A stochastic Markov chain model for simulating wind speed time series at Tangiers, Morocco

Renewable Energy

Volumn 29, Issue 8, 2004, Pages 1407-1418

  Nfaoui, H ^a   Essiarab, H ^a   Sayigh, A A M ^b  

^a FACULTÉ DES SCIENCES   (Morocco)

^b WREN   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

MARKOV PROCESSES; PROBABILITY DISTRIBUTIONS; TIME SERIES ANALYSIS; WIND EFFECTS;

HISTOGRAMS; HOURLY AVERAGE WIND SPEED (HAWS); SYNTHETIC TIME SERIES;

WIND POWER;

MARKOV CHAIN; STOCHASTIC METHOD; WIND VELOCITY;

MARKOV CHAIN; STOCHASTICITY; TIME SERIES; WIND VELOCITY;

AFRICA; MOROCCO; NORTH AFRICA; TANGER [MOROCCO]; TANGIER;

EID: 1542643757     PISSN: 09601481     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0960-1481(03)00143-5     Document Type: Article

References (15)

1. Blanchard M. Desrochers G. Generation of autocorrelated wind speeds for wind energy conversion systems studies Solar Energy 33 6 1984 571-579
2. Box J.E.P. Jenkins G.M. Times series analysis 1976 Forcasting and control Holden-Day Inc., San Fransisco, CA
3. Corotis Ross B. Sigl Arden B. Klein J. Probability models of wind velocity magnitude and persistance Solar Energy 20 1978 483-493
4. Kirchhoff RH, Kaminsky FC, Woo JS. A Markov chain Analysis of wind speed at Windsor, Massachusetts. In Proceedings of seventh ASME symposium on wind energy. January, New Orleans, 1988, pp. 9-16.
5. Kirchhoff RH, Kaminsky FC, Syu CY. Synthesis of wind speed using a Markov chain. In Proceedings of Eighth ASME wind energy symposium. Houston, American society Mech. Eng., 1989, pp. 17-22.
6. MacCallum K.J. Bolland J. The use of transtion matrices for weather simulation Marine Technology 22 3 1985 238-244
7. McNerney GM, Veers PS. A Markov method for simulating non-gaussian wind speed times series. In Proceedings of Fourth ASME wind energy symposium. Dallas, American Society Mech. Eng., 1985, pp. 209-13.
8. Nfaoui H. Buret J. Sayigh A.A.M. Wind characteristics and wind energy potential in Morocco Solar Energy 63 1 1998 51-60
9. Nfaoui H. Buret J. Sayigh A.A.M. Stochastic simulation of hourly average wind speed séquences in Tangiers (Morocco) Solar Energy 56 3 1996 301-314
10. Pelletier JP. Techniques numériques appliquées au calcul scientifiques, Edition Masson, 1982.
11. Roddier F. Disstributions et transformation de fourier. Ediscience S.A., 7, rue Buffon, Paris 5e, 1971, pp. 169-80.
12. Ruegg A. Processus stochastiques, avec applications aux phénomènes d'attente et de fiabilité, Presses polytechniques romandes, EPFL-Centre Midi, CH-1015 Lausanne Suisse, 1989, pp. 15-45.
13. Spigel Murry R. Theory and problems of statistics 1980 Series Schaum, Ediscience Paris
14. Stull R.B. An introduction to boundary layer Meteorology 1988 Kluwer Academic Publishers pp. 295-343; 390-391
15. Torre MC, Poggi P, Notton G, Louche A. Stochastic study of wind speed in Corsica. In Proceedings of World Renewable Energy Congress V, September, Florence, Italy, 1988, pp. 1906-9.