Performance Analysis of Second Order Semi-Markov Chains: An Application to Wind Energy Production

Verfasser / Beitragende:
[Guglielmo D'Amico, Filippo Petroni, Flavio Prattico]
Ort, Verlag, Jahr:
2015
Enthalten in:
Methodology and Computing in Applied Probability, 17/3(2015-09-01), 781-794
Format:
Artikel (online)
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024 7 0 |a 10.1007/s11009-013-9394-z  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s11009-013-9394-z 
245 0 0 |a Performance Analysis of Second Order Semi-Markov Chains: An Application to Wind Energy Production  |h [Elektronische Daten]  |c [Guglielmo D'Amico, Filippo Petroni, Flavio Prattico] 
520 3 |a In this paper a general second order semi-Markov reward model is presented. Equations for the higher order moments of the reward process are presented for the first time and applied to wind energy production. The application is executed by considering a database, freely available from the web, that includes wind speed data taken from L.S.I. - Lastem station (Italy) and sampled every 10 minutes. We compute the expectation, the variance, the skewness and the kurtosis of the total energy produced by using the commercial blade Aircon HAWT - 10 kW. 
540 |a Springer Science+Business Media New York, 2014 
690 7 |a Semi-Markov chains  |2 nationallicence 
690 7 |a Reward process  |2 nationallicence 
690 7 |a Wind speed  |2 nationallicence 
700 1 |a D'Amico  |D Guglielmo  |u Dipartimento di Farmacia, Università G. d'Annunzio, 66013, Chieti, Italy  |4 aut 
700 1 |a Petroni  |D Filippo  |u Dipartimento di Scienze Economiche e Aziendali, Università degli studi di Cagliari, 09123, Cagliari, Italy  |4 aut 
700 1 |a Prattico  |D Flavio  |u Dipartimento di Ingegneria Meccanica, Energetica e Gestionale, Università degli studi dell'Aquila, 67100, L'Aquila, Italy  |4 aut 
773 0 |t Methodology and Computing in Applied Probability  |d Springer US; http://www.springer-ny.com  |g 17/3(2015-09-01), 781-794  |x 1387-5841  |q 17:3<781  |1 2015  |2 17  |o 11009 
856 4 0 |u https://doi.org/10.1007/s11009-013-9394-z  |q text/html  |z Onlinezugriff via DOI 
898 |a BK010053  |b XK010053  |c XK010000 
900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s11009-013-9394-z  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a D'Amico  |D Guglielmo  |u Dipartimento di Farmacia, Università G. d'Annunzio, 66013, Chieti, Italy  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Petroni  |D Filippo  |u Dipartimento di Scienze Economiche e Aziendali, Università degli studi di Cagliari, 09123, Cagliari, Italy  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Prattico  |D Flavio  |u Dipartimento di Ingegneria Meccanica, Energetica e Gestionale, Università degli studi dell'Aquila, 67100, L'Aquila, Italy  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Methodology and Computing in Applied Probability  |d Springer US; http://www.springer-ny.com  |g 17/3(2015-09-01), 781-794  |x 1387-5841  |q 17:3<781  |1 2015  |2 17  |o 11009