Component diagnosis device, component diagnosis system, method for diagnosing components of an air conditioner, component inventory management system, and component inventory management method
The component diagnosis system addresses the challenge of predicting air conditioner component lifespan by integrating operation data with component-related information to calculate an integrated value for each condition, enabling accurate lifespan prediction and proactive maintenance.
Patent Information
- Application Number
- JP2024505695
- Authority / Receiving Office
- JP · JP
- Patent Type
- Patents
- Current Assignee / Owner
- Filing Date
- 2022-03-08
- Publication Date
- 2025-05-30
- Estimated Expiration
- 2042-03-08
AI Technical Summary
Existing air conditioner monitoring systems cannot predict the failure or lifespan of components based on operation data alone, as the lifespan of components varies with installation environment and conditions.
A component diagnosis device and system that collects operation data from air conditioners, integrates component-related information, and calculates an integrated value for each component condition, allowing for accurate diagnosis of component lifespan based on installation environment and conditions.
Enables precise prediction of component lifespan and failure, allowing for proactive maintenance and inventory management, thereby improving operational efficiency and reducing costs.
Smart Images

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Abstract
Description
Technical Field
[0001] The present disclosure relates to a component diagnosis device, a component diagnosis system, a method for diagnosing components of an air conditioner, a component inventory management system, and a component inventory management method.
Background Art
[0002] Conventionally, services for remotely monitoring devices such as air conditioners have been known. This type of technology is described, for example, in Patent Document 1 below. The air conditioner remote monitoring service system described in Patent Document 1 includes a monitoring device that obtains desired operation data related to the air conditioner from sensors, and a center device that collects data for monitoring from the monitoring device via communication means. The device remote monitoring service system creates a periodic inspection report based on the operation data accumulated in the center device. The periodic inspection report includes, for example, one-month representative operation data stored as a monthly representative value, the chilled water inlet temperature (suction air temperature) based on the daily management value, and changes in the outside air temperature, as well as the life management of the compressor based on the integrated management value.
Prior Art Documents
Patent Documents
[0003]
Patent Document 1
Summary of the Invention
Problems to be Solved by the Invention
[0004] The above-described device remote monitoring service system stores the operation data of the air conditioner, the operation data of the compressor, and the integrated management value of the compressor in the monitoring device, and transmits the stored data to the center device. However, depending on the installation environment of the air conditioner, etc., the components that are likely to fail or whose lifespan arrives first among the components included in the air conditioner are different, but it was not possible to predict the failure and lifespan of the components based on the operation data of the air conditioner or the operation data of the compressor alone.
[0005] The present disclosure has been made to solve the above problems, and an object thereof is to provide a component diagnosis device, a component diagnosis system, a component diagnosis method for an air conditioner, a component inventory management system, and a component inventory management method that can diagnose the life of components included in an air conditioner based on the installation environment and the like.
Means for Solving the Problems
[0006] The component diagnosis device according to the first aspect collects, from a communication device mounted on an air conditioner, operation data related to the operation of the air conditioner and including component-related information including conditions under which components included in the air conditioner operate, and component operation data indicating an integrated value integrated in response to the operation of the components; an accumulation unit that accumulates the component-related information and the component operation data collected by the collection unit in association with each other; and, for each condition based on the component-related information accumulated in the accumulation unit, the integrated value of the component Update and Update a diagnosis unit that diagnoses the life of the component based on the integrated value of the component for each of the conditions obtained.
[0007] The component diagnosis system according to the second aspect includes an outdoor unit, an indoor unit, a storage unit that stores operation data related to the operation of the outdoor unit and the indoor unit and including component-related information including conditions under which components included in the outdoor unit and the indoor unit operate, and component operation data indicating an integrated value integrated in response to the operation of the components included in the outdoor unit and the indoor unit; an air conditioner including the storage unit; a communication device that transmits the operation data and the component operation data stored in the storage unit; a collection unit that collects the operation data and the component operation data from the communication device; an accumulation unit that accumulates the component-related information and the component operation data collected by the collection unit in association with each other; and, for each condition based on the component-related information accumulated in the accumulation unit, the integrated value of the component Update and UpdateA component diagnosis device comprising: a diagnosis unit that diagnoses the lifespan of the component based on the integrated value of the component for each of the given conditions.
[0008] The component diagnosis method of the air conditioner according to the third aspect includes: storing in the air conditioner operation data including component-related information that is data related to the operation of the air conditioner and includes the conditions under which the components included in the air conditioner operate, and component operation data indicating an integrated value integrated in response to the operation of the components included in the air conditioner; collecting the operation data and the component operation data stored in the air conditioner via a communication device; associating and accumulating the collected component-related information and the component operation data; and calculating the integrated value of the component for each of the conditions based on the accumulated component-related information. Update And Update diagnosing the lifespan of the component based on the integrated value of the component for each of the given conditions.
[0009] The component inventory management system according to the fourth aspect includes: a collection unit that collects from the communication device of the air conditioner operation data including component-related information that is data related to the operation of the air conditioner and includes the conditions under which the components included in the air conditioner operate, and component operation data indicating an integrated value integrated in response to the operation of the components included in the air conditioner; an accumulation unit that associates and accumulates the component-related information and the component operation data collected by the collection unit; and calculating the integrated value of the component for each of the conditions based on the component-related information accumulated in the accumulation unit. Update And UpdateA diagnostic unit that diagnoses the lifespan of the component based on the integrated value of the component for each of the given conditions, and a component diagnostic device that transmits information based on the diagnostic result by the diagnostic unit. For each condition, it includes an inventory database containing component inventory information indicating the inventory quantity of the component and procurement prediction quantity information indicating the quantity of components that need to be procured in the future. The component inventory management device collects information based on the diagnostic result from the component diagnostic device, updates the procurement prediction quantity information based on the diagnostic result, and transmits alert information based on the updated procurement prediction quantity information.
[0010] The component inventory management method according to the fifth aspect includes the steps of collecting, from the communication device of the air conditioner, operation data including component-related information that is data related to the operation of the air conditioner and includes the conditions under which the components included in the air conditioner operate, and component operation data indicating the integrated value integrated in response to the operation of the components included in the air conditioner; associating and storing the collected component-related information and the component operation data; and calculating the integrated value of the component for each of the conditions based on the stored component-related information. Update And Update diagnosing the lifespan of the component based on the integrated value of the component for each of the given conditions; collecting information based on the diagnostic result from the component diagnostic device; updating the procurement prediction quantity information in the inventory database including component inventory information indicating the inventory quantity of the component and procurement prediction quantity information indicating the quantity of components that need to be procured in the future for each of the conditions based on the diagnostic result; and transmitting alert information based on the updated procurement prediction quantity information.
