JP6098004B2 - Air conditioning management device, air conditioning management system - Google Patents

Description

  The present invention relates to an air conditioning management device and an air conditioning management system.

  In recent years, social demands for energy conservation have increased.

  However, as an actual condition of air conditioning management, air conditioning devices such as cooling and heating are not necessarily operated appropriately from the viewpoint of comfort and energy saving. In particular, for indoor air conditioning management (for example, temperature management) in which energy saving and comfort are intricately related, a customary target temperature is set for ease of management.

  On the other hand, for example, users in offices, stores, factories, and the like are in an air conditioning environment managed by an administrator, and some users are unhappy with the fact that their air conditioning environment cannot be controlled.

  In view of this, a method has been proposed in which user requests for the air-conditioning environment are collected from input terminals operated by each individual and air-conditioning management is performed based on the collected requests (see, for example, Patent Document 1).

JP 2007-255835 A

  Generally, when performing indoor air conditioning management, the indoor air conditioning environment is affected by the outdoor environment (outside temperature, etc.). However, since air-conditioning management is performed without sufficiently considering the outdoor environment such as the outside air temperature, the indoor space may not always be kept in a comfortable state for the user. Furthermore, the comfortable air-conditioning environment varies from user to user.

  This invention is made | formed in view of the said reason, The objective is to provide the air-conditioning management system which can implement | achieve the comfort of the air-conditioning environment suitable for the user in consideration of the outdoor environment. is there.

The air-conditioning management apparatus of the present invention is an air-conditioning management apparatus that manages the operation of an air-conditioning apparatus that varies the temperature of a space to be air-conditioned, an operation history acquisition unit that acquires an operation history of the air-conditioning apparatus, and the space a information to the user that is present and rated the spatial temperature, evaluation regarded as uncomfortable, and the evaluation information acquisition unit that acquires evaluation information that includes an evaluation that can be regarded as being comfortable, the space, or the space outside An environmental information acquisition unit that acquires environmental information related to the environment, a storage unit that stores the driving history, the evaluation information, and the environmental information in association with each other in a time series, the storage unit, and the evaluation of the information, based on the evaluation result of extracting evaluation information that can be regarded as the comfortable, the evaluation the operating history and the environment information associated with the information that can be regarded as the comfortable, the Characterized in that it comprises a algorithm generating unit for generating an operation algorithm that directs the operation of the air conditioning system in accordance with the state of the boundary.

  In the present invention, the operation history is a history of a target temperature of the air conditioner, and the algorithm generation unit is configured based on the operation history and the environment information, and the one or more of the environmental states are the same. It is preferable to average the target temperature and generate the operation algorithm using the averaged target temperature.

In this invention, each operation of the air conditioner that varies the temperature of each of the plurality of spaces is managed, the operation history acquisition unit acquires the operation history for each air conditioner, and the evaluation information acquisition unit includes: The evaluation information is acquired for each space, the environment information acquisition unit acquires the environment information for each space, and the storage unit stores the driving history, the evaluation information, and the environment information for each space. Are preferably stored in association with each other in time series .
In the present invention, the algorithm generation unit may determine whether the state of the environment is based on the driving history and the environment information associated with the evaluation information in which the evaluation result matches the predetermined condition in all the spaces. A target temperature threshold value for grouping is determined from one or more target temperatures that are the same, and the operation associated with the evaluation information whose evaluation result matches the predetermined condition for each space. Based on the history and the environment information, one or more target temperatures having the same environmental state are averaged, and the averaged target temperature is compared with the threshold value, so that each of the plurality of spaces is determined. Based on the driving history and the environment information that are grouped for each state of the environment, and for each group, the evaluation result associated with the evaluation information that matches the predetermined condition, One or a plurality of target temperature condition of the serial environment is the same averaging, it is preferable to generate the operation algorithm using the averaged target temperature for each of the groups.

