WO2023163199A1 - 管理システム、管理システムの制御方法、情報処理装置、及びプログラム - Google Patents

管理システム、管理システムの制御方法、情報処理装置、及びプログラム Download PDF

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Publication number
WO2023163199A1
WO2023163199A1 PCT/JP2023/007217 JP2023007217W WO2023163199A1 WO 2023163199 A1 WO2023163199 A1 WO 2023163199A1 JP 2023007217 W JP2023007217 W JP 2023007217W WO 2023163199 A1 WO2023163199 A1 WO 2023163199A1
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WIPO (PCT)
Prior art keywords
air conditioner
information
graph
facility
management system
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PCT/JP2023/007217
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English (en)
French (fr)
Japanese (ja)
Inventor
尾上 紗野 津田
智弘 米津
岳 林田
Original Assignee
パナソニックＩｐマネジメント株式会社
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Priority to JP2024503304A priority Critical patent/JPWO2023163199A1/ja
Publication of WO2023163199A1 publication Critical patent/WO2023163199A1/ja

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    • F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F24—HEATING; RANGES; VENTILATING
    • F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
    • F24F11/00—Control or safety arrangements
    • F24F11/50—Control or safety arrangements characterised by user interfaces or communication
    • F24F11/52—Indication arrangements, e.g. displays
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10—Services
    • G06Q50/16—Real estate

Definitions

  • the present disclosure relates to a management system, a management system control method, an information processing device, and a program.
  • Patent Document 1 discloses an information processing system that displays the performance and power consumption of air conditioners installed for each property in a comparable manner.
  • the present disclosure provides a management system, a management system control method, an information processing device, and a program that can improve the manageability of facilities in which air conditioners are installed.
  • a management system includes an air conditioner, and an information processing device used by an administrator who manages a plurality of facilities in which the air conditioners are installed, and the information processing device is provided for each of the plurality of facilities. , output usage mode information, which is information indicating the usage mode of the air conditioner.
  • a control method for a management system is a control method for a management system including an air conditioner and an information processing device used by an administrator who manages a plurality of facilities in which the air conditioners are installed.
  • the information processing device outputs usage mode information, which is information indicating a usage mode of the air conditioner for each of the plurality of facilities.
  • an information processing device is an information processing device used by an administrator who manages a plurality of facilities in which air conditioners are installed, and for each of the plurality of facilities, the usage mode of the air conditioner is An output control unit for outputting usage mode information, which is information to be displayed, is provided.
  • the program according to the present disclosure causes a processor of an information processing device used by an administrator who manages a plurality of facilities in which air conditioners are installed to provide information indicating the manner of use of the air conditioner for each of the plurality of facilities. function as an output control unit for outputting usage mode information.
  • This specification includes all the contents of Japanese Patent Application No. 2022-030151 filed on February 28, 2022.
  • the management system, the control method of the management system, the information processing device, and the program in the present disclosure allow the administrator to recognize how the air conditioner was used for each facility, so that the use of the air conditioner Managers can issue appropriate improvement instructions to each facility. Therefore, it is possible to improve the manageability of the facility in which the air conditioner is installed.
  • FIG. 1 shows the configuration of the management system
  • FIG. 2 is a diagram showing the configuration of the administrator terminal
  • FIG. 3 is a diagram showing the configuration of the management server
  • FIG. 4 is a diagram showing an example of a first facility list
  • FIG. 5 is a diagram showing an example of a second facility list
  • FIG. 6 is a diagram showing an example of a third facility list
  • FIG. 7 is a diagram showing an example of a fourth facility list
  • FIG. 8 is a diagram showing an example of a first graph
  • FIG. 9 is a diagram showing an example of a second graph
  • FIG. 10 is a flowchart showing the operation of the administrator terminal and management server
  • FIG. 11 is a flowchart showing the operation of the administrator terminal and management server
  • FIG. 12 is a flowchart showing the operation of the administrator terminal and management server
  • FIG. 13 is a flowchart showing the operation of the administrator terminal and management server
  • FIG. 14 is a diagram showing an example of a third graph
  • FIG. 15
  • the present disclosure provides a management system, a management system control method, an information processing device, and a program that can improve manageability of a facility in which an air conditioner is installed.
  • FIG. 1 is a diagram showing the configuration of a management system 100 according to Embodiment 1.
  • the management system 100 is a system that manages a plurality of facilities 1 in which the air conditioners 10 are installed. Specifically, the management system 100 controls the set temperature of the room to be conditioned by the air conditioner 10 (hereinafter simply referred to as “set temperature”), the number of times the set temperature has been changed, the operation rate of the air conditioner 10, the air It manages the operating rate of the dehumidifying operation of the harmony device 10 and the like.
  • the operating rate of the air conditioner 10 indicates the proportion of time during which the power of the air conditioner 10 is on in a predetermined period (for example, 24 hours). Further, the operating rate of the dehumidifying operation of the air conditioner 10 indicates the ratio of time during which the dehumidifying operation of the air conditioner 10 is performed in a predetermined period (for example, 24 hours).
  • facility 1 is exemplified by a store that provides products and services, but facility 1 is not limited to a store, and may be a building in which air conditioner 10 is installed.
  • the management system 100 includes an air conditioner 10.
  • FIG. 1 illustrates a case where the management system 100 manages four or more facilities 1 . Therefore, the management system 100 of this embodiment includes four or more air conditioners 10 .
  • the number of air conditioners 10 provided in the air conditioner 10 is not limited to four or more, and may be less than four.
  • the air conditioner 10 performs air-conditioning operation with the indoor unit 13 and the outdoor unit 12 provided, and air-conditions the room to be conditioned in the facility 1 in which the indoor unit 13 is installed.
  • the air conditioner 10 connects to the network NW.
  • the network NW is a communication network composed of a public line network, a leased line, other communication circuits, and the like.
  • the management system 100 has an administrator terminal 2 .
  • the administrator terminal 2 is a terminal device used by an administrator P who manages multiple facilities 1 .
  • the administrator P is not limited to a person, and may be an entity having authority to manage the facility 1 (for example, a company that manages the facility 1).
  • the administrator terminal 2 shown in FIG. 1 is a laptop computer, but it may be a tablet computer, a desktop computer, or a smart phone.
  • the administrator terminal 2 connects to the network NW.
  • the manager terminal 2 displays information indicating the usage mode of the air conditioner 10 (hereinafter referred to as “usage mode information”) for each of the plurality of facilities 1 . Thereby, the manager P can recognize how the air conditioner 10 is used, that is, how the air conditioner 10 is used for each facility 1 .
  • the administrator terminal 2 corresponds to the "information processing device" of the present disclosure.
  • the management system 100 includes a management server 3.
  • the management server 3 is a server device that manages the facility 1 .
  • the management server 3 is connected to the network NW, and performs information processing using the air conditioner 10 and the administrator terminal 2 as clients.
  • the management server 3 is represented by one block, but this does not necessarily mean that the management server 3 is composed of a single device.
  • the management server 3 may be configured including a plurality of server devices with different processing contents.
  • the management server 3 may be a server device owned by the administrator P or may be a server device not owned by the administrator P.
  • the configuration of the air conditioner 10 will be described with reference to FIG.
  • the air conditioner 10 includes an air conditioning control device 11 , an outdoor unit 12 , an indoor unit 13 , a remote controller 14 and an air conditioning communication device 15 .
  • the outdoor unit 12 and the indoor unit 13 are connected by refrigerant piping and control wiring.
  • the indoor unit 13 and the outdoor unit 12 constitute a heat pump.
  • the remote controller 14 is installed on the wall surface of the room to be harmonized.
