WO2016186069A1 - Incentive prediction amount presenting device - Google Patents

Incentive prediction amount presenting device Download PDF

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Publication number
WO2016186069A1
WO2016186069A1 PCT/JP2016/064438 JP2016064438W WO2016186069A1 WO 2016186069 A1 WO2016186069 A1 WO 2016186069A1 JP 2016064438 W JP2016064438 W JP 2016064438W WO 2016186069 A1 WO2016186069 A1 WO 2016186069A1
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Prior art keywords
amount
incentive
unit
control
expected value
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PCT/JP2016/064438
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French (fr)
Japanese (ja)
Inventor
和貴子 砂守
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ダイキン工業株式会社
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Publication of WO2016186069A1 publication Critical patent/WO2016186069A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06Energy or water supply
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J3/00Circuit arrangements for ac mains or ac distribution networks
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J3/00Circuit arrangements for ac mains or ac distribution networks
    • H02J3/12Circuit arrangements for ac mains or ac distribution networks for adjusting voltage in ac networks by changing a characteristic of the network load
    • H02J3/14Circuit arrangements for ac mains or ac distribution networks for adjusting voltage in ac networks by changing a characteristic of the network load by switching loads on to, or off from, network, e.g. progressively balanced loading
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J2310/00The network for supplying or distributing electric power characterised by its spatial reach or by the load
    • H02J2310/50The network for supplying or distributing electric power characterised by its spatial reach or by the load for selectively controlling the operation of the loads
    • H02J2310/54The network for supplying or distributing electric power characterised by its spatial reach or by the load for selectively controlling the operation of the loads according to a pre-established time schedule
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J2310/00The network for supplying or distributing electric power characterised by its spatial reach or by the load
    • H02J2310/50The network for supplying or distributing electric power characterised by its spatial reach or by the load for selectively controlling the operation of the loads
    • H02J2310/56The network for supplying or distributing electric power characterised by its spatial reach or by the load for selectively controlling the operation of the loads characterised by the condition upon which the selective controlling is based
    • H02J2310/62The condition being non-electrical, e.g. temperature
    • H02J2310/64The condition being economic, e.g. tariff based load management
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02BCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
    • Y02B70/00Technologies for an efficient end-user side electric power management and consumption
    • Y02B70/30Systems integrating technologies related to power network operation and communication or information technologies for improving the carbon footprint of the management of residential or tertiary loads, i.e. smart grids as climate change mitigation technology in the buildings sector, including also the last stages of power distribution and the control, monitoring or operating management systems at local level
    • Y02B70/3225Demand response systems, e.g. load shedding, peak shaving
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S20/00Management or operation of end-user stationary applications or the last stages of power distribution; Controlling, monitoring or operating thereof
    • Y04S20/20End-user application control systems
    • Y04S20/222Demand response systems, e.g. load shedding, peak shaving
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S50/00Market activities related to the operation of systems integrating technologies related to power network operation or related to communication or information technologies
    • Y04S50/10Energy trading, including energy flowing from end-user application to grid

Definitions

  • the present invention relates to an apparatus for presenting a predicted amount of incentive for demand response control performed by equipment.
  • demand response control for realizing demand response has been studied.
  • power suppliers, etc. provide incentives (money, reduction of electricity charges, etc.) to equipment users (power consumers), and promote adjustment of power consumption of equipment and equipment.
  • incentives money, reduction of electricity charges, etc.
  • equipment users power consumers
  • power consumption energy consumption
  • Demand for incentives is an important concern for users of equipment that performs demand response control.
  • the incentive acquisition amount varies depending on the control conditions of demand response control, the use environment of the equipment, and the like. For this reason, it is difficult to predict whether or not the amount of incentive expected by the user can be continuously acquired.
  • An object of the present invention is to provide an incentive prediction amount presentation device that allows a user to determine the validity of control conditions for demand response control for equipment.
  • the incentive prediction amount presentation device provides an incentive to a user of an equipment device when the equipment device performs demand response control for adjusting energy consumption in response to a control request under a predetermined control condition. It is used for energy consumption management system that gives The incentive prediction amount presentation device presents an incentive prediction amount, and includes an expected value storage unit, a prediction amount calculation unit, and a prediction amount presentation unit.
  • the expected value storage unit stores an expected value related to the predicted amount of incentive in association with patterns classified at predetermined time intervals according to the state of the equipment.
  • the predicted amount calculation unit calculates the predicted amount of the incentive after a predetermined time based on the state pattern of the equipment after the predetermined time and the expected value.
  • the predicted amount presentation unit presents a predicted amount of incentive.
  • the prediction amount of the incentive after a predetermined time is presented, so that the user can determine the validity of the control condition of the demand response control for the equipment.
  • the incentive prediction amount presentation device is the incentive prediction amount presentation device according to the first aspect, and further includes a calculation period setting unit.
  • the calculation period setting unit sets a calculation period for the predicted amount of incentives.
  • the predicted amount calculation unit classifies the state of the equipment in the calculation period into a plurality of patterns for each predetermined time interval, and calculates an incentive predicted amount based on the classified patterns and expected values.
  • the calculation period of the incentive prediction amount can be set, so that the user can set a time when he / she wants to judge the appropriateness of demand response control.
  • the incentive prediction amount presentation device is the incentive prediction amount presentation device according to the first aspect or the second aspect, and further includes a scheduled state information setting unit.
  • the scheduled state information setting unit sets scheduled state information indicating the state of the equipment device scheduled for the scheduled period.
  • the predicted amount calculation unit classifies the state of the equipment in the scheduled period into a plurality of patterns for each predetermined time interval, and calculates an incentive predicted amount based on the classified patterns and expected values.
  • An incentive prediction amount presentation device is an incentive prediction amount presentation device according to any one of the first to third aspects, comprising a control result storage unit, a pattern classification unit, an expected value calculation unit, And an expected value writing unit.
  • the control result storage unit stores the control result of the demand response control performed by the equipment for a predetermined period at predetermined time intervals.
  • category part classifies the state of the installation apparatus in a predetermined period into the some pattern for every predetermined time interval.
  • the expected value calculation unit calculates an expected value for each pattern classified by the pattern classification unit based on the control result.
  • the expected value writing unit writes the expected value calculated by the expected value calculating unit to the expected value storage unit.
  • the expected value is calculated as appropriate, so the accuracy of the incentive prediction amount can be increased.
  • the incentive prediction amount presentation device is the incentive prediction amount presentation device according to the fourth aspect, wherein the control result is the number of control requests and the demand response control performed in response to the control request. This is information including the number of times, the energy consumption adjusted by demand response control, and the unit price of the incentive.
  • an expected value is calculated based on each of the above information, so that a highly accurate incentive prediction amount can be presented.
  • the incentive prediction amount presentation device is an incentive prediction amount presentation device according to any of the first to fifth aspects, and further includes a target amount setting unit and a target day calculation unit.
  • the target amount setting unit sets a target amount for the incentive.
  • the target days calculation unit calculates a target number of days indicating the number of days required to reach the target amount based on the predicted amount of incentive.
  • the predicted amount presentation unit presents the target number of days.
  • the target number of days until the incentive target amount is reached is presented, so that the user can easily determine the validity of the control condition for demand response control.
  • An incentive prediction amount presentation device is the incentive prediction amount presentation device according to any one of the first to sixth aspects, further comprising an actual amount storage unit and an actual comparison amount calculation unit.
  • the actual amount storage unit stores the incentive actual amount given due to the demand response control in association with the time information.
  • the actual comparison amount calculation unit extracts the actual amount of the incentive stored in the actual amount storage unit based on the time information after a predetermined time corresponding to the predicted amount of the incentive, and the actual amount of the extracted incentive and a predetermined time later
  • a performance comparison amount indicating a comparison with the predicted amount of the incentive is calculated.
  • the predicted amount presentation unit presents a performance comparison amount.
  • An incentive prediction amount presentation device is the incentive prediction amount presentation device according to any one of the first to seventh aspects, wherein the actual amount storage unit and the prediction amount storage unit have the same time comparison amount And a calculation unit.
  • the actual amount storage unit stores the incentive actual amount given due to the demand response control in association with the time information.
  • the prediction amount storage unit stores the incentive prediction amount in association with the time information.
  • the same time comparison amount calculation unit calculates the same time comparison amount indicating a comparison between the predicted amount and the actual amount having the same time information.
  • the predicted amount presentation unit presents the same time comparison amount.
  • the user can determine the validity of the control condition of demand response control for the equipment.
  • the user can set a time when he / she wants to determine the validity of demand response control.
  • the user can determine the validity of demand response control in the scheduled period.
  • the accuracy of the incentive prediction amount can be increased.
  • the user can easily determine the validity of the control condition for demand response control.
  • the user can easily determine the validity of the control condition for demand response control.
  • the validity of the prediction amount presented by the incentive prediction amount presentation device can be verified.
  • FIG. 1 is a schematic diagram showing a configuration of a power management apparatus 10.
  • FIG. 3 is a schematic diagram illustrating a configuration of a storage unit 14 of the power management apparatus 10.
  • FIG. 3 is a schematic diagram showing a configuration of a control device 30.
  • FIG. 3 is a schematic diagram showing a configuration of a storage unit 34 of the control device 30.
  • FIG. The figure for demonstrating the incentive prediction amount calculation process in the control apparatus.
  • FIG. 1 is a schematic diagram for explaining an energy consumption management system according to an embodiment of the present invention. In the following, for the sake of easy understanding, it is assumed that the energy consumed by the facility device 20 is electric energy.
  • the energy consumption management system is a mechanism that gives an incentive to a user of an equipment device when the equipment device 20 adjusts the energy consumption in response to a control request from the power company 1a for a predetermined adjustment period. .
  • This energy consumption management system individually gives incentives to a plurality of users for a plurality of facility devices.
  • the electric power company 1a and the user have concluded a contract in which an agreement regarding the use of electric power is determined in advance, and the incentive mode is also determined in advance based on the contract.
  • Such an energy consumption management system is realized by the power supplier 1a of the power supplier and each device installed in each property A, B of the consumer.
  • the power company 1 a has a power management device 10.
  • the power management apparatus 10 sends a “control request” that prompts each facility device 20 to adjust energy.
  • the power management apparatus 10 calculates the amount of incentive to be given to the user from the record that the facility device 20 responds to the control request.
  • the power management apparatus 10 may be installed not only in the power company 1a but also in an aggregator that is a lower power supplier.
  • the facilities 3a and 3b of the properties A and B are, for example, buildings such as office buildings, tenant buildings, factories, and general households. Each property A and B controls the equipment 20, the power supply 6 that supplies power to the equipment 20, the power meter 7 that measures the amount of power supplied from the power supply 6 to the equipment 20, and the equipment 20.
  • the control device 30 is installed. Power is supplied from the power company 1a to the facilities 3a and 3b of the property A and B through the power line 102a. Electric power is supplied from the power source 6 to the equipment 20 in the same property via the indoor power line 102b.
  • the power management apparatus 10 and the control apparatus 30 are connected by the internet 101a, for example.
  • the control device 30 and the equipment 20 in the same property are connected by a dedicated control line 101b or the like.
  • demand response (hereinafter sometimes referred to as “DR”)
  • demand response control energy adjustment control for realizing demand response
  • FIG. 2 is a schematic diagram illustrating the configuration of the power management apparatus 10.
  • the power management apparatus 10 includes a communication unit 11, an input unit 12, an output unit 13, a storage unit 14, and a calculation unit 15.
  • the communication unit 11 communicates with the control device 30, and includes a network interface that enables connection to the Internet 101a.
  • the input unit 12 is used to input information to the power management apparatus 10 and includes operation buttons, a keyboard, a mouse, and the like.
  • the output unit 13 outputs information stored in the power management apparatus 10 and is configured by a display or the like.
  • the storage unit 14 stores information input to the power management apparatus 10 and includes a hard disk or the like. As shown in FIG. 3, the storage unit 14 stores a combination of an adjustable power amount and an adjustable time zone in each of the properties A and B. The storage unit 14 stores a program executed by the calculation unit 15 and the like.
  • the calculation unit 15 performs various calculations based on information stored in the power management apparatus 10 and is configured by a CPU, a ROM, a RAM, and the like.
  • the calculation unit 15 reads and executes the program stored in the storage unit 14 to thereby execute the power consumption prediction unit 15a, the power adjustment determination unit 15b, the equipment device selection unit 15c, and the control shown in FIG. It functions as a request sending unit 15d and an incentive information determining unit 15e.
  • the power consumption prediction unit 15a predicts the amount of power supplied and the amount of demand, and predicts the power consumption after a predetermined time.
