Synergistic management method, device, system and program product for space health

Abstract

The application relates to the field of space health management, in particular to a collaborative management method, device and system for space health and a program product. The method comprises the following steps: constructing a local network comprising monitoring devices for communication based on position information of the monitoring devices in a space to be managed; acquiring monitoring data of the monitoring devices according to the local network; cross-checking space medium data, space environment data and personnel state data to obtain checked monitoring data; determining a space health score according to the checked monitoring data, or determining a space management strategy according to the checked monitoring data, and sending the space management strategy to a responding device of the space management strategy through the local network. Since the monitoring data is cross-checked, the accuracy of the space health score and the space management strategy is improved, and the response efficiency of the space management strategy is effectively improved through the local network for data acquisition and strategy transmission.

Description

TECHNICAL FIELD

[0001] The present application relates to the field of space health management, and in particular, to a collaborative management method, device, system and program product for space health. BACKGROUND

[0002] Space health refers to the degree of influence of space environmental information on human health. Through the assessment of healthy space, adverse space environmental problems can be discovered and adjusted in a timely manner, the probability of health problems such as respiratory diseases or psychological stress can be reduced, and the quality of life of people living in space can be improved.

[0003] However, the current space assessment method mainly relies on a single-point monitoring method, such as collecting environmental data through independent devices, generating an assessment result based on the data collected by the independent devices, and the accuracy of the assessment result is not high, the efficiency of responding to the assessment result is not high, and it is not conducive to further improving the health of people in space. SUMMARY

[0004] Therefore, the embodiments of the present application provide a collaborative management method, device, equipment and program product for space health to solve the problem that the accuracy of the assessment result is not high, the efficiency of responding to the assessment result is not high, and it is not conducive to improving the health of people in space in the prior art.

[0005] The first aspect of the embodiments of the present application provides a collaborative management method for space health, the method comprising:

[0006] Based on the position information of the monitoring devices of the space to be managed, a local network including the monitoring devices communicating with each other is constructed, the monitoring devices including space medium monitoring devices, space environment monitoring devices and space personnel state monitoring devices;

[0007] According to the local network, the monitoring data of the monitoring devices is obtained, the monitoring data including space medium data collected by the space medium monitoring devices, space environment data collected by the space environment monitoring devices and personnel state data collected by the personnel state monitoring devices;

[0008] The space medium data, the space environment data and the personnel state data are cross-verified to obtain the verified monitoring data;

[0009] According to the verified monitoring data, a space health score is determined, or a space management strategy is determined according to the verified monitoring data, and the space management strategy is sent to the response device of the space management strategy through the local network.

[0010] In a first possible implementation manner of the first aspect, the space to be managed is a city space, and the monitoring device comprises a fixed monitoring device and a smart wearable device.

[0011] Based on the position information of the monitoring device of the space to be managed, a local network comprising the monitoring device for communication is constructed, comprising:

[0012] Based on the position information of the smart wearable device and the fixed monitoring device of the space to be managed, the smart wearable device establishes a Bluetooth connection network with the closest fixed monitoring device;

[0013] Based on the position information of the fixed monitoring device of the space to be managed, the fixed monitoring device establishes a self-organizing network with other fixed monitoring devices.

[0014] In a second possible implementation manner of the first aspect, according to the verified monitoring data, a space management strategy is determined, and the space management strategy is sent to a response device of the space management strategy through the local network, comprising:

[0015] The verified monitoring data is compared with a preset threshold to determine a key influencing factor affecting the space to be managed;

[0016] The response device corresponding to the key influencing factor is determined, and the response device is triggered to perform space optimization through the local network.

[0017] In a third possible implementation manner of the first aspect, the response device comprises at least one of a sterilization device, a dust reduction device, a toxic gas purification device, a temperature adjustment device, a humidity adjustment device, a noise interference device, an illumination adjustment device, and a space design optimization system, and the key influencing factor comprises at least one of a space microbial factor, a space dust factor, a space toxic gas factor, a space temperature factor, a space humidity factor, a space noise factor, a space illumination factor, and a space design factor.

[0018] The response device corresponding to the key influencing factor is determined, and the response device is triggered to perform space optimization through the local network, comprising at least one of the following manners:

[0019] The sterilization device corresponding to the space microbial factor is determined, and the sterilization device is triggered to perform germ killing on the space through the local network.

[0020] The dust reduction device corresponding to the space dust factor is determined, and the dust reduction device is triggered to perform dust reduction treatment on the space through the local network.

[0021] Determine a toxic gas purification device corresponding to the space toxic gas factor, trigger the toxic gas purification device to decompose toxic gas in the space through a local network;

[0022] Determine a temperature adjustment device corresponding to the space temperature factor, trigger the temperature adjustment device to adjust the temperature of the space through a local network;

[0023] Determine a humidity adjustment device corresponding to the space humidity factor, trigger the humidity adjustment device to adjust the humidity of the space through a local network;

[0024] Determine a noise interference device corresponding to the space noise factor, trigger the noise interference device to interfere with the noise of the space through a local network;

[0025] Determine an illumination adjustment device corresponding to the space illumination factor, trigger the illumination adjustment device to adjust the illumination of the space through a local network;

[0026] Determine a space design optimization system corresponding to the space design factor, trigger the space design optimization system to optimize the space design through a local network.

