公开(公告)号：US20240191898A1

公开(公告)日：2024-06-13

申请号：US18536538

申请日：2023-12-12

Applicant: Computime Ltd.

Inventor： Yunjian Xu ,  Liang Liang Hao ,  Shuai Mao ,  Wai-Leung Ha ,  Pak Ming Fan ,  Chi Lung Chan ,  Chi Shing Raymond Wong

IPC: F24F11/63 ,  G05B13/02

CPC classification number: F24F11/63 ,  G05B13/027

Abstract: A smart thermostatic system is disclosed that applies one or more of a reinforcement and/or adaptive learning model for a new environment with the trained model from another environment so as to initiate status of a thermostatic device. In one example, the thermostatic system uses a pretrained machine learning model that is transferred from a first thermostatic system to a second thermostatic system in a similar sub-environment. Temperature data and other data collected by the thermostatic device is used to fine-tune and train the pretrained model to learn, predict, and better adjust the operation of the thermostatic system.