Advantages of the Invention
[0011] According to the present disclosure, it is possible to diagnose the lifespan of the components included in the air conditioner based on the installation environment and the like.
Brief Description of the Drawings
[0012]
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Embodiments for Carrying Out the Invention
[0013] Hereinafter, embodiments of the present disclosure will be described with reference to the drawings. Note that the scope of the present disclosure is not limited to the following embodiments and can be arbitrarily changed within the scope of the technical idea of the present disclosure. Also, in the following drawings, in order to make each configuration easier to understand, the scale and number in each structure may be different from those in the actual structure.
[0014] (Configuration of Component Diagnosis System) FIG. 1 is a block diagram showing an example of a component diagnosis system according to the first embodiment. The component diagnosis system includes, for example, a plurality of air conditioners 100, a data server device 200, an owner's terminal device 300, and a maintenance technician's terminal device 400. In the following description, when collectively referring to a plurality of air conditioners 100, they will be simply referred to as "air conditioner 100". The data server device 200, the owner's terminal device 300, and the maintenance technician's terminal device 400 have a communication interface (not shown) such as a NIC (Network Interface Card) or a wireless communication module for connecting to the network NW. In the following description, the user of the air conditioner 100 will be referred to as "user", the owner of the air conditioner 100 will be referred to as "owner", and the person who provides services such as maintenance of the air conditioner 100 as an occupation will be referred to as "maintenance technician".
[0015] The air conditioner 100 includes, for example, an outdoor unit 10, an indoor unit 20, and a communication device 30. The communication device 30 may be connected via a wired signal line or communicatively connected wirelessly, for example, as long as it can communicate with the indoor unit 20 and the outdoor unit 10. The outdoor unit 10 is disposed outdoors. The indoor unit 20 is disposed indoors. The outdoor unit 10 and the indoor unit 20 are connected to each other by a circulation path portion through which the refrigerant circulates. The air conditioner 100 adjusts the temperature of the indoor air by performing heat exchange between the refrigerant flowing in the circulation path portion and the indoor air where the indoor unit 20 is disposed.
[0016] The air conditioner 100 communicates with, for example, the operation unit 110 and the information processing terminal 120. The operation unit 110 is a remote controller including operation buttons and a display unit operated by the user, or an operation panel. The operation unit 110 receives the user's operation and outputs an operation signal to the indoor unit 20. The information processing terminal 120 is a smartphone or the like operated by the user.
[0017] The data server device 200 is an information processing device such as a server device that accumulates the data transmitted from the air conditioner 100 and performs processing using the data. The data server device 200 is an example of a component diagnosis device. The data server device 200 receives, for example, from the communication device 30, operation data including component-related information related to the operation of the air conditioner 100 and including the conditions under which the components included in the air conditioner 100 operate, and component operation data indicating an integrated value integrated in response to the operation of the components included in the air conditioner 100, and accumulates them. The data server device 200 notifies the owner terminal device 300 and the maintenance technician terminal device 400 of the failure or lifespan of the components included in the air conditioner 100. The data server device 200 provides various types of information based on requests from the owner terminal device 300 and the maintenance technician terminal device 400.
[0018] The component diagnosis system manages owner information, user information, property information regarding the property where the air conditioner 100 is installed, device information of the air conditioner 100, operation data of the air conditioner 100, and the like. For example, based on a request received from the information processing terminal 120, the owner terminal device 300, or the maintenance technician terminal device 400, the component diagnosis system performs registration, reference, modification, and deletion of owner information, user information, property information, device information, operation data, and the like.
[0019] The information processing terminal 120 acquires user information, property information, and device information, for example, by receiving a user's operation. The information processing terminal 120 acquires the device information of the air conditioner 100 by reading a code attached to the outdoor unit 10 or the indoor unit 20. The information processing terminal 120 may acquire the device information of the air conditioner 100 from the operation unit 110. Further, the information processing terminal 120 can acquire the device information of the air conditioner 100 by reading a code described on a nameplate attached to the air conditioner 100. The user information, property information, and device information are transmitted from the information processing terminal 120 to the data server device 200 via the communication device 30 of the air conditioner 100.
[0020] FIG. 2 is a diagram showing an example of a database registered in the data server device 200 according to the first embodiment. The data server device 200 constructs, for example, an owner table, a property table, a device table, and a maintenance contractor table. The owner table, the property table, the device table, and the maintenance contractor table are associated with each other. For example, an owner, a device, and a maintenance contractor may be associated with a property as key information. The data server device 200 performs processes including registration, modification, deletion, etc. of information on the owner table, the property table, the device table, and the maintenance contractor table. In the owner table, for example, an owner ID and owner information are registered. The owner information is information including the name and contact information of the owner. In the property table, a property ID and property information are registered. The property information is information including the name of the property such as the building name, the location of the property, the type of the property, etc. In the device table, a device ID, a model name, the type of the air conditioner 100, the manufacturing number of the air conditioner 100, the manufacturing number of the parts, device information including the MAC address, etc., operation data, parts-related information, parts operation data, abnormality detection information, parts life information, replacement / repair history information, and inspection support information are registered. In the maintenance contractor table, a maintenance contractor ID and maintenance contractor information including the company name and contact information, etc. are registered. The owner table, the property table, and the device table are associated with each other by a property ID. The device table and the maintenance contractor table are associated with each other by a device ID.
[0021] FIG. 3 is a schematic diagram showing the schematic configuration of the air conditioner 100 according to the first embodiment. The air conditioner 100 includes, for example, an outdoor unit 10, an indoor unit 20, and a circulation path unit 18. The air conditioner 100 can adjust the temperature of the indoor air by performing heat exchange between the refrigerant 19 flowing in the circulation path unit 18 and the indoor air in which the indoor unit 20 is disposed. Examples of the refrigerant 19 include a fluorine-based refrigerant having a low global warming potential (GWP: Global Warming Potential), or a hydrocarbon-based refrigerant.
[0022] The outdoor unit 10 includes, for example, a housing 11, a compressor 12, a heat exchanger 13, a flow control valve 14, a blower 15, a four-way valve 16, and a control unit 17. Inside the housing 11, the compressor 12, the heat exchanger 13, the flow control valve 14, the blower 15, the four-way valve 16, and the control unit 17 are accommodated.
[0023] The compressor 12, the heat exchanger 13, the flow control valve 14, and the four-way valve 16 are provided in a portion of the circulation path section 18 that is located inside the housing 11. The compressor 12, the heat exchanger 13, the flow control valve 14, and the four-way valve 16 are connected by a portion of the circulation path section 18 that is located inside the housing 11.
