JP2021007339A - Management device of information inside greenhouse, management method of information inside greenhouse, and program - Google Patents

Abstract

To provide environmental information inside an agricultural greenhouse in an easily graspable manner.SOLUTION: A management device of information inside a greenhouse which is connected to a terminal via a communication network has: collection means for collecting sensor data from a plurality of sensors installed inside an agricultural greenhouse; display means for allowing the terminal to display a UI(user interface), in which information regarding environment at a plurality of positions inside the agricultural greenhouse is visualized, on the basis of sensor data collected by the collection means.SELECTED DRAWING: Figure 1

Description

The present invention relates to an in-house information management device, an in-house information management method and a program.

Traditionally, agricultural products such as vegetables have been cultivated in agricultural greenhouses. In such an agricultural greenhouse, the thermometer installed in the agricultural greenhouse is visually checked and the temperature is controlled by heating and cooling so that the temperature becomes the optimum temperature for cultivating agricultural products.

As a technique related to temperature control, a technique for generating information useful for air conditioning control for equalizing the comfort of users in a living room is known (see, for example, Patent Document 1).

JP-A-2017-120167

However, in the past, the number of thermometers installed in agricultural greenhouses was often one or two. On the other hand, agricultural houses are often several meters high, ten and several meters wide, and several tens of meters deep, and the temperature inside the agricultural house varies from place to place (that is, depending on the location inside the agricultural house). (The temperature is different) is normal. This also applies to factors other than temperature that affect crops (for example, saturation). Therefore, it has been difficult to adjust the temperature and saturation in the agricultural greenhouse so as to be optimum for the crop.

On the other hand, if information on the environment (for example, temperature, saturation, etc.) in many places in the agricultural greenhouse can be provided in an easily graspable manner, the user can adjust the temperature, saturation, etc. It is thought that we can help you to do so.

An embodiment of the present invention has been made in view of the above points, and an object of the present invention is to provide environmental information in an agricultural greenhouse in an easily graspable manner.

In order to achieve the above object, the in-house information management device according to the embodiment of the present invention is an in-house information management device connected to a terminal via a communication network, and is a plurality of in-house information management devices installed in an agricultural house. A UI (user interface) that visualizes information on the environment at a plurality of positions in the agricultural house is displayed on the terminal based on the collecting means that collects the sensor data from the sensor and the sensor data collected by the collecting means. It is characterized by having a display means for causing the display.

Environmental information in an agricultural greenhouse can be provided in a form that can be easily grasped.

It is a figure which shows an example of the whole structure of the information management system in a house which concerns on this embodiment. It is a figure which shows an example of the functional structure of the information management server in a house which concerns on this embodiment. It is a flowchart which shows an example of the creation process of the information data in a house. It is a flowchart which shows an example of the display processing of the information in a house. It is a figure which shows an example of the information list screen in a house. It is a figure which shows an example of the information detail screen in a house.

Hereinafter, embodiments of the present invention (hereinafter, also referred to as “the present embodiment”) will be described. In the present embodiment, the information management system 1 in the house, which can provide the environmental information in the agricultural house in a form that can be easily grasped, will be described. The environmental information is information about the environment in the agricultural house, and examples thereof include temperature, saturation, humidity, water content in soil, solar radiation amount, and CO2 concentration.

<Overall configuration of information management system 1 in the house>
First, the overall configuration of the in-house information management system 1 according to the present embodiment will be described with reference to FIG. FIG. 1 is a diagram showing an example of the overall configuration of the in-house information management system 1 according to the present embodiment.

As shown in FIG. 1, the in-house information management system 1 according to the present embodiment includes an in-house information management server 10, a plurality of sensors 20, a gateway device 30, and a terminal 40. Further, the information management server 10 in the house and the gateway device 30 are connected so as to be able to communicate with each other via a communication network 50 such as the Internet. Similarly, the information management server 10 in the house and the terminal 40 are communicably connected to each other via the communication network 50.

