, pulse rate, blood oxygen, blood pressure, and end-tidal carbon dioxide. The adjustment accuracy of level one is less than that of level two.

[0094] Generally, the more types of vital signs parameters there are, the more types of vital signs parameters are involved in the calculation, and the more factors can be fully considered in relation to the working parameters of the incubator, thus improving the accuracy of the calculated target working parameters.

[0095] Optionally, if the adjustment accuracy level is level one, the calculation formulas for the target temperature and target humidity are as follows:

[0096] T=(α1HR+α2F+α3P+α4SpO2) / [(α1+α2+α3+α4)*A1],

[0097] H=(α1HR+α2F+α3P+α4SpO2) / [(α1+α2+α3+α4)*A2],

[0098] If the adjustment accuracy level is level two, the calculation formulas for the target temperature and target humidity are as follows:

[0099] T=(α1HR+α2F+α3P+α4SpO2+β1PP+β2C) / [(α1+α2+α3+α4+β1+β2)*A3],

[0100] H=(α1HR+α2F+α3P+α4SpO2+β1PP+β2C) / [(α1+α2+α3+α4+β1+β2)*A4,

[0101] in,

[0102] T is the target temperature, H is the target humidity, HR is the heart rate, F is the respiratory rate, P is the pulse, SpO2 is the blood oxygen, PP is the blood pressure, and C is the end-tidal carbon dioxide.

[0103] α1 is the weighted parameter of heart rate, α2 is the weighted parameter of respiratory rate, α3 is the weighted parameter of pulse rate, α4 is the weighted parameter of blood oxygen, β1 is the weighted parameter of blood pressure, and β2 is the weighted parameter of end-tidal carbon dioxide.

[0104] A1, A2, A3, and A4 are all constants.

[0105] Considering that the target operating parameters obtained by the incubator cannot be synchronized to the cloud, making remote monitoring by medical staff inconvenient, in one possible implementation, the incubator is used to communicate with a server. After adjusting the initial operating parameters to the target operating parameters, the method further includes:

[0106] Synchronize the target operating parameters to the server and monitor the current communication status between the incubator and the server in real time;

[0107] If a communication interruption is detected, the working parameters after the communication interruption will be synchronized to the server once the communication status is restored.

[0108] In this embodiment, the incubator can communicate with a server, including a local server and a cloud server. The communication methods between the incubator and the server include wired, 3G, 4G, 5G, Bluetooth, WiFi, ZigBee, etc., and the specific method can be selected depending on the type of server. The incubator synchronizes the target operating parameters to the server, which facilitates remote monitoring by medical staff. Furthermore, the incubator can also synchronize the target operating parameters after communication is interrupted, ensuring the continuity of monitoring of the incubator and helping medical staff to remotely analyze whether the incubator is in normal working condition based on continuous target operating parameters.

[0109] In summary, the method for controlling the operating parameters of the incubator provided in this application determines the initial operating parameters of the incubator based on the current infant identification, acquires the vital sign parameters corresponding to the current infant identification at preset time intervals, sets weight parameters for each vital sign parameter, calculates the target operating parameters based on the vital sign parameters and weight coefficients, and finally adjusts the parameters according to the target operating parameters. This process reduces the involvement of medical staff, not only reducing their workload but also minimizing errors caused by manual control and improving control accuracy. Furthermore, the target operating parameters can be synchronized to a cloud server for remote incubator operation.

[0110] This application also provides an incubator; please refer to [link / reference]. Figure 3 , Figure 3 This is a structural diagram of an incubator provided in an embodiment of this application. The incubator includes a processor, a memory, and a network interface connected via a system bus. The memory includes a non-volatile storage medium and internal memory. The non-volatile storage medium stores an operating system and may also store a computer program. When executed by the processor, this computer program enables the processor to implement the control method for the incubator's operating parameters as described in the above embodiment. The internal memory may also store a computer program. When executed by the processor, this computer program enables the processor to execute the control method for the incubator's operating parameters. Those skilled in the art will understand that... Figure 3 The structure shown is merely a block diagram of a portion of the structure related to the present application and does not constitute a limitation on the incubator to which the present application is applied. A specific incubator may include more or fewer components than those shown in the figure, or combine certain components, or have different component arrangements.

[0111] This application also discloses a computer-readable storage medium storing a computer program. When the computer program is executed by a processor, it implements the control method for the operating parameters of the incubator as described in the method embodiment.

[0112] The method for controlling the operating parameters of the incubator, the incubator itself, and the computer-readable storage medium provided in this application determine the initial operating parameters of the incubator based on the current infant identification, acquire the vital sign parameters corresponding to the current infant identification at preset time intervals, then set the weight parameters of each vital sign parameter, calculate the target operating parameters based on the vital sign parameters and weight coefficients, and finally adjust the parameters according to the target operating parameters. The entire process of controlling the operating parameters of the incubator reduces the involvement of medical staff, which not only reduces the workload of medical staff but also reduces the errors caused by manual control and improves the control accuracy.