The air conditioning management system of the present invention includes an air conditioner that varies the temperature of a space to be air-conditioned, an air conditioning management device that manages the operation of the air conditioner, and an evaluation in which a user existing in the space evaluates the space temperature. An input device that inputs information; and an environment detection unit that detects environmental information related to the environment inside or outside the space; and the air conditioning management device includes an operation history acquisition unit that acquires an operation history of the air conditioner; An evaluation information acquisition unit that acquires the evaluation information including an evaluation that can be regarded as uncomfortable, and an evaluation that can be regarded as comfortable, an environmental information acquisition unit that acquires the environmental information, the driving history, the evaluation information, and the environment a storage unit in association with each other along the time series information, by referring to the storage unit, among the evaluation information, extracts the evaluation information that can be regarded as the evaluation result is comfortable the Based on the evaluation the operating history and the environment information associated with the information that can be regarded as the comfortable, the algorithm generating unit for generating an operation algorithm that directs the operation of the air conditioning system in accordance with the state of the environment It is characterized by providing.

  As described above, according to the present invention, air conditioning control corresponding to the external environment can be performed using only data evaluated as comfortable by the user. Therefore, there is an effect that the comfort of the air-conditioning environment suitable for the user can be realized in consideration of the outdoor environment.

It is a block diagram which shows the structure of the air-conditioning management system of Embodiment 1. It is a block diagram which shows the whole structure same as the above. It is a table figure which shows the data of a memory | storage part same as the above. It is a flowchart figure which shows the preparation process of a control algorithm same as the above. It is an algorithm figure which shows a control algorithm same as the above. It is a block diagram which shows the whole structure of the air-conditioning management system of Embodiment 2. It is a block diagram which shows a structure same as the above. FIG. 6 is a configuration diagram illustrating an overall configuration of a third embodiment. It is a flowchart figure which shows the preparation process of a control algorithm same as the above. It is an algorithm figure which shows a control algorithm same as the above.

  Hereinafter, embodiments of the present invention will be described with reference to the drawings.

(Embodiment 1)
FIG. 2 shows the overall configuration of the air conditioning management system of this embodiment. The air conditioning management system includes an air conditioner 1, a controller 2, an input device 3, a home gateway 4, a center server 5, and an information server 6. The controller 2 and the center server 5 constitute the air conditioning management device of the present invention.

  The air conditioner 1 and the input device 3 are installed in a space H (for example, a floor in a building, each room, or a wide public area) where the air conditioning environment is managed by this system. The air conditioner 1, the controller 2, and the input device 3 are connected to the home network NT1, and the home network NT1 is connected to the Internet NT2 via the home gateway 4, and the center server 5 and the information server 6 are connected to the Internet NT2. Exists on. The home network NT1 may use any of power line carrier communication, communication using a LAN cable, communication using a dedicated cable, and wireless communication.

  FIG. 1 shows a block configuration of an air conditioning management system. In FIG. 1, the home gateway 4 is omitted.

  The air conditioner 1 has a function of an air conditioner that changes the temperature (thermal environment) of the space H. The air conditioner 1 includes an operation unit 1a. When the user operates the operation unit 1a, operation / stop, a target temperature, and the like are set. Further, the air conditioner 1 is also set to run / stop, target temperature, etc. by remote control by the controller 2. The air conditioner 1 also has a function of transmitting information on actual operation history (history of operation / stop, target temperature, etc.) to the controller 2.

  The controller 2 includes a device controller 2a, a receiver 2b, a transmitter 2c, and a questionnaire generator 2d.

  The device control unit 2a is connected to the home network NT1 and remotely controls the air conditioner 1 by operating / stopping the air conditioner 1 and setting a target temperature.

  The receiving unit 2b is connected to the home network NT1 and receives information from the air conditioner 1 and the input device 3. This receiving part 2b comprises the evaluation information acquisition part and driving | operation history acquisition part of this invention.

  The transmission unit 2 c is connected to the home network NT 1, transmits information to the input device 3, and transmits information to the center server 5 via the home gateway 4.

  The questionnaire generation unit 2d creates image data of the thermal sensation questionnaire, and transmits the image data of the thermal sensation questionnaire to the input device 3 from the transmission unit 2c.

  The center server 5 includes a reception unit 5a, a storage timing control unit 5b, a storage unit 5c, an algorithm generation unit 5d, a device control unit 5e, a questionnaire timing control unit 5f, and a transmission unit 5g.

  The receiving unit 5a receives information from the controller 2 and the information server 6 via the Internet NT2.

  The storage timing control unit 5b sets the timing for storing various information in the storage unit 5c.

