JP2022145761A5 - - Google Patents

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Publication number
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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JP
Japan
Prior art keywords
absence
user
data
data indicating
buildings
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Pending
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JP2022121268A
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Japanese (ja)
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JP2022145761A (en
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Priority claimed from JP2020209935A external-priority patent/JP7122714B2/en
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Priority to JP2022121268A priority Critical patent/JP2022145761A/en
Publication of JP2022145761A publication Critical patent/JP2022145761A/en
Publication of JP2022145761A5 publication Critical patent/JP2022145761A5/ja
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Claims (6)

ユーザの在不在を推定する在不在推定システムであって、
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.
請求項1記載の在不在推定システムにおいて、
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.
請求項1または2に記載の在不在推定システムにおいて、
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.
ユーザの建物に接続される車両および機器の少なくとも1つに供給する電力量を管理する電力制御システムであって、
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.
ユーザの在不在を推定する在不在推定方法であって、
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.
コンピュータに、to the computer,
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.
JP2022121268A 2020-12-18 2022-07-29 Presence/absence estimation system, power control system, and presence/absence estimation method Pending JP2022145761A (en)

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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

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JP2022145761A5 true JP2022145761A5 (en) 2024-02-13

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Family Cites Families (5)

* Cited by examiner, † Cited by third party
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

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