  • the power consumption prediction unit 15a determines whether or not the demand amount of power after a predetermined time may exceed the predetermined supply amount.
  • the power adjustment determining unit 15b adjusts and adjusts the power consumption. The time and adjustment period are determined.
  • the facility device selection unit 15c performs facility response control based on the information on the facility device 20 stored in the storage unit 14 and the information necessary for power consumption suppression determined by the power adjustment determination unit 15b. The device 20 is selected.
  • the control request sending unit 15d sends a “control request” that prompts the control device 30 selected by the facility device selection unit 15c to adjust the amount of power used.
  • the control request includes information such as the amount of power to be adjusted and the time zone. Depending on the content of the contract between the supplier and the user, the amount of power to be adjusted may be determined in advance, and in this case, transmission of information regarding the amount of power to be adjusted is omitted.
  • the incentive information determination unit 15e determines information regarding the amount of incentive given to the user.
  • the amount of incentive is given by, for example, the product of the power adjustment amount and the incentive unit price.
  • the incentive information determination unit 15e changes the incentive unit price or the like according to the situation.
  • the facility device 20 is a device that operates under the control conditions set by the control device 30. By operating the equipment 20 under control conditions that satisfy the control request from the power management apparatus 10, the power consumption is adjusted in the energy consumption management system.
  • the types of equipment 20 include an air conditioner 20a, lighting 20b, and a ventilation fan 20c.
  • the air conditioner 20a has different power consumption in the operation state due to a difference in an operation mode such as a cooling mode / a heating mode, a difference in set temperature, and a difference in environment such as an outside air temperature.
  • Some of the lights 20b are operated only on / off and consume a certain amount of power in the operating state, and some of the lights 20b have different power consumption for each operation by switching the illuminance in multiple stages.
  • the ventilation fan 20c is operated only on / off, and consumes constant power in the operating state.
  • FIG. 4 is a schematic diagram illustrating the configuration of the control device 30.
  • the control device 30 is used in the energy consumption management system and controls the equipment 20.
  • the control device 30 includes a communication unit 31, an input unit 32, an output unit 33, a storage unit 34, a setting unit 35, a calculation unit 36, and a control unit 37.
  • the communication unit 31 communicates with the power management apparatus 10 and includes a network interface or the like that enables connection to the Internet 101a.
  • the input unit 32 is used to input information to the control device 30, and includes an operation button and a touch screen that covers the display of the output unit 33. Via the input unit 32, various commands such as a setting change for the equipment 20 and a change of the operation mode can be input.
  • the input unit 32 receives an input of the “calculation period” of the predicted amount of incentive.
  • the output unit 33 outputs information stored in the control device 30 and includes a display.
  • the display of the output unit 33 outputs a screen showing the operation mode of the equipment 20, ON / OFF of the equipment 20, the operation mode (for example, the cooling mode / heating mode for the air conditioner 20 a), setting, and the like. It displays temperature, illuminance, ventilation volume, operating time, operating rate, other information related to operating capacity during operation, and current power consumption.
  • the display of the output unit 33 displays the incentive prediction amount.
  • the storage unit 34 stores information input to the control device 30 and includes a hard disk or the like.
  • the storage unit 34 stores a program that can be read and executed by the calculation unit 36 described later.
  • the storage unit 34 stores information on control conditions and power consumption according to the type of the equipment device 20.
  • the “control condition” is a condition when the control device 30 controls the equipment device 20. For example, as control conditions, output information for controlling the air conditioner 20a so as to reach a predetermined set temperature is stored. In the initial state, the control conditions are set in advance.
  • the storage unit (expected value storage unit) 34 stores an expected value related to the incentive prediction amount in association with patterns classified at predetermined time intervals according to the state of the equipment.
  • equipment status refers to time status (season, month, early / late, day of the week), external environmental status (outside temperature, weather), operating status (operating mode, number of units operated, load factor, power consumption) ) Etc.
  • the “pattern” is a state in which the state of the equipment classified by the above items is further divided at predetermined time intervals (for example, every 30 minutes).
  • the storage unit 34 stores an incentive amount that can be expected for each classified pattern as an “expected value”.
  • 0.8 yen, 15.2 yen, 15.2 yen, and 0.6 yen are stored as expected values for patterns assigned with identification numbers 10, 11, 12, and 13, respectively. . The setting of the pattern and the incentive amount will be described later.
  • control result storage unit displays the control result of the demand response control performed by the facility device during a predetermined period “state (pattern) of the facility device at every predetermined time interval (for example, every 30 minutes)”.
  • the “control result” is information including the number of control requests, the number of demand response controls performed in response to the control request, the power suppression amount adjusted by the demand response control, and the incentive unit price.
  • the storage unit 34 stores information such as a request rate, an acceptance rate, a suppression amount, and an incentive unit price as shown in FIG. 5 for each pattern as a control result of DR control.
  • the “request rate ([%])” is an actual rate at which a control request is made from an electric power company or an aggregator in each time period.
  • the “acceptance rate ([%])” is a performance rate at which the facility device 20 responds to a control request for DR control in each time period.
  • the “suppression amount ([kW])” is a power suppression amount adjusted by the equipment device 20 in response to a control request for DR control in each time period. In addition, you may use the suppression rate with respect to the electric power used of the equipment 20 instead of the suppression amount.
  • “Unit price ([yen / kW])” is the unit price of the incentive in each time period.
  • the setting unit 35 sets control conditions for the equipment 20 based on information input from the input unit 32 and the like.
  • the calculation unit 36 performs various calculations based on information stored in the control device 30 and is composed of, for example, a CPU, a ROM, and a RAM.
  • the calculation unit 36 has the functions of the prediction amount calculation unit 36a and the expected value derivation unit 36b shown in FIG. 4 by reading and executing the program stored in the storage unit 34 described above.
  • the predicted amount calculation unit 36a calculates the predicted amount of the incentive after a predetermined time based on the pattern of the state of the equipment device 20 after the predetermined time and the expected value. Specifically, the predicted amount calculation unit 36a classifies the state of the equipment device 20 in the calculation period into a plurality of patterns for each predetermined time interval, and calculates the predicted amount of incentive based on the classified patterns and expected values. calculate. Details of the operation of the predicted amount calculation unit 36a will be described later.
  • the expected value deriving unit 36b derives an expected value related to the predicted amount of incentive based on past performance data and the like.
  • the expected value deriving unit 36b pattern classification unit
  • the expected value deriving unit 36b expected value calculating unit
  • the expected value deriving unit 36 b expected value writing unit
  • writes the calculated expected value in the storage unit 34 Details of the operation of the expected value deriving unit 36b will be described later.
  • the control unit 37 controls the equipment 20 based on the control conditions set by the setting unit 35.
  • FIG. 6 is a process diagram for explaining the operation of the control device 30.
  • control result storage unit of the control device 30
  • the control result of the demand response control performed by the facility device 20 and the state of the facility device 20 are stored in association with each other at predetermined time intervals.
  • the control result of the DR control is stored in the storage unit 34 divided into time intervals of every 30 minutes.
  • the number of control requests, the number of demand response controls performed in response to the control request, the power consumption adjusted by the demand response control, the unit price of incentive, and the like are stored in the storage unit 34 ( T1).
  • the expected value deriving unit 36b of the control device 30 classifies the state of the equipment device 20 in a predetermined period into a plurality of patterns at predetermined time intervals according to a predefined classification item (T2).
  • the control result of the DR control is extracted from the storage unit 34 based on the state of the equipment device 20 in the predetermined period by the expected value deriving unit 36b of the control device 30 (T3).
  • the expected value derivation unit 36b calculates an expected value in each pattern based on the classified pattern and the extracted control result of the DR control (T4).
  • the request rate, acceptance rate, suppression amount, and incentive are 80 [%], 5 [%], 10 [kW], and 2 [yen / kW], respectively.
  • Expected value is calculated as “0.8 [yen]”. The expected value calculated here is written in the storage unit 34.
  • the “suppression amount” and “incentive unit price” have a plurality of actual values
  • one of the following calculation methods can be selected according to the purpose. That is, when it is desired to know the value most likely to occur, the “mode value” can be adopted. In addition, when it is desired to know a highly likely value under the same condition as the previous time, the “prior value” can be adopted. In addition, the “minimum value” can be adopted when it is desired to know the value when it is least expected. Further, when it is desired to know the value when the expected value is the maximum, the “maximum value” can be adopted. Further, when it is desired to know the average value, the “average value” can be adopted.
  • the expected value may be obtained from the average value of similar properties. Then, after the result data is sufficiently accumulated, the result value may be replaced with one derived from the own property.
  • the “calculation period” of the predicted amount of incentive desired by the user is input to the control device 30 via the input unit 32 (S1). For example, information such as “January 13, 2015 at 8:00 to January 13, 2015 at 9:59” is input as the calculation period (FIG. 7A).
  • the state of the facility device 20 in the calculation period is classified into a plurality of patterns at predetermined time intervals by the predicted amount calculation unit 36a of the control device 30 (S2). Specifically, a pattern is defined for the state of equipment every 30 minutes based on past performance data and the like.
  • a pattern is defined for the state of equipment every 30 minutes based on past performance data and the like.
  • “Time period from 8:00 to 8:30”, “Time period from 8:30 to 9:00”, “Time period from 9:00 to 9:30”, “Time period from 9:30 to 10:00” Are classified as pattern numbers 10, 11, 12, and 13 (FIG. 7B).
  • an expected value corresponding to these patterns is extracted from the storage unit 34 by the predicted amount calculation unit 36a (S3).
  • expected values “8.0 yen”, “15.2 yen”, “15.2 yen”, and “0.6 yen” corresponding to the pattern numbers 10, 11, 12, and 13 are extracted from the storage unit 34, respectively. (FIG. 7C).
  • the total of the extracted expected values is obtained as the incentive prediction amount by the prediction amount calculation unit 36a.
  • the incentive prediction amount is presented via the output unit 33 (S4).
  • the incentive prediction amount corresponding to the calculation period is presented as “31.8 yen” (FIG. 7D).
  • an incentive prediction amount that can be obtained in the specified calculation period is presented.
  • the control device 30 (incentive prediction amount presentation device) according to an embodiment of the present invention is configured such that when the facility device 20 performs demand response control in which energy consumption is adjusted according to a control request, under a predetermined control condition, the facility device It is used in an energy consumption management system that gives incentives to 20 users.
  • the control device 30 presents a predicted amount of incentive, and includes a storage unit 34 (expected value storage unit), a predicted amount calculation unit 36a, and an output unit 33 (predicted amount presentation unit).
  • the storage unit 34 stores an expected value related to the predicted amount of incentives in association with patterns classified at predetermined time intervals according to the state of the equipment device 20.
  • the predicted amount calculation unit 36a calculates the predicted amount of the incentive after a predetermined time based on the pattern of the state of the equipment device 20 after the predetermined time and the expected value.
  • the output unit 33 presents a predicted amount of incentive.
  • control device 30 since the control device 30 presents the predicted amount of incentive after a predetermined time, it is possible to allow the user to determine the validity of the control condition of the demand response control for the equipment device 20.
  • control device 30 receives the setting of the calculation period of the incentive prediction amount via the input unit 32 (calculation period setting unit).
  • the predicted amount calculation unit 36a classifies the state of the equipment device 20 in the calculation period into a plurality of patterns for each predetermined time interval, and calculates an incentive predicted amount based on the classified patterns and expected values. With such a configuration, the user can set a time when he / she wants to determine the validity of demand response control.
  • control device 30 includes a storage unit 34 (control result storage unit) and an expected value derivation unit 36b (pattern classification unit, expected value calculation unit, and expected value writing unit).
  • storage part 34 memorize
  • the expected value deriving unit 36b (pattern classification unit) classifies the state of the equipment device 20 in a predetermined period into a plurality of patterns at predetermined time intervals.
  • the expected value deriving unit 36b (expected value calculating unit) calculates an expected value for each classified pattern based on the control result.
  • the expected value deriving unit 36 b (expected value writing unit) writes the calculated expected value in the storage unit 34. Since the control device 30 calculates and updates the expected value as appropriate, the accuracy of the incentive prediction amount can be increased.
  • control device 30 is based on information including the number of control requests, the number of demand response controls performed in response to the control request, the energy consumption adjusted by the demand response control, and the incentive unit price as a control result. Expected value. Thereby, the control apparatus 30 can show the prediction amount of a highly accurate incentive.
  • the input of the calculation period is received via the input unit 32.
  • the control apparatus 30 may be configured to receive the planned state information and the planned period of the equipment.
  • “Scheduled state information” is information indicating the state of the equipment that is scheduled in the scheduled period.