[0027] In combination with the first possible implementation manner of the first aspect, in a fourth possible implementation manner of the first aspect, according to the verified monitoring data, a space management strategy is determined, and the space management strategy is sent to a response device of the space management strategy through the local network, including:

[0028] According to the monitoring data, a first space health score is determined, and a second space health score of other positions in a preset range is obtained through the local network;

[0029] A position with a second space health score higher than the first space health score is obtained, and the position is sent to a user terminal through the local network.

[0030] In combination with the first aspect, in a fifth possible implementation manner of the first aspect, the space to be managed includes an in-vehicle space, and the monitoring device includes a vehicle-mounted device and a smart wearable device;

[0031] Based on the position information of the monitoring device of the space to be managed, a local network including the monitoring device for communication is constructed, including:

[0032] Based on the position information of the vehicle-mounted device and the smart wearable device of the space to be managed, the vehicle-mounted device establishes a Bluetooth connection network with the smart wearable device in the vehicle;

[0033] Based on the position information of the vehicle-mounted device of the space to be managed, the vehicle-mounted device establishes a self-organizing network with other vehicle-mounted devices.

[0034] With reference to any one of the first aspect to the fifth possible implementation manner of the first aspect, in a sixth possible implementation manner of the first aspect, the personnel state data includes personnel activity track and personnel physiological data.

[0035] determining a space health score according to the verified monitoring data, including:

[0036] determining a motion intensity of the personnel according to the personnel physiological data of the verified personnel state data;

[0037] determining a physical value score of the space according to the motion intensity of the personnel and the verified personnel activity track;

[0038] inputting the verified space medium data and the space environment data into a preset calculation model to obtain a comfort score of the space to be managed;

[0039] determining the space health score according to the physical value score and the comfort score.

[0040] The second aspect of the embodiment of the present application provides a space health cooperative management device, and the device includes:

[0041] a local network construction unit, configured to construct a local network including communication of monitoring devices of a space to be managed based on position information of the monitoring devices, the monitoring devices including space medium monitoring devices, space environment monitoring devices and personnel state monitoring devices;

[0042] a monitoring data acquisition unit, configured to acquire monitoring data of the monitoring devices according to the local network, the monitoring data including space medium data collected by the space medium monitoring devices, space environment data collected by the space environment monitoring devices and personnel state data collected by the personnel state monitoring devices;

[0043] a cross verification unit, configured to cross verify the space medium data, the space environment data and the personnel state data to obtain verified monitoring data;

[0044] a score response unit, configured to determine a space health score according to the verified monitoring data, or determine a space management strategy according to the verified monitoring data, and send the space management strategy to a responding device of the space management strategy through the local network.

[0045] The third aspect of the embodiments of the present application provides a space health collaborative management system, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, and when the processor executes the computer program, the space health collaborative management system implements the method according to any one of the first aspect.

[0046] The fourth aspect of the embodiments of the present application provides a computer program product, which, when executed on a computer, causes the computer to perform the method according to the first aspect or any implementation manner thereof.

[0047] The fifth aspect of the embodiments of the present application provides a computer readable storage medium, which stores a computer program, and when the computer program is executed by a processor, the steps of the method according to any one of the first aspect are implemented.

[0048] The sixth aspect of the embodiments of the present application provides a chip for implementing the method according to any implementation manner of the first aspect. Specifically, the chip comprises a processor configured to call and execute a computer program from a memory, so that a device installed with the chip performs the method according to the first aspect or any implementation manner thereof.

[0049] Compared with the prior art, the embodiments of the present application have the beneficial effects that: the embodiments of the present application construct a local network comprising monitoring devices in communication based on the position information of the monitoring devices of the space to be managed, acquire space medium data, space environment data and personnel state data according to the local network, cross-check the space medium data, the space environment data and the personnel state data, determine a space health score according to the checked monitoring data, or determine a space management strategy according to the checked monitoring data, and send the space management strategy to a responding device through the local network. Since the method can cross-check the space medium data, the space environment data and the personnel state data, it is beneficial to improve the accuracy of the space health score and the space management strategy. Moreover, the data is collected through the constructed local network, the generation of the space management strategy is completed through the terminal, and the space management strategy is sent to the responding device through the local network, which can effectively improve the response efficiency of the space management strategy. BRIEF DESCRIPTION OF DRAWINGS

[0050] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings needed to be used in the embodiments or the prior art description. Obviously, the drawings in the following description are only some embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative labor.