  • the remote control 14 has a plurality of operation buttons for the user of the air conditioning apparatus 10 to start or stop operation, menu operation, cursor key operation, and the like.
  • the remote controller 14 also includes a display panel that displays, for example, the set temperature, the operating state of the indoor unit 13, and the like.
  • the air conditioning communication device 15 has communication hardware such as a communication circuit conforming to a predetermined communication standard, and communicates with devices connected to the network NW.
  • the network NW is a communication network composed of a public line network, a leased line, other communication circuits, and the like.
  • the air conditioning control device 11 is a device that controls each part of the air conditioner 10, and the outdoor unit 12, the indoor unit 13, the remote control 14, and the air conditioning communication device 15 are connected.
  • the air conditioning control device 11 includes a processor such as a CPU (Central Processing Unit) or MPU (Micro-Processing Unit), a memory, and an interface circuit for connecting other devices and sensors.
  • the air conditioning control device 11 implements various functions of the air conditioner 10 by executing the control program stored in the memory by the processor.
  • the air conditioning control device 11 generates upload data UD, which is data to be uploaded to the management server 3, and transmits the generated upload data UD to the management server 3 via the air conditioning communication device 15.
  • the air conditioning control device 11 transmits to the management server 3 at least one of the first upload data UD1 and the second upload data UD2.
  • the first upload data UD1 and the second upload data UD2 commonly include a facility ID (Identification), an air conditioner ID, information indicating the upload date and time, information indicating the operation rate of the air conditioner 10, dehumidification of the air conditioner 10 It includes information indicating the operating rate of operation and set temperature related information.
  • the facility ID is an ID that uniquely identifies the facility 1 in which the air conditioner 10 is installed.
  • the air conditioner ID is an ID that uniquely identifies the air conditioner 10 .
  • the upload date and time is the date and time when the upload data UD is uploaded.
  • the set temperature related information is information including one or more pieces of correspondence information in which the set temperature is associated with the date and time when the set temperature was changed.
  • the setting temperature related information includes corresponding information about the setting temperature in the period from the previous transmission of the upload data UD to the current transmission of the upload data UD.
  • the first upload data UD1 further includes information indicating that the temperature control of the air conditioner 10 is the first temperature control.
  • the first temperature control is a control that, when the set temperature is changed, operates so that the temperature of the room to be air-conditioned remains at the changed set temperature until the set temperature is changed again.
  • the second upload data UD2 further includes information indicating that the temperature control of the air conditioner 10 is the second temperature control.
  • the second temperature control means that when the set temperature is changed to a second temperature other than the first temperature while operating so that the set temperature is the first temperature, the set temperature is set to the second temperature for a predetermined period of time. This control is such that the set temperature is returned to the first temperature on condition that the predetermined period of time has elapsed.
  • the first temperature is a temperature recommended by the administrator P as a set temperature, and is predetermined.
  • the air conditioning control device 11 generates upload data UD in a predetermined cycle (for example, a cycle of one day) and transmits the generated upload data UD to the management server 3.
  • FIG. 2 is a diagram showing the configuration of the administrator terminal 2. As shown in FIG. The administrator terminal 2 includes a terminal control device 20 , a terminal communication device 21 , a display 22 and an input interface 23 .
  • the terminal control device 20 is a device that controls each part of the administrator terminal 2 .
  • the terminal control device 20 includes a terminal processor 200 such as a CPU or MPU, a terminal memory 210, and an interface circuit to which other devices and sensors are connected.
  • Terminal processor 200 corresponds to the “processor” of the present disclosure.
  • the terminal memory 210 is a storage device that nonvolatilely stores programs and data executed by the terminal processor 200 .
  • the terminal memory 210 is composed of a magnetic storage device, a semiconductor storage device such as a flash ROM (Read Only Memory), or other types of non-volatile storage devices.
  • the terminal memory 210 may also include a RAM (Random Access Memory) that constitutes the work area of the terminal processor 200 .
  • the terminal memory 210 may also include a non-volatile storage device such as an HDD (Hard Disk Drive) or an SSD (Solid State Drive).
  • the terminal memory 210 stores data processed by the terminal processor 200 and control programs 211 executed by the terminal processor 200 .
  • the control program 211 corresponds to the "program" of the present disclosure.
  • a terminal communication device 21 , a display 22 and an input interface 23 are connected to the terminal control device 20 .
  • the terminal communication device 21 includes communication hardware such as a communication circuit complying with a predetermined communication standard, and communicates with the management server 3 .
  • the display 22 is composed of an LED (Light Emitting Diode), an OLED (Organic LED), or the like.
  • the display 22 may be an external device connected to the administrator terminal 2 .
  • the input interface 23 is connected to devices such as operation switches, a touch input panel, a mouse, and a keyboard, detects input operations by the administrator P, and outputs detection results to the terminal processor 200 .
  • the terminal processor 200 functions as a terminal communication control unit 201 , a display control unit 202 and a reception unit 203 by reading and executing a control program 211 stored in the terminal memory 210 .
  • the display control unit 203 corresponds to the “output control unit” of the present disclosure.
  • the terminal communication control unit 201 communicates with the management server 3 via the terminal communication device 21 .
  • the display control unit 202 causes the display 22 to display information.
  • the reception unit 203 receives various inputs from the administrator P via the input interface 23 .
  • FIG. 3 is a diagram showing the configuration of the management server 3. As shown in FIG.
  • the management server 3 includes a server control device 30 and a server communication device 31 .
  • the server control device 30 includes a server processor 300 such as a CPU or MPU, a server memory 310, and an interface circuit to which other devices and sensors are connected.
  • the server memory 310 is a storage device that stores programs and data executed by the server processor 300 in a non-volatile manner.
  • the server memory 310 is composed of a magnetic storage device, a semiconductor memory device such as a flash ROM, or other types of non-volatile storage devices.
  • Server memory 310 may also include a RAM that forms a work area for server processor 300 .
  • the server memory 310 may also include non-volatile storage devices such as HDDs and SSDs.
  • the server memory 310 stores data processed by the server processor 300 , a control program 311 executed by the server processor 300 , a first management DB (database) 312 and a second management DB 313 .
  • the first management DB 312 is a database that manages upload data UD.
  • the first management DB 312 stores upload data UD.
  • the second management DB 313 is a database that manages information on improvement items.
  • An improvement item is an item for improving the mode of use of the air conditioner 10 .
  • a group ID is an ID that uniquely identifies a group grouped by grouping, which will be described later.
  • the improvement implementation period is a period during which the usage mode of the air conditioner 10 is improved.
  • the server communication device 31 has communication hardware such as a communication circuit conforming to a predetermined communication standard, and communicates with the air conditioner 10 and the administrator terminal 2.
  • the server processor 300 reads out and executes the control program 311 stored in the server memory 310 to create a server communication control unit 301, a list generation unit 302, a graph generation unit 303, an implementation result generation unit 304, and a database processing unit 305. function as
  • the server communication control unit 301 communicates with the air conditioner 10 and the administrator terminal 2 via the server communication device 31 .
  • the server communication control unit 301 receives the upload data UD from the air conditioner 10 .
  • the server communication control unit 301 receives list request information, graph request information, registration request information, and implementation result request information from the administrator terminal 2 .
  • the list request information is information requesting image data of the facility list SL.
  • the facility list SL will be described later.
  • the graph request information is information requesting image data of the graph GF. Details of the graph GF will also be described later.
  • the registration request information is information requesting registration of information related to improvement items.
  • the implementation result request information is information requesting image data of an implementation result image. The details of the execution result image will also be described later.
  • the list generation unit 302 generates a facility list SL.
  • the facility list SL includes a first facility list SL1, a second facility list SL2, a third facility list SL3, and a fourth facility list SL4.
