Model-based fault detection for generator cooling system in wind turbines using SCADA data

Author:

Borchersen A. B.1,Kinnaert M.2

Affiliation:

1. Section of Automation and Control, Department of Electronic Systems; Aalborg University; Fredrik Bajers Vej 7C 9220 Aalborg Denmark

2. Department of Control Engineering and System Analysis; Université libre de Bruxelles (ULB); CP165/55, 50 Ave. F.D. Roosevelt 1050 Brussels Belgium

Funder

Vattenfall

Uddannelses- og Forskningsministeriet

Publisher

Wiley

Subject

Renewable Energy, Sustainability and the Environment

Reference17 articles.

1. The economics of wind energy;Blanco;Renewable and Sustainable Energy Reviews,2009

2. Offshore wind operations and maintenance opportunities in Scotland;Hassan;Offshore Wind Report Alt.indd,2013

3. Borchersen AB Larsen JA Stoustrup J Fault analysis of wind turbines based on error messages and work orders Proceedings of the 10th European Workshop on Advanced Control and Diagnosis 2012

4. R&D needs for O&M of wind turbines;Rademakers;ECN Wind Energy, Tech. Rep. ECN-RX-03-045,2003

5. Comparative analysis of neural network and regression based condition monitoring approaches for wind turbine fault detection;Schlechtingen;Mechanical Systems and Signal Processing,2011

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