The in-house information management server 10 is a computer or computer system that manages environmental information in an agricultural house. The information management server 10 in the house collects sensor data from the sensor 20 installed in the agricultural house via the gateway device 30. In addition, the in-house information management server 10 provides the terminal 40 with a UI (user interface) screen that displays environmental information in the agricultural house in a manner that can be easily grasped by the user, based on these sensor data. In the following, the environmental information in the agricultural greenhouse will also be referred to as "house information".

The sensor 20 is a sensor device installed in an agricultural greenhouse and sensing various environmental information. The sensor 20 transmits the sensor data obtained by sensing to the gateway device 30. At this time, the sensor 20 may transmit the sensor data to the gateway device 30 by an arbitrary wireless standard or wireless communication method, but as the wireless standard or wireless communication method, for example, LPWA (Low Power Wide Area) or the like may be used. It is possible. By using LPWA for wireless communication between the sensor 20 and the gateway device 30, the power supply and network wiring of the sensor 20 are not required, and communication costs are not required. Therefore, the sensor 20 can be easily installed in the agricultural house. It can be installed.

As the sensor 20, a temperature sensor, a humidity sensor, a soil moisture sensor, a sunshine sensor, a CO2 concentration sensor, or a sensor composed of two or more of these sensors can be used.

Here, a plurality of sensors 20 are installed in the agricultural greenhouse. The number and installation positions of the sensors 20 installed in the agricultural greenhouse differ depending on the scale and shape of the agricultural greenhouse, but for example, it is conceivable to uniformly install the sensors 20 in the space inside the agricultural greenhouse at predetermined intervals. Be done.

In this embodiment, as an example, there are "agricultural house (building No. 1)" and "agricultural house (building No. 2)" in the agricultural house, and a plurality of sensors 20 are installed in these agricultural houses. It is assumed that it has been done. Further, it is assumed that these plurality of sensors 20 are sensor devices capable of sensing at least temperature and humidity.

The gateway device 30 aggregates the sensor data transmitted from the sensor 20 and transmits it to the information management server 10 in the house.

The terminal 40 is a computer capable of displaying environmental information in an agricultural greenhouse. As the terminal 40, for example, a PC (personal computer), a smartphone, a tablet terminal, a wearable device, or the like can be used. The user of the terminal 40 can easily know the environment in the agricultural house from the environmental information (that is, the information in the house) on the UI screen displayed on the terminal 40. Therefore, the user can perform optimum environmental control (for example, temperature adjustment by heating and cooling) for the agricultural products cultivated in the agricultural greenhouse, for example.

The overall configuration of the in-house information management system 1 shown in FIG. 1 is an example, and may be another configuration. For example, when each sensor 20 can transmit the sensor data to the in-house information management server 10, the in-house information management system 1 does not have to include the gateway device 30. Further, in the example shown in FIG. 1, the information management system 1 in the house includes only one terminal 40, but the present invention is not limited to this, and a plurality of terminals 40 may be included.

<Functional configuration of information management server 10 in the house>
Next, the functional configuration of the in-house information management server 10 according to the present embodiment will be described with reference to FIG. FIG. 2 is a diagram showing an example of the functional configuration of the in-house information management server 10 according to the present embodiment.

As shown in FIG. 2, the in-house information management server 10 according to the present embodiment includes a data collection unit 101, an in-house information creation unit 102, a UI providing unit 103, an in-house information data storage unit 104, and a house. It has a management data storage unit 105. Here, in the data collection unit 101, the in-house information creation unit 102, and the UI providing unit 103, for example, one or more programs installed in the in-house information management server 10 are executed by a processor such as a CPU (Central Processing Unit). It is realized by the process of making it. Further, the in-house information data storage unit 104 and the house management data storage unit 105 can be realized by using an auxiliary storage device such as an HDD (Hard Disk Drive) or an SSD (Solid State Drive), for example. However, at least one of the in-house information data storage unit 104 and the house management data storage unit 105 may be realized by using a storage device connected to the in-house information management server 10 via a communication network.

