Title:
WIND FARM CONDITION MONITORING METHOD AND SYSTEM
Document Type and Number:
WIPO Patent Application WO/2016/086360
Kind Code:
A1
Abstract:
A wind farm condition monitoring method and system, comprises: acquiring historical SCADA data, and/or historical sensor data received from sensors which are installed in a wind farm, and historical wind turbine status which indicate wind turbines historical status (101); selecting algorithm for all types of historical data sources according to pre-defined basic rules, training different models for different historical data sources to establish relationship between the historical data sources and the historical wind turbine status (102); acquiring real time SCADA data and/or real time sensor data as real time data source, selecting the trained model depending on type of the real time data source, inputting the real time data source to the selected trained model, obtaining the real time wind turbine status (103).
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Inventors:
CHEN NIYA (CN)
YU RONGRONG (CN)
CHEN YAO (CN)
YU RONGRONG (CN)
CHEN YAO (CN)
Application Number:
PCT/CN2014/092813
Publication Date:
June 09, 2016
Filing Date:
December 02, 2014
Export Citation:
Assignee:
ABB TECHNOLOGY LTD (CH)
CHEN NIYA (CN)
YU RONGRONG (CN)
CHEN YAO (CN)
CHEN NIYA (CN)
YU RONGRONG (CN)
CHEN YAO (CN)
International Classes:
G01R31/34; F03D7/00
Foreign References:
| CN103323772A | 2013-09-25 | |||
| CN103758696A | 2014-04-30 | |||
| CN102944416A | 2013-02-27 | |||
| CN103835882A | 2014-06-04 | |||
| CN101872165A | 2010-10-27 | |||
| US20110004356A1 | 2011-01-06 |
Attorney, Agent or Firm:
BOSS & YOUNG PATENT AND TRADEMARK LAW OFFICE (Tower A Bldg. No. 1, GT International Center,,Jia 3 Yongandongli, Jianguomenwai Avenue, Chaoyang District, Beijing 2, CN)
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