Air conditioner timing estimation controller using machine learning model

    公开(公告)号:US12038191B2

    公开(公告)日:2024-07-16

    申请号:US17590617

    申请日:2022-02-01

    摘要: An air-conditioning control device includes: an air-conditioning data acquisition unit to acquire air-conditioning data; a determination unit to determine whether or not the air-conditioning data is present in a sparse region; an estimation unit to, in a case where the determination unit determines that the air-conditioning data is present in the sparse region, apply extrapolation using a non-learning model for associating the air-conditioning data with a startup time of an air conditioner to a machine learning model, and estimate the startup time of the air conditioner from the air-conditioning data by using the non-learning model; and a control unit to perform control to start up the air conditioner at the startup time estimated by the estimation unit.

    Information processing device and air conditioning system

    公开(公告)号:US11802711B2

    公开(公告)日:2023-10-31

    申请号:US17910071

    申请日:2020-04-28

    摘要: Each of plurality of personal terminals is configured to acquire first data indicating a result of inputting whether a possessor is comfortable, second data indicating a terminal location, and third data indicating a temperature at the terminal location. An information processing device includes a first learning unit to classify the plurality of personal terminals into a plurality of classes based on the first to third data transmitted from the plurality of personal terminals, a storage unit to store a plurality of control details each associated with a corresponding one of the plurality of classes into which the first learning unit classifies the plurality of personal terminals, and a control unit to read, from the storage unit, a control detail associated with a class into which a personal terminal detected in an air conditioning target space is classified among the plurality of classes and control an air conditioning device.