The data collection unit 101 collects sensor data from the gateway device 30. That is, the data collection unit 101 collects sensor data from each sensor 20 via the gateway device 30. The sensor data includes a "house ID" that identifies the agricultural house in which the sensor 20 is installed, a "date and time" that the sensor 20 sensed, and a "sensor value" that was sensed by the sensor 20. included. Here, when a plurality of environmental information is sensed by one sensor 20, the sensor data includes a plurality of sensor values. For example, in the present embodiment, the sensor data includes at least "temperature" and "humidity" as sensor values.

The sensor 20 may transmit the sensor data including the "house ID" to the gateway device 30, and the sensor data transmitted by the sensor 20 does not include the "house ID" and the gateway device 30 does not include the "house ID". A "house ID" may be added to the sensor data. Alternatively, the sensor data transmitted by the gateway device 30 to the in-house information management server 10 may not include the "house ID". Hereinafter, for the sake of simplicity, it is assumed that the sensor data includes the “house ID”.

The in-house information creation unit 102 creates in-house information data from the sensor data collected by the data collection unit 101, and stores it in the in-house information data storage unit 104. In-house information data is environmental information for each agricultural house. The information data in the house is calculated from, for example, the "date and time" of the sensor data, the "house ID" of the sensor data, the "sensor ID" of the sensor data, the sensor value of the sensor data, or this sensor value. "Environmental information value" indicating the calculated value is included. The information data in the house may include only one environmental information value, or may include a plurality of environmental information values.

Here, as the calculated value calculated from the calculated value of the sensor data, for example, saturation may be mentioned. Saturation can be calculated from temperature and humidity. However, if the sensor 20 can sense the saturation, the saturation may be a sensor value.

In the present embodiment, the temperature and the saturation are set as the environmental information values of the information data in the house. Therefore, the in-house information creation unit 102 sets the "temperature" of the sensor values "temperature" and "humidity" of each sensor data as it is as the environmental information value, and also sets the "saturation" from the "temperature" and "humidity". ] Is calculated, and this calculated value is set as the environmental information value.

As a result, in-house information data including "date and time", "house ID", "sensor ID", and "environmental information value" is created and stored in the in-house information data storage unit 104. For example, when the sensors 20 are grouped in the same agricultural greenhouse, the information data in the greenhouse may include a "group ID" that identifies the group to which the sensor 20 belongs. .. For example, when a plurality of types of crops are cultivated in the same agricultural greenhouse, the sensors 20 installed in this area or space are grouped for each area or space in which the same type of crops are cultivated. Is possible. This makes it possible to group the sensors 20 that sense the environmental information of the area or space in which this type of crop is cultivated for each type of crop.

In addition to this, for example, when a plurality of crops with the same growth condition are cultivated in the same agricultural greenhouse, they are installed in this area or space for each area or space where the crops with the same growth condition are cultivated. It is also conceivable to group the sensors 20 that are used. Alternatively, the sensors 20 installed in this area or space may be simply grouped for each predetermined area or space.

If the sensor data does not include the "house ID", the in-house information creation unit 102 refers to the house management data storage unit 105, which will be described later, and starts with the "sensor ID" included in the sensor data. After acquiring the "house ID", the information data in the house may be created.

The UI providing unit 103 displays a UI screen that displays environmental information in an agricultural house in a manner that can be easily grasped by the user based on the information data in the house stored in the information data storage unit 104 in the house. To provide. At this time, the UI providing unit 103 provides a UI screen for displaying a list of agricultural houses managed or owned by the user of the terminal 40 with reference to the house management data storage unit 105 described later, and selects from this list. It provides a UI screen that displays the environmental information of the agricultural house.

As described above, the in-house information data storage unit 104 stores the in-house information data created by the in-house information creation unit 102.

The house management data storage unit 105 stores house management data. The house management data includes a "user ID" that identifies a user of the terminal 40 and a "house ID" of an agricultural house managed or owned by this user. This manages which user manages or owns which agricultural house.

Further, the house management data may include the sensor ID of the sensor 20 installed in the agricultural house of this house ID for each house ID. As a result, which sensor 20 is installed in which agricultural house is managed.