[0024] The four-way valve 16 is provided in a portion of the circulation path section 18 that is connected to the refrigerant discharge side of the compressor 12. The four-way valve 16 switches the path of the refrigerant 19 flowing in the circulation path section 18 between the path indicated by the solid line and the path indicated by the broken line. The path indicated by the solid line is a path that returns the refrigerant 19 discharged from the compressor 12 to the compressor 12 via the heat exchanger 13, the flow control valve 14, and the indoor unit 20. The path indicated by the broken line is a path that returns the refrigerant 19 discharged from the compressor 12 to the compressor 12 via the indoor unit 20, the flow control valve 14, and the heat exchanger 13.
[0025] The indoor unit 20 includes a housing 21, a heat exchanger 22, a blower 23, and a control unit 24. The housing 21 houses the heat exchanger 22, the blower 23, the control unit 24, and a communication device 30 inside. The indoor unit 20 is capable of performing a cooling operation for cooling the air in the room where the indoor unit 20 is disposed and a heating operation for heating the air in the room where the indoor unit 20 is disposed.
[0026] When performing a cooling operation with the air conditioner 100, the refrigerant 19 circulates so as to return to the compressor 12 through the compressor 12, the heat exchanger 13 of the outdoor unit 10, the flow control valve 14, and the heat exchanger 22 of the indoor unit 20 in this order, as indicated by the solid arrow. In the cooling operation, the heat exchanger 13 in the outdoor unit 10 functions as a condenser, and the heat exchanger 22 in the indoor unit 20 functions as an evaporator.
[0027] When the air conditioner 100 performs a heating operation, the refrigerant 19 circulates through the compressor 12, the heat exchanger 22 of the indoor unit 20, the flow rate adjustment valve 14, and the heat exchanger 13 of the outdoor unit 10 in this order and returns to the compressor 12 as indicated by the dashed arrow. In the heating operation, the heat exchanger 13 in the outdoor unit 10 functions as an evaporator, and the heat exchanger 22 in the indoor unit 20 functions as a condenser.
[0028] The control unit 24 is mounted on the control board in the indoor unit 20 together with the storage unit 24a. The communication device 30 is connected, for example, wired or wirelessly to the signal output terminal of the control board. The control unit 24 controls each part of the indoor unit 20. The control unit 17 is mounted on the control board in the outdoor unit 10 together with the storage unit 17a. The control unit 17 controls each part of the outdoor unit 10. The control unit 24 and the control unit 17 are realized, for example, by a processor such as a CPU (Central Processing Unit) executing a program stored in a program memory. Software, firmware, or a combination of software and firmware is described as a program, and the program is stored in the program memory. Also, some or all of the functional units may be realized by hardware such as LSI (Large Scale Integration), ASIC (Application Specific Integrated Circuit), or FPGA (Field-Programmable Gate Array), or may be realized by the cooperation of software and hardware. The storage units 17a and 24a are realized by, for example, non-volatile or volatile semiconductor memories such as RAM (Random Access Memory), ROM (Read Only Memory), flash memory, EPROM (Erasable Programmable Read Only Memory), EEPROM (Electrically Erasable and Programmable ROM).
[0029] Specifically, the control unit 24 communicates with the operation unit 110 and the information processing terminal 120. The control unit 24 receives signals from sensors (not shown) mounted on the outdoor unit 10 and the indoor unit 20. The control unit 24 controls the motor in the blower 23. The control unit 24 supplies a control signal for operating the outdoor unit 10 to the control unit 17. The control unit 17 controls the motor in the compressor 12, the motor in the blower 15, the actuator in the four-way valve 16, and the actuator in the flow rate adjustment valve 14.
[0030] The sensors may include, for example, temperature sensors that detect various temperatures such as the outside air temperature, the room temperature, the refrigerant pipe temperature, and the shell temperature of the compressor 12, sensors that detect various driving amounts such as the driving amount of the blower 15, the driving amount of the blower 23, and the driving amount of the compressor 12, sensors that detect various operations such as the operation of the flow rate adjustment valve 14 and the operation of the four-way valve 16, refrigerant leakage sensors arranged around the outdoor unit 10 and the indoor unit 20, and the like.
[0031] FIG. 4 is a block diagram showing an example of the functional configuration of the air conditioner 100 and the data server device 200 in the first embodiment. The air conditioner 100 includes, for example, a control unit 130 corresponding to the control units 17 and 24, a data acquisition unit 132, a processing unit 134, a storage unit 136 corresponding to the storage units 17a and 24a, an external communication unit 138, and an in-house communication unit 140. The external communication unit 138 corresponds to the communication device 30. Note that the communication device 30 may be connected to the control board of the outdoor unit 10 or the control board of the indoor unit 20, as long as it can acquire the operation data and component operation data stored in the control board. The processing of the control unit 130 described below may be performed by either one of the control units 17 or 24 or distributed. The storage unit 136 described below may be either one of the storage units 17a or 24a or distributed. The data acquisition unit 132 and the processing unit 134 are realized, for example, by a processor such as a CPU executing a program stored in a program memory.
[0032] The control unit 130 outputs control signals to each part of the air conditioner 100. The data acquisition unit 132 acquires the operation data and component operation data of the air conditioner 100. The storage unit 136 stores the operation data and component operation data of the air conditioner 100. The component operation data stored in the storage unit 136 is updated to the value integrated by the processing unit 134 acquired by the data acquisition unit 132. The processing unit 134 transmits the operation data and component operation data stored in the storage unit 136 to the data server device 200 via the external communication unit 138. The external communication unit 138 is a communication unit that transmits operation data to the data server device 200. The in-house communication unit 152 performs wired communication with the operation unit 110. The in-house communication unit 152 communicates with the information processing terminal 120 using a short-range communication method. The short-range communication method is, for example, Wi-Fi (registered trademark) or bluetooth (registered trademark).
[0033] The data server device 200 includes, for example, a data collection unit 210, a diagnosis unit 220, a notification unit 230, and a storage unit 240. The data collection unit 210 acquires operation data and component operation data by communicating with each of the external communication units 150 provided in a plurality of air conditioners 100. The storage unit 240 stores the component-related information and component operation data collected by the data collection unit 210 in association with each other. The diagnosis unit 220 integrates the component values for each condition based on the component-related information stored in the storage unit 240 and diagnoses the life of the component based on the integrated value of the component for each condition. The diagnosis unit 220 may diagnose the life of the component, for example, by comparing the integrated value of the component with the maintenance cycle. The diagnosis unit 220 may diagnose the life of the component, for example, by comparing the integrated value of the component for each condition with the failure history of the component for each condition. The notification unit 230 notifies the diagnosis result by the diagnosis unit 220 to the owner terminal device 300 or the maintenance provider terminal device 400. Update and Update diagnoses the life of the component based on the integrated value of the component for each condition. The diagnosis unit 220 may diagnose the life of the component, for example, by comparing the integrated value of the component with the maintenance cycle. The diagnosis unit 220 may diagnose the life of the component, for example, by comparing the integrated value of the component for each condition with the failure history of the component for each condition. The notification unit 230 notifies the diagnosis result by the diagnosis unit 220 to the owner terminal device 300 or the maintenance provider terminal device 400.