  • the schedule state information includes an operation schedule indicating the operating rate and date / time information of the air conditioner.
  • Scheduled state information is received via the communication unit 31 or the input unit 32. After the scheduled state information and the scheduled period are received, the same operation as described above is performed. That is, the predicted amount calculation unit 36a classifies the state of the equipment in the scheduled period into a plurality of patterns for each predetermined time interval, and calculates the predicted amount of incentive based on each classified pattern and the expected value. .
  • control device 30 can set the schedule state information of the equipment in the scheduled period, the user can determine the validity of the demand response control in the scheduled period.
  • the incentive prediction amount is presented by simply indicating the expected incentive amount in the future, but the incentive target amount is set and the number of days until reaching the target amount is presented. You may do. Specifically, first, the input unit 32 (target amount setting unit) accepts setting of a target amount of incentive. Subsequently, the calculation unit 36 (target day calculation unit) calculates “target days” indicating the number of days required to reach the target amount based on the predicted amount of incentives. Then, the output unit 33 (predicted amount presentation unit) presents the target number of days. Thereby, for example, “Up to 10,000 yen, another X1 days” is displayed.
  • control device 30 Since the control device 30 according to the modified example 1B presents the target number of days until the target amount of incentive is reached, the user can easily determine the validity of the control condition for demand response control.
  • control apparatus 30 which concerns on this embodiment may compare and show the incentive amount anticipated in the future and the past performance value as a presentation aspect of the incentive prediction amount.
  • the storage unit 34 (actual amount storage unit) stores the incentive actual amount given due to demand response control in association with the time information.
  • the calculation unit 36 (actual comparison amount calculation unit) extracts and extracts the incentive performance amount stored in the storage unit 34 based on time information after a predetermined time corresponding to the incentive prediction amount.
  • An “actual comparison amount” indicating a comparison between the actual amount of incentives and the predicted amount of incentives after a predetermined time is calculated.
  • the output unit 33 presents the actual comparison amount. For example, the control device 30 displays “X2% increase from the same month last year” or the like.
  • control device 30 Since the control device 30 according to the modified example 1C presents a comparison between the actual amount of incentives and the predicted amount of incentives after a predetermined time, the user can easily determine the validity of the control conditions for demand response control. .
  • the control device 30 may compare and present the already predicted actual value of the incentive prediction amount with the past actual value.
  • the storage unit 34 (actual amount storage unit) stores the incentive actual amount given due to demand response control in association with the time information. Furthermore, the storage unit 34 (prediction amount storage unit) stores the incentive prediction amount in association with the time information. Under such a premise, the calculation unit 36 (same time comparison amount calculation unit) calculates “same time comparison amount” indicating a comparison between the predicted amount and the actual amount having the same time information. Then, the output unit 33 (predicted amount presenting unit) presents the same time comparison amount. Thereby, for example, “X3 yen / time reduction as the difference between the expected amount and the actual amount” and “ ⁇ X4% as the error rate of the estimated amount” are displayed.
  • control device 30 according to the modified example 1D presents a comparison between the predicted amount and the actual amount having the same time information, the validity of the predicted amount presented by the incentive predicted amount presentation device can be verified.
  • the output unit 33 of the control device 30 is configured to present the control result of the DR control.
  • the presentation device 40 that presents the incentive prediction amount is separated from the control device 30.
  • the structure provided may be sufficient. With this configuration, the user can check the incentive prediction amount regardless of the installation location of the control device 30.
  • control device 30 may be connected to the facility device 20 via the network NW. Moreover, you may provide the presentation apparatus 40 which presents an incentive prediction amount separately from the control apparatus 30.
  • FIG. 9 each device may have a cloud configuration via the Internet or the like. Since the presentation device 40 is connected to each device via a network, the user can check the control result of the DR control at an arbitrary location.
  • this invention is not limited to the said embodiment as it is.
  • the present invention can be embodied by modifying the components without departing from the scope of the invention in the implementation stage.
  • the present invention can form various inventions by appropriately combining a plurality of constituent elements disclosed in the above embodiments. For example, some components may be deleted from all the components shown in the embodiment. Furthermore, constituent elements may be appropriately combined in different embodiments.

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Abstract

According to the present invention, a control device (30) is used for an energy consumption management system in which an incentive is given to a user of a facility apparatus (20) when the facility apparatus (20) performs, under a predetermined control condition, demand response control of adjusting an energy consumption in response to a control request. The control device (30) presents an incentive prediction amount and includes a storage unit (34), a prediction amount calculating unit (36a), and an output unit (33). The storage unit (34) stores an expectation value relating to an incentive prediction amount, in association with a pattern classified for each predetermined time interval depending on the state of the facility apparatus (20). The prediction amount calculating unit (36a) calculates the incentive prediction amount after elapse of the predetermined time, on the basis of the pattern of the state of the facility apparatus (20) and the expectation value. Then, the output unit (33) presents the prediction amount of the incentive.

Description

インセンティブ予測量提示装置Incentive prediction amount presentation device
 本発明は、設備機器が行ったデマンドレスポンス制御に対するインセンティブの予測量を提示する装置に関する。 The present invention relates to an apparatus for presenting a predicted amount of incentive for demand response control performed by equipment.
 近年、デマンドレスポンスを実現するためのデマンドレスポンス制御が検討されている。デマンドレスポンスの一態様として、電力供給者等が設備機器のユーザ(電力需要者)にインセンティブ(金銭、電気料金の減額等)を付与し、設備機器の電力消費量の調整を促すことで、安定した電力供給に資するものがある。このようなデマンドレスポンスを実現するために、設備機器は、制御要請に応じて電力消費量(エネルギー消費量)を調整するデマンドレスポンス制御を行う。 In recent years, demand response control for realizing demand response has been studied. As one aspect of demand response, power suppliers, etc., provide incentives (money, reduction of electricity charges, etc.) to equipment users (power consumers), and promote adjustment of power consumption of equipment and equipment. There is something that contributes to the power supply. In order to realize such a demand response, the equipment performs demand response control that adjusts power consumption (energy consumption) in response to a control request.
 また、従来から、電力調整技術の分野において、電力消費量を抑制したユーザに対してインセンティブ額を表示する技術等が検討されている(例えば、特許文献1(特開2005-250523号公報))。 Conventionally, in the field of power adjustment technology, a technique for displaying an incentive amount for a user whose power consumption is suppressed has been studied (for example, Japanese Patent Application Laid-Open No. 2005-250523). .
 デマンドレスポンス制御を行う設備機器のユーザにとって、インセンティブの獲得量は重要な関心事項である。しかしながら、インセンティブの獲得量は、デマンドレスポンス制御の制御条件や設備機器の利用環境等により変動する。そのため、ユーザが期待するインセンティブの量を継続的に獲得し得るか否かの予測が困難な事態が生じる。 Demand for incentives is an important concern for users of equipment that performs demand response control. However, the incentive acquisition amount varies depending on the control conditions of demand response control, the use environment of the equipment, and the like. For this reason, it is difficult to predict whether or not the amount of incentive expected by the user can be continuously acquired.
 本発明の課題は、設備機器に対するデマンドレスポンス制御の制御条件の妥当性をユーザに判断させることが可能なインセンティブ予測量提示装置を提供することにある。 An object of the present invention is to provide an incentive prediction amount presentation device that allows a user to determine the validity of control conditions for demand response control for equipment.
 本発明の第1観点に係るインセンティブ予測量提示装置は、設備機器が制御要請に応じてエネルギー消費量を調整するデマンドレスポンス制御を所定の制御条件で行った場合、設備機器のユーザに対してインセンティブを付与するエネルギー消費量管理システムに用いられる。インセンティブ予測量提示装置は、インセンティブの予測量を提示するものであり、期待値記憶部と予測量算出部と予測量提示部とを備える。期待値記憶部は、設備機器の状態に応じて所定時間間隔毎に分類されたパターンに関連付けて、インセンティブの予測量に関する期待値を記憶する。予測量算出部は、所定時間後の設備機器の状態のパターンと期待値とに基づいて、所定時間後のインセンティブの予測量を算出する。予測量提示部は、インセンティブの予測量を提示する。 The incentive prediction amount presentation device according to the first aspect of the present invention provides an incentive to a user of an equipment device when the equipment device performs demand response control for adjusting energy consumption in response to a control request under a predetermined control condition. It is used for energy consumption management system that gives The incentive prediction amount presentation device presents an incentive prediction amount, and includes an expected value storage unit, a prediction amount calculation unit, and a prediction amount presentation unit. The expected value storage unit stores an expected value related to the predicted amount of incentive in association with patterns classified at predetermined time intervals according to the state of the equipment. The predicted amount calculation unit calculates the predicted amount of the incentive after a predetermined time based on the state pattern of the equipment after the predetermined time and the expected value. The predicted amount presentation unit presents a predicted amount of incentive.
 このようなインセンティブ予測量提示装置では、所定時間後のインセンティブの予測量を提示するので、設備機器に対するデマンドレスポンス制御の制御条件の妥当性をユーザに判断させることができる。 In such an incentive prediction amount presentation device, the prediction amount of the incentive after a predetermined time is presented, so that the user can determine the validity of the control condition of the demand response control for the equipment.
 本発明の第2観点に係るインセンティブ予測量提示装置は、第1観点に係るインセンティブ予測量提示装置であって、算出期間設定部をさらに備える。算出期間設定部は、インセンティブの予測量の算出期間を設定する。予測量算出部は、算出期間における設備機器の状態を所定時間間隔毎の複数のパターンに分類し、分類した各パターンと期待値とに基づいて、インセンティブの予測量を算出する。 The incentive prediction amount presentation device according to the second aspect of the present invention is the incentive prediction amount presentation device according to the first aspect, and further includes a calculation period setting unit. The calculation period setting unit sets a calculation period for the predicted amount of incentives. The predicted amount calculation unit classifies the state of the equipment in the calculation period into a plurality of patterns for each predetermined time interval, and calculates an incentive predicted amount based on the classified patterns and expected values.
 このようなインセンティブ予測量提示装置では、インセンティブの予測量の算出期間を設定できるので、ユーザはデマンドレスポンス制御の妥当性の判断をしたい時期を設定できる。 In such an incentive prediction amount presentation device, the calculation period of the incentive prediction amount can be set, so that the user can set a time when he / she wants to judge the appropriateness of demand response control.
 本発明の第3観点に係るインセンティブ予測量提示装置は、第1観点または第2観点に係るインセンティブ予測量提示装置であって、予定状態情報設定部をさらに備える。予定状態情報設定部は、予定期間に予定される、設備機器の状態を示す予定状態情報を設定する。予測量算出部は、予定期間における設備機器の状態を所定時間間隔毎の複数のパターンに分類し、分類した各パターンと期待値とに基づいて、インセンティブの予測量を算出する。 The incentive prediction amount presentation device according to the third aspect of the present invention is the incentive prediction amount presentation device according to the first aspect or the second aspect, and further includes a scheduled state information setting unit. The scheduled state information setting unit sets scheduled state information indicating the state of the equipment device scheduled for the scheduled period. The predicted amount calculation unit classifies the state of the equipment in the scheduled period into a plurality of patterns for each predetermined time interval, and calculates an incentive predicted amount based on the classified patterns and expected values.
 このようなインセンティブ予測量提示装置では、予定期間における設備機器の予定状態情報を設定できるので、予定期間におけるデマンドレスポンス制御の妥当性をユーザに判断させることができる。 In such an incentive prediction amount presentation device, it is possible to set the schedule state information of the equipment in the scheduled period, so that the user can determine the validity of demand response control in the scheduled period.
 本発明の第4観点に係るインセンティブ予測量提示装置は、第1観点から第3観点のいずれかに係るインセンティブ予測量提示装置であって、制御結果記憶部とパターン分類部と期待値算出部と期待値書込部とをさらに備える。制御結果記憶部は、所定期間における、設備機器で行なわれたデマンドレスポンス制御の制御結果を所定時間間隔毎に記憶する。パターン分類部は、所定期間における設備機器の状態を所定時間間隔毎の複数のパターンに分類する。期待値算出部は、制御結果に基づいて、パターン分類部で分類されたパターン毎に期待値を算出する。期待値書込部は、期待値算出部で算出された期待値を期待値記憶部に書き込む。 An incentive prediction amount presentation device according to a fourth aspect of the present invention is an incentive prediction amount presentation device according to any one of the first to third aspects, comprising a control result storage unit, a pattern classification unit, an expected value calculation unit, And an expected value writing unit. The control result storage unit stores the control result of the demand response control performed by the equipment for a predetermined period at predetermined time intervals. A pattern classification | category part classifies the state of the installation apparatus in a predetermined period into the some pattern for every predetermined time interval. The expected value calculation unit calculates an expected value for each pattern classified by the pattern classification unit based on the control result. The expected value writing unit writes the expected value calculated by the expected value calculating unit to the expected value storage unit.