  • FIG. 4 is a diagram showing an example of the first facility list SL1.
  • the first facility list SL1 is a list displaying a list of a plurality of facilities 1 in which ratio the set temperatures are set during the first temperature control. That is, the first facility list SL1 shows the details of the set temperatures set during the first temperature control for the plurality of facilities 1.
  • FIG. The first facility list SL1 has setting ratio information J1 as usage mode information for each facility 1 .
  • FIG. 4 illustrates a case where the first facility list SL1 has set ratio information J1 for five facilities 1. In FIG.
  • the setting ratio information J1 indicates a setting ratio for each of the setting temperatures that can be set by the air conditioner 10 (hereinafter referred to as settable temperatures).
  • the settable temperatures are each temperature from 16° C. to 30° C. in increments of 1° C. and ventilation. Blowing refers to an operation in which the indoor unit 13 rotates the fan without the air conditioner 10 exchanging heat, but in the present embodiment, the concept of the set temperature includes blowing air.
  • the setting ratio information J1 is provided with a numerical value display column L for each of the settable temperatures, and the numerical value display column L displays the setting ratio.
  • the settable temperature corresponds to the "predetermined target" of the present disclosure.
  • the color of the numerical value display field L included in the setting ratio information J1 differs according to the setting ratio indicated by the numerical value display field L.
  • FIG. the numerical value display field L indicating the setting ratio of 5% or more and less than 15% is colored darker than the numerical value display field L indicating the setting ratio of less than 5%.
  • the numerical value display column L indicating the setting ratio of 15% or more and less than 35% is darker than the numerical value display column L indicating the setting ratio of 5% or more and less than 15%.
  • the numerical value display field L indicating the setting ratio of 35% or more and less than 50% is darker than the numerical value display field L indicating the setting ratio of 15% or more and less than 35%.
  • the numerical value display field L indicating the setting ratio of 50% or more is darker than the numerical value display field L indicating the setting ratio of 35% or more and less than 50%.
  • the stepwise threshold value for differentiating the color of the numerical value display field L is not limited to the example of FIG.
  • the thresholds may be provided in multiple stages, or may be fewer.
  • the value of the threshold is not limited to the example in FIG. 4, and may be set by the administrator P to any value.
  • the first facility list SL1 includes information indicating a characteristic usage mode of the air conditioner 10.
  • the setting ratio information J1 indicating the characteristic usage mode of the air conditioner 10 is, for example, information indicating a predetermined number or more of setting ratios equal to or higher than a predetermined ratio.
  • setting ratio information J1 indicating one or more setting ratios of 50% or more is defined as setting ratio information J1 indicating a characteristic usage mode of the air conditioner 10 .
  • the first facility list SL1 includes information indicating that "store E tends to set the temperature to 18° C.” as information indicating a characteristic usage mode of the air conditioner 10. including.
  • the list generator 302 for example, generates the first facility list SL1 as follows.
  • the list generator 302 acquires from the first management DB 312 all the first upload data UD1 uploaded in a predetermined period.
  • the list generating unit 302 acquires from the first management DB 312 all of the first upload data UD1 in which the upload dates and times corresponding to the predetermined period are recorded.
  • the list generation unit 302 generates one set of setting ratio information J1 as follows, targeting the first upload data UD1 having the matching facility ID among the acquired first upload data UD1. That is, the list generation unit 302 refers to the setting temperature relation information of all the target first upload data UD1, and calculates the number of setting times for each settable temperature.
  • the list generation unit 302 calculates the total number of times of setting. Next, the list generating unit 302 calculates “(calculated number of settings/sum of calculated number of settings) ⁇ 100” for each settable temperature, and calculates the setting ratio for each settable temperature. Next, the list generation unit 302 sets the numerical value displayed in the numerical value display field L to the calculated setting ratio for each settable temperature. At the time of this setting, the list generating unit 302 colors the numerical value display field L according to the setting ratio. The list generating unit 302 performs the same process for the other facility IDs, and generates the setting ratio information J1 for the other facility 1 as well.
  • the list generation unit 302 After generating the setting ratio information J1 for all the facility IDs, if the generated setting ratio information J1 indicates a characteristic usage mode of the air conditioner 10, the list generation unit 302 generates information indicating that fact. The list generation unit 302 then generates a first facility list SL1 in which the generated setting ratio information J1 is arranged for each facility. It should be noted that, when the information indicating the characteristic usage mode of the air conditioner 10 is generated, the list generation unit 302 generates the first facility list SL1 including this information.
  • FIG. 5 is a diagram showing an example of the second facility list SL2.
  • the second facility list SL2 is a list displaying a list of a plurality of facilities 1 at which ratio the set temperatures are set during the second temperature control. In other words, the second facility list SL2 shows the details of the set temperatures set during the second temperature control for the plurality of facilities 1 .
  • the second facility list SL2 has setting ratio information J1 for each facility. In the example of FIG. 5, the second facility list SL2 has set ratio information J1 for five facilities 1. In the example of FIG.
  • the setting ratio information J1 indicates the setting ratio for each settable temperature.
  • the settable temperatures are temperatures from 16° C. to 30° C. in increments of 1° C. and ventilation.
  • air blowing is also included in the concept of settable temperatures.
  • the numerical value display field L is displayed in a color corresponding to the set ratio.
  • the list generator 302 for example, generates the second facility list SL2 as follows.
  • the list generator 302 acquires from the first management DB 312 all of the second upload data UD2 uploaded in a predetermined period. Then, the list generation unit 302 generates setting ratio information J1 for each facility 1 from the obtained second upload data UD2 in the same manner as the first facility list SL1, and arranges the generated setting ratio information J1 in a second facility list. Generate SL2.
  • the list generator 302 When the generated setting ratio information J1 indicates a characteristic usage mode of the air conditioner 10, the list generator 302 generates a second facility list SL2 including information indicating that fact.
  • FIG. 6 is a diagram showing an example of the third facility list SL3.
  • the third facility list SL3 is a list displaying, for a plurality of facilities 1, how many times the set temperature was changed during the first temperature control during the time period of one day.
  • the third facility list SL3 has change frequency information J2 as usage mode information for each facility 1 .
  • the third facility list SL3 has change count information J2 for five facilities 1 .
  • the change frequency information J2 indicates the number of times the set temperature has been changed for each hour from 0:00 to 23:00.
  • the number of changes information J2 is provided with a numerical value display column L for each hourly time period from 0:00 to 23:00, and the number of times of change is displayed in the numerical value display column L.
  • Each hour-by-hour time period from 0:00 to 23:00 corresponds to the "predetermined target" of the present disclosure.
  • the color of the numerical value display column L included in the number of changes information J2 differs according to the number of times of change indicated by the numerical value display column L. FIG. In the example of FIG.
  • the numerical value display field L indicating the number of times of change from 1 time to less than 5 times is shown in a darker color than the numerical value display field L indicating the number of times of change of 0 times.
  • the numerical value display field L indicating the number of times of change from 5 times to less than 10 times is shown in a darker color than the numerical value display field L indicating the number of times of change from 1 time to less than 5 times.
  • the numerical value display field L indicating the number of times of change from 10 times to less than 15 times is displayed in a darker color than the numerical value display field L indicating the number of times of change from 5 times to less than 10 times.
  • the numerical value display column L indicating the number of changes of 15 times or more is displayed in a darker color than the numerical value display column L indicating the number of times of change of 10 times or more and less than 15 times.
  • the stepwise threshold values for differentiating the color of the numerical value display field L are not limited to the example of FIG.
  • the thresholds may be provided in multiple stages, or may be fewer.
  • the value of the threshold is not limited to the example in FIG. 6, and may be set by the administrator P to any value.
