1. Fault Diagnosis and Prognosis Capabilities for Wind Turbine Hydraulic Pitch Systems: An Overview
- Author
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Dallabona, Alessio, Blanke, Mogens, Pedersen, Henrik C., and Papageorgiou, Dimitrios
- Subjects
Electrical Engineering and Systems Science - Systems and Control - Abstract
Wind energy is the leading non-hydro renewable technology. Increasing reliability is a key factor in reducing the downtime of high-power wind turbines installed in remote off-shore places, where maintenance is costly and less reactive. Defects in the pitch system are responsible for up to $20\%$ of a wind turbine downtime. Thus, prognosis and condition monitoring of such defects are essential for avoiding downtime. This paper presents a generic assessment of diagnosis capabilities in hydraulic pitch systems characterizing high-power wind turbines. A mathematical model of the non-linear system dynamics is presented along with a description of the most frequent faults that can affect it. Structural analysis is employed to assess the diagnosis and prognosis capabilities of defects in the pitch system. The structural properties are furthermore explored to investigate possible sensor reduction without compromising fault diagnosis capabilities.
- Published
- 2023