Invention Grant
- Patent Title: Detecting appliances in a building from coarse grained meter data with partial label
- Patent Title (中): 用粗粒度计数据检测建筑物中的电器部分标签
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Application No.: US13961332Application Date: 2013-08-07
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Publication No.: US09542510B2Publication Date: 2017-01-10
- Inventor: Hongliang Fei , John Hutchinson , Younghun Kim , Sanjay K. Mamidipalli , Milind R. Naphade , Sambit Sahu
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Scully, Scott, Murphy & Presser, P.C.
- Agent Keivan Razavi
- Main IPC: G06F7/60
- IPC: G06F7/60 ; G06F17/10 ; G06F17/50 ; G06Q50/06
Abstract:
Detecting appliance in a building, in one aspect, may comprise receiving meter data associated with energy consumption, the meter data comprising at least energy consumption data associated with usage of the appliance, receiving customer data associated with the meter data, extracting features for training a model for detecting the appliance, based on at least the meter data and the customer data, and constructing the model based on the features.
Public/Granted literature
- US20150046130A1 DETECTING APPLIANCES IN A BUILDING FROM COARSE GRAINED METER DATA WITH PARTIAL LABEL Public/Granted day:2015-02-12
Information query