  • the third facility list SL3 includes information indicating a characteristic usage mode of the air conditioner 10.
  • the change frequency information J2 indicating the characteristic use mode of the air conditioner 10 is, for example, information indicating that the number of times of change is equal to or greater than a predetermined number in a predetermined time period. A specific example of the change count information J2 indicating this characteristic usage mode will be described with reference to FIG.
  • the list generator 302 generates the third facility list SL3 as follows.
  • the list generator 302 acquires from the first management DB 312 all the first upload data UD1 uploaded in a predetermined period.
  • the list generation unit 302 generates one piece of change count information J2 as follows, targeting the first upload data UD1 having the matching facility ID among the acquired first upload data UD1. That is, the list generating unit 302 refers to the set temperature relation information for all of the target first upload data UD1, and calculates the total number of times the set temperature has been changed for each one-hour period from 00:00 to 23:00. calculate.
  • the list generating unit 302 sets the numerical value displayed in the numerical value display field L to the calculated total numerical value for each hourly period from 0:00 to 23:00.
  • the list generating unit 302 colors the numerical value display field L according to the set number of changes.
  • the list generation unit 302 performs the same for the other facility IDs, and generates the change count information J2 for the other facility 1 as well.
  • the list generation unit 302 When the generated change count information J2 indicates a characteristic usage mode of the air conditioner 10, the list generation unit 302 generates information indicating that fact.
  • the list generation unit 302 then generates a third facility list SL3 in which the generated change count information J2 is arranged for each facility. If the generated change frequency information J2 indicates a characteristic usage mode of the air conditioner 10, the list generator 302 generates the third facility list SL3 including information indicating that fact.
  • FIG. 7 is a diagram showing an example of the fourth facility list SL4.
  • the fourth facility list SL4 is a list displaying, for a plurality of facilities 1, how many times the set temperature was changed during the second temperature control in the time period of one day.
  • the fourth facility list SL4 has change frequency information J2 for each facility. In the example of FIG. 7, the fourth facility list SL4 has change count information J2 for five facilities 1 .
  • the number of changes information J2 indicates the number of times the set temperature has been changed for each one-hour period from 0:00 to 23:00.
  • the numerical value display field L is displayed in a color corresponding to the set number of changes.
  • the fourth facility list SL4 includes information indicating a characteristic usage mode of the air conditioner 10.
  • the change frequency information J2 indicating the change frequency of 10 times or more between 16:00 and 0:00 3 times or more is defined as the change frequency information J2 indicating the characteristic usage mode of the air conditioner 10 .
  • the fourth facility list SL4 as information indicating a characteristic usage mode of the air conditioner 10, "store C tends to change the set temperature at night.” contains information about
  • the list generator 302 generates a fourth facility list SL4 as follows.
  • the list generator 302 acquires from the first management DB 312 all of the second upload data UD2 uploaded in a predetermined period. Then, the list generation unit 302 generates change count information J2 for each facility 1 from the acquired second upload data UD2 in the same manner as the third facility list SL3, and arranges the generated change count information J2 in a fourth facility list. Generate SL4. If the generated change frequency information J2 indicates a characteristic usage mode of the air conditioner 10, the list generator 302 generates a fourth facility list SL4 including information indicating that fact.
  • the graph generator 303 generates either the first graph GF1 or the second graph GF2.
  • first graph GF1 and the second graph GF2 points for each facility 1 are plotted, and the plotted points are grouped based on the degree of similarity of the manner of use of the air conditioner 10.
  • FIG. The difference between the first graph GF1 and the second graph GF2 is that the second graph GF1 shows changes over time in the usage mode of the air conditioner 10 for the facility 1 designated by the manager P, while the first graph GF1 shows changes over time show no change.
  • FIG. 8 is a diagram showing an example of the first graph GF1.
  • the first graph GF1 is a two-dimensional graph.
  • the vertical and horizontal axes of the first graph GF1 may not be mutually correlated parameters, but are preferably set to mutually correlated parameters.
  • the administrator P can grasp the tendency of which operation is prioritized in using the air conditioner 10 in each facility 1 .
  • the vertical axis is set to the parameter corresponding to the set temperature
  • the horizontal axis is set to the parameter corresponding to the operation rate of the air conditioner 10 .
  • there is a correlation between the set temperature and the operating rate of the air conditioner 10 is a case where the user operates the air conditioner 10 for a short period of time while lowering the set temperature in order to reduce the temperature in a short period of time.
  • the points of the first graph GF1 are grouped by a grouping method such as multivariate analysis.
  • the points of the first graph GF1 are of different types for each group. For example, as shown in FIG. 8, by plotting five types of points (white circle, white triangle, white square, black circle, black triangle), the points of the first graph GF1 are grouped into five groups. It is Note that the manner of grouping is not limited to differentiating the types of points, and may be the manner of differentiating the colors of the points.
  • the vertical axis corresponds to the "first axis" of the present disclosure.
  • the horizontal axis corresponds to the "second axis" of the present disclosure.
  • the graph generation unit 303 generates the first graph GF1 as follows.
  • the graph generation unit 303 acquires one piece of upload data UD with the latest upload date/time for each facility 1 from the first management DB 312 .
  • the graph generation unit 303 plots one point for each acquired upload data UD as follows. That is, the graph generating unit 303 plots points indicating the set temperature based on the upload data UD and the operation rate of the air conditioner 10 on the coordinates where the vertical axis is the set temperature and the horizontal axis is the operation rate of the air conditioner 10. do. Since the set temperature and the operation rate of the air conditioner 10 indicate the usage mode of the air conditioner 10 , the plotted points are usage mode information indicating the usage mode of the air conditioner 10 .
  • the set temperature based on the upload data ID may be either the set temperature described in the set temperature relational information of the upload data UD or the average set temperature described in the set temperature relational information of the upload data UD. Often, the highest temperature among the set temperatures described in the set temperature relation information of the upload data UD may be used.
  • the graph generating unit 303 groups the plotted points.
  • the graph generation unit 303 assigns a group ID to each grouped group, and creates a table H showing the correspondence between the types of plotted points and the assigned group IDs.
  • the graph generator 303 then generates a first graph GF1 having the plotted and grouped points and the generated table H.
  • FIG. 9 is a diagram showing an example of the second graph GF2.
  • the second graph GF2 is a two-dimensional graph.
  • the vertical and horizontal axes of the first graph GF1 may not be mutually correlated parameters, but are preferably set to mutually correlated parameters.
  • the administrator P can grasp the tendency of which operation is prioritized in using the air conditioner 10 in each facility 1 .
  • the vertical axis is set to the parameter corresponding to the set temperature
  • the horizontal axis is set to the parameter corresponding to the operating rate of the air conditioner 10 .
  • the points of the second graph GF2 are grouped in the same way as the first graph GF1.
  • the second graph GF2 has change information J3.
  • the change information J3 indicates a time-dependent change in the usage mode of the air conditioner 10 for the facility 1 specified by the administrator terminal 2 .
  • the change information J3 is an arrow.
  • the graph generation unit 303 generates the second graph GF2 as follows.
  • the graph generation unit 303 acquires one piece of upload data UD with the latest upload date/time for each facility 1 from the first management DB 312 .
  • the graph generator 303 acquires from the first management DB 312 the upload data UD with the second latest upload date and time among the upload data having the facility ID of the facility 1 specified by the administrator terminal 2 .
  • the graph generation unit 303 uses the upload data with the latest upload date and time to plot points and group them in the same manner as the first graph GF1.
  • the graph generation unit 303 plots points for the second newest upload data UD among the upload data UD of the facility 1 designated by the administrator terminal 2 .
