Samsung Electronics Co., Ltd.

Chandra Ashok Maloo

Dongjun Shin

Hyungseon Song

Kyungjae Kim

Jooyoo Kim

Minkyong Kim

Soonhyung Gwon

Tan Kim

Hyunwoo Ock

Pavan Kumar

Hyeongjoon Seo

Youngju Joo

A time-series data prediction method is provided. The method includes storing a time-series model, inputting time-series data to the time-series model, and outputting a plurality of pieces of prediction data which is a preset number of pieces of prediction data or more based on the time-series model. The inputting of the time-series data to the time-series model includes substituting invalid data included in the time-series data with preset valid data, and inputting the time-series data including the valid data to the time-series model.

Method and apparatus for predicting time-series data

The present disclosure provides an air conditioning apparatus and a method for controlling same. The method for controlling an air conditioning apparatus comprises the steps of: the air conditioning apparatus receiving, from an external server, user sleep information acquired on the basis of data on time for which the air conditioning apparatus is operated in a sleep cooling mode used during the user's sleep; and operating in the cooling mode on the basis of the user sleep information. Specifically, at least part of an operation for acquiring the user sleep information on the basis of the user's control command may use an artificial intelligence model obtained by learning according to at least one of a machine learning, a neural network, and a deep learning algorithm.

Air conditioning apparatus and method for controlling using learned sleep modes

A server is provided. The server includes a communication device configured to receive operation information from an air conditioner, a memory configured to store information of a plurality of groups and a cooling capacity prediction model for predicting a cooling capacity that corresponds to each of the plurality of groups, and a processor to map the air conditioner to one group among the plurality of groups based on the received operation information, and control the communication device to enable the air conditioner to use the cooling capacity prediction model corresponding to the mapped group.

Server, air conditioner and method for controlling thereof

Growing community of inventors

Suwon-si, South Korea

Chandra Ashok Maloo