[0051] Figure 1 is an application scenario diagram of a space health collaborative management method provided by the embodiments of the present application;

[0052] Figure 2 is an implementation flow diagram of a space health collaborative management method provided by an embodiment of the present application;

[0053] Figure 3 is a monitoring data structure diagram provided by an embodiment of the present application;

[0054] Figure 4 is an implementation flow diagram of a space health score determination method provided by an embodiment of the present application;

[0055] Figure 5 is a schematic diagram of a space health collaborative management device provided by an embodiment of the present application;

[0056] Figure 6 is a schematic diagram of a space health collaborative management system provided by an embodiment of the present application. DETAILED DESCRIPTION

[0057] In the following description, for the purpose of explanation and not limitation, specific details are set forth, such as particular system configurations, techniques, etc., in order to provide a thorough understanding of the embodiments of the present application. However, it will be apparent to those skilled in the art that the present application can be practiced in other embodiments that depart from these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.

[0058] In order to illustrate the technical solutions described in the present application, the following will be described through specific embodiments.

[0059] Space health refers to the influence of various factors in the environment on human health. By scientifically assessing the space health status, adverse environmental factors can be found and improved in a timely manner, thereby effectively reducing health risks such as respiratory diseases and psychological stress, and significantly improving the quality of life of residents.

[0060] The current space health assessment system has obvious limitations: mainly using a single-point monitoring mode, that is, relying on independent equipment to collect local environmental data and generate an assessment report. This traditional method has two major defects: first, the lack of representative monitoring data limits the accuracy of the assessment; second, the slow response mechanism affects the timeliness of intervention. These technical bottlenecks seriously restrict the improvement of space health management level and are difficult to meet the development needs of modern healthy living environment.

[0061] Based on the above problems, an embodiment of the present application provides a space health collaborative management method, Figure 1 is an implementation scenario diagram of the method. As Figure 1As shown, in the implementation scenario of the space health collaborative management method, a plurality of first monitoring devices 2 and a plurality of second monitoring devices 3 are included in the response device 1. The first monitoring device 2 can include a space environment monitoring device 21 and a space medium monitoring device 22, and the like. The second monitoring device 3 can include a smart wearable device 31, and the like. Among them, the first monitoring device 2 can be used to acquire space medium data and space environment data. The second monitoring device 3 can be used to acquire personnel state data. The second monitoring device 3 can establish a communication connection with the first monitoring device 2 closest to it, such as a Bluetooth communication connection, a Wifi connection, and the like. A plurality of first monitoring devices 2 can build a self-organizing network, including a Mesh network, a Zigbee network, and the like. The first monitoring device 2 can also access the Internet through wireless or wired means and acquire monitoring data related to the space to be managed through the Internet. The first monitoring device 2 can cross-check based on the acquired space medium data, space environment data, and personnel state data. The monitoring data after verification can determine the space health score through the first monitoring device 2, or determine the space management strategy according to the monitoring data after verification, and send the space management strategy to the response device 1 through the local network to quickly respond to the space management strategy.

[0062] Figure 2 The implementation flowchart of the space health collaborative management method provided by the embodiment of the present application is described in detail as follows:

[0063] In S201, based on the position information of the monitoring device of the space to be managed, a local network including the monitoring device for communication is constructed, the monitoring device including a space medium monitoring device, a space environment monitoring device and a space personnel state monitoring device.

[0064] The monitoring device in the embodiment of the present application can be set differently according to different spaces to be managed. For example, when the space to be managed is a city space, the space medium monitoring device and the space environment monitoring device can be fixed monitoring devices. The space medium monitoring device and the space environment monitoring device can be arranged at a specific position of the city space to be managed.

[0065] In a possible implementation manner, the space medium monitoring device and the space environment monitoring device can be integrated in the same device.

[0066] The space personnel state monitoring device can include a smart wearable device, such as a smart bracelet, and the like. The user can wear the smart wearable device to move freely in the space.

[0067] If the space to be managed is a city space, based on the location information of the monitoring devices of the space to be managed, a local network including the monitoring devices is constructed, and based on the location information of the smart wearable devices and the fixed monitoring devices of the space to be managed, the smart wearable devices and the closest fixed monitoring devices establish a Bluetooth connection network; based on the location information of the fixed monitoring devices of the space to be managed, the fixed monitoring devices and other fixed monitoring devices establish an ad hoc network.

[0068] In the specific implementation process, the fixed monitoring device can send a connection request according to a preset broadcast period. For example, the fixed monitoring device can send a Bluetooth connection request or a Wifi connection request according to a preset broadcast period. When the smart wearable device detects the request, it can automatically establish a network connection with the fixed monitoring device.

[0069] The fixed monitoring device can automatically construct an ad hoc network, including a Mesh network or a Zigbee network, according to a pre-installed location. Each fixed monitoring device can collect monitoring data, obtain monitoring data obtained by a smart wearable device, and obtain monitoring data obtained by other fixed monitoring devices. In addition, the fixed monitoring device can access the Internet through wired or wireless connection, and obtain monitoring data from the data platform of the Internet, including air data in different regions, such as air PM2.5 data, temperature, humidity, or illumination data.

