Availability prediction apparatus for electric power storage device

• US 9,915,928 B2
• Filed: 10/01/2013
• Issued: 03/13/2018
• Est. Priority Date: 10/02/2012
• Status: Active Grant

• Current Assignee: DENSO Corporation, Nagoya University
• Original Assignee: DENSO Corporation, Nagoya University
• Inventors: Ito, Akira, Kanamori, Junichirou, Fujita, Mitsuru, Suzuki, Tatsuya, Inagaki, Shinkichi, Yamaguchi, Takuma, Sumiya, Masahiro
• Primary Examiner(s): Lo, Kenneth M
• Assistant Examiner(s): Huntley, Michael J.
• Application Number:
  US14/043,003
• Publication Number:
  US 20140094981A1
• Time in Patent Office: 1,624 Days
• Field of Search: 700291
• CPC Class Codes: B60L 2260/58 Departure time prediction
• CPC Class Codes: B60L 3/12 Recording operating variables ; Monitoring of operating variables
• CPC Class Codes: B60L 53/14 Conductive energy transfer
• CPC Class Codes: B60L 53/51 Photovoltaic means
• CPC Class Codes: B60L 55/00 Arrangements for supplying energy stored within a vehicle to a power network, i.e. vehicle-to-grid [V2G] arrangements
• CPC Class Codes: G05B 13/026 using a predictor
• CPC Class Codes: Y02E 60/00 Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
• CPC Class Codes: Y02T 10/70 Energy storage systems for electromobility, e.g. batteries
• CPC Class Codes: Y02T 10/7072 Electromobility specific charging systems or methods for batteries, ultracapacitors, supercapacitors or double-layer capacitors
• CPC Class Codes: Y02T 90/12 Electric charging stations
• CPC Class Codes: Y02T 90/14 Plug-in electric vehicles
• CPC Class Codes: Y02T 90/16 Information or communication technologies improving the operation of electric vehicles
• CPC Class Codes: Y04S 10/126 the energy generation units being or involving electric vehicles [EV] or hybrid vehicles [HEV], i.e. power aggregation of EV or HEV, vehicle to grid arrangements [V2G]

Abstract

An availability prediction apparatus includes an access section that accesses a storage section and a prediction section. The storage section stores availability specified periods occurred before a present time associated with respective frequencies of the availability specified periods, and the access section acquires the availability specified periods from the storage section. The prediction section predicts at least one target availability specified period within a prediction term, which begins at the present time and ends at a time later than the present time by a predetermined term. The prediction section includes a correlating section that correlates the availability specified periods with candidate periods included in the prediction term, and a selection section that specifies and selects one of the candidate periods having a highest occurrence probability as the target availability specified period.

Claims

1. An availability prediction apparatus for an electric power storage device of an electric power system that executes an electric power transfer control using the electric power storage device, the electric power storage device being equipped to a vehicle, the availability prediction apparatus comprising:

an access section that accesses a storage section storing a plurality of availability specified periods which occurred before a present time associated with respective frequencies of the availability specified periods and acquires the availability specified periods and the respective frequencies of the availability specified periods from the storage section, the availability specified periods being available periods or unavailable periods, wherein, during the available periods, the electric power storage device is available for the electric power transfer control by electrically connecting the vehicle equipped with the electric power storage device to the electric power system, and during the unavailable periods, the electric power storage device is unavailable for the electric power transfer control by electrically disconnecting the vehicle equipped with the electric power storage device from the electric power system; and

a prediction section that executes a prediction process in order to predict at least one target availability specified period which will occur within a prediction term based on the availability specified periods and the respective frequencies of the availability specified periods acquired by the access section, the prediction term beginning at the present time and ending at a time later than the present time by a predetermined term,

wherein the prediction section includes;

a correlating section that correlates the availability specified periods acquired by the access section with a plurality of candidate periods included in the prediction term; and

a selection section that specifies and selects one of the candidate periods having a highest occurrence probability, which is correlated with one of the availability specified periods having a highest frequency,

wherein the prediction section sets the one of the candidate periods having the highest occurrence probability as the target availability specified period,

wherein the electric power transfer control is executed within the electric power system based on the target availability specified period,

wherein the electric power transfer control includes an electric power supply from the electric power storage device equipped to the vehicle to a load disposed outside of the vehicle and a charging of the electric power storage device equipped to the vehicle with an external power supply,

wherein the electric power system executes the electric power transfer control during the target availability specified period so that an operation parameter related to the electric power transfer control has an optimum value,