<Creation process of information data in the house>
Next, a process of collecting sensor data and creating in-house information data (house in-house information data creation process) will be described with reference to FIG. FIG. 3 is a flowchart showing an example of the process of creating information data in the house.

First, the data collection unit 101 collects sensor data from the gateway device 30 (step S101). The gateway device 30 may transmit the sensor data to the information management server 10 in the house each time the sensor data is received from the sensor 20, or the sensor data received from the sensor 20 is stored for a certain period of time. Alternatively, after accumulating a certain amount of capacity, the accumulated sensor data may be transmitted to the in-house information management server 10 when the time elapses or when the capacity is exceeded. Alternatively, the data collection unit 101 may acquire (collect) the sensor data stored in the gateway device 30 every time a predetermined time elapses.

Next, the in-house information creation unit 102 creates in-house information data from the sensor data collected in step S101 above, and stores (saves) it in the in-house information data storage unit 104 (step S102). As described above, in the present embodiment, it is assumed that the in-house information data in which the temperature and the saturation are set is created as the environmental information value of the in-house information data.

In addition, one house information data may be created from one sensor data, or a plurality of house information data may be created. For example, in the present embodiment, one in-house information data including "temperature" and "saturation" as environmental information is created from one sensor data including "temperature" and "humidity" as sensor values. Just do it. However, for example, from one sensor data including "temperature" and "humidity" as sensor values, in-house information data including "temperature" as environmental information and in-house information including "saturation" as environmental information. Two in-house information data with information data may be created.

Further, for example, one or a plurality of in-house information data may be created from a plurality of sensor data. Specifically, for example, in a house where sensor values included in sensor data of a certain time width are aggregated (for example, calculation of an average value, a maximum value or a minimum value, etc.) and then this aggregated value is used as environmental information. Informational data may be created.

As described above, in the in-house information management system 1 according to the present embodiment, the in-house information data is created from the sensor data installed in the agricultural house.

<Display processing of information in the house>
Next, a process of providing the terminal 40 with a UI screen for displaying environmental information of the agricultural house (display process of information in the house) will be described with reference to FIG. FIG. 4 is a flowchart showing an example of the display processing of the information in the house.

First, the UI providing unit 103 receives the display request of the house information from the terminal 40 (step S201). The terminal 40 may send a display request for the information in the house to the information management server 10 in the house by, for example, pressing a predetermined button or the like on the application for displaying the information in the house by the user. A URL (Uniform Resource Locator) for displaying the information in the house may be input to the Web browser to send a display request for the information in the house to the information management server 10 in the house. The request for displaying the information in the house includes, for example, a user ID that identifies the user of the terminal 40 and the like.

Next, when the UI providing unit 103 receives the display request for the information in the house, the UI providing unit 103 refers to the house management data stored in the house management data storage unit 105, and refers to the house corresponding to the user ID included in the display request. Identify the ID. Then, the UI providing unit 103 sets the environmental information in the agricultural house based on the information data in the house including the specified house ID among the information data in the house stored in the information data storage unit 104 in the house. The UI screen for the user to browse is displayed on the terminal 40 (step S202).

The UI screen may be generated by the information management server 10 in the house or by the terminal 40. That is, the UI providing unit 103 may generate a screen based on the information data in the house and transmit this screen to the terminal 40, or the UI providing unit 103 transmits the information data in the house to the terminal 40 and the terminal. At 40, a screen may be generated based on the information data in the house.

Here, the UI providing unit 103 first causes the terminal 40 to display the in-house information list screen 1000 shown in FIG.