[0070] The response device can be a device fixedly set in advance, which can be connected to the fixed monitoring device through an ad hoc network, or can be connected to the fixed monitoring device through a Wifi network to construct a local network.

[0071] If the space to be managed is an in-vehicle space, the monitoring devices include a vehicle-mounted device, a smart wearable device, and a response device, and the response device can be integrated with the vehicle-mounted device in the same device. The vehicle-mounted device can include a space medium monitoring device and a space environment monitoring device. The smart wearable device can be a personnel state monitoring device.

[0072] The smart wearable device can establish a Bluetooth network connection or a Wifi network connection with the vehicle-mounted device, and the response device can establish a wired connection with the vehicle-mounted device. Based on the location information of the vehicle-mounted device and the smart wearable device, when the smart wearable device enters the vehicle, a connection request sent by the vehicle-mounted device can be received, and a network connection with the vehicle-mounted device is automatically established. The vehicle-mounted device can establish a network connection with other vehicle-mounted devices through a V2X communication protocol, or access the Internet through V2X, or access the Internet through a mobile communication module, or establish a network connection with other vehicle-mounted devices through an ad hoc network.

[0073] In a possible implementation, the space to be managed can also be a room. Fixed monitoring devices, routing devices and response devices can be arranged in the room, and personnel can wear smart wearable devices such as smart bracelets and the like. The smart wearable device or the response device can be connected to the fixed monitoring device through Bluetooth, the fixed monitoring device can access the Internet through a Wifi network, the fixed monitoring device can determine a space health score or determine a space management strategy based on the obtained data, and the response strategy can be sent to the response device through a local network. Alternatively, the smart wearable device or the response device can also be connected to the access device through the Wifi network. The fixed monitoring device can include a space medium monitoring device and a space environment monitoring device.

[0074] By constructing a local network including the monitoring device, it is convenient to quickly obtain monitoring data of a location where personnel are located, efficiently generate a space management strategy, and efficiently send the space management strategy to the response device through the local network.

[0075] In S202, according to the local network, monitoring data of the monitoring device is obtained, and the monitoring data includes space medium data collected by the space medium monitoring device, space environment data collected by the space environment monitoring device, and personnel state data collected by the personnel state monitoring device.

[0076] In order to be able to more comprehensively evaluate the health of the space, the embodiments of the present application can comprehensively collect monitoring data, such as Figure 3 As shown, the collected monitoring data includes space medium data, space environment data and personnel state data.

[0077] The space medium data includes space biological medium data, space dust medium data, space gas medium data and the like. The space biological medium data includes at least one of space virus data, space mosquito data, space fungus data and space bacteria data. The space dust medium data includes at least one of space inorganic dust data and space organic dust data. The space gas medium data includes at least one of space toxic gas data, space radioactive gas, space odor gas and space carbon dioxide concentration. The space carbon dioxide concentration is too high, which will affect human health and work efficiency, and the carbon dioxide concentration needs to be controlled in a set range, such as less than 600ppm. The space medium data can be determined by sampling.

[0078] The space environment data can include at least one of space temperature, space humidity, space noise and space illumination. The space temperature can include outdoor temperature of urban space, indoor temperature of vehicle space or room temperature of personal living space, etc. Different recommended temperature ranges can be set in different spaces. For example, the recommended temperature range of office or residence is 20-26°C, the recommended temperature range of industrial workshop is 16-24°C, and the recommended temperature range of hospital or laboratory is 22-25°C. The space temperature can be obtained by a digital thermometer.

[0079] The space humidity is related to the climate condition of the space. For indoor space, the humidity is also related to building materials, personnel activities and ventilation degree. If the humidity is too small, the skin is easy to dry and static electricity is easy to increase, and if the humidity is too large, mold is easy to breed and respiratory disease risk is easy to cause. Therefore, a comfort range can be set, such as a humidity range of 40%-60%, and the space humidity factor is abnormal if it is out of the range. The space humidity of the space to be managed can be collected by a humidity sensor.

[0080] The space noise includes traffic noise, building equipment noise and personnel activity noise. The traffic noise includes vehicle noise, subway noise, airplane noise, etc. The building equipment noise includes air conditioner noise, elevator noise, etc. The personnel activity noise includes speaking noise, footstep noise, etc. The space noise of the space to be managed can be collected by a microphone.

[0081] The personnel state data can include personnel activity trajectory and personnel physiological data, and the personnel physiological data can include heart rate data, blood oxygen data and body temperature data, etc. The personnel activity trajectory in the space to be managed can be determined by the positioning information of the smart wearable device worn by the personnel, and the personnel activity trajectory includes personnel activity position and stay duration at different positions. The heart rate data of the personnel can be obtained by a heart rate detection module of the smart wearable device, and the body temperature data of the personnel can be detected by a temperature detection module. The motion intensity of the personnel can be reflected in real time by the heart rate data, and the physical value score of different space positions can be obtained according to the motion intensity and the stay duration. The physical value score can be calculated after a large amount of personnel data is statistically processed.