  The storage unit 5c stores various types of information.

  The algorithm generation unit 5d creates a control algorithm for setting the operation / stop timing of the air conditioner 1 and a target temperature, and the device control unit 5e transmits the control algorithm to the controller 2.

  The questionnaire timing control unit 5f determines the creation timing of the thermal sensation questionnaire, and transmits an instruction to create the thermal sensation questionnaire from the transmission unit 5g to the controller 2 at the creation timing of the thermal sensation questionnaire.

  Next, the operation of the air conditioning management system will be described.

  First, the air conditioner 1 transmits past operation history information (each history of operation / stop, target temperature, etc.) to the controller 2. The transmission timing of this operation history information is, for example, when the settings (operation / stop, target temperature) of the air conditioner 1 are manually set by operating the operation unit 1a at regular intervals. In addition, information on the installation location of the air conditioner 1 (living room, kitchen, etc.) is added to the operation history information.

  In the controller 2, the reception unit 2 b acquires the operation history information from the air conditioner 1, and the transmission unit 2 c transmits the operation history information to the center server 5. In the center server 5, the receiving unit 5 a acquires operation history information from the controller 2.

  And the questionnaire timing control part 5f of the center server 5 sets the preparation timing of a thermal sensation questionnaire regularly in the initial mode (training mode) which this system started. In addition, after a certain period of time has elapsed after the system is started up, the initial mode is completed and the mode is changed to the normal mode. In this normal mode, the questionnaire timing control unit 5f, when a driving history different from the control algorithm created by the algorithm generation unit 5d occurs (for example, during manual setting by the operation of the operation unit 1a, etc.), Set the creation timing.

  The questionnaire timing control unit 5f transmits an instruction to create a thermal sensation questionnaire to the controller 2 at the above-described creation timing.

  Upon receiving an instruction to create a thermal sensation questionnaire, the questionnaire generation unit 2 d of the controller 2 creates image data of the thermal sensation questionnaire and transmits the created image data of the thermal sensation questionnaire to the input device 3.

  The input device 3 is an information terminal such as a personal computer, a mobile phone, a portable information terminal, or a dedicated terminal, and includes an operation unit operated by a user, a screen for displaying image data, and the like. The input device 3 displays the image data of the thermal sensation questionnaire on the screen, and the user operates the operation unit to answer the thermal sensation questionnaire.

  For example, the questionnaire generation unit 2d has a WEB server function and creates content including image data of a thermal sensation questionnaire. In this case, when the questionnaire generation unit 2d receives an instruction to create a thermal sensation questionnaire, the questionnaire generation unit 2d transmits an answer request for the thermal sensation questionnaire to the input device 3 by email or the like. The user who has received the response request operates the input device 3, and the input device 3 accesses the questionnaire generation unit 2d, and acquires content including image data of the thermal sensation questionnaire from the questionnaire generation unit 2d. That is, the input device 3 can download necessary information such as a thermal sensation questionnaire from the questionnaire generation unit 2d and upload information through client software having a browser function.

  The thermal sensation questionnaire is a screen on which the user of the input device 3 existing in the space H inputs evaluation information indicating an evaluation of the temperature of the space H. Here, "+3" feels too hot, "+2" feels hot, "+1" feels slightly hot, "0" feels just right, "-1" feels slightly cold, "-2" feels cold Use a 7-point rating of "-3" that feels too cold.

  Then, the input device 3 uploads the evaluation information in which the evaluation result is input by the user's operation to the controller 2. The controller 2 transmits the evaluation information acquired from the input device 3 by the receiving unit 2b to the center server 5.

  The receiving unit 5 a of the center server 5 acquires evaluation information via the controller 2. Further, the receiving unit 5 a of the center server 5 acquires the operation history information of the air conditioner 1 via the controller 2.

  The information server 6 stores environmental information (outside temperature, humidity, etc.) related to the weather including the location of the space H as needed, and the receiving unit 5a of the center server 5 acquires the environmental information from the information server 6. That is, the information server 6 constitutes the environment detection unit of the present invention, and the reception unit 5a of the center server 5 constitutes the environment information acquisition unit of the present invention.