[0034] The diagnosis unit 220 may update the component life information based on the diagnosis result of the component. The diagnosis unit 220 may refer to the replacement / repair history information and update the life of the component when the outdoor unit 10, the indoor unit 20, or the component is replaced or repaired.
[0035] Note that part or all of the operation data and component operation data may be transmitted from the air conditioner 100 to the data server device 200 at a preset time, for each preset period, or when a preset condition is satisfied. The operation data and component operation data managed in the data server device 200 are transmitted from the air conditioner 100 to the data server device 200 at a preset time, for each preset period, or when a preset condition is satisfied, and may not be stored in the outdoor unit 10 or the indoor unit 20.
[0036] Hereinafter, the operation data and the component operation data will be described. FIG. 5 is a diagram showing an example of operation data and component operation data in the first embodiment. The operation data and the component operation data are transmitted, for example, together with a device ID that identifies the air conditioner 100, for each air conditioner 100 External communication unit 138 and collected by the data collection unit 210.
[0037] FIG. 6 is a diagram showing an example of component operation data and component-related information in the first embodiment. The component operation data is transmitted from the communication device 30 to the air conditioner 100 in association with a component ID that uniquely identifies the component, for example. The component operation data is accumulated in the accumulation unit 240 by the data collection unit 210. The component operation data is, for example, the energization time of the outdoor unit 10, the energization time of the indoor unit 20, the Of the operation timeIt includes data such as the integration time. The component operation data is associated with the component-related information. The storage unit 240 stores, for example, by associating the component-related information and the component operation data transmitted corresponding to the same device ID. The component-related information includes model information corresponding to the type of the air conditioner 100, the manufacturing number information that uniquely identifies the air conditioner 100, and the manufacturing number information that uniquely identifies the component, installation-related information such as the piping length of the refrigerant 19, and environmental information indicating the outside air temperature and cold regions, etc.
[0038] FIG. 7 is a diagram showing an example of a reference value corresponding to the component-related information for each component in the first embodiment. The storage unit 240 stores, for each component, a reference value corresponding to the component-related information. The reference value is a value for the diagnosis unit 220 to diagnose the life of the component. The reference value is a value corresponding to the maintenance cycle indicating the time when the life of the component arrives, but is not limited thereto, and may be a value set at the design stage, or a value corresponding to the notification timing before the time when the life of the component arrives. For example, when X hours is registered as the reference value corresponding to the outside air temperature of the compressor 12, and the integration time of the compressor 12 at the outside air temperature reaches X hours, the diagnosis unit 220 can diagnose that the life of the compressor 12 has arrived. The reference value may be a value for the diagnosis unit 220 to diagnose the failure of the component. For example, when N hours, which is the integration time when the compressor 12 failed in another air conditioner 100, is registered as the reference value corresponding to the integration time of the compressor 12, and the integration time of the compressor 12 reaches N hours, the diagnosis unit 220 can diagnose that it notifies an alarm of the failure of the compressor 12.
[0039] FIG. 8 is a diagram showing the relationship among component-related information, component ID, and component operation data in the first embodiment. FIG. 9 is a diagram showing an example of the relationship between the outside air temperature and the integrated time of the compressor 12 in the first embodiment. The storage unit 240 may store, for example, the component ID and component operation data of a component in association with the component-related information. When the storage unit 240 acquires operation data and component operation data, it refers to the component-related information included in the operation data, and registers the component ID and component operation data corresponding to the component-related information registered in the storage unit 240. Thereby, the storage unit 240 can update the component operation data for each component in association with the component-related information. The storage unit 240 can update, for example, the integrated times T1 to T5 of the compressor 12 for each range of the outside air temperature as shown in FIG. 9. Thereby, the diagnosis unit 220 can diagnose the life of the compressor 12 by comparing the integrated times T1 to T5 of the compressor 12 corresponding to the range of the outside air temperature stored in the storage unit 240 with the reference values corresponding to the integrated times of the compressor 12 for each range of the outside air temperature.
[0040] The diagnosis unit 220 may set a weight coefficient for the component-related information. A higher weight coefficient is set for the component-related information with a higher component load. The diagnosis unit 220 sets, for example, a weight coefficient a corresponding to 0°C or lower, a weight coefficient b corresponding to 0 to 10°C, a weight coefficient c corresponding to 10 to 20°C, a weight coefficient d corresponding to 20 to 30°C, and a weight coefficient e corresponding to over 30°C, and increases the weight coefficient for a temperature range with a higher load on the compressor 12. The diagnosis unit 220 may predict the life or failure of a component by calculating a×T1 + b×T2 + c×T3 + d×T4 + e×T5. For example, when the range of the outside air temperature with the highest load on the compressor 12 is 0°C or lower, the weight coefficient a is set to be the highest. For example, when the load on the compressor 12 increases as the piping length of the refrigerant 19 increases, the weight coefficient corresponding to the longest stage among the multiple stages of the divided piping lengths becomes higher.
[0041] The storage unit 240 may change the reference value for diagnosing components based on component-related information. For example, it is assumed that abnormal detection information indicating that the compressor 12 has failed with an accumulated time of Y hours in an environment where the outside air temperature range is 0°C or lower is obtained. The storage unit 240 can update the reference value corresponding to the accumulated time of the compressor 12 in the outside air temperature range of 0°C or lower to a value close to Y hours.
