Title:
POWER DISTRIBUTION TRANSFORMER LOAD PREDICTION ANALYSIS SYSTEM
Document Type and Number:
WIPO Patent Application WO/2016/109946
Kind Code:
A1
Abstract:
A system can generate a heavy load pre-warning or an overload pre-warning for distribution transformers. Operation of the system can include selecting data records received from a plurality of data sources; converting the data records in the plurality of different data formats; filtering the data records in the database by using a predetermined threshold and matching each of the filtered data records with one of a plurality of distribution transformers; transforming the matched data records to a plurality of predefined predictor variables; selecting a subset of the plurality of predefined predictor variables; training, testing and tuning a model and forecasting at least one of heavy load or overload for each of the plurality of distribution transformers in a predetermined region.
Inventors:
LI MING (CN)
ZHOU QIN (CN)
YANG ZHIHUI (CN)
YE MING (CN)
HE LONG (CN)
LIN GUANG (CN)
ZHOU QIN (CN)
YANG ZHIHUI (CN)
YE MING (CN)
HE LONG (CN)
LIN GUANG (CN)
Application Number:
PCT/CN2015/070239
Publication Date:
July 14, 2016
Filing Date:
January 06, 2015
Export Citation:
Assignee:
ACCENTURE GLOBAL SERVICES LTD (IE)
LI MING (CN)
LI MING (CN)
International Classes:
G06Q10/04; G06F19/00; G06N20/00
Domestic Patent References:
| WO2014086226A1 | 2014-06-12 |
Foreign References:
| CN103136598A | 2013-06-05 | |||
| CN102270279A | 2011-12-07 | |||
| CN102855385A | 2013-01-02 | |||
| CN103559556A | 2014-02-05 |
Attorney, Agent or Firm:
KING & WOOD MALLESONS (East Tower World Financial Centre,No.1 Dongsanhuan Zhonglu,Chaoyang District, Beijing 0, CN)
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