  The evaluation information is added with a time stamp indicating the time when the evaluation information is input in the input device 3. In addition, the operation history information is added with a time stamp indicating the time for each event such as operation / stop of the air conditioner 1, operation such as changing the target temperature, or operation state change. The environment information is added with a time stamp indicating the measurement time such as the outside air temperature and humidity.

  Then, the storage timing control unit 5b of the center server 5 determines at which time each information is stored in the storage unit 5c based on the time stamps of the evaluation information, the driving history information, and the environment information. This time includes, for example, a predetermined time every day, a time when the air conditioner 1 is operated by the user (operation / stop operation time, target temperature changing operation time), and the presence / absence of a person in the space H. There is a time when the absence state changes (using a human detection means timing (not shown)).

  The storage timing control unit 5b sequentially stores the evaluation information, the driving history information, and the environment information at each time (or in the vicinity of each time) determined as described above in association with each other in the storage unit 5c. That is, in the storage unit 5c, evaluation information, driving history information, and environmental information at each time determined by the storage timing control unit 5b are stored in association with each other in a time series as shown in FIG. FIG. 3 shows a table format in which time, thermal sensation evaluation information, operation history, and environmental information correspond to each other. The operation history includes the installation location of the air conditioner 1, the operation / stop state of the air conditioner 1, and the air conditioner 1. Each item has a target temperature.

  And the algorithm production | generation part 5d of the center server 5 determines the optimal control algorithm of the air conditioning apparatus 1 regularly based on each information accumulate | stored in the memory | storage part 5c, and updates a control algorithm.

  FIG. 4 is a flowchart showing a process for creating a control algorithm by the algorithm generator 5d. Here, outside temperature is used as environmental information. Further, the air conditioner 1 performs a cooling operation in summer.

  First, the algorithm generation unit 5d reads from the storage unit 5c only the data corresponding to the evaluation values of the evaluation information “−1”, “0”, “+1” among the data in the predetermined period until the current time ( S1). That is, the algorithm generation unit 5d uses only data in a range in which the evaluation with respect to the temperature of the space H can be regarded as comfortable in the following processing. Next, the algorithm generation unit 5d classifies the data read from the storage unit 5c for each installation location of the air conditioner 1 (S2), and starts an estimation process for each installation location (S3).

  And the algorithm production | generation part 5d statistically calculates the external temperature Ton when the air conditioner 1 starts an operation based on the history of the external temperature when the operation / stop state of the air conditioner 1 is switched from the stop to the operation. Estimate (S4).

  For example, the history of the outside air temperature when the operation / stop state of the air conditioner 1 is switched from the stop to the operation is Ta1, Ta2,. . . , Tan, Ton = (Ta1 + Ta2 + ... + Tan) / N. That is, the average value of the outside air temperature when the operation / stop state of the air conditioner 1 is switched from the stop to the operation is the outside air temperature Ton.

  Next, the algorithm generation unit 5d statistically estimates the outside air temperature Toff when the air conditioner 1 stops based on the history of the outside air temperature when the operation / stop state of the air conditioner 1 is switched from operation to stop. (S5).

  For example, the history of the outside air temperature when the operation / stop state of the air conditioner 1 is switched from operation to stop is expressed as Tb1, Tb2,. . . , Tbn, Toff = (Tb1 + Tb2 + ... + Tbn) / N. That is, the average value of the outside air temperature when the operation / stop state of the air conditioner 1 is switched from the operation to the stop is the outside air temperature Toff.

  Next, the algorithm generation unit 5d statistically estimates the target temperature Tm that is set when the air conditioner 1 is in operation, corresponding to the outside temperature based on the history of the target temperature and the outside temperature (S6). ).

  For example, the history of the target temperature of the air conditioner 1 when the outside air temperature is Td1 is Te1, Te2,. . . , Ten, Tma = (Te1 + Te2 + ... + Ten) / N. That is, the average value of the target temperatures when the outside air temperature is Td1 is the target temperature Tma.

  Similarly, the average value of the target temperature when the outside air temperature is Td2 is set as the target temperature Tmb, and the average value of the target temperature when the outside air temperature is Td3 is set as the target temperature Tmc. Ask for.