  • the graph generation unit 303 superimposes change information J3 indicating an arrow pointing from the point corresponding to the second newest upload data UD to the point corresponding to the newest upload data UD on the coordinate system.
  • the horizontal axis shown in FIGS. 8 and 9 is the operation rate of the air conditioner 10, but other parameters may be used.
  • the horizontal axis of the graph GF may be the operating rate of the dehumidifying operation of the air conditioner 10 .
  • the horizontal axis of the graph GF may be the dehumidifying operation operating rate with respect to the total operating time of the air conditioner 10 in an engine that uses cooling.
  • parameters other than the parameters described above may be set for the vertical and horizontal axes in FIGS. 8 and 9 .
  • the vertical and horizontal axes in FIGS. 8 and 9 are parameters that are correlated with each other. Note that there is a correlation between the set temperature and the operating rate of the dehumidifying operation. As an example showing the correlation, in order to give priority to humidity, the set temperature is increased while the dehumidifying operation is frequently performed.
  • the implementation result generation unit 304 generates an implementation result image, which is an image showing the implementation result.
  • the implementation result indicates the result of implementation of the improvement item.
  • the implementation result indicated by the implementation result image includes information indicating the energy saving effect obtained by improving the use of the air conditioner 10 for each group divided in the graph GF.
  • the energy saving effect is the reduced power consumption (hereinafter referred to as "reduced power consumption").
  • the implementation result indicated by the implementation result image further includes information indicating an improvement item for which reduced power consumption equal to or greater than a predetermined standard is obtained among the improvement items assigned to each group.
  • the implementation result generation unit 304 generates an implementation result image as follows, for example. First, the implementation result generating unit 304 performs the following processing for each record stored in the second management DB 313, and obtains the reduced power consumption for each group divided in the graph GF. Specifically, the implementation result generating unit 304 obtains the average of the reduced power consumption of the facility 1 belonging to the group, and uses the average as the reduced power consumption of the group. The correspondence between groups and the facilities 1 belonging to the groups is appropriately managed by the management server 4 through ID management or the like. Here, the implementation result generator 304 obtains the reduced power consumption for each facility 1 as follows.
  • the implementation result generating unit 304 records the upload data UD in which the upload date and time corresponding to the improvement implementation period and the oldest upload date and time are recorded, and the upload date and time corresponding to the improvement implementation period and the latest upload date and time are recorded. and the uploaded data UD are obtained from the first management DB 312 . Next, for each of the two acquired upload data UD, the implementation result generation unit 304 obtains the power consumption based on the set temperature and the two operating rates recorded in the upload data UD, and calculates the difference between the obtained power consumptions. It is calculated as the reduced power consumption of Facility 1.
  • the implementation result generation unit 304 After obtaining the reduced power consumption for each group as described above, the implementation result generation unit 304 identifies the groups for which the reduced power consumption is equal to or greater than a predetermined standard, and recognizes the improvement items assigned to the identified groups. . Then, the implementation result generating unit 304 generates an implementation result image representing the implementation result including information representing the reduced power consumption calculated for each group and information representing the recognized improvement items.
  • the database processing section 305 stores the upload data UD in the first management DB 312 .
  • the database processing unit 305 receives registration request information from the administrator terminal 2 , the database processing unit 305 stores a record including various information included in the received registration request information in the second management DB 313 .
  • FIG. 10 is a flow chart showing operations of the administrator terminal 2 and the management server 3.
  • a flow chart FA shows the operation of the administrator terminal 2
  • a flow chart FB shows the operation of the management server 3.
  • the reception unit 203 receives input of the type of facility list SL requested from the management server 3 (step SA1). At step SA1, reception unit 203 receives input designating at least one of first facility list SL1, second facility list SL2, third facility list SL3, and fourth facility list SL4.
  • the terminal communication control unit 201 transmits list request information to the management server 3 (step SA2).
  • the list request information transmitted in step SA2 records the type of facility list SL received in step SA1.
  • the server communication control unit 301 receives list request information from the administrator terminal 2 (step SB1).
  • list generation unit 302 generates a facility list SL of the type described in the list request information received in step SA1 (step SB2). For example, if the list request information received in step SA1 includes a first facility list SL1 and a second facility list SL2 as the types of the facility list SL, the list generator 302 generates the first facility list SL1 and the second facility list SL2. A second facility list SL2 is generated.
  • the server communication control unit 301 transmits the image data of the facility list SL generated at step SB2 to the administrator terminal 2 (step SB3).
  • the server communication control unit 301 transmits image data of the facility list SL to the manager terminal 2 for each of the generated facility lists SL.
  • the terminal communication control unit 201 receives the image data of the facility list SL from the management server 3 (step SA3).
  • step SA4 the display control unit 202 causes the display 22 to display the facility list SL indicated by the image data received in step SA4 (step SA4).
  • step SA4 when the management server 3 has transmitted a plurality of image data, the display control section 202 displays a plurality of facility lists SL.
  • Displaying the first facility list SL1 in step SA4 has the following effects.
  • the manager P can recognize for each facility 1 which setting temperature is set at what rate in the first temperature control. Therefore, the manager P can issue appropriate improvement instructions for each facility 1 regarding the set temperature in the first temperature control.
  • displaying the second facility list SL2 in step SA4 has the following effects.
  • the administrator P can recognize for each facility 1 what set temperature is set in the second temperature control. Therefore, the administrator P can issue appropriate improvement instructions for each facility 1 regarding the set temperature in the second temperature control.
  • Displaying the third facility list SL3 in step SA4 has the following effects. That is, by displaying the third facility list SL3, the manager P can recognize how much the set temperature was changed in which time zone in the first temperature control for each facility 1 . Therefore, the manager P can issue appropriate improvement instructions for each facility 1 regarding the set temperature in the first temperature control.
  • Displaying the fourth facility list SL4 in step SA4 has the following effects. That is, by displaying the fourth facility list SL4, the administrator P can recognize for each facility 1 how much the set temperature was changed in which time zone in the second temperature control. Therefore, the administrator P can issue appropriate improvement instructions for each facility 1 regarding the set temperature in the second temperature control. Further, by displaying the fourth facility list SL4 in step SA4, the administrator P can more accurately recognize the coolness and warmth felt by the user of the air conditioner 10 compared to the third facility list SL3. Specifically, when the air conditioner 10 is operating under the first temperature control, the set temperature is less likely to change from the set temperature set by the user of the air conditioner 10 .
  • the set temperature is set high at dawn in winter, and even if it feels a little hot during the day, the discomfort may be eliminated by putting on and taking off clothes. Therefore, there is a possibility that the third facility list SL3 does not appropriately reflect the feeling of coolness that the user of the air conditioner 10 feels. However, in the second temperature control, even if the set temperature is changed, it returns to the recommended set temperature, so there is a high possibility that the user will change the set temperature many times. Therefore, there is a high possibility that the fourth facility list SL4 appropriately reflects the coolness and warmth felt by the user of the air conditioner 10 . Therefore, the administrator P can accurately recognize the coldness and warmth felt by the user of the air conditioner 10, and can issue an appropriate improvement instruction reflecting the coldness and warmth felt by the user of the air conditioner 10 for each facility 1. .
  • FIG. 11 is a flowchart showing operations of the administrator terminal 2 and the management server 3.
  • FIG. 11 a flowchart FC shows the operation of the administrator terminal 2
  • a flowchart FD shows the operation of the management server 3.
  • the reception unit 203 determines whether or not an input designating facility 1 has been received (step SC1).
  • the terminal communication control unit 201 transmits the first graph request information to the management server 3 (step SC2).
  • the first graph request information is graph request information requesting the first graph GF1.
  • the terminal communication control unit 201 transmits the second graph request information to the management server 3 (step SC3).
