Reliability measures for indexed semi-Markov chains applied to wind energy production

F Petroni, F Prattico - Reliability Engineering & System Safety, 2015 - Elsevier
Reliability Engineering & System Safety, 2015Elsevier
The computation of the dependability measures is a crucial point in many engineering
problems as well as in the planning and development of a wind farm. In this paper we
address the issue of energy production by wind turbines by using an indexed semi-Markov
chain as a model of wind speed. We present the mathematical model, the data and technical
characteristics of a commercial wind turbine (Aircon HAWT-10kW). We show how to
compute some of the main dependability measures such as reliability, availability and …
Abstract
The computation of the dependability measures is a crucial point in many engineering problems as well as in the planning and development of a wind farm. In this paper we address the issue of energy production by wind turbines by using an indexed semi-Markov chain as a model of wind speed. We present the mathematical model, the data and technical characteristics of a commercial wind turbine (Aircon HAWT-10kW). We show how to compute some of the main dependability measures such as reliability, availability and maintainability functions. We compare the results of the model with real energy production obtained from data available in the Lastem station (Italy) and sampled every 10 min.
Elsevier
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