  And the algorithm production | generation part 5d determines whether the process of step S3-S6 was completed about all the installation places (S7). If the processes in steps S3 to S6 have not been completed for all installation locations, the process returns to step S3, the installation locations are changed, and the above-described processing is repeated. When the processes of steps S3 to S6 are completed for all the installation locations, the process of this flowchart is terminated.

  And the algorithm production | generation part 5d is air-conditioning based on each estimation result of the outside temperature Ton when the air conditioner 1 starts operation, the outside temperature Toff when the air conditioner 1 stops, and the target temperature Tm for every outside temperature. The optimal control algorithm of the device 1 is determined.

  For example, FIG. 5 is an example of a control algorithm determined by the algorithm generation unit 5d.

  The outside air temperature Ton when the air conditioner 1 starts operation and the outside air temperature Toff when the air conditioner 1 stops are both the outside air temperature T1. That is, if it is less than outside temperature T1, air conditioner 1 will stop, and if it is outside temperature T1 or more, air conditioner 1 will start operation. When T1 ≦ outside air temperature <T2, the target temperature Tm12 of the air conditioner 1 is set. When T2 ≦ outside air temperature, the target temperature Tm11 (<Tm12) of the air conditioner 1 is set.

  Then, the device control unit 5e transmits this control algorithm to the controller 2. The device control unit 2a of the controller 2 performs remote control of the air conditioner 1 by operating / stopping the air conditioner 1, setting a target temperature, and the like based on this control algorithm.

  Further, the controller 2 may present the control algorithm to the user with an image or the like, and prompt the manual operation of the air conditioner 1 according to the control algorithm.

  Moreover, as environmental information, the humidity outside the room or the like may be used in addition to the outside temperature, or the outside temperature and the humidity may be used in combination.

  The control algorithm is regularly updated, and an optimal control algorithm reflecting the usage of the user can always be used.

  Thus, in the present embodiment, air conditioning control corresponding to the external environment can be performed using only data that is evaluated as comfortable by the user. Therefore, in this system, the comfort of the air-conditioning environment suitable for the user can be realized in consideration of the outdoor environment.

  In addition, although average value calculation was used for derivation | leading-out of outside temperature Ton, outside temperature Toff, and target temperature Tm, you may derive | lead-out using the least squares method.

(Embodiment 2)
FIG. 6 shows the overall configuration of the air conditioning management system of the present embodiment. The air conditioning management system includes an air conditioner 1, a controller 2, an input device 3, and an environment detection unit 7.

  In the present embodiment, the environment detection unit 7 is provided in the space H in which the air-conditioning environment is managed by the present system, and the controller 2 receives environmental information (outside temperature, humidity) about the weather at the location of the space H from the environment detection unit 7. Etc.). Each process of data storage and algorithm generation is executed by the controller 2 instead of the external center server. That is, the controller 2 constitutes the air conditioning management device of the present invention.

  FIG. 7 shows a block configuration of the controller 2.

  The controller 2 includes a device control unit 2a, a reception unit 2b, a transmission unit 2c, and a questionnaire generation unit 2d as in the first embodiment. Furthermore, a storage timing control unit 5b, a storage unit 5c, an algorithm generation unit 5d, and a questionnaire timing control unit 5f included in the center server 5 of the first embodiment are also provided.

  The device control unit 2a, the reception unit 2b, the transmission unit 2c, the questionnaire generation unit 2d, the storage timing control unit 5b, the storage unit 5c, the algorithm generation unit 5d, and the questionnaire timing control unit 5f communicate with each other in the controller 2. It can be exchanged. The receiving unit 2b of the controller 2 constitutes an environment information acquiring unit of the present invention that acquires environment information from the environment detecting unit 7.

  And each part of the controller 2 can perform air-conditioning control corresponding to an external environment only using the data evaluated that the user is comfortable because it operate | moves similarly to Embodiment 1. FIG. Therefore, in this system, the comfort of the air-conditioning environment suitable for the user can be realized in consideration of the outdoor environment.

(Embodiment 3)
FIG. 8 shows the overall configuration of the air conditioning management system of this embodiment. The air conditioning management system provides a plurality of spaces (for example, a plurality of homes) H1 to H3 as targets of air conditioning management by the center server 5. Each of the spaces H1 to H3 includes an air conditioner 1, a controller 2, an input device 3, and a home gateway 4. In addition, the same code | symbol is attached | subjected to the structure similar to Embodiment 1, and description is abbreviate | omitted. The controller 2 and the center server 5 constitute the air conditioning management device of the present invention.