  • the second graph request information is information requesting the second graph GF2 and includes the facility ID of the facility 1 accepted by the accepting unit 203 .
  • the server communication control unit 301 receives the first graph request information or the second graph request information from the administrator terminal 2 (step SD1).
  • the graph generator 303 generates a graph GF (step SD2).
  • graph generator 303 When the first graph request information is received in step SD1, graph generator 303 generates first graph GF1.
  • the graph generator 303 generates a second graph GF2.
  • the second graph GF2 generated in step SD2 has change information J3 of facility 1 indicated by the facility ID included in the second graph request information.
  • the server communication control unit 301 transmits the image data of the graph GF generated at step SB2 to the administrator terminal 2 (step SD3).
  • the terminal communication control unit 201 receives the image data of the graph GF from the management server 3 (step SC4).
  • the display control unit 202 causes the display 33 to display the graph GF indicated by the image data received in step SC4 (step SC5).
  • the manager P can recognize facilities 1 in which the mode of use of the air conditioners 10 is similar. Therefore, even if there are a large number of facilities 1, the administrator P can appropriately instruct improvement of the use of the air conditioners 10 for each group in which the manner of use of the air conditioners 10 is similar. For example, by displaying the first graph GF1 in the example of FIG. Instructions can be given in groups.
  • step SA4 By displaying the second graph GF1 in step SA4, the following effects are obtained in addition to the effects of the first graph GF1.
  • the manager P since the change information J3 is displayed, the manager P can recognize how the usage of the air conditioner 10 in the designated facility 1 has changed. Therefore, the manager P can recognize the temporal change in the usage mode of the air conditioner 10 for each facility 1 and can issue further improvement instructions for each facility 1 .
  • FIG. 12 is a flow chart showing the operations of the administrator terminal 2 and the management server 3.
  • a flowchart FE is a flowchart showing the operation of the administrator terminal 2
  • a flowchart FF is a flowchart showing the operation of the management server 3.
  • the reception unit 203 receives input of improvement items and improvement implementation periods from the administrator P for each group (step SE1).
  • the terminal communication control section 201 transmits registration request information to the management server 3 (step SE2).
  • the registration request information a group ID, input improvement item information, and input improvement implementation period information are recorded in association with each other for each group.
  • the server communication control unit 301 receives registration request information from the administrator terminal 2 (step SF1).
  • step SF2 the database processing unit 305 generates a record to be stored in the second management DB 313 (step SF2).
  • step SF2 the database processing unit 305 creates a record for each group ID included in the registration request information received in step SF1.
  • the database processing unit 305 stores the record generated in step SF2 in the second management DB 313 (step SF2).
  • FIG. 13 is a flowchart showing operations of the administrator terminal 2 and the management server 3.
  • a flow chart FG shows the operation of the administrator terminal 2
  • a flow chart FH shows the operation of the management server 3.
  • the receiving unit 203 transmits implementation result request information requesting the implementation result to the management server 3 (step SG1).
  • the server communication control unit 301 receives the implementation result request information from the administrator terminal 2 (step SH1).
  • the implementation result generation unit 304 generates an implementation result image (step SH2).
  • the server communication control unit 301 transmits the image data of the implementation result image generated in step SH2 to the administrator terminal 2 (step SH3).
  • the terminal communication control unit 201 receives the image data of the implementation result image from the management server 3 (step SG2).
  • the display control unit 201 causes the display 33 to display the implementation result image indicated by the image data received in step SG2 (step SG3).
  • the management system 100 includes the air conditioners 10 and the manager terminal 2 used by the manager P who manages a plurality of facilities 1 in which the air conditioners 10 are installed.
  • the manager terminal 2 displays usage mode information, which is information indicating the usage mode of the air conditioner 10 for each of the plurality of facilities 1 .
  • the manager P can recognize how the air conditioner 10 is used for each facility 1, the manager P can appropriately instruct the facility 1 to improve the use of the air conditioner 10. can be done for each Therefore, the management system 100 can improve manageability of the facility 1 in which the air conditioner 10 is installed.
  • the administrator terminal 2 collectively displays a plurality of usage mode information.
  • the management system 100 can further improve the manageability of the facility 1 in which the air conditioner 10 is installed.
  • the administrator terminal 2 displays usage mode information indicating the usage mode of the air conditioner 10 for a predetermined target.
  • the manager P can recognize how the air conditioner 10 is used for a predetermined target, the manager P can improve the use of the air conditioner 10 more appropriately. Instructions can be given for each facility. Therefore, the management system 100 can further improve the manageability of the facility 1 in which the air conditioner 10 is installed.
  • the administrator terminal 2 displays information indicating the characteristic usage mode of the air conditioner 10 together with the usage mode information.
  • the management system 100 can further improve the manageability of the facility 1 in which the air conditioner 10 is installed.
  • the air conditioner 10 performs the second temperature control to return the set temperature to the state before the change on condition that a predetermined time has elapsed after the set temperature of the room to be conditioned was changed.
  • the usage mode information indicates the number of times the set temperature of the room to be air-conditioned is changed in the second temperature control.
  • the manager P since the manager P can accurately recognize the coolness and warmth felt by the user of the air conditioner 10, the manager P can give more appropriate improvement instructions for the use of the air conditioner 10 for each facility 1. can do Therefore, the management system 100 can further improve the manageability of the facility 1 in which the air conditioner 10 is installed.
  • the administrator terminal 2 displays a graph in which usage mode information is plotted as points for each facility 1 and the points are grouped based on the degree of similarity of usage modes of the air conditioners 10 .
  • the manager P can recognize facilities 1 with similar usage patterns of the air conditioners 10 . Therefore, the administrator P can issue an improvement instruction regarding the use of the air conditioner 10 in units of groups in which the manner of use of the air conditioner 10 is similar. Therefore, the management system 100 can improve the manageability of the facility 1 in which the air conditioner 10 is installed.
  • Graph GF is a two-dimensional graph.
  • the parameters on the vertical axis of the graph GF and the parameters on the horizontal axis of the graph GF are parameters that correlate with each other in the operation of the air conditioner 10 .
  • the administrator P can determine which mode of use of the air conditioner 10 is prioritized in the facility 1. It becomes possible to recognize whether or not for each facility. Therefore, the administrator P can issue appropriate improvement instructions regarding the use of the air conditioner 10 for each group in which the mode of use of the air conditioner 10 is similar. Therefore, the management system 100 can further improve the manageability of the facility 1 in which the air conditioner 10 is installed.
  • the parameter on the vertical axis indicates the set temperature of the room to be conditioned by the air conditioner 10 .
  • a parameter on the horizontal axis is a parameter indicating the operating rate of the dehumidifying operation of the air conditioner 10 .
  • the manager P recognizes what kind of operation rate of the dehumidification operation is in relation to the set temperature for each facility 1, so that the manager P can determine which operation is performed by each facility 1. Prioritized or manageable. Therefore, the administrator P can issue appropriate improvement instructions for each facility 1 with respect to the set temperature and the operation rate of the dehumidifying operation.
  • the parameter on the vertical axis indicates the set temperature of the room to be conditioned by the air conditioner 10 .
  • a parameter on the horizontal axis is a parameter indicating the operation rate of the air conditioner 10 .
  • the administrator P recognizes for each facility 1 how the operation rate of the air conditioning apparatus 10 with respect to the set temperature is, so that which operation is prioritized by each facility 1. manageable. Therefore, the administrator P can issue appropriate improvement instructions for the set temperature and the operation rate of the air conditioner 10 .
  • Graph GF shows changes over time in the usage of the air conditioner 10 .
  • the administrator P can recognize how the mode of use of the air conditioner 10 has changed. Therefore, the administrator P can issue further improvement instructions for each facility 1 .