[0042] Hereinafter, more specific examples of operation data and component operation data will be described. The operation data of the air conditioner 100, the component operation data of the outdoor unit 10, and the component operation data of the indoor unit 20 are data that can be used for diagnosing the lifespan or malfunction of the air conditioner 100, and for diagnosing the lifespan or malfunction of the components included in the air conditioner 100. The operation data is data related to the operation of the air conditioner 100, and includes component-related information including the conditions under which the components included in the air conditioner 100 operate. The component-related information includes data related to the overall operation of the air conditioner 100 such as the operation time of the air conditioner 100, data such as the energization time of the outdoor unit 10, and data such as the energization time of the indoor unit 20. The energization time refers to the operation time of electrical components such as the control board and sensors in the outdoor unit 10 and the indoor unit 20. Note that although the energization time of the outdoor unit 10 and the energization time of the indoor unit 20 are the same, when the indoor unit 20 is replaced with a new one, the energization time of the indoor unit 20 and the energization time of the outdoor unit 10 may be different. Also, the energization time of the air conditioner 100 is different from the operation time of the air conditioner 100. The operation time of the air conditioner 100 corresponds to, for example, the integrated time of the compressor 12. The integrated time of the compressor 12 corresponds to the time during which the refrigerant 19 circulates through the circulation path section 18 to perform a cooling operation or a heating operation. When distinguishing between the operation time of the outdoor unit 10 and the operation time of the indoor unit 20, the operation time of the outdoor unit 10 corresponds to the integrated time of the compressor 12, and the operation time of the indoor unit 20 corresponds to the integrated time of the blower 23. The integrated time of the blower 23 corresponds to the time during which indoor air flows through the filter due to the operation of the indoor unit 20. The component-related information may include, for example, the stop time and operation time of the air conditioner 100, the operation mode of the air conditioner 100, the set temperature, the set wind speed, the set value of the scheduled operation, the power consumption, the usage time of the filter, the number of people detected by the human presence sensor, and the floor temperature detected by the human presence sensor.
[0043] The component-related information may include information indicating the operation mode of the air conditioner 100. The operation mode of the air conditioner 100 may be, for example, a heating mode, a cooling mode, a powerful mode, etc. The component-related information may include temperature information around the outdoor unit 10 and temperature information around the indoor unit 20 in the air conditioner 100. The component-related information may include information indicating the pipe length of the refrigerant 19 circulated between the outdoor unit 10 and the indoor unit 20 in the air conditioner 100. The component-related information may include at least one of model information corresponding to the type of the air conditioner 100, manufacturing number information uniquely identifying the air conditioner 100, and manufacturing number information uniquely identifying the component. The type of the air conditioner 100 is, for example, a model corresponding to cold regions. The manufacturing number information may be, for example, information capable of specifying the manufacturing place or manufacturer and the manufacturing time of the air conditioner 100 or the component. The component-related information may include information indicating the type of the property where the air conditioner 100 is installed. The type of the property is information representing, for example, the use of the property such as an office building, a school, a hospital or a nursing facility, a factory, a restaurant, a kitchen, etc. or the scale of the property. The information indicating the pipe length of the refrigerant 19, the model information, the manufacturing number information, the manufacturing number information, and the information indicating the type of the property are collected, for example, from each of the communication devices 30 respectively mounted on a plurality of air conditioners 100.
[0044] The component-related information may include at least one of the rotation speed of the compressor 12 included in the air conditioner 100 and the rotation speeds of the blowers 15 and 23 included in the air conditioner 100. The component-related information may include the operating frequency of the compressor 12, the operating current of the compressor 12, the bus voltage in the inverter mounted on the compressor 12, the refrigerant discharge temperature of the compressor 12, the refrigerant suction temperature of the compressor 12, the shell temperature of the compressor 12, the liquid pipe temperature of the indoor unit 20, the two-phase pipe temperature of the indoor unit 20, the liquid pipe temperature of the outdoor unit 10, the two-phase pipe temperature of the outdoor unit 10, the discharge superheat in the compressor, the subcooling, the outside air temperature, the indoor suction temperature, the rotation speed of the blower in the outdoor unit 10, the opening degree of the indoor linear expansion valve in the outdoor unit 10, and the on / off state of the four-way valve in the outdoor unit 10.
[0045] Component-related information is information representing conditions such as the environment in which a component operates. For example, it may be information such as outside air temperature, indoor temperature, outdoor humidity, indoor humidity, etc. Component-related information is information representing the environment in which a component is installed. For example, it may be information representing the pipe length of the circulation path section 18. Component-related information may be the operation mode (such as cooling or heating) in which a component operates. Component-related information may be information representing the attributes of a component, such as the device ID of the outdoor unit 10 or indoor unit 20 on which the component is mounted, the model ID, and the manufacturing number of the outdoor unit 10 or indoor unit 20.
[0046] Component operation data is data indicating an integrated value accumulated in response to the operation of a component of the air conditioner 100. Component operation data includes, for example, the energization time of the outdoor unit 10, the number of on / off cycles and the integrated time of the compressor 12, the operation integrated time of the blower 15, the operation integrated time of the blower 23, the number of operations or the total drive pulse value of the four-way valve 16, the operation integrated time of the drain pump, the operation integrated time and the total number of drive pulses of the vane stepping motor, the total drive pulse value of the indoor linear expansion valve (LEV (Linear Expansion Valve)) in the indoor unit 20, the number of additional tightening operations of the indoor linear expansion valve in the indoor unit 20, the life signal of the refrigerant leakage sensor, the energization time of the indoor unit 20, the total drive pulse value of the flow control valve 14 in the outdoor unit 10, the total drive pulse value of the indoor linear expansion valve in the outdoor unit 10, and the number of additional tightening operations of the indoor linear expansion valve in the outdoor unit 10. The integrated values of these component operation data are stored in the storage unit of the control board mounted on the outdoor unit 10 and the storage unit of the control board mounted on the indoor unit 20.
[0047] The abnormality detection information may include the time of occurrence of an abnormality in the air conditioner 100 and an error code indicating the type of abnormality in the air conditioner 100. The abnormality detection information may include the time of occurrence of an abnormality in a component and information indicating the type of abnormality. The abnormality detection information may be an abnormality detected in the air conditioner 100 or an abnormality detected in the data server device 200. The data server device 200 may detect an abnormality based on the collected operation data or component operation data.
[0048] The component life information includes, for example, the usable period of the outdoor unit 10 and the indoor unit 20, information indicating the maintenance cycle of the components, and information indicating the remaining life of the components. The replacement / repair history information includes the replacement date and repair date of the outdoor unit 10 or the indoor unit 20, the equipment information before replacement, the equipment information after replacement, and the like. The replacement / repair history information includes the replacement date and repair date of the components of the outdoor unit 10 or the indoor unit 20, the equipment information before replacement, the equipment information after replacement, and the like. The inspection support information is information including the simple inspection date of the air conditioner 100, the history of simple inspections, the inspection record form, and the like.
[0049] FIG. 10 is a block diagram showing an example of the diagnosis unit 220 in the embodiment. The diagnosis unit 220 includes, for example, a learning data storage unit 250, a learning processing unit 252, and a prediction unit 254. The learning data storage unit 250 stores learning data. The learning data is component-related information and component operation data when an abnormality is detected in the air conditioner 100. The data collection unit 210 collects abnormality detection information, operation data, and the component operation data based on the abnormality of the air conditioner 100 from each of the communication devices 30 mounted on the plurality of air conditioners 100, and accumulates them in the learning data storage unit 250. The learning data storage unit 250 accumulates the component-related information and the component operation data in association with the abnormality detection information collected by the data collection unit 210. Note that the learning data storage unit 250 may be the accumulation unit 240.