[0082] In S203, the space medium data, the space environment data and the personnel state data are cross-verified to obtain the verified monitoring data.

[0083] After obtaining the space medium data, the space environment data and the personnel state data, the monitoring data can be compared and logically verified to eliminate errors and identify abnormalities, so as to generate monitoring data with high reliability.

[0084] The cross-verification can include at least one of data consistency verification, space-time correlation verification and physiological logic verification.

[0085] The data consistency check includes measurement of the same parameter by different sensors, such as temperature sensor and personnel sensory feedback data. Abnormal data can be removed by mean deviation. The greater the deviation from the mean, the more priority is given to removal.

[0086] The space-time correlation check is performed by time synchronization or space alignment parameters. For example, the concentration of carbon dioxide can be aligned with the density of personnel. If the carbon dioxide concentration in the conference room suddenly rises to a large value during the period when no one is present, the sensor may be malfunctioning or the ventilation system may be abnormal.

[0087] The physiological logic check includes physiological correlation check of personnel state and environmental parameters. For example, heart rate and humidity correlation check. When the temperature increases, the heart rate will increase accordingly. If the heart rate does not change, the heart rate detection device may be distorted, or the temperature detection may be distorted.

[0088] In S204, a space health score is determined according to the monitored data after the check, or a space management strategy is determined according to the monitored data after the check, and the space management strategy is sent to a response device of the space management strategy through the local network.

[0089] The embodiments of the present application can determine a space health score based on the monitored data after the check, as shown in Figure 4 The determination process of the space health score can include:

[0090] In S401, the motion intensity of the personnel is determined according to the personnel physiological data in the personnel state data after the check.

[0091] The personnel state data includes personnel physiological data, which can be determined according to blood oxygen data, heart rate data, body temperature data, etc. in the personnel physiological data. The motion intensity of the personnel at different times can be determined according to the corresponding relationship between the pre-set motion intensity value and the personnel physiological data.

[0092] In S402, the physical value score of the space is determined according to the motion intensity of the personnel and the personnel activity trajectory after the check.

[0093] According to the stay duration of different positions included in the personnel activity trajectory, combined with the motion intensity at each time, the physical value score of different positions can be obtained. The physical value score is used to represent the contribution degree of the current space to physical movement. The higher the score, the higher the contribution degree to physical movement.

[0094] In S403, the space medium data and the space environment data after the check are input into a pre-set calculation model to obtain a comfort score of the space to be managed.

[0095] The checked spatial medium data and the spatial environment data are input into a preset calculation model, such as a comfort calculation model, to obtain a comfort score of the space to be managed. The calculation model can be a pre-trained neural network model. For example, a large amount of spatial medium data and spatial environment data, and a large amount of comfort feedback of the spatial medium data and the spatial environment data from personnel can be collected to train the model.

[0096] In S404, the space health score is determined according to the physical value score and the comfort score.

[0097] The weight coefficients of the physical value score and the comfort score can be determined in advance, and the space health score is calculated by summing according to the determined weight coefficients. According to the space health score, spaces with higher scores can be recommended to users.

[0098] The embodiment of the present application can also compare the checked monitoring data with the threshold of each monitoring data to determine the key influencing factor affecting the space to be managed, find the response device corresponding to the key influencing factor, and trigger the response device through the local network to optimize the space. When the monitoring data is significantly worse than the threshold, the parameter worse than the threshold is determined as the key influencing factor. For example, when the space dust concentration is higher than the dust concentration threshold, the space dust factor is determined as the key influencing factor.

[0099] The response device in the embodiment of the present application includes at least one of a sterilization device, a dust reduction device, a toxic gas purification device, a temperature adjustment device, a humidity adjustment device, a noise interference device, an illumination adjustment device, and a space design optimization system, and the key influencing factor includes at least one of a space microbial factor, a space dust factor, a space toxic gas factor, a space temperature factor, a space humidity factor, a space noise factor, a space illumination factor, and a space design factor. Triggering the response device through the local network based on the response device corresponding to the key influencing factor to optimize the space can include at least one of the following optimization modes:

[0100] The sterilization device corresponding to the space microbial factor is determined, and the sterilization device is triggered through the local network to kill bacteria in the space.

[0101] The dust reduction device corresponding to the space dust factor is determined, and the dust reduction device is triggered through the local network to perform dust reduction treatment on the space.

[0102] The toxic gas purification device corresponding to the space toxic gas factor is determined, and the toxic gas purification device is triggered through the local network to decompose toxic gas in the space.

[0103] Determine the temperature adjusting device corresponding to the space temperature factor, trigger the temperature adjusting device to adjust the temperature of the space through the local network, such as cooling through water spraying in urban space, and cooling through air conditioning in indoor space.

[0104] Determine the humidity adjusting device corresponding to the space humidity factor, trigger the humidity adjusting device to adjust the humidity of the space through the local network, such as dehumidifying the indoor space through a dehumidifying device.