The in-house information list screen 1000 shown in FIG. 5 is a screen that simply displays a list of environmental information of an agricultural house managed or owned by the user of the terminal 40. On the in-house information list screen 1000 shown in FIG. 5, the first environmental information display field 1101 and the environmental information (maximum temperature, minimum temperature, maximum saturation and minimum saturation) of the agricultural house (building No. 1) are displayed. , The second environmental information display column 1102 that displays the environmental information (maximum temperature, minimum temperature, maximum saturation and minimum saturation) of the agricultural house (Building No. 2), and the advice display column 1300 that displays predetermined advice. And are included. The environmental information (maximum temperature, minimum temperature, maximum saturation and minimum saturation) of each agricultural house is displayed based on the environmental information value of the in-house information data including the corresponding house ID. Further, the advice displayed in the advice display column 1300 is determined by using a method such as a rule base based on, for example, the environmental information of each agricultural house and the weather of the day.

Further, on the in-house information list screen 1000 shown in FIG. 5, a "view details" button 1201 for viewing detailed environmental information of the agricultural house (building No. 1) and details of the agricultural house (building No. 2) are displayed. Includes a "view details" button 1202 for viewing various environmental information. By pressing these buttons, the user can display more detailed environmental information of the agricultural greenhouse on the terminal 40. Hereinafter, as an example, a case where the “view details” button 1201 for viewing detailed environmental information of the agricultural house (No. 1) is pressed by the user will be described.

When the "view details" button 1201 is pressed, the UI providing unit 103 causes the terminal 40 to display the in-house information detail screen 2000 shown in FIG. When the screen is generated by the terminal 40, the terminal 40 may display the in-house information detail screen 2000 shown in FIG. 6 without communicating with the in-house information management server 10.

The in-house information detail screen 2000 shown in FIG. 6 is a screen for displaying detailed environmental information in the agricultural house (building No. 1). Each environmental information (temperature, saturation, etc.) displayed on the house information detail screen 2000 is displayed based on the environmental information value of the house information data including the corresponding house ID.

The in-house information detail screen 2000 shown in FIG. 6 includes a temperature tab 2100 for displaying information on temperature, a saturation tab 2200 for displaying information on saturation, and a warning column 2300 for displaying a warning message. , A date selection field 2400 for selecting a date is included. In the example shown in FIG. 6, the temperature tab 2100 is selected from the temperature tab 2100 and the saturation tab 2200. Further, it shows the case where the date "2019/02/06" is selected in the date selection field 2400. In the date selection field 2400, for example, today's date is preselected as a default value.

Further, on the in-house information detail screen 2000 shown in FIG. 6, the installation position of each sensor 20 in the corresponding agricultural house on the date selected in the date selection field 2400 and the sensor value (temperature) thereof are in the 3D space. A time change bar that changes the time of the sensor value of each sensor 20 displayed in the house environment display column 2101 and the house environment display column 2101 displayed in circles and in colors according to the temperature. Includes 2102 and a minimum / maximum display field 2103 that displays the minimum and maximum values of the temperature in the agricultural house at the date and time selected in the date selection field 2400.

Further, on the in-house information detail screen 2000 shown in FIG. 6, each sensor 20 displayed in the in-house environment display column 2101 (in the example shown in FIG. 6, each sensor 20 is represented by a circle). Among them, the selection environment information display field 2104 in which the temperature of the corresponding date and time of the sensor 20 selected by the user is displayed, and the change in temperature for each time on the corresponding date of the selected sensor 20 are displayed. The time change display field 2105 is included. In the example shown in FIG. 6, the case where the sensor 20 of the sensor ID “sensor 001” is selected by the user is shown.

When a different sensor 20 is selected by the user from the sensors 20 displayed in the environment display column 2101 in the house, the selection environment information display column 2104 and the time change display column 2105 are updated. Further, when the user slides the time change bar 2102 to the left, the time goes back to the past, and the environment display column 2101 in the house, the minimum / maximum display column 2103, and the selected environment information display column 2104 are updated.