[0050] The learning processing unit 252 uses the learning data stored in the learning data storage unit 250 to train the prediction engine. The learning processing unit 252 inputs, for example, operation data including component-related information, component operation data, and abnormality detection information to the prediction engine, and updates the processing parameters in the prediction engine so as to output the life of the component, the component to fail, the failure time, and the confidence level of the life of the component, the component to fail, and the failure time. The processing parameters are, for example, filters (also referred to as weights and biases) included in the neural network.
[0051] At the time of diagnosis, the prediction unit 254 inputs the operation data and the component operation data into the prediction engine, and outputs from the prediction engine the lifespan of the component, the component that will fail, and the failure time, as well as the confidence levels of the lifespan of the component, the component that will fail, and the failure time.
[0052] FIG. 11 is a sequence diagram showing an example of signal transmission and reception in the component diagnosis system according to the first embodiment. Each of the plurality of air conditioners 100 transmits the operation data and the component operation data to the data server device 200 at the timing when a preset period arrives or at the timing when a preset condition is satisfied. The data server device 200 accumulates the operation data and the component operation data. At this time, the data server device 200 accumulates the component-related information in association with the component operation data. The data server device 200 inputs the operation data and the component operation data into the prediction unit 254, and predicts component failures based on the output of the prediction unit 254. The data server device 200 notifies the prediction results to the owner terminal device 300 and the maintenance technician terminal device 400, for example, when there is a component with a high probability of failure. Thereby, the owner and the maintenance technician can know that the component may fail. The data server device 200 diagnoses the lifespan of the component by comparing the integrated value associated with the component-related information with the reference value corresponding to the component-related information. The data server device 200 notifies the owner terminal device 300 and the maintenance technician terminal device 400 that the lifespan of the component has arrived, for example, when the integrated value associated with the component-related information exceeds the reference value. The data server device 200 may input the operation data and the component operation data into the prediction unit 254 and predict the lifespan of the component based on the output of the prediction unit 254. The data server device 200 notifies the prediction results to the owner terminal device 300 and the maintenance technician terminal device 400, for example, when there is a component whose lifespan has elapsed or a component whose lifespan will arrive within a predetermined period. Thereby, the owner and the maintenance technician can know the lifespan of the component.
[0053] When the data server device 200 receives a data reference request from the maintenance technician terminal device 400, it transmits operation data and component operation data to the maintenance technician terminal device 400 in response to the reference request. The data server device 200 may transmit component operation data associated with component-related information to the maintenance technician terminal device 400. As a result, the maintenance technician can analyze component failures or component lifetimes using the operation data and component operation data. Furthermore, when the maintenance technician terminal device 400 analyzes the results of component failures or component lifetimes, etc., it can transmit proposal information for proposing component replacement or replacement of the air conditioner 100 to the owner terminal device 300.
[0054] As described above, according to the data server device 200 of the first embodiment, operation data including component-related information including the conditions under which the components included in the air conditioner 100 operate from the communication device 30, and component operation data indicating the integrated value accumulated in response to the components operating are collected, the collected component-related information and component operation data are associated and stored, and the integrated value of the components is Update performed Update for each condition based on the stored component-related information, and the lifetime of the component is diagnosed based on the integrated value of the component for each condition. According to the data server device 200, it is possible to perform a lifetime diagnosis of the components included in the air conditioner 100 based on conditions such as the installation environment.
[0055] According to the data server device 200 in the first embodiment, for each rotation speed of the compressor 12, or for each rotation speed of the blower 23 or the blower 15, the integrated value is Update performed Update and the lifetime of the component can be diagnosed based on the integrated value obtained. According to the data server device 200, for example, the integrated value of the operating time when the rotation speed of the compressor 12 is 30 [rps] to 39 [rps] is 100 hours, the integrated value of the operating time when the rotation speed of the compressor 12 is 40 [rps] to 49 [rps] is 90 hours, the integrated value of the operating time when the rotation speed of the compressor 12 is 50 [rps] to 59 [rps] is 75 hours, ···, and the integrated value is UpdateThus, the lifespan of the compressor 12 can be diagnosed. According to the data server device 200, for example, the integrated value of the operating time when the rotational speed of the blower 23 or the blower 15 is between 200 [rps] and 299 [rps] is 100 hours, the integrated value of the operating time when the rotational speed of the compressor 12 is between 300 [rps] and 399 [rps] is 90 hours, ··· and so on for the integrated values Update Thus, the lifespan of the blower 23 or the blower 15 can be diagnosed.
[0056] According to the data server device 200 in the first embodiment, the integrated value is calculated for each operation mode of the air conditioner 100 Update Thus, Update Based on the integrated values for each operation mode obtained, the lifespan of the components can be diagnosed. Thus, according to the data server device 200, the lifespan of components with high integrated values in specific operation modes such as cooling or heating can be diagnosed. For example, when the operation time in the cooling mode is longer than that in other operation modes, the integrated value of the drain pump becomes high, and the owner or maintenance technician can be notified that the lifespan of the drain pump arrives earlier than that of other components.
[0057] According to the data server device 200 in the first embodiment, the integrated value of the components is calculated for each temperature range around the outdoor unit Update Thus, Update Based on the integrated values for each temperature range around the outdoor unit obtained, the lifespan of the components can be diagnosed. Thus, according to the data server device 200, the lifespan of the components can be diagnosed in accordance with the actual situation that the load on the components varies depending on the temperature around the outdoor unit.
[0058] According to the data server device 200 in the first embodiment, the integrated value of the components corresponding to the pipe length of the refrigerant 19 is Update Thus, Update Based on the integrated values obtained, the components can be diagnosed. Thus, according to the data server device 200, the lifespan of the components can be diagnosed in accordance with the actual situation that the load on the components increases as the pipe length of the refrigerant 19 increases.
[0059] According to the data server device 200 in the first embodiment, for each model information of the air conditioner 100, for each manufacturing number information of the air conditioner 100, and for each manufacturing number information of parts, the integrated value of the parts is Update calculated, Update and the life of the parts can be diagnosed based on the calculated integrated value. Thus, according to the data server device 200, the life of the parts can be diagnosed in accordance with the actual situation that the life of the parts varies depending on the model of the air conditioner 100, the manufacturing location or year of the air conditioner 100, and the manufacturing location or year of the parts.
[0060] According to the data server device 200 in the first embodiment, the integrated value of the parts corresponding to the information indicating the type of the property is Update calculated, Update and the life of the parts can be diagnosed based on the calculated integrated value. Thus, according to the data server device 200, the life of the parts can be diagnosed in accordance with the actual situation that the life of the parts varies depending on the type of the property.