[0105] Determine the noise interference device corresponding to the space noise factor, trigger the noise interference device to interfere with the noise of the space through the local network, such as generating reverse sound waves through an active noise reduction system to reduce the amount of noise.

[0106] Determine the illumination adjusting device corresponding to the space illumination factor, trigger the illumination adjusting device to adjust the illumination of the space through the local network.

[0107] Determine the space design optimization system corresponding to the space design factor, trigger the space design optimization system to optimize the space design through the local network.

[0108] By connecting the response device through the local network with the monitoring device, such as a fixed monitoring device or a vehicle-mounted device, the space management strategy can be quickly sent to the response device for space optimization.

[0109] In the embodiment of the application, the space design optimization system can obtain the physical value score of the design element information in the space to be optimized, combine the physical value score of the design element of other spaces, input the physical value evaluation model for training, and optimize the design element of the space to be optimized according to the trained physical value evaluation model, including optimizing the position relationship of the design element, changing the content of the design element, etc. The design element can include activity equipment, activity space size, etc.

[0110] It should be understood that the size of the serial number of each step in the above embodiment does not mean the order of execution, and the execution order of each process should be determined according to its function and internal logic, and should not constitute any limitation on the implementation process of the embodiment of the application.

[0111] Figure 5 A schematic diagram of a space health cooperative management device provided by the embodiment of the application, the device comprises:

[0112] The local network construction unit 501 is configured to construct a local network including the monitoring devices based on the position information of the monitoring devices in the space to be managed, the monitoring devices including space medium monitoring devices, space environment monitoring devices, and space personnel state monitoring devices.

[0113] The monitoring data acquisition unit 502 is configured to acquire monitoring data of the monitoring device according to the local network, wherein the monitoring data comprises space medium data collected by the space medium monitoring device, space environment data collected by the space environment monitoring device, and personnel state data collected by the personnel state monitoring device.

[0114] The cross-checking unit 503 is configured to cross-check the space medium data, the space environment data, and the personnel state data to obtain checked monitoring data.

[0115] The score response unit 504 is configured to determine a space health score according to the checked monitoring data, or determine a space management strategy according to the checked monitoring data, and send the space management strategy to a response device of the space management strategy through the local network.

[0116] Figure 5 The space health cooperative management device shown in the figure corresponds to the space health cooperative management method shown in the figure. Figure 2

[0117] Figure 6 is a schematic diagram of a space health cooperative management system provided by the embodiment. As shown in the figure, Figure 6 The space health cooperative management system 6 of the embodiment includes a processor 60, a memory 61, and a computer program 62 stored in the memory 61 and executable on the processor 60, such as a space health cooperative management program. The processor 60 implements the steps in each of the above space health cooperative management method embodiments when executing the computer program 62. Alternatively, the processor 60 implements the functions of each module / unit in each of the above device embodiments when executing the computer program 62.

[0118] For example, the computer program 62 can be divided into one or more modules / units, which are stored in the memory 61 and executed by the processor 60 to complete the present application. The one or more modules / units can be a series of computer program instruction segments capable of completing a specific function, which are used to describe the execution process of the computer program 62 in the space health cooperative management system 6.

[0119] The space health cooperative management system can include, but is not limited to, a processor 60, a memory 61. Those skilled in the art can understand that Figure 6 ​The space health collaborative management system 6 is merely an example and does not constitute a limitation on the space health collaborative management system 6, which can include more or fewer components than shown, or combine some components, or different components, for example, the space health collaborative management system can also include input / output devices, network access devices, buses, etc.

[0120] The processor 60 can be a central processing unit (CPU), and can also be other general-purpose processors, digital signal processors (DSP), application specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gates or transistor logic components, discrete hardware components, etc. The general-purpose processor can be a microprocessor or the processor can also be any conventional processor.

[0121] The memory 61 can be an internal storage unit of the space health collaborative management system 6, for example, a hard disk or a memory of the space health collaborative management system 6. The memory 61 can also be an external storage device of the space health collaborative management system 6, for example, a plug-in hard disk, a smart media card (SMC), a secure digital (SD) card, a flash card, etc. Further, the memory 61 can include both the internal storage unit and the external storage device of the space health collaborative management system 6. The memory 61 is used to store the computer program and other programs and data required by the space health collaborative management system. The memory 61 can also be used to temporarily store data that has been output or will be output.

[0122] Those skilled in the art can clearly understand that, for the convenience and brevity of description, only the above-mentioned division of each functional unit and module is exemplified, and in actual application, the above-mentioned functions can be completed by different functional units and modules according to needs, that is, the internal structure of the device is divided into different functional units or modules to complete all or part of the functions described above. Each functional unit and module in the embodiment can be integrated in one processing unit, or each unit can be physically present separately, or two or more units can be integrated in one unit. The above-mentioned integrated unit can be realized in the form of hardware or software. In addition, the specific names of each functional unit and module are only for easy distinction, and do not limit the protection scope of the present application. The specific working process of the units and modules in the above system can refer to the corresponding process in the foregoing method embodiments, which will not be repeated here.