  • An improvement item for use of the air conditioner 10 is assigned to each of the groups grouped in the graph GF.
  • the administrator terminal 2 displays information indicating the energy saving effect obtained by implementing the assigned improvement items for each group.
  • the administrator P can recognize how much energy saving effect is obtained by implementing the improvement items for each group, so the administrator P can take effective improvement measures for each group. . Therefore, the management system 100 can improve manageability of the facility 1 .
  • the administrator terminal 2 displays information indicating improvement items for which an energy saving effect equal to or greater than a predetermined standard has been obtained among the improvement items assigned to the group.
  • the management system 100 can improve the manageability of the facility 1 .
  • the administrator terminal 2 includes a plurality of For each facility 1, usage mode information, which is information indicating the usage mode of the air conditioner 10, is displayed.
  • An administrator terminal 2 used by an administrator P who manages a plurality of facilities 1 in which the air conditioners 10 are installed receives usage mode information, which is information indicating usage modes of the air conditioners 10 for each of the plurality of facilities 1.
  • usage mode information which is information indicating usage modes of the air conditioners 10 for each of the plurality of facilities 1.
  • a display control unit 201 for displaying is provided.
  • the control program 211 controls the terminal processor 200 of the administrator terminal 2 used by the administrator P who manages the plurality of facilities 1 in which the air conditioners 10 are installed, for each of the plurality of facilities 1, the mode of use of the air conditioners 10. It functions as a display control unit 202 that displays usage mode information, which is information indicating .
  • Embodiment 2 Next, Embodiment 2 will be described.
  • the administrator terminal 2 of the second embodiment displays a third graph GF3 and a fourth graph GF4.
  • FIG. 14 is a diagram showing an example of the third graph GF3.
  • a third graph GF3 is a graph showing at what timing the set temperature was changed during the first temperature control in the time zone of one day.
  • the horizontal axis of the third graph GF3 indicates the time zone of one day in increments of one hour.
  • a first vertical axis of the third graph GF3 indicates temperature.
  • a second vertical axis of the third graph GF3 indicates power consumption.
  • a third graph GF3 shows the JMA outside air temperature in a time zone of one day.
  • the Meteorological Agency outside temperature is the outside air temperature announced by the Meteorological Agency.
  • a third graph GF3 indicates the temperature inside the store during the time period of the day.
  • the in-store temperature is the average temperature in the facility 1 detected by the air conditioner 10 .
  • the in-store temperature is the average temperature in the facility 1 detected by the two air conditioners 10 .
  • a third graph GF3 shows the intake temperature during the time period of the day.
  • the suction temperature is the temperature inside the facility 1 detected by the air conditioner 10 .
  • a third graph GF3 indicates the power consumption of the air conditioner 10 in a time period of one day.
  • the third graph GF3 includes icons IC.
  • Icon IC is an icon that indicates the timing at which the set temperature is changed.
  • an icon resembling a hand is exemplified as the icon IC, but the pattern of the icon IC is not limited to a hand.
  • the icon IC is displayed at the position corresponding to the time when the set temperature was changed in the third graph GF3. It can be seen from the third graph GF3 shown in FIG. 3 that the set temperature is changed eight times in one day.
  • FIG. 15 is a diagram showing an example of the fourth graph GF4.
  • a fourth graph GF4 is a graph showing at what timing the set temperature was changed during the second temperature control in the time zone of one day.
  • the horizontal axis of the fourth graph GF4 indicates the time zone of one day in increments of one hour.
  • a first vertical axis of the fourth graph GF4 indicates temperature.
  • a second vertical axis of the fourth graph GF4 indicates power consumption.
  • the fourth graph GF4 shows the JMA outside air temperature during the time period of the day, the indoor temperature during the time period of the day, the intake temperature during the time period of the day, and the air temperature during the time period of the day.
  • the power consumption of the harmony device 10 is shown.
  • the fourth graph GF4 includes icons IC.
  • Icon IC is an icon that indicates the timing at which the set temperature is changed.
  • the icon IC is displayed at the position corresponding to the time when the set temperature was changed in the fourth graph GF4. It can be seen from the fourth graph GF4 shown in FIG. 4 that the set temperature is changed twice in one day.
  • the administrator terminal 2 requests the server device 3 to generate at least one of the third graph GF3 and the fourth graph GF4, and the graph generator 303 of the server device 3 generates a graph corresponding to the request.
  • the server device 3 transmits the graph data generated by the graph generating unit 303 to the administrator terminal 2, and the administrator terminal 2 generates the third graph GF3 and the fourth graph GF4. display at least one of
  • the first upload data D1 of the present embodiment further records a combination of the temperature in the facility 1 detected by the air conditioner 10 in one day and the date and time when the temperature was detected. Then, the graph generator 303 of this embodiment generates the third graph GF3 as follows, for example.
  • the date designated by the manager P and the facility ID of the facility 1 designated by the manager P are recorded in the request from the manager terminal 2 .
  • the graph generation unit 303 generates the first upload data D1 in which the date and time of upload corresponding to the date recorded in the request from the administrator terminal 2 is recorded, and the facility recorded in the request from the administrator terminal 2 All the first upload data D1 in which the ID is recorded are obtained from the first management DB 312 .
  • the graph generation unit 303 accesses the database of the Japan Meteorological Agency and acquires the data of the outside air temperature and the outside air humidity of the Japan Meteorological Agency recorded in the request from the administrator terminal 2 from the database of the Japan Meteorological Agency.
  • the graph generation unit 303 generates a graph of the in-store temperature and the suction temperature for one day from the combination of the temperature inside the facility 1 recorded in the acquired first upload data D1 and the date and time of detection. Further, the graph generation unit 303 generates a graph of the JMA outside temperature and the JMA outside air humidity for one day from the acquired JMA outside temperature and JMA outside humidity data. Further, the graph generation unit 303 obtains hourly power consumption in a day based on the set temperatures and the two operating rates recorded in the acquired first upload data D1.
  • the graph generation unit 303 includes a graph of the indoor temperature, a graph of the intake temperature, a graph of the outside temperature of the Japan Meteorological Agency, a graph of the outside temperature of the Japan Meteorological Agency, and a graph showing the obtained power consumption, and acquires first upload data.
  • a third graph GF3 is generated in which the icon IC is displayed at the time corresponding to the change date and time recorded in D1.
  • the graph generating unit 303 uses the second upload data D2 in which the upload date and time corresponding to the date recorded in the request from the administrator terminal 2 is recorded, and the administrator terminal 2 acquires from the second management DB 313 all of the second upload data D2 in which the facility ID recorded in the request from 2 is recorded.
  • the graph generator 303 then generates a fourth graph GF4 in the same manner as the third graph GF3.
  • the manager P since the manager P can easily grasp at what timing the set temperature was changed in the time zone of the day, the manager P can appropriately improve the use of the air conditioner 10. Instructions can be given for each facility. Therefore, the management system 100 can improve manageability of the facility 1 in which the air conditioner 10 is installed. In particular, since the third screen G3 and the fourth screen G4 can be compared, the manager P can grasp which temperature control is suitable for each facility 1, so that the facility where the air conditioner 10 is installed can The manageability of 1 can be further improved.
  • Embodiment 3 Next, Embodiment 3 will be described.
  • the administrator terminal 2 of Embodiment 3 displays the change frequency of the set temperature per unit period (for example, one day) in a predetermined period (for example, one week) for each of the first temperature control and the second temperature control. do.
  • the administrator terminal 2 requests a report from the server device 3, and the server device 3 generates the report.
  • this report is a document that records the frequency of change in set temperature per unit period in a predetermined period for each of the first temperature control and the second temperature control.