  And the receiving part 5a of the center server 5 acquires the operation history information of each air conditioner 1 of space H1-H3, and also acquires the evaluation information input into each input device 3 of space H1-H3. In addition, the reception unit 5a acquires each environment information of the spaces H1 to H3 from the information server 6.

  The storage unit 5c of the center server 5 stores, for each of the spaces H1 to H3, evaluation information, driving history information, and environment information at each time determined by the storage timing control unit 5b in association with each other in time series. Yes. Here, outside temperature is used as environmental information.

  FIG. 9 is a flowchart showing a control algorithm creation process by the algorithm generation unit 5d of the center server 5. In this flowchart, each of the spaces H1 to H3 (home, etc.) is “a high setting group that tends to set the target temperature higher”, “a standard setting group that tends to set the target temperature as standard”, “ It is determined which of the “low setting group that tends to set the target temperature low” belongs. Note that the air conditioner 1 performs a cooling operation in summer.

  First, the algorithm generation unit 5d corresponds to evaluation values of evaluation information “−1”, “0”, and “+1” among all data in the spaces H1 to H3 in a predetermined period from the storage unit 5c to the current time. Only the data to be read is read (S11). That is, the algorithm generation unit 5d uses only data in a range in which the evaluation with respect to the temperature of the spaces H1 to H3 can be considered comfortable in the following processing.

  Next, based on the operation history information and the environment information read in step S11, the algorithm generation unit 5d sets target temperature for grouping from one or more target temperatures when the outside air temperature is the same. A threshold value is determined (S12).

  For example, in the spaces H1 to H3, the history of the target temperature at the outside air temperature Tf1 is Tg1, Tg2,. . . , Tgn (where Tg1 <Tg2 <... <Tgn). At this time, the threshold value K1 for distinguishing the high setting group from the standard setting group at the outside air temperature Tf1 is K1 = (Tg1 + 2Tgn) / 3. In the outside air temperature Tf1, the threshold value K2 for distinguishing between the standard setting group and the low setting group is K2 = (2Tg1 + Tgn) / 3.

  Next, the algorithm generation unit 5d averages one or a plurality of target temperatures when the outside air temperature is the same for each of the spaces H1 to H3 based on the operation history information and the environment information read in step S11. . Then, the algorithm generation unit 5d compares the target temperature Tmx averaged for each outside air temperature with the threshold values K1 and K2 for each of the spaces H1 to H3, and groups each of the spaces H1 to H3 for each outside air temperature. (S13).

  That is, at the outside air temperature Tf1, the space H where the target temperature Tmx> K1 belongs to the high setting group at the outside air temperature Tf1. In addition, at the outside air temperature Tf1, the space H where K2 <target temperature Tmx ≦ K1 belongs to the standard setting group at the outside air temperature Tf1. Further, at the outside air temperature Tf1, the space H where the target temperature Tmx ≦ K2 belongs to the low setting group at the outside air temperature Tf1.

  Specifically, in the space H1, the history of the target temperature at the outside air temperature Tf1 is 18 ° C., 19 ° C., 20 ° C., and 21 ° C. In the space H2, the history of the target temperature at the outside air temperature Tf1 is 22 ° C., 23 ° C., 24 ° C., and 25 ° C. In the space H3, the history of the target temperature at the outside air temperature Tf1 is 26 ° C., 27 ° C., 28 ° C., and 29 ° C. That is, in the spaces H1 to H3, the history of the target temperature at the outside air temperature Tf1 is 18 ° C, 19 ° C, 20 ° C, 21 ° C, 22 ° C, 23 ° C, 24 ° C, 25 ° C, 26 ° C, 27 ° C, 28 ° C. 29 ° C.

  At this time, the threshold value K1 for distinguishing the high setting group from the standard setting group is K1 = (18 + 2 × 29) /3=25.3° C. The threshold value K2 for distinguishing between the standard setting group and the low setting group is K2 = (2 × 18 + 29) /3=21.7° C.