[0123] In the above embodiments, the description of each embodiment has its own emphasis, and the parts not described or recorded in detail in a certain embodiment can be referred to the related description of other embodiments.

[0124] Those of ordinary skill in the art can realize that the units and algorithm steps of each example described in combination with the embodiments disclosed herein can be realized in electronic hardware or a combination of computer software and electronic hardware. Whether the functions are executed in hardware or software depends on the specific application and design constraints of the technical solution. A person skilled in the art can use different methods to implement the described functions for each specific application, but such implementation should not be considered beyond the scope of the present application.

[0125] In the embodiments provided in the present application, it should be understood that the disclosed apparatus / terminal device and method can be implemented in other ways. For example, the apparatus / terminal device embodiments described above are only schematic, and the division of the modules or units is only a logical function division, and there can be another division in actual implementation. For example, a plurality of units or components can be combined or integrated into another system, or some features can be ignored or not executed. In addition, the coupling or direct coupling or communication connection between the units shown or discussed can be indirect coupling or communication connection through some interface, device or unit, and can be electrical, mechanical or other forms.

[0126] The units described as separate components can or can not be physically separated, and the components shown as units can or can not be physical units, that is, they can be located in one place, or can be distributed on a plurality of network units. Part or all of the units can be selected according to actual needs to achieve the purpose of the embodiment.

[0127] In addition, each of the function units in each of the embodiments of the present application can be integrated in one processing unit, or each unit can be physically present separately, or two or more units can be integrated in one unit. The integrated unit can be realized in the form of hardware or in the form of a software function unit.

[0128] The integrated module / unit, if realized in the form of a software function unit and sold or used as an independent product, can be stored in a computer readable storage medium. Based on such understanding, all or part of the processes in the above-mentioned embodiment methods can also be completed by computer program instruction related hardware. The computer program can be stored in a computer readable storage medium. When the computer program is executed by a processor, the steps of each method embodiment described above can be implemented. The computer program includes computer program code, which can be in the form of source code, object code, executable file or some intermediate form. The computer readable medium can include any entity or device capable of carrying the computer program code, recording medium, U disk, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory (ROM), random access memory (RAM), electric carrier signal, telecommunication signal and software distribution medium, etc.

[0129] In addition, the embodiments of the present application also provide a computer program product which, when running on a computer, causes the computer to execute the method in each of the above-mentioned implementations.

[0130] The above-mentioned embodiments are only used to illustrate the technical solutions of the present application, but not limit them; although the present application has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: it can still modify the technical solutions recorded in the foregoing embodiments, or make equivalent replacement to part of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present application, and should be included in the protection scope of the present application.

Claims

1. A method for synergistic management of space health, characterized in that, The method comprises: Based on the location information of the monitoring devices in the space to be managed, a local network is constructed including the monitoring devices for communication, wherein the monitoring devices include a space medium monitoring device, a space environment monitoring device, and a space personnel status monitoring device, and the monitoring devices include multiple smart wearable devices; Acquiring monitoring data from the monitoring device according to the local network, the monitoring data including space medium data collected by the space medium monitoring device, space environment data collected by the space environment monitoring device, and personnel status data collected by the personnel status monitoring device, the personnel status data including personnel activity trajectories and personnel physiological data, the personnel physiological data including heart rate data, blood oxygen data, and body temperature data, the personnel activity trajectories including personnel activity locations and duration of stay at different locations; Cross-checking the spatial medium data, the spatial environment data, and the personnel status data through at least one of a data consistency check, a spatiotemporal correlation check, and a physiological logic check to obtain verified monitoring data, wherein the data consistency check includes checking measurements of the same parameter by different sensors, the spatiotemporal correlation check includes checking parameters through time synchronization or spatial alignment, and the physiological logic check includes checking the correlation of physiological data between personnel status and environmental parameters; Determine a space health score based on the verified monitoring data, including determining a person's exercise intensity based on the person's physiological data of the verified person status data; determine a physical fitness value score of the space based on the person's exercise intensity and the verified person's activity trajectory, the physical fitness value score being used to indicate the degree to which the current space contributes to physical exercise; input the verified space medium data and space environment data into a preset calculation model to obtain a comfort score of the space to be managed; determine the space health score based on the physical fitness value score and the comfort score, or determine a space management strategy based on the verified monitoring data, and send the space management strategy to a response device of the space management strategy via the local network.

2. The method of claim 1, wherein, The space to be managed is an urban space, and the monitoring equipment includes fixed monitoring equipment and smart wearable devices; Based on the location information of the monitoring devices in the space to be managed, a local network is constructed for communication with the monitoring devices, including: Based on the location information of the smart wearable device and the fixed monitoring device in the space to be managed, the smart wearable device establishes a Bluetooth connection network with the nearest fixed monitoring device; Based on the location information of the fixed monitoring device in the space to be managed, the fixed monitoring device establishes a self-organizing network with other fixed monitoring devices.