 このようなインセンティブ予測量提示装置では、期待値を適宜算出するので、インセンティブの予測量の確度を高めることができる。 In such an incentive prediction amount presentation device, the expected value is calculated as appropriate, so the accuracy of the incentive prediction amount can be increased.
 本発明の第5観点に係るインセンティブ予測量提示装置は、第4観点に係るインセンティブ予測量提示装置であって、制御結果が、制御要請の回数、制御要請に応じて行われたデマンドレスポンス制御の回数、デマンドレスポンス制御により調整されたエネルギー消費量、及びインセンティブの単価を含む情報である。 The incentive prediction amount presentation device according to the fifth aspect of the present invention is the incentive prediction amount presentation device according to the fourth aspect, wherein the control result is the number of control requests and the demand response control performed in response to the control request. This is information including the number of times, the energy consumption adjusted by demand response control, and the unit price of the incentive.
 このようなインセンティブ予測量提示装置では、上記各情報に基づいて期待値を算出するので、高確度のインセンティブの予測量を提示できる。 In such an incentive prediction amount presentation device, an expected value is calculated based on each of the above information, so that a highly accurate incentive prediction amount can be presented.
 本発明の第6観点に係るインセンティブ予測量提示装置は、第1観点から第5観点のいずれかに係るインセンティブ予測量提示装置であって、目標量設定部と目標日数算出部とをさらに備える。目標量設定部は、インセンティブの目標量を設定する。目標日数算出部は、インセンティブの予測量に基づいて、目標量に達するまでに要する日数を示す目標日数を算出する。予測量提示部は、目標日数を提示する。 The incentive prediction amount presentation device according to the sixth aspect of the present invention is an incentive prediction amount presentation device according to any of the first to fifth aspects, and further includes a target amount setting unit and a target day calculation unit. The target amount setting unit sets a target amount for the incentive. The target days calculation unit calculates a target number of days indicating the number of days required to reach the target amount based on the predicted amount of incentive. The predicted amount presentation unit presents the target number of days.
 このようなインセンティブ予測量提示装置では、インセンティブの目標量に達するまでの目標日数を提示するので、デマンドレスポンス制御の制御条件の妥当性をユーザに容易に判断させることができる。 In such an incentive prediction amount presentation device, the target number of days until the incentive target amount is reached is presented, so that the user can easily determine the validity of the control condition for demand response control.
 本発明の第7観点に係るインセンティブ予測量提示装置は、第1観点から第6観点のいずれかに係るインセンティブ予測量提示装置であって、実績量記憶部と実績比較量算出部とをさらに備える。実績量記憶部は、デマンドレスポンス制御に起因して付与されたインセンティブの実績量を時間情報に関連付けて記憶する。実績比較量算出部は、インセンティブの予測量に対応する所定時間後の時間情報に基づいて、実績量記憶部に記憶されたインセンティブの実績量を抽出し、抽出したインセンティブの実績量と所定時間後のインセンティブの予測量との比較を示す実績比較量を算出する。予測量提示部は、実績比較量を提示する。 An incentive prediction amount presentation device according to a seventh aspect of the present invention is the incentive prediction amount presentation device according to any one of the first to sixth aspects, further comprising an actual amount storage unit and an actual comparison amount calculation unit. . The actual amount storage unit stores the incentive actual amount given due to the demand response control in association with the time information. The actual comparison amount calculation unit extracts the actual amount of the incentive stored in the actual amount storage unit based on the time information after a predetermined time corresponding to the predicted amount of the incentive, and the actual amount of the extracted incentive and a predetermined time later A performance comparison amount indicating a comparison with the predicted amount of the incentive is calculated. The predicted amount presentation unit presents a performance comparison amount.
 このようなインセンティブ予測量提示装置では、インセンティブの実績量と所定時間後のインセンティブの予測量との比較を提示するので、デマンドレスポンス制御の制御条件の妥当性をユーザに容易に判断させることができる。 In such an incentive prediction amount presentation device, a comparison between the actual amount of incentives and the prediction amount of incentives after a predetermined time is presented, so that the user can easily determine the validity of the control condition for demand response control. .
 本発明の第8観点に係るインセンティブ予測量提示装置は、第1観点から第7観点のいずれかに係るインセンティブ予測量提示装置であって、実績量記憶部と予測量記憶部と同一時間比較量算出部とをさらに備える。実績量記憶部は、デマンドレスポンス制御に起因して付与されたインセンティブの実績量を時間情報に関連付けて記憶する。予測量記憶部は、インセンティブの予測量を時間情報に関連付けて記憶する。同一時間比較量算出部は、時間情報が同一の予測量と実績量との比較を示す同一時間比較量を算出する。予測量提示部は、同一時間比較量を提示する。 An incentive prediction amount presentation device according to an eighth aspect of the present invention is the incentive prediction amount presentation device according to any one of the first to seventh aspects, wherein the actual amount storage unit and the prediction amount storage unit have the same time comparison amount And a calculation unit. The actual amount storage unit stores the incentive actual amount given due to the demand response control in association with the time information. The prediction amount storage unit stores the incentive prediction amount in association with the time information. The same time comparison amount calculation unit calculates the same time comparison amount indicating a comparison between the predicted amount and the actual amount having the same time information. The predicted amount presentation unit presents the same time comparison amount.
 このようなインセンティブ予測量提示装置では、時間情報が同一の予測量と実績量との比較を提示するので、インセンティブ予測量提示装置で提示された予測量の妥当性を検証できる。 In such an incentive prediction amount presentation device, since the time information presents a comparison between the prediction amount and the actual amount, the validity of the prediction amount presented by the incentive prediction amount presentation device can be verified.
 本発明の第1観点に係るインセンティブ予測量提示装置では、設備機器に対するデマンドレスポンス制御の制御条件の妥当性をユーザに判断させることができる。 In the incentive prediction amount presentation device according to the first aspect of the present invention, the user can determine the validity of the control condition of demand response control for the equipment.
 本発明の第2観点に係るインセンティブ予測量提示装置では、ユーザはデマンドレスポンス制御の妥当性を判断したい時期を設定できる。 In the incentive prediction amount presentation device according to the second aspect of the present invention, the user can set a time when he / she wants to determine the validity of demand response control.
 本発明の第3観点に係るインセンティブ予測量提示装置では、予定期間におけるデマンドレスポンス制御の妥当性をユーザに判断させることができる。 In the incentive prediction amount presentation device according to the third aspect of the present invention, the user can determine the validity of demand response control in the scheduled period.
 本発明の第4観点に係るインセンティブ予測量提示装置では、インセンティブの予測量の確度を高めることができる。 In the incentive prediction amount presentation device according to the fourth aspect of the present invention, the accuracy of the incentive prediction amount can be increased.
 本発明の第5観点に係るインセンティブ予測量提示装置では、高確度のインセンティブの予測量を提示できる。 In the incentive prediction amount presentation device according to the fifth aspect of the present invention, a highly accurate incentive prediction amount can be presented.
 本発明の第6観点に係るインセンティブ予測量提示装置では、デマンドレスポンス制御の制御条件の妥当性をユーザに容易に判断させることができる。 In the incentive prediction amount presentation device according to the sixth aspect of the present invention, the user can easily determine the validity of the control condition for demand response control.
 本発明の第7観点に係るインセンティブ予測量提示装置では、デマンドレスポンス制御の制御条件の妥当性をユーザに容易に判断させることができる。 In the incentive prediction amount presentation device according to the seventh aspect of the present invention, the user can easily determine the validity of the control condition for demand response control.
 本発明の第8観点に係るインセンティブ予測量提示装置では、インセンティブ予測量提示装置で提示された予測量の妥当性を検証できる。 In the incentive prediction amount presentation device according to the eighth aspect of the present invention, the validity of the prediction amount presented by the incentive prediction amount presentation device can be verified.
エネルギー消費管理システムを説明するための模式図。The schematic diagram for demonstrating an energy consumption management system. 電力管理装置10の構成を示す模式図。1 is a schematic diagram showing a configuration of a power management apparatus 10. FIG. 電力管理装置10の記憶部14の構成を示す模式図。FIG. 3 is a schematic diagram illustrating a configuration of a storage unit 14 of the power management apparatus 10. 制御装置30の構成を示す模式図。FIG. 3 is a schematic diagram showing a configuration of a control device 30. 制御装置30の記憶部34の構成を示す模式図。FIG. 3 is a schematic diagram showing a configuration of a storage unit 34 of the control device 30. 制御装置30の動作を説明するための工程図。Process drawing for demonstrating operation | movement of the control apparatus 30. FIG. 制御装置30におけるインセンティブ予測量算出工程を説明するための図。The figure for demonstrating the incentive prediction amount calculation process in the control apparatus. 変形例1Eに係るエネルギー消費管理システムを説明するための模式図。The schematic diagram for demonstrating the energy consumption management system which concerns on the modified example 1E. 変形例1Fに係るエネルギー消費管理システムを説明するための模式図。The schematic diagram for demonstrating the energy consumption management system which concerns on the modification 1F.
 (1)エネルギー消費管理システムの全体構成
 図1は本発明の一実施形態に係るエネルギー消費管理システムを説明するための模式図である。以下においては説明を分かり易くするために、設備機器20で消費されるエネルギーは電気エネルギーであるとする。
(1) Overall Configuration of Energy Consumption Management System FIG. 1 is a schematic diagram for explaining an energy consumption management system according to an embodiment of the present invention. In the following, for the sake of easy understanding, it is assumed that the energy consumed by the facility device 20 is electric energy.
 エネルギー消費管理システムは、設備機器20が電力会社1aからの制御要請に応じてエネルギー消費量の調整を所定の調整期間行った場合、設備機器のユーザに対してインセンティブを付与する仕組みのことである。このエネルギー消費管理システムは、複数の設備機器に対する複数のユーザに個別にインセンティブを付与する。電力会社1a及びユーザは予め電力の使用に関する取り決めを定めた契約を締結しており、インセンティブの態様も契約に基づいて予め決定される。このようなエネルギー消費管理システムは、電力供給者の電力会社1aと、需要者の各物件A,Bに設置された各装置とにより実現される。 The energy consumption management system is a mechanism that gives an incentive to a user of an equipment device when the equipment device 20 adjusts the energy consumption in response to a control request from the power company 1a for a predetermined adjustment period. . This energy consumption management system individually gives incentives to a plurality of users for a plurality of facility devices. The electric power company 1a and the user have concluded a contract in which an agreement regarding the use of electric power is determined in advance, and the incentive mode is also determined in advance based on the contract. Such an energy consumption management system is realized by the power supplier 1a of the power supplier and each device installed in each property A, B of the consumer.
 電力会社1aは、電力管理装置10を有する。電力管理装置10は各設備機器20にエネルギーの調整を促す「制御要請」を送出する。また電力管理装置10は設備機器20が制御要請に応じた記録などから、ユーザに付与するインセンティブの量の算出等を行なう。なお電力管理装置10は、電力会社1aだけでなく、下位の電力供給者であるアグリゲータに設置される場合もある。 The power company 1 a has a power management device 10. The power management apparatus 10 sends a “control request” that prompts each facility device 20 to adjust energy. In addition, the power management apparatus 10 calculates the amount of incentive to be given to the user from the record that the facility device 20 responds to the control request. The power management apparatus 10 may be installed not only in the power company 1a but also in an aggregator that is a lower power supplier.
 物件A,Bの施設3a,3bは、例えば、オフィスビル、テナントビル、工場及び一般家庭等の建物である。各物件A,Bには、設備機器20と、設備機器20に電力を供給する電源6と、電源6から設備機器20に供給される電力量を計測する電力メーター7と、設備機器20を制御する制御装置30とが設置される。物件A,Bの施設3a,3bには、電源ライン102aを通して電力会社1aから電力が供給される。同一物件内の設備機器20には、屋内の電源ライン102bを介して電源6から電力が供給される。また、電力管理装置10と制御装置30とは、例えばインターネット101aで接続される。同一物件内の制御装置30と設備機器20とは、専用の制御線101b等で接続される。 The facilities 3a and 3b of the properties A and B are, for example, buildings such as office buildings, tenant buildings, factories, and general households. Each property A and B controls the equipment 20, the power supply 6 that supplies power to the equipment 20, the power meter 7 that measures the amount of power supplied from the power supply 6 to the equipment 20, and the equipment 20. The control device 30 is installed. Power is supplied from the power company 1a to the facilities 3a and 3b of the property A and B through the power line 102a. Electric power is supplied from the power source 6 to the equipment 20 in the same property via the indoor power line 102b. Moreover, the power management apparatus 10 and the control apparatus 30 are connected by the internet 101a, for example. The control device 30 and the equipment 20 in the same property are connected by a dedicated control line 101b or the like.