  Since the history of the target temperature at the outside air temperature Tf1 in the space H1 is 18 ° C., 19 ° C., 20 ° C., and 21 ° C., the target temperature Tmx in the space H1 averaged at the outside air temperature Tf1 = 27.5 ° C. It becomes. Therefore, the space H1 becomes the target temperature Tmx (27.5 ° C.)> K1 (25.3 ° C.), and becomes a high setting group at the outside air temperature Tf1.

  Further, since the history of the target temperature at the outside air temperature Tf1 in the space H2 is 22 ° C., 23 ° C., 24 ° C., and 25 ° C., the target temperature Tmx of the space H2 averaged at the outside air temperature Tf1 = 23.5 ° C. It becomes. Therefore, the space H2 becomes K2 (21.7 ° C.) <Target temperature Tmx (27.5 ° C.) <K1 (25.3 ° C.), and becomes a standard setting group at the outside air temperature Tf1.

  Further, since the history of the target temperature at the outside air temperature Tf1 in the space H3 is 26 ° C., 27 ° C., 28 ° C., and 29 ° C., the target temperature Tmx in the space H3 averaged at the outside air temperature Tf1 is 19.5 ° C. Become. Therefore, the space H3 becomes the target temperature Tmx (19.5 ° C.) <K2 (21.7 ° C.), and becomes a low setting group at the outside air temperature Tf1.

  Next, the algorithm generation unit 5d averages one to a plurality of target temperatures when the outside air temperature is the same for each group based on the operation history information and the environment information read in step S11. That is, the algorithm generation unit 5d derives a target temperature Tmy for each outside air temperature in each group (S14).

  As described above, the algorithm generation unit 5d classifies each space H into one of the high setting group, the standard setting group, and the low setting group for each outside air temperature, and sets the target temperature Tmy for each outside air temperature in each group. ing.

  Further, the algorithm generator 5d statistically calculates the outside air temperature Ton when the air conditioner 1 starts operation and the outside air temperature Toff when the air conditioner 1 stops for each of the high setting group, the standard setting group, and the low setting group. (S15). The process of estimating the outside air temperature Ton when the air conditioner 1 starts operation and the outside air temperature Toff when the air conditioner 1 stops are also performed by an averaging process for each group.

  And the algorithm production | generation part 5d instruct | indicates the operation | movement of the air conditioner 1 using the target temperature Tmy for every outside temperature in each group estimated as mentioned above, the outside temperature Ton at the time of a driving | operation start, and the outside temperature Toff at the time of a stop. A motion algorithm is generated for each group.

  For example, FIG. 10 is an example of a control algorithm determined by the algorithm generation unit 5d. In FIG. 10, Y1 is a control algorithm for the high setting group, and Y2 is a control algorithm for the low setting group.

  In the control algorithm Y1 of the high setting group, the outside air temperature Ton when the air conditioner 1 starts operation and the outside air temperature Toff when the air conditioner 1 stops are both the outside air temperature T11. That is, if it is less than outside temperature T11, air conditioner 1 will stop, and if it is outside temperature T11 or more, air conditioner 1 will start operation. When T11 ≦ outside air temperature <T12, the target temperature Tm22 of the air conditioner 1 is set. When T12 ≦ outside air temperature, the target temperature Tm21 (<Tm22) of the air conditioner 1 is set.

  In the control algorithm Y2 of the low setting group, the outside air temperature Ton when the air conditioner 1 starts operation and the outside air temperature Toff when the air conditioner 1 stops are both the outside air temperature T21. That is, if it is less than outside temperature T21, air conditioner 1 will stop, and if it is outside temperature T21 or more, air conditioner 1 will start operation. When T21 ≦ outside air temperature <T22, the target temperature Tm32 of the air conditioner 1 is set. When T22 ≦ outside air temperature, the target temperature Tm31 (<Tm32) of the air conditioner 1 is set.

  Here, target temperature Tm21> target temperature Tm31, target temperature Tm22> target temperature Tm32, T11> T21, and T12> T22 are set.

  And the apparatus control part 5e transmits the control algorithm according to the group to which the said space H belongs to the controller 2 based on the outside temperature acquired as environmental information for every space H. The device control unit 2a of the controller 2 performs remote control of the air conditioner 1 by operating / stopping the air conditioner 1, setting a target temperature, and the like based on this control algorithm.