wherein the prediction section predicts a plurality of the target availability specified periods within the prediction term,

wherein the selection section selects the target availability specified periods under a condition that the target availability specified periods, which have been selected, are not overlapped with one another,

wherein, after the selection section selects the one of the candidate periods having the highest occurrence probability, the selection section further repeatedly selects another one of the candidate periods having a next highest occurrence probability from the candidate periods once or more times when a predetermined condition is satisfied, and

wherein, when the next highest occurrence probability of the another one of the candidate periods is equal to or higher than a threshold value, the predetermined condition is satisfied and the selection section selects the another one of the candidate periods having the next highest occurrence probability from the candidate periods.

2. The availability prediction apparatus according to claim 1,

wherein, during the prediction term, the prediction section repeatedly executes the prediction process at a prediction cycle, which is shorter than the prediction term.

3. The availability prediction apparatus according to claim 2, further comprising

a first determination section that determines whether the electric power storage device is available or unavailable for the electric power transfer control and outputs a connection determination result of the electric power storage device,

wherein, when the prediction section determines that a time corresponding to the connection determination result is included in the target availability specified period, the prediction section sets the time corresponding to the connection determination result as a start point of the target availability specified period, and predicts an end point of the target availability specified period, and

wherein, when the prediction section determines that the time corresponding to the connection determination result is not included in the target availability specified period, the prediction section predicts that the target availability specified period occurs later than the time corresponding to the connection determination result.

4. The availability prediction apparatus according to claim 2,

wherein the storage section stores the availability specified periods, which are included in a memorization unit term before the present time, associated with the respective frequencies of the availability specified periods,

wherein a length of the memorization unit term is N times of 24 hours, and herein N is a positive integer, and

wherein the correlating section correlates the availability specified periods included in the memorization unit term with the candidate periods included in the prediction term under a condition that a start point of each of the availability specified periods included in the memorization unit term is equal to a start point of the candidate period that is correlated and an end point of each of the availability specified periods included in the memorization unit term is equal to an end point of the candidate period that is correlated.

5. The availability prediction apparatus according to claim 1,

wherein the electric power system includes at least one electric device disposed inside of a building.

6. The availability prediction apparatus according to claim 1, further comprising

the storage section that stores the availability specified periods occurred before the present time associated with the respective frequencies of the availability specified periods.

7. The availability prediction apparatus according to claim 6, further comprising:

a second determination section that determines whether the electric power storage device is available for the electric power transfer control; and

an increment section that increments the frequency of one of the availability specified periods in a relative manner with respect to the respective frequencies of the availability specified periods other than the one of the availability specified periods when the increment section detects an occurrence of the one of the availability specified periods based on a determination result of the second determination section.

8. The availability prediction apparatus according to claim 1,

wherein the prediction section repeatedly performs the prediction process at a prediction cycle in order to repeatedly predict the target availability specified period,

wherein the electric power system further includes a controller that repeatedly executes a setting process at a setting cycle in order to repeatedly set a transfer power needed to be charged to or discharged from the electric power storage device based on the target availability specified period predicted by the prediction section,

wherein the setting cycle of the setting process is equal to or shorter than the prediction cycle of the prediction process, and

wherein the controller of the electric power system performs the electric power transfer control in the electric power storage device based on the transfer power.

9. The availability prediction apparatus according to claim 1, wherein the frequencies of the availability specified periods is stored as a frequency distribution matrix.

10. The availability prediction apparatus according to claim 1, wherein

the operation parameter related to the electric power transfer control includes a use cost of a system power supplied from a utility grid, and

the electric power system executes the electric power transfer control during the target availability specified period so that the use cost of the system power supplied from the utility grid has a minimum value.

11. The availability prediction apparatus according to claim 1, wherein

the electric power system further includes a solar panel which generates electric power using sunlight energy,

the operation parameter related to the electric power transfer control includes a usage rate of the electric power generated by the solar panel, and

the electric power system executes the electric power transfer control during the target availability specified period so that the usage rate of the electric power generated by the solar panel has a maximum value.