 なお、図1においては、各物件A,Bや各装置の数は限定的に記載されているが、これらの数に限られるものではない。 In addition, in FIG. 1, although the number of each property A and B and each apparatus is described limitedly, it is not restricted to these numbers.
 上述したエネルギー消費管理システムの一態様として「デマンドレスポンス」(以下、「DR」と記載する場合がある)があり、デマンドレスポンスを実現するためのエネルギー調整制御のことを「デマンドレスポンス制御」という。 As one aspect of the energy consumption management system described above, there is “demand response” (hereinafter sometimes referred to as “DR”), and energy adjustment control for realizing demand response is referred to as “demand response control”.
 (2)エネルギー消費管理システムに用いられる装置
 (2-1)電力管理装置10
 図2は電力管理装置10の構成を示す模式図である。電力管理装置10は、通信部11、入力部12、出力部13、記憶部14、及び演算部15を備える。
(2) Equipment used for energy consumption management system (2-1) Power management equipment 10
FIG. 2 is a schematic diagram illustrating the configuration of the power management apparatus 10. The power management apparatus 10 includes a communication unit 11, an input unit 12, an output unit 13, a storage unit 14, and a calculation unit 15.
 通信部11は、制御装置30と通信するものであり、インターネット101aへの接続を可能にするネットワークインターフェース等で構成される。 The communication unit 11 communicates with the control device 30, and includes a network interface that enables connection to the Internet 101a.
 入力部12は、電力管理装置10に情報を入力するものであり、操作ボタン、キーボード及びマウス等により構成される。 The input unit 12 is used to input information to the power management apparatus 10 and includes operation buttons, a keyboard, a mouse, and the like.
 出力部13は、電力管理装置10に記憶された情報等を出力するものであり、ディスプレイ等により構成される。 The output unit 13 outputs information stored in the power management apparatus 10 and is configured by a display or the like.
 記憶部14は、電力管理装置10に入力された情報等を記憶するものであり、ハードディスク等により構成される。記憶部14は、図3に示すように、各物件A,Bにおける調整可能な電力量と調整可能な時間帯との組合せ等を記憶する。また記憶部14は、演算部15で実行されるプログラム等を記憶する。 The storage unit 14 stores information input to the power management apparatus 10 and includes a hard disk or the like. As shown in FIG. 3, the storage unit 14 stores a combination of an adjustable power amount and an adjustable time zone in each of the properties A and B. The storage unit 14 stores a program executed by the calculation unit 15 and the like.
 演算部15は、電力管理装置10に記憶された情報等に基づいて各種演算を実行するものであり、CPU、ROM及びRAM等から構成される。演算部15は、記憶部14に記憶されているプログラムを読み出して実行することにより、図2に示されている、電力消費量予測部15a、電力調整決定部15b、設備機器選択部15c、制御要請送出部15d、及びインセンティブ情報決定部15eとして機能する。 The calculation unit 15 performs various calculations based on information stored in the power management apparatus 10 and is configured by a CPU, a ROM, a RAM, and the like. The calculation unit 15 reads and executes the program stored in the storage unit 14 to thereby execute the power consumption prediction unit 15a, the power adjustment determination unit 15b, the equipment device selection unit 15c, and the control shown in FIG. It functions as a request sending unit 15d and an incentive information determining unit 15e.
 電力消費量予測部15aは、電力の供給量及び需要量の予測を行い、所定時間後の電力の消費量を予測するものである。また電力消費量予測部15aは、所定時間後の電力の需要量が所定の供給量を上回る可能性があるか否かを判定する。 The power consumption prediction unit 15a predicts the amount of power supplied and the amount of demand, and predicts the power consumption after a predetermined time. The power consumption prediction unit 15a determines whether or not the demand amount of power after a predetermined time may exceed the predetermined supply amount.
 電力調整決定部15bは、電力消費量予測部15aにより所定時間後の電力の需要量が所定の供給量を上回る可能性があると判定された場合、電力の消費抑制に必要な調整量、調整時刻及び調整期間を決定するものである。 When the power consumption determining unit 15b determines that the power demand after a predetermined time may exceed the predetermined supply amount by the power consumption predicting unit 15a, the power adjustment determining unit 15b adjusts and adjusts the power consumption. The time and adjustment period are determined.
 設備機器選択部15cは、記憶部14に記憶された設備機器20の情報と、電力調整決定部15bで決定された電力の消費抑制に必要な情報とに基づいて、デマンドレスポンス制御を実施する設備機器20を選択するものである。 The facility device selection unit 15c performs facility response control based on the information on the facility device 20 stored in the storage unit 14 and the information necessary for power consumption suppression determined by the power adjustment determination unit 15b. The device 20 is selected.
 制御要請送出部15dは、設備機器選択部15cで選択された制御装置30に電力使用量の調整を促す「制御要請」を送出するものである。制御要請には調整する電力量及び時間帯などの情報が含まれる。なお、供給者とユーザとの間の契約内容によっては、調整する電力量が事前に取り決められている場合もあり、この場合には調整する電力量に関する情報の送出は省略される。 The control request sending unit 15d sends a “control request” that prompts the control device 30 selected by the facility device selection unit 15c to adjust the amount of power used. The control request includes information such as the amount of power to be adjusted and the time zone. Depending on the content of the contract between the supplier and the user, the amount of power to be adjusted may be determined in advance, and in this case, transmission of information regarding the amount of power to be adjusted is omitted.
 インセンティブ情報決定部15eは、ユーザに付与されるインセンティブの量に関する情報を決定するものである。インセンティブの量は、例えば電力調整量とインセンティブ単価との積で付与される。インセンティブ情報決定部15eは、状況に応じてインセンティブ単価等を変更する。 The incentive information determination unit 15e determines information regarding the amount of incentive given to the user. The amount of incentive is given by, for example, the product of the power adjustment amount and the incentive unit price. The incentive information determination unit 15e changes the incentive unit price or the like according to the situation.
 (2-2)設備機器20
 設備機器20は、制御装置30により設定される制御条件で動作する機器である。設備機器20が、電力管理装置10からの制御要請を満たす制御条件で動作することで、エネルギー消費管理システムにおいて電力消費量が調整されることになる。
(2-2) Equipment 20
The facility device 20 is a device that operates under the control conditions set by the control device 30. By operating the equipment 20 under control conditions that satisfy the control request from the power management apparatus 10, the power consumption is adjusted in the energy consumption management system.
 設備機器20の種類としては、空調機20a、照明20b、換気扇20c等がある。空調機20aは、冷房モード/暖房モードなどの運転モードの違いや設定温度の違いや外気温などの環境の違いによって運転状態での消費電力が異なるものである。照明20bには、ON/OFFだけが操作されて運転状態では一定電力を消費するものもあれば、多段階に照度が切り換えられて操作ごとに消費電力が異なるものもある。換気扇20cは、ON/OFFだけが操作されて、運転状態では一定電力を消費するものである。 The types of equipment 20 include an air conditioner 20a, lighting 20b, and a ventilation fan 20c. The air conditioner 20a has different power consumption in the operation state due to a difference in an operation mode such as a cooling mode / a heating mode, a difference in set temperature, and a difference in environment such as an outside air temperature. Some of the lights 20b are operated only on / off and consume a certain amount of power in the operating state, and some of the lights 20b have different power consumption for each operation by switching the illuminance in multiple stages. The ventilation fan 20c is operated only on / off, and consumes constant power in the operating state.
 (2-3)制御装置30
 図4は制御装置30の構成を示す模式図である。制御装置30は、エネルギー消費管理システムで用いられ、設備機器20を制御するものである。制御装置30は、通信部31、入力部32、出力部33、記憶部34、設定部35、演算部36、及び制御部37を備える。
(2-3) Control device 30
FIG. 4 is a schematic diagram illustrating the configuration of the control device 30. The control device 30 is used in the energy consumption management system and controls the equipment 20. The control device 30 includes a communication unit 31, an input unit 32, an output unit 33, a storage unit 34, a setting unit 35, a calculation unit 36, and a control unit 37.
 通信部31は、電力管理装置10と通信するものであり、インターネット101aへの接続を可能にするネットワークインターフェース等で構成される。 The communication unit 31 communicates with the power management apparatus 10 and includes a network interface or the like that enables connection to the Internet 101a.
 入力部32は、制御装置30に情報を入力するものであり、操作ボタン及び出力部33のディスプレイを覆うタッチスクリーン等により構成される。この入力部32を介して、設備機器20に対する設定の変更及び運転モードの変更などの各種命令を入力が可能となる。また、入力部32は、インセンティブの予測量の「算出期間」の入力を受け付けるものである。 The input unit 32 is used to input information to the control device 30, and includes an operation button and a touch screen that covers the display of the output unit 33. Via the input unit 32, various commands such as a setting change for the equipment 20 and a change of the operation mode can be input. The input unit 32 receives an input of the “calculation period” of the predicted amount of incentive.
 出力部33は、制御装置30に記憶された情報等を出力するものであり、ディスプレイ等により構成される。例えば、出力部33のディスプレイは、設備機器20の運転態様を示す画面を出力し、設備機器20のON/OFF、運転モード(例えば、空調機20aであれば冷房モード/暖房モードなど)、設定温度、照度、換気量、稼働時間、稼働率、その他の稼動時の運転能力に関する情報、及び現在の消費電力などを表示する。また、出力部33のディスプレイは、インセンティブの予測量を表示する。 The output unit 33 outputs information stored in the control device 30 and includes a display. For example, the display of the output unit 33 outputs a screen showing the operation mode of the equipment 20, ON / OFF of the equipment 20, the operation mode (for example, the cooling mode / heating mode for the air conditioner 20 a), setting, and the like. It displays temperature, illuminance, ventilation volume, operating time, operating rate, other information related to operating capacity during operation, and current power consumption. The display of the output unit 33 displays the incentive prediction amount.
 記憶部34は、制御装置30に入力等された情報を記憶するものであり、ハードディスク等により構成される。また記憶部34は、後述する演算部36が読み出して実行可能なプログラムを記憶する。さらに、記憶部34は、設備機器20の種類に応じて、制御条件及び消費電力の情報を記憶する。「制御条件」は、制御装置30が設備機器20を制御するときの条件のことである。例えば、制御条件として、所定の設定温度になるように空調機20aを制御するための出力情報等が記憶される。初期の状態では制御条件は事前に設定されている。 The storage unit 34 stores information input to the control device 30 and includes a hard disk or the like. The storage unit 34 stores a program that can be read and executed by the calculation unit 36 described later. Furthermore, the storage unit 34 stores information on control conditions and power consumption according to the type of the equipment device 20. The “control condition” is a condition when the control device 30 controls the equipment device 20. For example, as control conditions, output information for controlling the air conditioner 20a so as to reach a predetermined set temperature is stored. In the initial state, the control conditions are set in advance.
 また、記憶部(期待値記憶部)34は、記設備機器の状態に応じて所定時間間隔毎に分類されたパターンに関連付けて、インセンティブの予測量に関する期待値を記憶する。ここで、「設備機器の状態」は、時間状態(季節、月、上旬/下旬、曜日)、外部環境状態(外気温、天候)、運転状態(運転モード、運転台数、負荷率、使用電力量)等の項目から定義される。「パターン」は、上記各項目で分類された設備機器の状態が、さらに所定時間間隔毎(例えば30分毎)に区分されたものである。記憶部34は、例えば図5に示すように、分類されたパターン毎に、獲得が期待できるインセンティブ量を「期待値」として記憶する。ここでは、識別番号として10,11,12,13が付与されたパターンに対し、それぞれの期待値として0.8円,15.2円,15.2円,0.6円が記憶されている。パターン及びインセンティブ量の設定については後述する。 Also, the storage unit (expected value storage unit) 34 stores an expected value related to the incentive prediction amount in association with patterns classified at predetermined time intervals according to the state of the equipment. Here, “equipment status” refers to time status (season, month, early / late, day of the week), external environmental status (outside temperature, weather), operating status (operating mode, number of units operated, load factor, power consumption) ) Etc. The “pattern” is a state in which the state of the equipment classified by the above items is further divided at predetermined time intervals (for example, every 30 minutes). For example, as illustrated in FIG. 5, the storage unit 34 stores an incentive amount that can be expected for each classified pattern as an “expected value”. In this case, 0.8 yen, 15.2 yen, 15.2 yen, and 0.6 yen are stored as expected values for patterns assigned with identification numbers 10, 11, 12, and 13, respectively. . The setting of the pattern and the incentive amount will be described later.
