Identification Of Blade Vibration Causes In Wind Turbine Generators
Author(s)
P. R. J. Campbell & K. Adamson
Abstract
Identification of blade vibration causes in
wind turbine generators
P. R. J. Campbell & K. Adamson
School of Computing and Mathematics, University of Ulster, UK
Abstract
For many years Data Mining techniques have been used to identify patterns and
hidden information in datasets from a variety of domains. This paper will outline
the initial application of DM techniques on a dataset from the Renewable Energy
domain. For many years company's which operate wind farm sites have recorded
and archived a range of data from numerous sources across wind farm sites and
the wind turbine generators (WTG's) which make up these sites. The study
presented in this paper encompasses a first phase of Knowledge Discovery from
the dataset, making use of the complementary techniques Neural Networks (NN)
and Rule Induction (RI). We discuss the challenges presented by the dataset in
terms of selection and preparation of data and also introduce the format and
meaning of data encompassed by the area of study, namely eff
Keywords
Related Book
Other papers in this volume
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