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 themain 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

Reliability measures for indexed semi-Markov chains applied to wind energy production / Petroni, Filippo; D'Amico, Guglielmo; Prattico, Flavio. - In: RELIABILITY ENGINEERING & SYSTEM SAFETY. - ISSN 0951-8320. - ELETTRONICO. - 144(2015), pp. 170-177. [10.1016/j.ress.2015.07.015]

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

Petroni, Filippo;D'Amico, Guglielmo;Prattico, Flavio
2015

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 themain 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
2015
Semi-Markovchains; Synthetic timeseries; Dependability analysis
01 Pubblicazione su rivista::01a Articolo in rivista
Reliability measures for indexed semi-Markov chains applied to wind energy production / Petroni, Filippo; D'Amico, Guglielmo; Prattico, Flavio. - In: RELIABILITY ENGINEERING & SYSTEM SAFETY. - ISSN 0951-8320. - ELETTRONICO. - 144(2015), pp. 170-177. [10.1016/j.ress.2015.07.015]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/872422
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