 さらに、記憶部34(制御結果記憶部)は、所定期間における、設備機器で行なわれたデマンドレスポンス制御の制御結果を「所定時間間隔毎(例えば30分毎)の設備機器の状態(パターン)」に関連付けて記憶する。ここで、「制御結果」は、制御要請の回数、制御要請に応じて行われたデマンドレスポンス制御の回数、デマンドレスポンス制御により調整された電力抑制量、及びインセンティブの単価を含む情報である。詳しくは、記憶部34は、図5に示すような、要請率、受付率、抑制量、インセンティブ単価などの情報をDR制御の制御結果としてパターン毎に記憶する。「要請率([%])」は、各時限において電力会社やアグリゲータから制御要請が行なわれた実績率である。「受付率([%])」は、各時限において設備機器20がDR制御の制御要請に応じた実績率である。「抑制量([kW])」は、各時限において設備機器20がDR制御の制御要請に応じて調整した電力抑制量である。なお抑制量でなく、設備機器20の使用電力に対する抑制率を用いてもよい。「単価([円/kW])」は、各時限におけるインセンティブの単価である。 Furthermore, the storage unit 34 (control result storage unit) displays the control result of the demand response control performed by the facility device during a predetermined period “state (pattern) of the facility device at every predetermined time interval (for example, every 30 minutes)”. Store it in association with. Here, the “control result” is information including the number of control requests, the number of demand response controls performed in response to the control request, the power suppression amount adjusted by the demand response control, and the incentive unit price. Specifically, the storage unit 34 stores information such as a request rate, an acceptance rate, a suppression amount, and an incentive unit price as shown in FIG. 5 for each pattern as a control result of DR control. The “request rate ([%])” is an actual rate at which a control request is made from an electric power company or an aggregator in each time period. The “acceptance rate ([%])” is a performance rate at which the facility device 20 responds to a control request for DR control in each time period. The “suppression amount ([kW])” is a power suppression amount adjusted by the equipment device 20 in response to a control request for DR control in each time period. In addition, you may use the suppression rate with respect to the electric power used of the equipment 20 instead of the suppression amount. “Unit price ([yen / kW])” is the unit price of the incentive in each time period.
 設定部35は、入力部32から入力された情報等に基づいて、設備機器20の制御条件を設定するものである。 The setting unit 35 sets control conditions for the equipment 20 based on information input from the input unit 32 and the like.
 演算部36は、制御装置30に記憶された情報等に基づいて各種演算を実行するものであり、例えばCPU、ROM及びRAMから構成される。演算部36は、上述の記憶部34に記憶されているプログラムを読み出して実行することにより、図4に示されている、予測量算出部36a及び期待値導出部36bの機能を有する。 The calculation unit 36 performs various calculations based on information stored in the control device 30 and is composed of, for example, a CPU, a ROM, and a RAM. The calculation unit 36 has the functions of the prediction amount calculation unit 36a and the expected value derivation unit 36b shown in FIG. 4 by reading and executing the program stored in the storage unit 34 described above.
 予測量算出部36aは、所定時間後の設備機器20の状態のパターンと期待値とに基づいて、所定時間後のインセンティブの予測量を算出するものである。具体的には、予測量算出部36aは、算出期間における設備機器20の状態を所定時間間隔毎の複数のパターンに分類し、分類した各パターンと期待値とに基づいて、インセンティブの予測量を算出する。予測量算出部36aの動作の詳細については後述する。 The predicted amount calculation unit 36a calculates the predicted amount of the incentive after a predetermined time based on the pattern of the state of the equipment device 20 after the predetermined time and the expected value. Specifically, the predicted amount calculation unit 36a classifies the state of the equipment device 20 in the calculation period into a plurality of patterns for each predetermined time interval, and calculates the predicted amount of incentive based on the classified patterns and expected values. calculate. Details of the operation of the predicted amount calculation unit 36a will be described later.
 期待値導出部36bは、過去の実績データ等に基づいて、インセンティブの予測量に関する期待値を導出するものである。ここでは、期待値導出部36b(パターン分類部)は、所定期間における設備機器20の状態を所定時間間隔毎の複数のパターンに分類する。また、期待値導出部36b(期待値算出部)は、過去の制御結果等に基づいて、分類したパターン毎に期待値を算出する。そして、期待値導出部36b(期待値書込部)は、算出した期待値を記憶部34に書き込む。期待値導出部36bの動作の詳細については後述する。 The expected value deriving unit 36b derives an expected value related to the predicted amount of incentive based on past performance data and the like. Here, the expected value deriving unit 36b (pattern classification unit) classifies the state of the equipment device 20 in a predetermined period into a plurality of patterns at predetermined time intervals. Further, the expected value deriving unit 36b (expected value calculating unit) calculates an expected value for each classified pattern based on the past control result and the like. Then, the expected value deriving unit 36 b (expected value writing unit) writes the calculated expected value in the storage unit 34. Details of the operation of the expected value deriving unit 36b will be described later.
 制御部37は、設定部35により設定された制御条件等に基づいて設備機器20を制御するものである。 The control unit 37 controls the equipment 20 based on the control conditions set by the setting unit 35.
 (3)制御装置30の動作
 図6は制御装置30の動作を説明するための工程図である。
(3) Operation of Control Device 30 FIG. 6 is a process diagram for explaining the operation of the control device 30.
 (3-1)期待値導出工程
 まず、インセンティブ予測量を算出するための「期待値」の導出について説明する。
(3-1) Expected Value Deriving Step First, the derivation of the “expected value” for calculating the incentive prediction amount will be described.
 制御装置30の記憶部34(制御結果記憶部)には、設備機器20で行なわれたデマンドレスポンス制御の制御結果と、設備機器20の状態とが所定時間間隔毎に関連付けて適時記憶される。ここでは、30分毎の時限に区切ってDR制御の制御結果が記憶部34に記憶される。また、制御結果として、制御要請の回数、制御要請に応じて行われたデマンドレスポンス制御の回数、デマンドレスポンス制御により調整された電力消費量、及びインセンティブの単価などが記憶部34に記憶される(T1)。 In the storage unit 34 (control result storage unit) of the control device 30, the control result of the demand response control performed by the facility device 20 and the state of the facility device 20 are stored in association with each other at predetermined time intervals. Here, the control result of the DR control is stored in the storage unit 34 divided into time intervals of every 30 minutes. Further, as the control result, the number of control requests, the number of demand response controls performed in response to the control request, the power consumption adjusted by the demand response control, the unit price of incentive, and the like are stored in the storage unit 34 ( T1).
 次に、制御装置30の期待値導出部36bにより、所定期間における設備機器20の状態が、予め定義された分類項目に従って、所定時間間隔毎の複数のパターンに分類される(T2)。 Next, the expected value deriving unit 36b of the control device 30 classifies the state of the equipment device 20 in a predetermined period into a plurality of patterns at predetermined time intervals according to a predefined classification item (T2).
 続いて、制御装置30の期待値導出部36bにより、所定期間における設備機器20の状態に基づいて、DR制御の制御結果が記憶部34から抽出される(T3)。そして、期待値導出部36bにより、分類されたパターンと、抽出されたDR制御の制御結果とに基づいて各パターンにおける期待値が算出される(T4)。期待値は、例えば図5に示されるように、要請率、受付率、抑制量、及びインセンティブ単価の積から算出されるものである。具体的には、『期待値=要請率×受付率×抑制量×インセンティブ単価』の式で算出される。例えば図5に示されるパターン番号10の場合、要請率、受付率、抑制量、インセンティブは、それぞれ80[%],5[%],10[kW],2[円/kW]であるので、期待値は『0.8[円]』と求められている。ここで算出された期待値は記憶部34に書き込まれる。 Subsequently, the control result of the DR control is extracted from the storage unit 34 based on the state of the equipment device 20 in the predetermined period by the expected value deriving unit 36b of the control device 30 (T3). Then, the expected value derivation unit 36b calculates an expected value in each pattern based on the classified pattern and the extracted control result of the DR control (T4). As shown in FIG. 5, for example, the expected value is calculated from the product of the request rate, the acceptance rate, the suppression amount, and the incentive unit price. Specifically, it is calculated by the formula “expected value = request rate × acceptance rate × suppression amount × incentive unit price”. For example, in the case of pattern number 10 shown in FIG. 5, the request rate, acceptance rate, suppression amount, and incentive are 80 [%], 5 [%], 10 [kW], and 2 [yen / kW], respectively. Expected value is calculated as “0.8 [yen]”. The expected value calculated here is written in the storage unit 34.
 なお、「抑制量」及び「インセンティブ単価」が複数の実績値を有している場合、目的に合わせて以下の算出方法のうちの1つを選択することができる。すなわち、最も起こる可能性が高い値を知りたい場合には「最頻値」を採用できる。また、前回と同条件の前提において可能性の高い値を知りたい場合には「直前の値」を採用できる。また、最も期待できない場合の値を知りたい場合には「最小値」を採用できる。また、期待値が最大の場合の値を知りたい場合には「最大値」を採用できる。また、平均的な場合の値を知りたい場合には「平均値」を採用できる。 In addition, when the “suppression amount” and “incentive unit price” have a plurality of actual values, one of the following calculation methods can be selected according to the purpose. That is, when it is desired to know the value most likely to occur, the “mode value” can be adopted. In addition, when it is desired to know a highly likely value under the same condition as the previous time, the “prior value” can be adopted. In addition, the “minimum value” can be adopted when it is desired to know the value when it is least expected. Further, when it is desired to know the value when the expected value is the maximum, the “maximum value” can be adopted. Further, when it is desired to know the average value, the “average value” can be adopted.
 また、設備機器の導入当初などにおいて、過去の実績データを有さない場合には、類似物件の平均値などから期待値を求めてもよい。そして、十分に実績データが蓄積された後に実績値を自物件から導出したものと置き換えてもよい。 Also, when there is no past performance data at the beginning of the installation of equipment, the expected value may be obtained from the average value of similar properties. Then, after the result data is sufficiently accumulated, the result value may be replaced with one derived from the own property.
 (3-2)インセンティブ予測量算出工程
 次に、前述の期待値を用いたインセンティブ予測量の算出について説明する。
(3-2) Incentive Prediction Amount Calculation Step Next, calculation of the incentive prediction amount using the above-described expected value will be described.
 まず、制御装置30に入力部32を介して、ユーザが所望する、インセンティブの予測量の「算出期間」が入力される(S1)。例えば、算出期間として、「2015年1月13日8時00分~2015年1月13日9時59分」といった情報が入力される(図7(a))。 First, the “calculation period” of the predicted amount of incentive desired by the user is input to the control device 30 via the input unit 32 (S1). For example, information such as “January 13, 2015 at 8:00 to January 13, 2015 at 9:59” is input as the calculation period (FIG. 7A).
 続いて、制御装置30の予測量算出部36aにより、算出期間における設備機器20の状態が所定時間間隔毎の複数のパターンに分類される(S2)。具体的には、過去の実績データなどに基づいて、30分毎の設備機器の状態に対してパターンが定義される。ここでは、「8:00から8:30までの時限」「8:30から9:00までの時限」「9:00から9:30までの時限」「9:30から10:00までの時限」の設備機器の状態が、それぞれパターン番号10,11,12,13として分類されている(図7(b))。 Subsequently, the state of the facility device 20 in the calculation period is classified into a plurality of patterns at predetermined time intervals by the predicted amount calculation unit 36a of the control device 30 (S2). Specifically, a pattern is defined for the state of equipment every 30 minutes based on past performance data and the like. Here, "Time period from 8:00 to 8:30", "Time period from 8:30 to 9:00", "Time period from 9:00 to 9:30", "Time period from 9:30 to 10:00" Are classified as pattern numbers 10, 11, 12, and 13 (FIG. 7B).
 次に、予測量算出部36aにより、これらのパターンに対応する期待値が記憶部34から抽出される(S3)。ここでは、パターン番号10,11,12,13に対応する期待値「8.0円」「15.2円」「15.2円」「0.6円」が、記憶部34からそれぞれ抽出される(図7(c))。 Next, an expected value corresponding to these patterns is extracted from the storage unit 34 by the predicted amount calculation unit 36a (S3). Here, expected values “8.0 yen”, “15.2 yen”, “15.2 yen”, and “0.6 yen” corresponding to the pattern numbers 10, 11, 12, and 13 are extracted from the storage unit 34, respectively. (FIG. 7C).