  • the management system 1000 of the present embodiment transmits report data generated by the server device 3 to the administrator terminal 2, and the administrator terminal 2 displays the report, thereby increasing the set temperature per unit period in a predetermined period. View change frequency.
  • the facility ID of facility 1 specified by administrator P is recorded in the report request from administrator terminal 2.
  • the server processor 300 acquires from the first management DB 312 all of the first upload data D1 in which the facility ID recorded in the request from the administrator terminal 2 is recorded.
  • the server processor 300 also acquires from the second management DB 313 all of the second upload data D2 in which the facility ID recorded in the request from the administrator terminal 2 is recorded. Then, the server processor 300 calculates the change frequency of the set temperature per unit period in the predetermined period, and generates a report recording the calculated change frequency.
  • the administrator terminal 2 displays the change frequency of the set temperature per unit period in the predetermined period for each of the first temperature control and the second temperature control.
  • the manager P can easily grasp how much the set temperature is changed per unit period, so that the manager P can appropriately instruct the use of the air conditioner 10 to be improved for each facility 1. . Therefore, the management system 100 can improve manageability of the facility 1 in which the air conditioner 10 is installed.
  • the manager P can grasp which temperature control is suitable for each facility 1 . Therefore, it is possible to further improve the manageability of the facility 1 in which the air conditioner 10 is installed.
  • the report displayed in the third embodiment may record information indicating the degree of comfort in the facility 1.
  • the degree of comfort in the facility 1 is an index indicating how comfortable the facility 1 is.
  • the information indicating the degree of comfort recorded in the report may be information with different numerical values or patterns depending on the frequency of change of the set temperature recorded in the report.
  • the first embodiment has been described as an example disclosed in the present application.
  • the technology in the present disclosure is not limited to this, and can also be applied to embodiments with modifications, replacements, additions, omissions, and the like.
  • the display control unit 202 is exemplified as the "output control unit" of the present disclosure. That is, in Embodiment 1 described above, the display is exemplified as the mode of outputting information to the administrator P.
  • the mode of outputting the information to the administrator P is not limited to display, and may be another mode such as printing.
  • the “information processing device” of the present disclosure may be a printing device.
  • the management server 3 is configured to generate the facility list SL, the graph GF, and the implementation result image.
  • the administrator terminal 2 may generate the facility list SL, the graph GF, and the implementation result image.
  • the terminal processor 200 of the administrator terminal 2 functions as a list generator 302, a graph generator 303, and an implementation result generator 304.
  • the terminal communication control unit 201 of the terminal processor 200 receives information and data necessary for generation by each generation unit from the management server 3 . Then, the list generator 302, the graph generator 303, and the implementation result generator 304 functioning on the terminal processor 200 generate each image from the received data.
  • the management system 100 is configured to include the management server 3 . However, in other embodiments, the management system 100 may not have the management server 3 .
  • the air conditioner 10 transmits the upload data UD to the administrator terminal 2.
  • the terminal memory 210 stores a first management DB 312 and a second management DB 313 .
  • the terminal processor 200 further functions as a list generator 302 , graph generator 303 , implementation result generator 304 and database processor 305 . Thereby, the configuration of the management system 100 can be simplified.
  • FIG. 6 shows how many times the set temperature was changed during the first temperature control in the time period of one day
  • FIG. 6 shows how many times the set temperature was changed during the first temperature control in the time period of one day
  • FIG. 6 shows how many times the set temperature was changed during the first temperature control in the time period of one day
  • FIG. 6 shows how many times the set temperature was changed during the first temperature control in the time period of one day
  • the present invention is not limited to this configuration, and the number of times the set temperature was changed during the first temperature control and the second temperature control for each predetermined condition is shown. It would be nice if you could show it. For example, it may indicate how many times the set temperature was changed during the first temperature control or the second temperature control for each outside temperature, or how many times the set temperature was changed during the first temperature control or the second temperature control for each day. It may also indicate whether the number of times has been changed. Also, it may indicate how many times the set temperature was changed during the first temperature control and the second temperature control for each day of the week.
  • the manager P can estimate the feeling of coldness at each location 1 for each outside temperature. , appropriate measures can be taken.
  • part-time staff at each site 1 are often assigned shifts on specific days of the week and time slots, it indicates how many times the set temperature was changed during the first temperature control and the second temperature control for each day of the week. Based on the information and information indicating how many times the set temperature was changed during the first temperature control and the second temperature control in the time period of one day, the mode of use of the air conditioner 10 by each part-time staff is estimated. Therefore, appropriate countermeasures can be taken.
  • the upload data UD includes two types of operation rates.
  • the management server 3 may obtain these two types of operating rates.
  • the upload data UD records, for example, the time the air conditioner 10 was powered on and the time the air conditioner 10 performed the dehumidifying operation.
  • the processor of the air conditioning control device, the terminal processor 200, and the server processor 300 may be composed of a single processor, or may be composed of multiple processors. These processors may be hardware programmed to implement corresponding functional units. That is, these processors may be composed of, for example, ASIC (Application Specific Integrated Circuit) or FPGA (Field Programmable Gate Array).
  • ASIC Application Specific Integrated Circuit
  • FPGA Field Programmable Gate Array
  • each device of the management system 100 shown in FIGS. 1, 2, and 3 is an example, and the specific implementation is not particularly limited. In other words, it is not always necessary to mount hardware corresponding to each part individually, and it is possible to have a configuration in which one processor executes a program to realize the function of each part. Further, part of the functions implemented by software in the above-described embodiments may be implemented by hardware, or part of the functions implemented by hardware may be implemented by software.
  • the operation step units shown in FIGS. 10 to 13 are divided according to the main processing content in order to facilitate understanding of the operation, and the operation is limited depending on how the processing unit is divided and the name. never It may be divided into more steps depending on the processing contents. Also, one step unit may be divided to include more processes. Also, the order of the steps may be changed as appropriate within the scope of the present disclosure.
  • the management system, the control method of the management system, the information processing device, and the program according to the present invention are used for outputting the mode of use of the air conditioner to the administrator of the facility in which the air conditioner is installed. Available.

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PCT/JP2023/007217 2022-02-28 2023-02-28 管理システム、管理システムの制御方法、情報処理装置、及びプログラム WO2023163199A1 (ja)

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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS54162052U (enrdf_load_stackoverflow) * 1978-05-02 1979-11-13
JP2004053103A (ja) * 2002-07-18 2004-02-19 Daikin Ind Ltd 省エネルギ効果確認装置および省エネルギ効果確認方法
JP2005055144A (ja) * 2003-08-07 2005-03-03 Toshiba Kyaria Kk 空気調和機
JP2008157533A (ja) * 2006-12-22 2008-07-10 Daikin Ind Ltd 空調管理装置
JP2010025504A (ja) * 2008-07-23 2010-02-04 Daikin Ind Ltd 群管理装置および群管理システム
US20100324962A1 (en) * 2009-06-22 2010-12-23 Johnson Controls Technology Company Smart building manager

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS54162052U (enrdf_load_stackoverflow) * 1978-05-02 1979-11-13
JP2004053103A (ja) * 2002-07-18 2004-02-19 Daikin Ind Ltd 省エネルギ効果確認装置および省エネルギ効果確認方法
JP2005055144A (ja) * 2003-08-07 2005-03-03 Toshiba Kyaria Kk 空気調和機
JP2008157533A (ja) * 2006-12-22 2008-07-10 Daikin Ind Ltd 空調管理装置
JP2010025504A (ja) * 2008-07-23 2010-02-04 Daikin Ind Ltd 群管理装置および群管理システム
US20100324962A1 (en) * 2009-06-22 2010-12-23 Johnson Controls Technology Company Smart building manager

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