公开(公告)号：US12008070B2

公开(公告)日：2024-06-11

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 ,  F24F11/47 ,  F24F11/56 ,  F24F11/63 ,  G06N20/00 ,  H04L67/125 ,  F24F140/60

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

公开(公告)号：US11734388B2

公开(公告)日：2023-08-22

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: G06F17/18 ,  F24F11/63 ,  F24F11/47 ,  F24F11/56 ,  H04L67/125 ,  G06N20/00 ,  F24F140/60

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