 続いて、予測量算出部36aにより、抽出した期待値の合計がインセンティブ予測量として求められる。そして、出力部33を介してインセンティブ予測量が提示される(S4)。ここでは、算出期間に対応するインセンティブ予測量が『31.8円』と提示される(図7(d))。 Subsequently, the total of the extracted expected values is obtained as the incentive prediction amount by the prediction amount calculation unit 36a. Then, the incentive prediction amount is presented via the output unit 33 (S4). Here, the incentive prediction amount corresponding to the calculation period is presented as “31.8 yen” (FIG. 7D).
 以上説明したように、本実施形態に係る制御装置30によれば、指定した算出期間において、獲得が見込めるインセンティブ予測量が提示される。 As described above, according to the control device 30 according to the present embodiment, an incentive prediction amount that can be obtained in the specified calculation period is presented.
 (4)特徴
 (4-1)
 本発明の一実施形態に係る制御装置30(インセンティブ予測量提示装置)は、設備機器20が制御要請に応じてエネルギー消費量を調整するデマンドレスポンス制御を所定の制御条件で行った場合、設備機器20のユーザに対してインセンティブを付与するエネルギー消費量管理システムに用いられる。制御装置30は、インセンティブの予測量を提示するものであり、記憶部34(期待値記憶部)と予測量算出部36aと出力部33(予測量提示部)とを備える。記憶部34は、設備機器20の状態に応じて所定時間間隔毎に分類されたパターンに関連付けて、インセンティブの予測量に関する期待値を記憶する。予測量算出部36aは、所定時間後の設備機器20の状態のパターンと期待値とに基づいて、所定時間後のインセンティブの予測量を算出する。出力部33は、インセンティブの予測量を提示する。
(4) Features (4-1)
The control device 30 (incentive prediction amount presentation device) according to an embodiment of the present invention is configured such that when the facility device 20 performs demand response control in which energy consumption is adjusted according to a control request, under a predetermined control condition, the facility device It is used in an energy consumption management system that gives incentives to 20 users. The control device 30 presents a predicted amount of incentive, and includes a storage unit 34 (expected value storage unit), a predicted amount calculation unit 36a, and an output unit 33 (predicted amount presentation unit). The storage unit 34 stores an expected value related to the predicted amount of incentives in association with patterns classified at predetermined time intervals according to the state of the equipment device 20. The predicted amount calculation unit 36a calculates the predicted amount of the incentive after a predetermined time based on the pattern of the state of the equipment device 20 after the predetermined time and the expected value. The output unit 33 presents a predicted amount of incentive.
 よって、制御装置30が所定時間後のインセンティブの予測量を提示するので、設備機器20に対するデマンドレスポンス制御の制御条件の妥当性をユーザに判断させることが可能となる。 Therefore, since the control device 30 presents the predicted amount of incentive after a predetermined time, it is possible to allow the user to determine the validity of the control condition of the demand response control for the equipment device 20.
 (4-2)
 また、制御装置30は、入力部32(算出期間設定部)を介して、インセンティブの予測量の算出期間の設定を受け付ける。予測量算出部36aは、算出期間における設備機器20の状態を所定時間間隔毎の複数のパターンに分類し、分類した各パターンと期待値とに基づいて、インセンティブの予測量を算出する。このような構成により、ユーザはデマンドレスポンス制御の妥当性を判断したい時期を設定できる。
(4-2)
In addition, the control device 30 receives the setting of the calculation period of the incentive prediction amount via the input unit 32 (calculation period setting unit). The predicted amount calculation unit 36a classifies the state of the equipment device 20 in the calculation period into a plurality of patterns for each predetermined time interval, and calculates an incentive predicted amount based on the classified patterns and expected values. With such a configuration, the user can set a time when he / she wants to determine the validity of demand response control.
 (4-3)
 また、制御装置30は、記憶部34(制御結果記憶部)と期待値導出部36b(パターン分類部、期待値算出部、及び期待値書込部)とを備える。記憶部34は、所定期間における、設備機器20で行なわれたデマンドレスポンス制御の制御結果を所定時間間隔毎に記憶する。期待値導出部36b(パターン分類部)は、所定期間における設備機器20の状態を所定時間間隔毎の複数のパターンに分類する。期待値導出部36b(期待値算出部)は、制御結果に基づいて、分類したパターン毎に期待値を算出する。期待値導出部36b(期待値書込部)は、算出しれた期待値を記憶部34に書き込む。制御装置30が期待値を適宜算出して更新するので、インセンティブの予測量の確度を高めることができる。
(4-3)
In addition, the control device 30 includes a storage unit 34 (control result storage unit) and an expected value derivation unit 36b (pattern classification unit, expected value calculation unit, and expected value writing unit). The memory | storage part 34 memorize | stores the control result of the demand response control performed in the equipment 20 in the predetermined period for every predetermined time interval. The expected value deriving unit 36b (pattern classification unit) classifies the state of the equipment device 20 in a predetermined period into a plurality of patterns at predetermined time intervals. The expected value deriving unit 36b (expected value calculating unit) calculates an expected value for each classified pattern based on the control result. The expected value deriving unit 36 b (expected value writing unit) writes the calculated expected value in the storage unit 34. Since the control device 30 calculates and updates the expected value as appropriate, the accuracy of the incentive prediction amount can be increased.
 (4-4)
 また、制御装置30は、制御結果として、制御要請の回数、制御要請に応じて行われたデマンドレスポンス制御の回数、デマンドレスポンス制御により調整されたエネルギー消費量、及びインセンティブの単価を含む情報に基づいて期待値を算出している。これにより、制御装置30は高確度のインセンティブの予測量を提示できる。
(4-4)
Further, the control device 30 is based on information including the number of control requests, the number of demand response controls performed in response to the control request, the energy consumption adjusted by the demand response control, and the incentive unit price as a control result. Expected value. Thereby, the control apparatus 30 can show the prediction amount of a highly accurate incentive.
 (5)変形例
 (5-1)変形例1A
 本実施形態に係る制御装置30では、入力部32を介して算出期間の入力を受け付ける構成としていたが、設備機器の予定状態情報及び予定期間を受け付ける構成であってもよい。「予定状態情報」は予定期間に予定される設備機器の状態を示す情報である。例えば、予定状態情報としては、空調機の稼働率及び日時情報を示す運転スケジュールなどが挙げられる。予定状態情報は通信部31又は入力部32を介して受け付けられる。予定状態情報及び予定期間が受け付けられた後は、上述したのと同様の動作が行なわれる。すなわち、予測量算出部36aにより、予定期間における設備機器の状態が所定時間間隔毎の複数のパターンに分類され、分類された各パターンと期待値とに基づいて、インセンティブの予測量が算出される。
(5) Modification (5-1) Modification 1A
In the control device 30 according to the present embodiment, the input of the calculation period is received via the input unit 32. However, the control apparatus 30 may be configured to receive the planned state information and the planned period of the equipment. “Scheduled state information” is information indicating the state of the equipment that is scheduled in the scheduled period. For example, the schedule state information includes an operation schedule indicating the operating rate and date / time information of the air conditioner. Scheduled state information is received via the communication unit 31 or the input unit 32. After the scheduled state information and the scheduled period are received, the same operation as described above is performed. That is, the predicted amount calculation unit 36a classifies the state of the equipment in the scheduled period into a plurality of patterns for each predetermined time interval, and calculates the predicted amount of incentive based on each classified pattern and the expected value. .
 変形例1Aに係る制御装置30では、予定期間における設備機器の予定状態情報を設定できるので、予定期間におけるデマンドレスポンス制御の妥当性をユーザに判断させることができる。 Since the control device 30 according to the modified example 1A can set the schedule state information of the equipment in the scheduled period, the user can determine the validity of the demand response control in the scheduled period.
 (5-2)変形例1B
 本実施形態に係る制御装置30では、インセンティブ予測量の提示態様として、今後見込まれるインセンティブ量を単に示す構成としていたが、インセンティブの目標量を設定し、その目標量に達するまでの到達日数を提示するものであってもよい。具体的には、まず、入力部32(目標量設定部)が、インセンティブの目標量の設定を受け付ける。続いて、演算部36(目標日数算出部)が、インセンティブの予測量に基づいて、目標量に達するまでに要する日数を示す「目標日数」を算出する。そして、出力部33(予測量提示部)が目標日数を提示する。これにより、例えば『10000円まで、あとX1日』といった表示がなされる。
(5-2) Modification 1B
In the control device 30 according to the present embodiment, the incentive prediction amount is presented by simply indicating the expected incentive amount in the future, but the incentive target amount is set and the number of days until reaching the target amount is presented. You may do. Specifically, first, the input unit 32 (target amount setting unit) accepts setting of a target amount of incentive. Subsequently, the calculation unit 36 (target day calculation unit) calculates “target days” indicating the number of days required to reach the target amount based on the predicted amount of incentives. Then, the output unit 33 (predicted amount presentation unit) presents the target number of days. Thereby, for example, “Up to 10,000 yen, another X1 days” is displayed.
 変形例1Bに係る制御装置30は、インセンティブの目標量に達するまでの目標日数を提示するので、デマンドレスポンス制御の制御条件の妥当性をユーザに容易に判断させることができる。 Since the control device 30 according to the modified example 1B presents the target number of days until the target amount of incentive is reached, the user can easily determine the validity of the control condition for demand response control.
 (5-3)変形例1C
 本実施形態に係る制御装置30は、インセンティブ予測量の提示態様として、今後見込まれるインセンティブ量と過去の実績値とを比較して提示するものであってもよい。
(5-3) Modification 1C
The control apparatus 30 which concerns on this embodiment may compare and show the incentive amount anticipated in the future and the past performance value as a presentation aspect of the incentive prediction amount.
 この場合、前提として、記憶部34(実績量記憶部)が、デマンドレスポンス制御に起因して付与されたインセンティブの実績量を時間情報に関連付けて記憶する。かかる前提において、演算部36(実績比較量算出部)が、インセンティブの予測量に対応する所定時間後の時間情報に基づいて、記憶部34に記憶されたインセンティブの実績量を抽出し、抽出したインセンティブの実績量と所定時間後のインセンティブの予測量との比較を示す「実績比較量」を算出する。そして、出力部33(予測量提示部)が実績比較量を提示する。例えば、制御装置30は『昨年同月実績に対し、X2%増加』等の表示を行なう。 In this case, as a premise, the storage unit 34 (actual amount storage unit) stores the incentive actual amount given due to demand response control in association with the time information. Based on this assumption, the calculation unit 36 (actual comparison amount calculation unit) extracts and extracts the incentive performance amount stored in the storage unit 34 based on time information after a predetermined time corresponding to the incentive prediction amount. An “actual comparison amount” indicating a comparison between the actual amount of incentives and the predicted amount of incentives after a predetermined time is calculated. Then, the output unit 33 (predicted amount presenting unit) presents the actual comparison amount. For example, the control device 30 displays “X2% increase from the same month last year” or the like.
 変形例1Cに係る制御装置30は、インセンティブの実績量と所定時間後のインセンティブの予測量との比較を提示するので、デマンドレスポンス制御の制御条件の妥当性をユーザに容易に判断させることができる。 Since the control device 30 according to the modified example 1C presents a comparison between the actual amount of incentives and the predicted amount of incentives after a predetermined time, the user can easily determine the validity of the control conditions for demand response control. .
 (5-4)変形例1D
 本実施形態に係る制御装置30は、既に予測したインセンティブ予測量の実績値と、過去の実績値とを比較して提示するものであってもよい。
(5-4) Modification 1D
The control device 30 according to the present embodiment may compare and present the already predicted actual value of the incentive prediction amount with the past actual value.
 この場合、前提として、記憶部34(実績量記憶部)が、デマンドレスポンス制御に起因して付与されたインセンティブの実績量を時間情報に関連付けて記憶する。さらに、記憶部34(予測量記憶部)は、インセンティブの予測量を時間情報に関連付けて記憶する。このような前提において、演算部36(同一時間比較量算出部)が、時間情報が同一の予測量と実績量との比較を示す「同一時間比較量」を算出する。そして、出力部33(予測量提示部)が同一時間比較量を提示する。これにより、例えば『見込額と実績額の差として、X3円/時限減少』『見込額の誤差率として、-X4%』といった表示がなされる。 In this case, as a premise, the storage unit 34 (actual amount storage unit) stores the incentive actual amount given due to demand response control in association with the time information. Furthermore, the storage unit 34 (prediction amount storage unit) stores the incentive prediction amount in association with the time information. Under such a premise, the calculation unit 36 (same time comparison amount calculation unit) calculates “same time comparison amount” indicating a comparison between the predicted amount and the actual amount having the same time information. Then, the output unit 33 (predicted amount presenting unit) presents the same time comparison amount. Thereby, for example, “X3 yen / time reduction as the difference between the expected amount and the actual amount” and “−X4% as the error rate of the estimated amount” are displayed.