  Further, the controller 2 may present the control algorithm to the user with an image or the like, and prompt the manual operation of the air conditioner 1 according to the control algorithm.

  As described above, in the present embodiment, when there are a plurality of spaces H, the control algorithm is created using the history of the other spaces H exhibiting the same tendency, so that air conditioning control with higher versatility can be performed.

DESCRIPTION OF SYMBOLS 1 Air conditioner 2 Controller 2b Receiving part (Evaluation information acquisition part, driving history acquisition part)
3 Input device 5 Center server 5a Receiving unit (environmental information acquiring unit)
5c storage unit 5d algorithm generation unit 6 information server (environment detection unit)

Claims (5)

An air-conditioning management device that manages the operation of an air-conditioning device that fluctuates the temperature of a space to be air-conditioned,
An operation history acquisition unit for acquiring an operation history of the air conditioner;
User existing in the space is a information of the evaluation of the spatial temperature, the evaluation information acquisition unit that acquires evaluation information that includes an evaluation regarded as evaluation, and comfortable regarded as uncomfortable,
An environmental information acquisition unit that acquires environmental information about the environment inside or outside the space;
A storage unit that stores the driving history, the evaluation information, and the environment information in association with each other along a time series, and
With reference to the storage unit, the evaluation information in which the evaluation result can be regarded as comfortable is extracted from the evaluation information, and the driving history and the environment information associated with the evaluation information that can be regarded as comfortable are extracted. An air conditioner management apparatus comprising: an algorithm generating unit that generates an operation algorithm that instructs an operation of the air conditioner according to the state of the environment. The operation history is a history of the target temperature of the air conditioner,
The algorithm generation unit averages one or a plurality of target temperatures having the same environmental state based on the operation history and the environment information, and generates the operation algorithm using the averaged target temperatures. air conditioning management apparatus according to claim 1, characterized in that. Managing each operation of the air conditioner that varies the temperature of each of the plurality of spaces,
The operation history acquisition unit acquires the operation history for each air conditioner,
The evaluation information acquisition unit acquires the evaluation information for each space,
The environmental information acquisition unit acquires the environmental information for each space,
The storage unit, for each of the space, the driving history, the evaluation information, the air conditioner managing apparatus according to claim 1 or 2, characterized in that in association with each other in chronological the environment information. The algorithm generator is
Based on the driving history and the environment information associated with the evaluation information whose evaluation results match the predetermined condition in all the spaces, from one to a plurality of target temperatures having the same environmental state , Determine the target temperature threshold for grouping,
For each space, based on the driving history and the environment information associated with the evaluation information whose evaluation result matches the predetermined condition, one or more target temperatures having the same environmental state are obtained. Averaging, comparing the averaged target temperature with the threshold value, and grouping each of the plurality of spaces by the state of the environment,
For each group, based on the driving history and the environment information associated with the evaluation information whose evaluation result matches the predetermined condition, one or more target temperatures having the same environmental state are obtained. The air conditioning management device according to claim 3, wherein the operation algorithm using the averaged target temperature is generated for each group . An air conditioner that varies the temperature of the space to be air conditioned,
  An air conditioning management device for managing the operation of the air conditioning device;
  An input device for inputting evaluation information in which a user existing in the space has evaluated the space temperature;
  An environment detection unit that detects environmental information about the environment inside or outside the space;
  The air conditioning management device
  An operation history acquisition unit for acquiring an operation history of the air conditioner;
  An evaluation information acquisition unit that acquires the evaluation information including an evaluation that can be regarded as uncomfortable and an evaluation that can be regarded as comfortable;
  An environmental information acquisition unit for acquiring the environmental information;
  A storage unit that stores the driving history, the evaluation information, and the environment information in association with each other along a time series, and
  With reference to the storage unit, the evaluation information in which the evaluation result can be regarded as comfortable is extracted from the evaluation information, and the driving history and the environment information associated with the evaluation information that can be regarded as comfortable are extracted. An algorithm generation unit that generates an operation algorithm that instructs an operation of the air conditioner according to the state of the environment,
  With
  An air conditioning management system characterized by this.

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