Here, in the house environment display column 2101, for example, each sensor 20 is represented by a circle, and the circle is displayed in a color corresponding to the sensor value (temperature), as described above. The temperature-dependent color is, for example, red when the temperature is high, blue when the temperature is low, and the like. At this time, in the present embodiment, the closer to the maximum temperature of the relevant agricultural house at the relevant date and time is displayed in red, and the closer to the minimum temperature is displayed in blue. This makes it possible to easily grasp the temperature unevenness even when the difference between the maximum temperature and the minimum temperature differs depending on the date and time (that is, the fluctuation range of the temperature). That is, it is possible to grasp even a slight temperature unevenness by the above-mentioned display. In general, it is known that the daily and momentary temperatures are integrated and affect the growth and quality of agricultural products. Therefore, according to this embodiment, it is possible to control the temperature in consideration of even slight temperature unevenness. It will be possible to contribute to the growth and quality of agricultural products. However, it is an example that the circles representing each sensor 20 are displayed in red as the temperature approaches the maximum temperature and blue as the temperature approaches the minimum temperature, and the color to be used is not particularly limited.

Further, the environment display field 2101 in the house may be rotated, enlarged, reduced, or the like according to the operation of the user. Further, when the sensors 20 are grouped, the sensors 20 may be displayed in different display modes for each group (for example, the sensors 20 belonging to a certain group are represented by circles while another). Sensors 20 belonging to a certain group are represented by square marks, etc.). In addition to these, for example, only the sensor 20 installed at a predetermined height may be displayed with a circle. This makes it possible, for example, to make the user pay more attention to particularly noteworthy parts (vines, fruit parts, etc.) of agricultural products depending on the time of year. Further, for example, only the sensor 20 installed in a predetermined area (or a predetermined section) of the agricultural greenhouse may be displayed with a circle. This makes it possible for the user to pay more attention to the agricultural products cultivated in the predetermined area (or plot).

Although FIG. 6 shows the case where the temperature tab 2100 is selected, the user can also select the saturation tab 2200. When the saturation tab 2200 is selected, the environment display field 2101 in the house is calculated from the installation position of each sensor 20 in the corresponding agricultural house on the date selected in the date selection field 2400 and the sensor value thereof. The saturation difference is displayed as a circle in the 3D space and in a color corresponding to the saturation difference. Further, in the minimum / maximum display field 2103, the minimum value and the maximum value of the saturation in the corresponding agricultural greenhouse at the date and time selected in the date selection field 2400 are displayed. Further, in the selection environment information display field 2104, the saturation difference calculated from the sensor values of the corresponding date and time of the sensor 20 selected by the user is displayed. Further, in the time change display field 2105, the change in the saturation difference for each time on the corresponding date of the sensor 20 selected by the user is displayed.

Here, in the warning column 2300, when the environmental information value (sensor value or / and calculated value) of each sensor 20 in the corresponding agricultural greenhouse satisfies a predetermined condition, a warning message corresponding to this condition is displayed. Will be done.

For example, if the maximum temperature on the date and time is higher than a given first threshold, a warning message "The temperature is too high" is displayed. Further, for example, when the minimum temperature at the corresponding date and time is lower than the predetermined second threshold value, a warning message "The temperature is too low" is displayed. Further, for example, when the difference between the maximum temperature and the minimum temperature on the corresponding date and time is larger than a predetermined third threshold value, a warning message "The temperature divergence between the sensors is large" is displayed.

As described above, when the environmental information value satisfies a certain condition, the warning message corresponding to this condition is displayed in the warning column 2300. This allows the user to understand the environmental problems in the greenhouse.

As described above, the in-house information management system 1 according to the present embodiment collects sensor data from a plurality of sensors 20 installed in the agricultural house, and based on these sensor data, the agricultural house. It is possible to visualize the environmental information in the environment in a manner that can be easily grasped by the user and display it on the terminal 40 used by the user. At this time, advice and warning messages based on these sensor data, weather, etc. can also be displayed, so that the user can easily perform control for improving the environment in the agricultural greenhouse. Become. In the present embodiment, the display parts (for example, circles) representing each sensor 20 are displayed in the color corresponding to the environmental information value in the environment display column 2101 in the house, but the present invention is not limited to this, for example. The environmental information value may be displayed on a heat map or the like.

<Application example>
An application example of this embodiment will be described below.