12. An availability prediction apparatus for an electric power storage device of an electric power system that executes an electric power transfer control using the electric power storage device, the electric power storage device being equipped to a vehicle, the availability prediction apparatus comprising:

an access section that accesses a storage section storing a plurality of availability specified periods which occurred before a present time associated with respective frequencies of the availability specified periods and acquires the availability specified periods and the respective frequencies of the availability specified periods from the storage section, the availability specified periods being available periods or unavailable periods, wherein, during the available periods, the electric power storage device is available for the electric power transfer control by electrically connecting the vehicle equipped with the electric power storage device to the electric power system, and during the unavailable periods, the electric power storage device is unavailable for the electric power transfer control by electrically disconnecting the vehicle equipped with the electric power storage device from the electric power system; and

a prediction section that executes a prediction process in order to predict at least one target availability specified period which will occur within a prediction term based on the availability specified periods and the respective frequencies of the availability specified periods acquired by the access section, the prediction term beginning at the present time and ending at a time later than the present time by a predetermined term,

wherein the prediction section includes;

a correlating section that correlates the availability specified periods acquired by the access section with a plurality of candidate periods included in the prediction term; and

a selection section that specifies and selects one of the candidate periods having a highest occurrence probability, which is correlated with one of the availability specified periods having a highest frequency,

wherein the prediction section sets the one of the candidate periods having the highest occurrence probability as the target availability specified period,

wherein the electric power transfer control is executed within the electric power system based on the target availability specified period,

wherein the electric power transfer control includes an electric power supply from the electric power storage device equipped to the vehicle to a load disposed outside of the vehicle and a charging of the electric power storage device equipped to the vehicle with an external power supply,

wherein the electric power system executes the electric power transfer control during the target availability specified period so that an operation parameter related to the electric power transfer control has an optimum value,

wherein the prediction section predicts a plurality of the target availability specified periods within the prediction term,

wherein the selection section selects the target availability specified periods under a condition that the target availability specified periods, which have been selected, are not overlapped with one another,

wherein, after the selection section selects the one of the candidate periods having the highest occurrence probability, the selection section further repeatedly selects another one of the candidate periods having a next highest occurrence probability from the candidate periods once or more times when a predetermined condition is satisfied, and

wherein, when the next highest occurrence probability of the another one of the candidate periods, which is to be selected, is decreased by an amount compared with the highest occurrence probability of the one of the candidate periods, which has been selected immediately before, or the next highest occurrence probability of the another one of the candidate periods, which has been selected immediately before, and the amount is smaller than a difference threshold value, the predetermined condition is satisfied and the selection section selects the another one of the candidate periods having the next highest occurrence probability from the candidate periods.

13. An availability prediction apparatus for an electric power storage device of an electric power system that executes an electric power transfer control using the electric power storage device, the electric power storage device being equipped to a vehicle, the availability prediction apparatus comprising:

an access section that accesses a storage section storing a plurality of availability specified periods which occurred before a present time associated with respective frequencies of the availability specified periods and acquires the availability specified periods and the respective frequencies of the availability specified periods from the storage section, the availability specified periods being available periods or unavailable periods, wherein, during the available periods, the electric power storage device is available for the electric power transfer control by electrically connecting the vehicle equipped with the electric power storage device to the electric power system, and during the unavailable periods, the electric power storage device is unavailable for the electric power transfer control by electrically disconnecting the vehicle equipped with the electric power storage device from the electric power system;

a prediction section that executes a prediction process in order to predict at least one target availability specified period which will occur within a prediction term based on the availability specified periods and the respective frequencies of the availability specified periods acquired by the access section, the prediction term beginning at the present time and ending at a time later than the present time by a predetermined term,

wherein the prediction section includes;

a correlating section that correlates the availability specified periods acquired by the access section with a plurality of candidate periods included in the prediction term; and

a selection section that specifies and selects one of the candidate periods having a highest occurrence probability, which is correlated with one of the availability specified periods having a highest frequency,

wherein the prediction section sets the one of the candidate periods having the highest occurrence probability as the target availability specified period,

wherein the electric power transfer control is executed within the electric power system based on the target availability specified period,

wherein the electric power transfer control includes an electric power supply from the electric power storage device equipped to the vehicle to a load disposed outside of the vehicle and a charging of the electric power storage device equipped to the vehicle with an external power supply, and

wherein the electric power system executes the electric power transfer control during the target availability specified period so that an operation parameter related to the electric power transfer control has an optimum value,

wherein the storage section that stores the availability specified periods occurred before the present time associated with the respective frequencies of the availability specified periods,

a second determination section that determines whether the electric power storage device is available for the electric power transfer control; and

an increment section that increments the frequency of one of the availability specified periods in a relative manner with respect to the respective frequencies of the availability specified periods other than the one of the availability specified periods when the increment section detects an occurrence of the one of the availability specified periods based on a determination result of the second determination section.