[0061] According to the data server device 200 in the first embodiment, reference values for diagnosing parts for each condition can be set based on the operation data and parts operation data collected from each of the communication devices 30 respectively mounted on a plurality of air conditioners 100. Thus, according to the data server device 200, the life of the parts can be diagnosed based on the comparison with the reference values set using a large number of operation data and parts operation data. As a result, according to the data server device 200, the diagnostic accuracy can be improved.
[0062] According to the data server device 200 in the first embodiment, a weight coefficient is set corresponding to the load of the parts for each condition, the integrated value of the parts corresponding to the condition is multiplied by the weight coefficient, and the multiplied integrated value of the parts is Update calculated, UpdateThe lifespan of components can be diagnosed based on the integrated values of components for each given condition. Thus, according to the data server device 200, even when the load on the components changes depending on conditions such as the outdoor temperature, the lifespan of the components can be diagnosed while emphasizing the integrated value corresponding to the condition with a high load.
[0063] Hereinafter, a second embodiment will be described. In the description of the second embodiment, the same reference numerals are given to the same parts as in the first embodiment. FIG. 12 is a block diagram showing an example of a component inventory management system in the second embodiment. The component inventory management system in the second embodiment is different from the component diagnosis system in the first embodiment in that a component inventory management device 500 and an order terminal 600 are connected to a network NW. The component inventory management device 500 and the order terminal 600 have communication interfaces (not shown) such as NICs and wireless communication modules for connecting to the network NW and the like. The component inventory management device 500 includes an inventory database 510 for managing the inventory of components in the air conditioner 100. The order terminal 600 is a personal computer or the like operated by a person in charge of an ordering organization that orders components.
[0064] FIG. 13 is a diagram showing an example of information included in the inventory database 510 in the second embodiment. The inventory database 510 includes, for example, component inventory information and procurement forecast quantity information. The component inventory information and the procurement forecast quantity information are created, for example, for each installation area where the conditions under which the components included in the air conditioner 100 operate are different. The installation area is, for example, an area where the conditions under which the air conditioner 100 operates are different, such as the ambient temperature around the outdoor unit 10 such as the weather, but is not limited thereto. The component inventory information and the procurement forecast quantity information may be created for each installation condition of the air conditioner 100, such as an air conditioner 100 for a building or a store and an air conditioner 100 for a home. The component inventory information and the procurement forecast quantity information may be created, for example, for each service station in charge of the business of procuring components.
[0065] The parts inventory information is, for example, information in which a model ID, a part ID, and inventory quantity information are associated. The model is, for example, a model corresponding to cold regions. The part ID is, for example, information associated with the part ID included in the part operation data and part-related information shown in FIG. 6. The inventory quantity information is, for example, the parts inventory quantity in the installation area or service station. The procurement forecast quantity information is information indicating the quantity of parts predicted to need to be procured in the future. The procurement forecast quantity information includes, for example, the procurement forecast quantity one month later, the procurement forecast quantity two months later, and the procurement forecast quantity three months later associated with the model ID and the part ID.
[0066] The parts inventory management device 500 collects information indicating the remaining life of the parts from among the parts life information from the data server device 200 and updates the procurement forecast quantity information. The information indicating the remaining life of the parts is the diagnosis result of the parts life by the data server device 200. The diagnosis result includes not only the part ID, but also the integrated value of the parts for each operating condition of the parts and the installation area information of the parts corresponding to the part ID. Thereby, the parts inventory management device 500 can update the procurement forecast quantity information corresponding to the installation area based on the installation area information.
[0067] For example, when the quantity information corresponding to part A1 in the parts inventory management device 500 is "5", the procurement forecast quantity one month later corresponding to part A1 is "10", and the period required to procure part A1 is one month, the parts inventory management device 500 issues an alert. The parts inventory management device 500 transmits, for example, alert information for causing the ordering terminal 600 to display that the quantity of part A1 may run out of stock one month later to the ordering terminal 600. Thereby, the parts inventory management device 500 can enable the ordering organization to grasp in advance the parts that need to be procured and procure part A1 in advance. Furthermore, the parts inventory management device 500 can cause the service station to arrange the parts that may run out of stock before the parts are ordered.
[0068] Furthermore, the component inventory management device 500 may arrange components in advance at the time or place where the air conditioner 100 is frequently used, such as the time or place when the heating operation or the cooling operation is started. For example, in a cold region, based on the life diagnosed from the integrated time of the compressor 12 corresponding to an outside air temperature around the outdoor unit 10 of 0 degrees or lower as a condition for the component to operate, the component inventory management device 500 can cause the ordering terminal 600 to order the compressor 12 before the start time of the heating operation.
[0069] As described above, according to the component inventory management system of the second embodiment, the data server device 200 calculates the integrated value of the components for each condition under which the components included in the air conditioner 100 operate. Update And the component inventory management device 500 Update collects the results of diagnosing the life of the components based on the integrated values of the components for each of the conditions thus calculated. Based on the diagnosis results, the component inventory management device 500 updates the procurement prediction number information indicating the number of components to be procured in the future for each condition and transmits alert information. As a result, the component inventory management device 500 can order the components in advance before the life of the components that reach the end of their life according to the operating conditions of the components included in the air conditioner 100.
[0070] As described above, the embodiments of the present disclosure have been described in detail with reference to the drawings. However, the specific configuration is not limited to the above-described embodiments, and designs and the like within the scope not departing from the gist of the present disclosure are also included. Each configuration described in the above embodiments can be arbitrarily combined.
Description of Reference Numerals
[0071] 10…Outdoor unit, 11…Housing, 12…Compressor, 13…Heat exchanger, 14…Flow control valve, 15…Blower, 16…Four-way valve, 17…Control unit, 17a…Memory unit, 18…Circulation path unit, 19…Refrigerant, 20…Indoor unit, 21…Housing, 22…Heat exchanger, 23…Blower, 24…Control unit, 24a…Memory unit, 30…Communication device, 100…Air conditioner, 110…Operation unit, 120…Information processing terminal, 130…Control unit, 132…Data acquisition unit, 134…Processing unit, 136…Memory unit, 138…External communication unit, 140…Residential communication unit, 150…External communication unit, 152…Residential communication unit, 200…Data server device, 210…Data collection unit, 220…Diagnosis unit, 230…Notification unit, 240…Accumulation unit, 250…Learning data memory unit, 252…Learning processing unit, 254…Prediction unit, 300…Owner's terminal device, 400…Maintenance technician's terminal device, 500…Spare parts inventory management device, 510…Inventory database
Claims
1. A collecting unit that collects operation data including component-related information related to the operation of the air conditioner, which is data related to the operation of the air conditioner and includes conditions under which components included in the air conditioner operate, and component operation data indicating an integrated value accumulated in response to the operation of the components; An accumulating unit that associates and accumulates the component-related information and the component operation data collected by the collecting unit; A diagnosing unit that updates the integrated value of the component for each of the conditions based on the component-related information stored in the accumulating unit, and diagnoses the lifespan of the component based on the updated integrated value of the component for each of the conditions; A component diagnosing device comprising the above.