(Application example 1)
In the above embodiment, temperature and saturation are used as environmental information, but as described above, for example, humidity, water content in soil, solar radiation amount, CO2 concentration and the like may be used as environmental information. .. Therefore, as application example 1, the environmental information (temperature, humidity, saturation, water content in soil, solar radiation amount, CO2 concentration, etc.) in each agricultural greenhouse is monitored, and the terminal is not optimally controlled. An alert may be sent to 40. At this time, the alert may be notified by e-mail, for example, or a pop-up may be displayed on the screen of the terminal 40.

(Application example 2)
As application example 2, when the outbreak of epidemics and pests is predicted from the environmental information (temperature, humidity, saturation, water content in soil, solar radiation, CO2 concentration, etc.) in each agricultural house, and there are signs of outbreak. May notify the terminal 40 of an alert. Conditions that show signs of epidemics and pests include, for example, when a sudden temperature change occurs, when the temporal change pattern of the saturation value becomes a specific pattern, when it is hot and dry, when it is low, and when it is specified. When the activity temperature and humidity of the pests are reached, etc.

(Application example 3)
As application example 3, in addition to environmental information (temperature, humidity, saturation, water content in soil, solar radiation amount, CO2 concentration, etc.) in each agricultural greenhouse, the integrated value of each value of this environmental information and the agricultural product Predict the flowering date and fruit set date of agricultural products based on the number of growing days. At this time, weather forecast information or the like may be used. Examples of the prediction method include a method of creating a prediction model using a machine learning method or the like and making a prediction using this prediction model.

(Application example 4)
As an application example 4, environmental information (temperature, humidity, saturation, water content in soil, solar radiation, CO2 concentration, etc.) in each agricultural house is monitored, and equipment in the agricultural house (for example, air conditioning equipment). , Curtain, etc.) Detects failures and abnormalities. Examples of the method for detecting a failure or abnormality include a method in which a detection model is created by using a machine learning method or the like and the detection model is used for detection.

The present invention is not limited to the above-described embodiment disclosed specifically, and various modifications and modifications can be made without departing from the scope of claims.

1 In-house information management system 10 In-house information management server 20 Sensor 30 Gateway equipment 40 Terminal 50 Communication network 101 Data collection unit 102 In-house information creation unit 103 UI provision unit 104 House-in-house information data storage unit 105 House management data storage unit

Claims (6)

An information management device in a house that is connected to a terminal via a communication network.
A collection means that collects sensor data from multiple sensors installed in an agricultural greenhouse,
A display means for displaying a UI (user interface) that visualizes information on the environment at a plurality of positions in the agricultural house on the terminal based on the sensor data collected by the collection means.
In-house information management device characterized by having. The display means
In the 3D space representing the inside of the agricultural house, the terminal is characterized by displaying a UI that visualizes information about the environment at a plurality of positions corresponding to the positions where the plurality of sensors are installed. The in-house information management device according to claim 1. The display means
At the plurality of positions, display components of an aspect corresponding to the value of the information regarding the environment at the position are displayed.
In the display component, the closer the value of the information about the environment at the position is to the maximum value of the value of the information about the environment at the specified date and time, the closer to the first aspect, while the display component is displayed at the position. Claim 1 or 2, wherein the value of the information about the environment is displayed in a mode closer to the second aspect as the value of the information about the environment is closer to the minimum value of the value of the information about the environment at the specified date and time. The information management device in the house described. The information regarding the environment includes at least one of temperature, humidity, saturation, water content in soil, solar radiation amount, and CO2 concentration, according to any one of claims 1 to 3. The information management device in the house described. A computer connected to a terminal via a communication network
A collection procedure that collects sensor data from multiple sensors installed in an agricultural greenhouse,
Based on the sensor data collected in the collection procedure, a display procedure for displaying a UI (user interface) that visualizes information on the environment at a plurality of positions in the agricultural house on the terminal.
A method of managing information in a house, which is characterized by executing. A program characterized in that a computer functions as each means in the in-house information management device according to any one of claims 1 to 4.

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