3. The method of claim 2, wherein, Determining a space management strategy based on the verified monitoring data, and sending the space management strategy to a response device of the space management strategy through the local network, comprising: Comparing the verified monitoring data with a preset threshold value to determine the key influencing factors affecting the space to be managed; Determine the response device corresponding to the key influencing factor, and trigger the response device to perform space optimization through the local network.

4. The method of claim 3, wherein, The response device includes at least one of a sterilization device, a dust reduction device, a toxic gas purification device, a temperature adjustment device, a humidity adjustment device, a noise interference device, an illumination adjustment device, and a space design optimization system, and the key influence factor includes at least one of a space microbial factor, a space dust factor, a space toxic gas factor, a space temperature factor, a space humidity factor, a space noise factor, a space illumination factor, and a space design factor; The response device corresponding to the key influence factor is determined, and the space optimization is triggered by the local network, including at least one of the following modes: The sterilization device corresponding to the space microbial factor is determined, and the sterilization device is triggered by the local network to kill bacteria in the space; The dust reduction device corresponding to the space dust factor is determined, and the dust reduction device is triggered by the local network to reduce dust in the space; The toxic gas purification device corresponding to the space toxic gas factor is determined, and the toxic gas purification device is triggered by the local network to decompose toxic gas in the space; The temperature adjustment device corresponding to the space temperature factor is determined, and the temperature adjustment device is triggered by the local network to adjust the temperature of the space; The humidity adjustment device corresponding to the space humidity factor is determined, and the humidity adjustment device is triggered by the local network to adjust the humidity of the space; The noise interference device corresponding to the space noise factor is determined, and the noise interference device is triggered by the local network to interfere with the noise of the space; The illumination adjustment device corresponding to the space illumination factor is determined, and the illumination adjustment device is triggered by the local network to adjust the illumination of the space; The space design optimization system corresponding to the space design factor is determined, and the space design optimization system is triggered by the local network to optimize the space design.

5. The method of claim 2, wherein, According to the monitoring data after the verification, a space management strategy is determined, and the space management strategy is sent to a response device of the space management strategy through the local network, including: According to the monitoring data, a first space health score is determined, and a second space health score of other positions in a preset range is obtained through the local network; A position with a second space health score higher than the first space health score is obtained, and the position is sent to a user terminal through the local network.

6. The method of claim 1, wherein, The space to be managed includes an in-vehicle space, and the monitoring device includes a vehicle-mounted device and a smart wearable device; Based on the position information of the monitoring device of the space to be managed, a local network including the monitoring device for communication is constructed, including: Based on the position information of the vehicle-mounted device and the smart wearable device of the space to be managed, the vehicle-mounted device establishes a Bluetooth connection network with the smart wearable device in the vehicle; Based on the position information of the vehicle-mounted device of the space to be managed, the vehicle-mounted device establishes a self-organizing network with other vehicle-mounted devices.

7. A device for synergistic management of space health, characterized in that, The device includes: The local network construction unit is configured to construct a local network including the monitoring devices in communication based on position information of the monitoring devices of the space to be managed, the monitoring devices including a space medium monitoring device, a space environment monitoring device, and a space personnel state monitoring device, the monitoring devices including a plurality of smart wearable devices; The monitoring data acquisition unit is configured to acquire monitoring data of the monitoring devices according to the local network, the monitoring data including space medium data collected by the space medium monitoring device, space environment data collected by the space environment monitoring device, and personnel state data collected by the personnel state monitoring device, the personnel state data including personnel activity trajectories and personnel physiological data, the personnel physiological data including heart rate data, blood oxygen data, and body temperature data, and the personnel activity trajectories including personnel activity positions and stay durations at different positions; The cross-checking unit is configured to cross-check the space medium data, the space environment data, and the personnel state data by at least one of data consistency checking, spatio-temporal correlation checking, and physiological logic checking to obtain checked monitoring data, the data consistency checking including checking measurements of the same parameter by different sensors, the spatio-temporal correlation checking including checking parameters through time synchronization or space alignment, and the physiological logic checking including physiological data correlation checking of personnel state and environmental parameters; The scoring response unit is configured to determine a space health score according to the checked monitoring data, including determining an exercise intensity of personnel according to personnel physiological data of the checked personnel state data, determining a physical value score of the space according to the exercise intensity of the personnel and the checked personnel activity trajectories, the physical value score being used to represent a contribution degree of the current space to physical exercise, inputting the checked space medium data and the space environment data into a preset calculation model to obtain a comfort score of the space to be managed, and determining the space health score according to the physical value score and the comfort score, or determining a space management strategy according to the checked monitoring data, and sending the space management strategy to a response device of the space management strategy through the local network.

8. A synergistic management system for space health, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that, The processor executes the computer program, so that the space health collaborative management system implements the method of any one of claims 1-6.

9. A computer program product comprising computer program instructions, characterised in that, The computer program is executed, so that the method of any one of claims 1-6 is performed.

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