[0113] Those skilled in the art will understand that all or part of the processes in the above embodiments can be implemented by a computer program instructing related hardware. The program can be stored in a non-volatile computer-readable storage medium, and when executed, it can include the processes of the embodiments described above. Any references to memory, storage, databases, or other media used in the embodiments provided in this application can include non-volatile and / or volatile memory. Non-volatile memory can include read-only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), or flash memory. Volatile memory can include random access memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in various forms, such as static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), dual data rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous link DRAM (SLDRAM), RAMbus direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and RAMbus dynamic RAM (RDRAM), etc.

[0114] The technical features of the above embodiments can be combined in any way. For the sake of brevity, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.

Claims

1. A method for controlling the operating parameters of an incubator, characterized in that, The method includes: The initial operating parameters of the current incubator are determined based on the current infant identifier, wherein the current infant identifier is used to mark the identity information of the current infant; The vital signs parameters corresponding to the current infant identifier are obtained at preset time intervals. The weighting coefficients of the vital signs parameters are determined according to a preset weighting parameter table; The target working parameters are calculated based on the vital sign parameters and the weighting coefficients, and the initial working parameters are adjusted to the target working parameters. The step of acquiring the vital sign parameters corresponding to the infant identifier at preset time intervals includes: The adjustment accuracy level information is obtained at the preset time interval; Based on the adjustment accuracy level information, the vital signs parameters corresponding to the infant identifier are obtained at the preset time interval; The step of obtaining the vital sign parameters corresponding to the infant identifier at the preset time interval based on the adjustment accuracy level information includes: If the adjustment accuracy level is level one, then the vital signs parameters corresponding to the infant identifier are obtained at the preset time interval, wherein the vital signs parameters include heart rate, respiratory rate, pulse rate and blood oxygen. If the adjustment accuracy level is level two, then the vital signs parameters corresponding to the infant identifier are obtained at the preset time interval. The vital signs parameters include heart rate, respiratory rate, pulse rate, blood oxygen, blood pressure, and end-tidal carbon dioxide. The adjustment accuracy of level one is less than that of level two. If the adjustment accuracy level is Level 1, the calculation formulas for the target temperature and target humidity are as follows: ， ， If the adjustment accuracy level is level two, the calculation formulas for the target temperature and the target humidity are as follows: ， ， in, T For the target temperature, H For target humidity, HR For heart rhythm, F Respiratory rate, P For pulse rate, SpO2 For blood oxygen, PP For blood pressure, C Carbon dioxide at the end of respiration; α 1 represents the heart rate weighting parameter. α 2 represents the respiratory rate weighting parameter. α 3 represents the pulse rate weighting parameter. α 4 represents the blood oxygen weighting parameter. β 1 represents the blood pressure weighting parameter. β 2 represents the weighted parameter for end-tidal carbon dioxide; A1, A2, A3, and A4 are all constants.

2. The method for controlling the operating parameters of the incubator as described in claim 1, characterized in that, The current infant identifier also includes the current device identifier of the current incubator where the current infant is located. Before the step of determining the initial operating parameters of the current incubator based on the current infant identifier, the method further includes: Obtain the infant information mapping table and the current infant identifier, wherein the infant information mapping table includes the identity information of all infants and the infant identifier of all infants, and there is a mapping relationship between the identity information of each infant and each infant identifier; If the current baby identifier is detected in the baby information mapping table, the historical data corresponding to the current baby identifier is obtained and the working parameters of the current incubator are adjusted according to the historical data. If the current device identifier is detected to be different from the preset device identifier of the current incubator, an alarm command is generated and an alarm is issued according to the alarm command.

3. The method for controlling the operating parameters of the incubator as described in claim 1, characterized in that, The initial operating parameters include initial temperature and initial humidity. Following the step of determining the initial operating parameters of the current incubator based on the current infant identification, the method further includes: Receive control commands at the preset time interval; If the control command is the first control command, then proceed to the step of obtaining the vital sign parameters corresponding to the current infant identifier at preset time intervals; If the control command is the second control command, then the initial temperature is adjusted to the preset temperature, and the initial humidity is adjusted to the preset humidity.

4. The method for controlling the operating parameters of the incubator as described in claim 3, characterized in that, After the step of adjusting the initial operating parameters to the target operating parameters, the method further includes: If the adjusted real-time temperature is detected to be outside the preset temperature range, the target temperature is adjusted according to the preset temperature adjustment range until the adjusted target temperature is detected to be within the preset temperature range. If the adjusted real-time humidity is detected to be outside the preset humidity range, the target humidity is adjusted according to the preset humidity adjustment range until the adjusted target humidity is detected to be within the preset humidity range.

5. The method for controlling the operating parameters of the incubator as described in claim 1, characterized in that, The incubator is used for communication connection with the server. After the step of adjusting the initial operating parameters to the target operating parameters, the method further includes: The target operating parameters are synchronized to the server, and the communication status between the current incubator and the server is monitored in real time. If the communication status is detected as interrupted, the working parameters after the communication interruption will be synchronized to the server once the communication status is restored to normal.

6. An incubator, characterized in that, The incubator includes a memory and a processor. The memory stores a computer program, which, when executed by the processor, implements the control method for the incubator's operating parameters as described in any one of claims 1 to 5.

7. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores a computer program that, when executed by one or more processors, implements the method for controlling the operating parameters of the incubator as described in any one of claims 1 to 5.

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