 変形例1Dに係る制御装置30は、時間情報が同一の予測量と実績量との比較を提示するので、インセンティブ予測量提示装置で提示された予測量の妥当性を検証できる。 Since the control device 30 according to the modified example 1D presents a comparison between the predicted amount and the actual amount having the same time information, the validity of the predicted amount presented by the incentive predicted amount presentation device can be verified.
 (5-5)変形例1E
 本実施形態では、制御装置30の出力部33がDR制御の制御結果を提示する構成としたが、図8に示すように、インセンティブ予測量を提示する提示装置40を制御装置30とは個別に備える構成であってもよい。このような構成であれば、ユーザは制御装置30の設置場所によらずにインセンティブ予測量を確認することができる。
(5-5) Modification 1E
In the present embodiment, the output unit 33 of the control device 30 is configured to present the control result of the DR control. However, as illustrated in FIG. 8, the presentation device 40 that presents the incentive prediction amount is separated from the control device 30. The structure provided may be sufficient. With this configuration, the user can check the incentive prediction amount regardless of the installation location of the control device 30.
 (5-6)変形例1F
 さらに、制御装置30は、設備機器20に、ネットワークNWを介して接続されていてもよい。また、制御装置30とは個別に、インセンティブ予測量を提示する提示装置40を設けてもよい。例えば、図9に示すように、各装置がインターネット等を介してクラウド型の構成であってもよい。提示装置40はネットワークを介して各装置に接続しているので、ユーザは任意の場所でDR制御の制御結果を確認することができる。
(5-6) Modification 1F
Further, the control device 30 may be connected to the facility device 20 via the network NW. Moreover, you may provide the presentation apparatus 40 which presents an incentive prediction amount separately from the control apparatus 30. FIG. For example, as shown in FIG. 9, each device may have a cloud configuration via the Internet or the like. Since the presentation device 40 is connected to each device via a network, the user can check the control result of the DR control at an arbitrary location.
 <付記>
 なお、本発明は、上記実施形態そのままに限定されるものではない。本発明は、実施段階ではその要旨を逸脱しない範囲で構成要素を変形して具体化できる。また、本発明は、上記実施形態に開示されている複数の構成要素の適宜な組み合わせにより種々の発明を形成できるものである。例えば、実施形態に示される全構成要素から幾つかの構成要素は削除してもよいものである。さらに、異なる実施形態に構成要素を適宜組み合わせてもよいものである。
<Appendix>
In addition, this invention is not limited to the said embodiment as it is. The present invention can be embodied by modifying the components without departing from the scope of the invention in the implementation stage. In addition, the present invention can form various inventions by appropriately combining a plurality of constituent elements disclosed in the above embodiments. For example, some components may be deleted from all the components shown in the embodiment. Furthermore, constituent elements may be appropriately combined in different embodiments.
 10  電力管理装置
 20  設備機器
 30  制御装置(インセンティブ予測量提示装置)
 31  通信部(予定状態情報設定部)
 32  入力部(算出期間設定部、予定状態情報設定部、目標量設定部)
 33  出力部(予測量提示部)
 34  記憶部(期待値記憶部、制御結果記憶部、実績量記憶部、予測量記憶部)
 35  設定部
 36  演算部(目標日数算出部、実績比較量算出部、同一時間比較量算出部)
 36a 予測量算出部
 36b 期待値導出部(パターン分類部、期待値算出部、期待値書込部)
 37  制御部
 40  提示装置
DESCRIPTION OF SYMBOLS 10 Power management apparatus 20 Equipment 30 Control apparatus (incentive prediction amount presentation apparatus)
31 Communication unit (planned state information setting unit)
32 Input unit (calculation period setting unit, scheduled state information setting unit, target amount setting unit)
33 Output unit (predicted amount presentation unit)
34 storage unit (expected value storage unit, control result storage unit, actual amount storage unit, predicted amount storage unit)
35 setting unit 36 calculation unit (target days calculation unit, actual comparison amount calculation unit, same time comparison amount calculation unit)
36a Predicted amount calculating unit 36b Expected value deriving unit (pattern classification unit, expected value calculating unit, expected value writing unit)
37 control unit 40 presentation device
特開2005-250523号公報JP 2005-250523 A

Claims (8)

  1.  設備機器(20)が制御要請に応じてエネルギー消費量を調整するデマンドレスポンス制御を所定の制御条件で行った場合、前記設備機器のユーザに対してインセンティブを付与するエネルギー消費量管理システムに用いられる、前記インセンティブの予測量を提示するインセンティブ予測量提示装置(30)であって、
     前記設備機器の状態に応じて所定時間間隔毎に分類されたパターンに関連付けて、前記インセンティブの予測量に関する期待値を記憶する期待値記憶部(34)と、
     所定時間後の前記設備機器の状態のパターンと前記期待値とに基づいて、所定時間後のインセンティブの予測量を算出する予測量算出部(36a)と、
     前記インセンティブの予測量を提示する予測量提示部(33)と、
     を備える、インセンティブ予測量提示装置。
    When the equipment device (20) performs demand response control for adjusting the energy consumption in response to a control request under a predetermined control condition, the equipment is used for an energy consumption management system that gives an incentive to the user of the equipment. An incentive prediction amount presentation device (30) for presenting the prediction amount of the incentive,
    An expected value storage unit (34) for storing an expected value related to the predicted amount of the incentive in association with patterns classified at predetermined time intervals according to the state of the equipment;
    A predicted amount calculation unit (36a) that calculates a predicted amount of incentives after a predetermined time based on the pattern of the state of the equipment after a predetermined time and the expected value;
    A prediction amount presentation unit (33) for presenting the prediction amount of the incentive;
    An incentive prediction amount presentation device comprising:
  2.  前記インセンティブの予測量の算出期間を設定する算出期間設定部(32)をさらに備え、
     前記予測量算出部は、前記算出期間における前記設備機器の状態を前記所定時間間隔毎の複数のパターンに分類し、分類した各パターンと前記期待値とに基づいて、前記インセンティブの予測量を算出する、
     請求項1に記載のインセンティブ予測量提示装置。
    A calculation period setting unit (32) for setting a calculation period of the predicted amount of the incentive,
    The predicted amount calculation unit classifies the state of the equipment in the calculation period into a plurality of patterns for each predetermined time interval, and calculates the predicted amount of the incentive based on the classified patterns and the expected value. To
    The incentive prediction amount presentation device according to claim 1.
  3.  予定期間に予定される、前記設備機器の状態を示す予定状態情報を設定する予定状態情報設定部(31,32)をさらに備え、
     前記予測量算出部は、前記予定期間における前記設備機器の状態を前記所定時間間隔毎の複数のパターンに分類し、分類した各パターンと前記期待値とに基づいて、前記インセンティブの予測量を算出する、
     請求項1または2に記載のインセンティブ予測量提示装置。
    A schedule state information setting unit (31, 32) configured to set schedule state information indicating the state of the facility device, which is scheduled in a scheduled period;
    The predicted amount calculation unit classifies the state of the equipment in the scheduled period into a plurality of patterns for each predetermined time interval, and calculates the predicted amount of the incentive based on the classified patterns and the expected value. To
    The incentive prediction amount presentation device according to claim 1 or 2.
  4.  所定期間における、前記設備機器で行なわれた前記デマンドレスポンス制御の制御結果を前記所定時間間隔毎に記憶する制御結果記憶部(34)と、
     前記所定期間における前記設備機器の状態を前記所定時間間隔毎の複数のパターンに分類するパターン分類部(36b)と、
     前記制御結果に基づいて、前記パターン分類部で分類されたパターン毎に前記期待値を算出する期待値算出部(36b)と、
     前記期待値算出部で算出された前記期待値を前記期待値記憶部に書き込む期待値書込部(36b)と、
     をさらに備える、請求項1から3のいずれか1項に記載のインセンティブ予測量提示装置。
    A control result storage unit (34) for storing a control result of the demand response control performed by the equipment in a predetermined period for each predetermined time interval;
    A pattern classification unit (36b) for classifying the state of the equipment in the predetermined period into a plurality of patterns for each predetermined time interval;
    An expected value calculation unit (36b) that calculates the expected value for each pattern classified by the pattern classification unit based on the control result;
    An expected value writing unit (36b) for writing the expected value calculated by the expected value calculating unit into the expected value storage unit;
    The incentive prediction amount presentation device according to any one of claims 1 to 3, further comprising:
  5.  前記制御結果は、前記制御要請の回数、前記制御要請に応じて行われたデマンドレスポンス制御の回数、前記デマンドレスポンス制御により調整されたエネルギー消費量、及び前記インセンティブの単価を含む情報である、
     請求項4に記載のインセンティブ予測量提示装置。
    The control result is information including the number of control requests, the number of demand response controls performed in response to the control request, the energy consumption adjusted by the demand response control, and the unit price of the incentive.
    The incentive prediction amount presentation device according to claim 4.
  6.  前記インセンティブの目標量を設定する目標量設定部(32)と、
     前記インセンティブの予測量に基づいて、前記目標量に達するまでに要する日数を示す目標日数を算出する目標日数算出部(36)と、をさらに備え、
     前記予測量提示部は、前記目標日数を提示する、
     請求項1から5のいずれか1項に記載のインセンティブ予測量提示装置。
    A target amount setting unit (32) for setting a target amount of the incentive;
    A target day calculation unit (36) for calculating a target number of days indicating the number of days required to reach the target amount based on the predicted amount of the incentive,
    The predicted amount presentation unit presents the target number of days.
    The incentive prediction amount presentation device according to any one of claims 1 to 5.
  7.  前記デマンドレスポンス制御に起因して付与されたインセンティブの実績量を時間情報に関連付けて記憶する実績量記憶部(34)と、
     前記インセンティブの予測量に対応する所定時間後の時間情報に基づいて、前記実績量記憶部に記憶されたインセンティブの実績量を抽出し、抽出したインセンティブの実績量と前記所定時間後のインセンティブの予測量との比較を示す実績比較量を算出する実績比較量算出部(36)と、をさらに備え、
     前記予測量提示部は、前記実績比較量を提示する、
     請求項1から6のいずれか1項に記載のインセンティブ予測量提示装置。
    An actual amount storage unit (34) for storing an incentive actual amount given due to the demand response control in association with time information;
    Based on the time information after a predetermined time corresponding to the predicted amount of the incentive, the actual amount of the incentive stored in the actual amount storage unit is extracted, and the extracted actual amount of the incentive and the prediction of the incentive after the predetermined time A performance comparison amount calculation unit (36) that calculates a performance comparison amount indicating a comparison with the amount;
    The predicted amount presentation unit presents the performance comparison amount.
    The incentive prediction amount presentation device according to any one of claims 1 to 6.
  8.  前記デマンドレスポンス制御に起因して付与されたインセンティブの実績量を時間情報に関連付けて記憶する実績量記憶部(34)と、
     前記インセンティブの予測量を時間情報に関連付けて記憶する予測量記憶部(34)と、
     前記時間情報が同一の前記予測量と前記実績量との比較を示す同一時間比較量を算出する同一時間比較量算出部(36)と、をさらに備え、
     前記予測量提示部は、前記同一時間比較量を提示する、
     請求項1から7のいずれか1項に記載のインセンティブ予測量提示装置。
    An actual amount storage unit (34) for storing an incentive actual amount given due to the demand response control in association with time information;
    A prediction amount storage unit (34) for storing the prediction amount of the incentive in association with time information;
    An identical time comparison amount calculation unit (36) for calculating an identical time comparison amount indicating a comparison between the predicted amount and the actual amount having the same time information;
    The predicted amount presentation unit presents the same time comparison amount.
    The incentive prediction amount presentation device according to any one of claims 1 to 7.
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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH11178247A (en) * 1997-12-11 1999-07-02 Matsushita Electric Ind Co Ltd Power consumption management system
JP2014096946A (en) * 2012-11-09 2014-05-22 Toshiba Corp Power saving type power storage and heat storage optimization device, optimization method and optimization program

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* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH11178247A (en) * 1997-12-11 1999-07-02 Matsushita Electric Ind Co Ltd Power consumption management system
JP2014096946A (en) * 2012-11-09 2014-05-22 Toshiba Corp Power saving type power storage and heat storage optimization device, optimization method and optimization program

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