公开(公告)号：US20190316794A1

公开(公告)日：2019-10-17

申请号：US16383147

申请日：2019-04-12

Applicant: Samsung Electronics Co., Ltd.

Inventor： Hyungseon SONG ,  Soonhyung GWON ,  Minkyong KIM ,  Tan KIM ,  Chandra Ashok MALOO ,  Dongjun SHIN ,  Hyunwoo OCK ,  Hyeongjoon SEO ,  Youngju JOO

IPC: F24F11/30 ,  F24F11/58 ,  F24F11/64 ,  F24F11/65 ,  G05B19/042

Abstract: 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.

公开(公告)号：US20210222904A1

公开(公告)日：2021-07-22

申请号：US17147840

申请日：2021-01-13

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jooyoo KIM ,  Hyungseon SONG ,  Kyungjae KIM ,  Chandra Ashok MALOO ,  Dongjun SHIN ,  Pavan KUMAR

IPC: F24F11/63 ,  F24F11/47 ,  F24F11/56 ,  G06N20/00 ,  G06K9/62 ,  G06F17/18 ,  H04L29/08

Abstract: 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.

公开(公告)号：US20210088250A1

公开(公告)日：2021-03-25

申请号：US17051575

申请日：2019-05-10

Applicant: Samsung Electronics Co., Ltd.

Inventor： Chandra Ashok MALOO ,  Soonhyung GWON ,  TAN KIM ,  Hyungseon SONG ,  Dongjun SHIN ,  Hyunwoo OCK ,  Minkyong KIM

IPC: F24F11/64 ,  F24F11/66

Abstract: 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.

公开(公告)号：US20230342421A1

公开(公告)日：2023-10-26

申请号：US18344187

申请日：2023-06-29

Applicant: Samsung Electronics Co., Ltd.

Inventor： Jooyoo KIM ,  Hyungseon SONG ,  Kyungjae KIM ,  Chandra Ashok MALOO ,  Dongjun SHIN ,  Pavan KUMAR

IPC: G06F17/18 ,  F24F11/63 ,  F24F11/47 ,  F24F11/56 ,  H04L67/125 ,  G06N20/00

CPC classification number: G06F17/18 ,  F24F11/63 ,  F24F11/47 ,  F24F11/56 ,  H04L67/125 ,  G06N20/00 ,  F24F2140/60

Abstract: 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.