Patent US 8,560,134

Patent №

US 8,560,134

Granted

Owner

Lab

AI components

3

ml · kr · planning

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

12879983

A method and apparatus are provided for a home energy management platform. The platform includes using a whole house power sensor or subset thereof. Data from the power sensor are analyzed using advanced statistical and machine learning techniques for extracting detailed usage information and generating specific energy saving measures, among other relevant information. In an embodiment, a gateway console is provided that has various communication capabilities. The gateway console may communicate with and control HAN devices. The gateway console may collect data from the power sensor as well as HAN devices and upload such collected data to servers for the analysis processing. Certain amounts of data processing and analysis may be performed at a server or at the local level, such as at the power sensor, gateway, or other HAN device, as well. The platform may include a user interface, such as web, mobile, email, mail, phone call, etc.

Machine learningKnowledge representationPlanningG06Q 50/06H02J 13/00002H02J 13/00026H02J 13/00028H02J 13/12H02J 13/1335H02J 13/1337H02J 2310/70+7 more

AI classification

Machine learning1.00
Planning0.99
Knowledge representation0.99
AI hardware0.07
Vision0.03
Natural language0.01
Evolutionary computation0.00
Speech0.00
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