2. The component-related information includes at least one of the rotational speed of a compressor included in the air conditioner and the rotational speed of a blower included in the air conditioner. The diagnosing unit updates the integrated value for each rotational speed of a compressor included in the air conditioner or for each rotational speed of a blower included in the air conditioner, and diagnoses the lifespan of the component based on the updated integrated value. The component diagnosing device according to Claim 1.
3. The component-related information includes information indicating the operation mode of the air conditioner. The diagnosing unit updates the integrated value for each operation mode, and diagnoses the lifespan of the component based on the updated integrated value for each operation mode. The component diagnosing device according to Claim 1.
4. The component-related information includes temperature information around the outdoor unit of the air conditioner. The diagnosing unit updates the integrated value of the component for each temperature range around the outdoor unit, and diagnoses the lifespan of the component based on the updated integrated value for each temperature range around the outdoor unit. The component diagnosing device according to Claim 1.
5. The component-related information includes information indicating the pipe length of the refrigerant circulated between the outdoor unit and the indoor unit of the air conditioner. The accumulating unit associates the component operation data with the pipe length of the refrigerant collected by the collecting unit. The diagnosing unit updates the integrated value corresponding to the pipe length of the refrigerant collected by the collecting unit, and diagnoses the lifespan of the component based on the updated integrated value. The component diagnosing device according to Claim 1.
6. The component-related information includes at least one of model information corresponding to the type of the air conditioner, manufacturing number information that uniquely identifies the air conditioner, and manufacturing number information that uniquely identifies the component. The storage unit associates the component operation data with at least one of the model information collected by the collection unit, the manufacturing number information of the air conditioner, and the manufacturing number information of the component. The diagnosis unit updates the integrated value corresponding to at least one of the model information collected by the collection unit, the manufacturing number information of the air conditioner, and the manufacturing number information of the component, and diagnoses the life of the component based on the updated integrated value. The component diagnosis device according to claim 1.
7. The component-related information includes information indicating the type of the property where the air conditioner is installed. The storage unit associates the component operation data with the information indicating the type of the property collected by the collection unit. The diagnosis unit updates the integrated value corresponding to the information indicating the type of the property, and diagnoses the life of the component based on the updated integrated value. The component diagnosis device according to claim 1.
8. The collection unit collects the operation data and the component operation data from each of the communication devices respectively mounted on a plurality of air conditioners. The storage unit sets a reference value for diagnosing the component for each condition based on the operation data and the component operation data collected from the plurality of air conditioners. The diagnosis unit diagnoses the life of the component based on a comparison between the integrated value for each condition and the reference value for each condition. The component diagnosis device according to claim 1.
9. The diagnosis unit sets a weight coefficient corresponding to the load of the component for each condition based on the component-related information stored in the storage unit. Multiply the weight coefficient of the condition corresponding to the integrated value of the component, update the integrated value of the multiplied component, and diagnose the life of the component based on the updated integrated value of the component for each condition. The component diagnosis device according to claim 1.
10. An air conditioner including an outdoor unit, an indoor unit, operation data related to the operation of the outdoor unit and the indoor unit, the operation data including component-related information including conditions under which components included in the outdoor unit and the indoor unit operate, and component operation data indicating an integrated value integrated in response to the operation of the components included in the outdoor unit and the indoor unit, and a storage unit for storing the same. A communication device that transmits the operation data and the component operation data stored in the storage unit. A collecting unit that collects the operation data and the component operation data from the communication device, an accumulating unit that accumulates the component-related information collected by the collecting unit in association with the component operation data, and a diagnosing unit that updates the integrated value of the component for each of the conditions based on the component-related information accumulated in the accumulating unit and diagnoses the life of the component based on the updated integrated value of the component for each of the conditions, a component diagnosing device comprising: A component diagnosis system comprising the same.
11. A step of storing, in the air conditioner, operation data including component-related information including conditions under which components included in the air conditioner operate, which is data related to the operation of the air conditioner, and component operation data indicating an integrated value integrated in response to the operation of the components included in the air conditioner; A step of collecting the operation data and the component operation data stored in the air conditioner via a communication device; A step of accumulating the collected component-related information and the component operation data in association with each other; A step of updating the integrated value of the component for each of the conditions based on the accumulated component-related information and diagnosing the life of the component based on the updated integrated value of the component for each of the conditions; A method for diagnosing components of an air conditioner, comprising the steps of:
12. A component diagnosing device comprising a collecting unit that collects, from a communication device of an air conditioner, operation data including component-related information including conditions under which components included in the air conditioner operate, which is data related to the operation of the air conditioner, and component operation data indicating an integrated value integrated in response to the operation of the components included in the air conditioner, an accumulating unit that accumulates the component-related information collected by the collecting unit in association with the component operation data, and a diagnosing unit that updates the integrated value of the component for each of the conditions based on the component-related information accumulated in the accumulating unit and diagnoses the life of the component based on the updated integrated value of the component for each of the conditions, and that transmits information based on a diagnosis result by the diagnosing unit; A component inventory management device that includes an inventory database including component inventory information indicating the inventory quantity of the component and procurement prediction quantity information indicating the quantity of components that need to be procured in the future for each of the conditions, collects information based on the diagnosis result from the component diagnosing device, updates the procurement prediction quantity information based on the diagnosis result, and transmits alert information based on the updated procurement prediction quantity information. A parts inventory management system comprising...
13. Collecting operation data including parts-related information related to the operation of the air conditioner, which includes the conditions under which the parts included in the air conditioner operate, from the communication device of the air conditioner, and parts operation data indicating an integrated value accumulated in response to the operation of the parts included in the air conditioner; Associating and storing the collected parts-related information and the parts operation data; Updating the integrated value of the parts for each of the conditions based on the stored parts-related information, and diagnosing the lifespan of the parts based on the updated integrated value of the parts for each of the conditions; Collecting information based on the diagnosis result; Updating the procurement prediction number information in the inventory database, which includes parts inventory information indicating the number of parts in stock for each of the conditions and procurement prediction number information indicating the number of parts that need to be procured in the future, based on the diagnosis result; Transmitting alert information based on the updated procurement prediction number information; A parts inventory management method including...
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