JP2022145761A5 - - Google Patents
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- JP2022145761A5 JP2022145761A5 JP2022121268A JP2022121268A JP2022145761A5 JP 2022145761 A5 JP2022145761 A5 JP 2022145761A5 JP 2022121268 A JP2022121268 A JP 2022121268A JP 2022121268 A JP2022121268 A JP 2022121268A JP 2022145761 A5 JP2022145761 A5 JP 2022145761A5
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- absence
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- 230000005611 electricity Effects 0.000 claims 5
- 238000010801 machine learning Methods 0.000 claims 3
- 238000000034 method Methods 0.000 claims 3
Claims (6)
複数の建物における電力使用量を示す第１データと、前記複数の建物における人物の在不在を示す第２データとを教師データとして機械学習により生成された学習モデルを記憶する記憶部と、
前記学習モデルに対して、前記ユーザの建物の電力使用量を示す第３データを入力することで、当該ユーザの在不在を推定する推定部とを備える、在不在推定システム。 A presence/absence estimation system for estimating the presence/absence of a user,
a storage unit that stores a learning model generated by machine learning using first data indicating power consumption in a plurality of buildings and second data indicating the presence or absence of a person in the plurality of buildings as training data;
A presence/absence estimation system comprising: an estimating unit that estimates the presence/absence of the user by inputting third data indicating the amount of electricity used in the user's building to the learning model.
前記複数の建物に前記ユーザの建物が含まれず、
前記第３データは、現在時刻を含む第１期間における前記ユーザの建物の電力使用量を示すデータであり、
前記推定部は、前記第１期間後の第２期間における前記ユーザの在不在を推定する、在不在推定システム。 The presence/absence estimation system according to claim 1,
the user's building is not included in the plurality of buildings;
The third data is data indicating the amount of electricity used in the user's building in a first period including the current time,
The estimating unit is a presence/absence estimation system for estimating presence/absence of the user in a second period after the first period.
前記第１データおよび前記第２データは、それぞれ各データが取得された暦に基づいた分類がなされており、
前記学習モデルは、分類された前記第１データおよび前記第２データが前記教師データとして用いられる、在不在推定システム。 The presence/absence estimation system according to claim 1 or 2 ,
The first data and the second data are classified based on the calendar in which each data was acquired,
The learning model is a presence/absence estimation system in which the classified first data and the second data are used as the teacher data.
サーバ装置と、
前記サーバ装置と通信可能に接続された電力制御装置と
を備え、
前記サーバ装置は、
複数の建物における電力使用量を示す第１データと、前記複数の建物における人物の在不在を示す第２データとを教師データとして機械学習により生成された学習モデルを記憶する記憶部と、
前記学習モデルに対して、前記ユーザの建物の電力使用量を示す第３データを入力することで、当該ユーザの在不在を推定する推定部とを有し、
前記電力制御装置は、前記推定部の推定結果に応じて、前記車両および前記機器の少なくとも１つに供給する電力量を制御する、電力制御システム。 A power control system that manages the amount of power supplied to at least one of a vehicle and equipment connected to a user's building,
a server device;
and a power control device communicably connected to the server device,
The server device includes:
a storage unit that stores a learning model generated by machine learning using first data indicating power consumption in a plurality of buildings and second data indicating the presence or absence of a person in the plurality of buildings as training data;
an estimation unit that estimates the presence or absence of the user by inputting third data indicating the amount of electricity used in the user's building to the learning model;
The power control device is a power control system that controls the amount of power supplied to at least one of the vehicle and the device according to the estimation result of the estimation unit.
複数の建物における電力使用量を示す第１データと、前記複数の建物における人物の在不在を示す第２データとを教師データとして機械学習により生成された学習モデルに対して、ユーザの建物の電力使用量を示す第３データを入力することで、当該ユーザの在不在を推定するステップを備える、在不在推定方法。 A presence/absence estimation method for estimating the presence/absence of a user,
A learning model generated by machine learning using first data indicating the amount of electricity used in a plurality of buildings and second data indicating the presence or absence of a person in the plurality of buildings as training data, calculates the electricity consumption of the user's building. A presence/absence estimation method comprising the step of estimating the presence/absence of the user by inputting third data indicating usage.
請求項５に記載の在不在推定方法を実行させるための在不在推定プログラム。A presence/absence estimation program for executing the presence/absence estimation method according to claim 5.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2022121268A JP2022145761A (en) | 2020-12-18 | 2022-07-29 | Presence/absence estimation system, power control system, and presence/absence estimation method |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| JP2020209935A JP7122714B2 (en) | 2020-12-18 | 2020-12-18 | Presence/absence estimation system, power control system, presence/absence estimation method, and presence/absence estimation program |
| JP2022121268A JP2022145761A (en) | 2020-12-18 | 2022-07-29 | Presence/absence estimation system, power control system, and presence/absence estimation method |
Related Parent Applications (1)
| Application Number | Title | Priority Date | Filing Date |
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| JP2020209935A Division JP7122714B2 (en) | 2020-12-18 | 2020-12-18 | Presence/absence estimation system, power control system, presence/absence estimation method, and presence/absence estimation program |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| JP2022145761A JP2022145761A (en) | 2022-10-04 |
| JP2022145761A5 true JP2022145761A5 (en) | 2024-02-13 |
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Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
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| JP2020209935A Active JP7122714B2 (en) | 2020-12-18 | 2020-12-18 | Presence/absence estimation system, power control system, presence/absence estimation method, and presence/absence estimation program |
| JP2022121268A Pending JP2022145761A (en) | 2020-12-18 | 2022-07-29 | Presence/absence estimation system, power control system, and presence/absence estimation method |
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| Application Number | Title | Priority Date | Filing Date |
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| JP2020209935A Active JP7122714B2 (en) | 2020-12-18 | 2020-12-18 | Presence/absence estimation system, power control system, presence/absence estimation method, and presence/absence estimation program |
Country Status (1)
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| JP (2) | JP7122714B2 (en) |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2004145661A (en) * | 2002-10-24 | 2004-05-20 | Fujitsu Ltd | Content delivery system and method |
| JP2016185039A (en) * | 2015-03-26 | 2016-10-20 | Ｎｅｃプラットフォームズ株式会社 | Electric power management unit and electric power management method, home electric power management system and computer program |
| JP2016212104A (en) * | 2015-05-13 | 2016-12-15 | 一般財団法人電力中央研究所 | Application breakdown method, application breakdown device and application breakdown program for gas consumption, and method, device and program for determining presence and absence of resident |
| JP6664752B1 (en) * | 2019-02-20 | 2020-03-13 | 慎平 大杉 | Artificial intelligence system, artificial intelligence device, display control device, artificial intelligence system control method, information processing method, artificial intelligence program, and program |
| JP7292081B2 (en) * | 2019-03-28 | 2023-06-16 | 大阪瓦斯株式会社 | control system |
-
2020
- 2020-12-18 JP JP2020209935A patent/JP7122714B2/en active Active
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2022
- 2022-07-29 JP JP2022121268A patent/JP2022145761A/en active Pending
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