Title:
System, Method and Cloud-Based Platform for Predicting Energy Consumption
Document Type and Number:
WIPO Patent Application WO/2017/071648
Kind Code:
A1
Abstract:
A prediction system is provided. The system comprises a first data decomposition facility configured to decompose a provided time series of consumption data into a plurality of different training sets for different types of days and a second data decomposition facility configured to decompose each one of the plurality of training sets into at least a seasonal component and a trend component. The system further comprises a regression facility configured to perform a regression analysis on the decomposed consumption data based on at least the trend component and chronological information associated with the consumption data of the respective training set to train a prediction function and a prediction facility configured to estimate predicted energy consumption data based on the trained prediction function and the type of a day for which the prediction is performed. A method for predicting energy consumption data based on a time series of consumption data and a cloud-based prediction platform are disclosed.
Inventors:
LI YEE SHING BENJAMIN (CN)
HO YUNG FAI (CN)
HO YUNG FAI (CN)
Application Number:
PCT/CN2016/103789
Publication Date:
May 04, 2017
Filing Date:
October 28, 2016
Export Citation:
Assignee:
GLOBAL DESIGN CORP LTD (CN)
International Classes:
G05B13/02; G06N20/00
Foreign References:
| CN104239982A | 2014-12-24 | |||
| US20100274602A1 | 2010-10-28 | |||
| US20100030617A1 | 2010-02-04 | |||
| US20120158631A1 | 2012-06-21 | |||
| US20140200763A1 | 2014-07-17 |
Attorney, Agent or Firm:
UNITALEN ATTORNEYS AT LAW (CN)
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