M. Ahlstrom, J. Blatchford, M. Davis, J. Duchesne, D. Edelson et al., Atmospheric Pressure, IEEE Power and Energy Magazine, vol.9, issue.6, pp.6-97, 2011.
DOI : 10.1109/MPE.2011.942353

P. Ailliot and V. Monbet, Markov-switching autoregressive models for wind time series, Environmental Modelling & Software, vol.30, issue.0, pp.92-101, 2012.
DOI : 10.1016/j.envsoft.2011.10.011

URL : https://hal.archives-ouvertes.fr/hal-01083071

J. Aubry, P. Bydlowski, B. Multon, B. Ahmed, H. Borgarino et al., Energy Storage System Sizing for Smoothing Power Generation of Direct Wave Energy Converters, 3rd International Conference on Ocean Energy, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00526435

A. Boone, Simulation of Short-term Wind Speed Forecast Errors using a Multi-variate ARMA(1,1) Time-series Model, 2005.

P. J. Brockwell, D. , and R. A. , Time Series, 1991.
DOI : 10.1007/978-3-642-04898-2_595

O. Daniélo, El Hierro, l'Île Électrique. Systèmes Solaires, Journal des Énergies Renouvelables, vol.201, pp.88-97, 2011.

P. E. De-mello, N. Lu, and Y. Makarov, An optimized autoregressive forecast error generator for wind and load uncertainty study, Wind Energy, vol.9, issue.8, pp.967-976, 2011.
DOI : 10.1002/we.460

M. Dicorato, G. Forte, M. Pisani, and M. Trovato, Planning and Operating Combined Wind-Storage System in Electricity Market, IEEE Transactions on Sustainable Energy, vol.3, issue.2, pp.209-217, 2012.
DOI : 10.1109/TSTE.2011.2179953

E. Sei, Bilan Prévisionnel de l'Equilibre Offre/Demande d'électricité ? Guadeloupe, Tech. rep, 2011.

G. Giebel, R. Brownsword, G. N. Kariniotakis, M. Denhard, and C. Draxl, The state-of-the-art in short-term prediction of wind power: A literature overview, 2011.

P. Haessig, B. Multon, B. Ahmed, H. Lascaud, S. Jamy et al., Aging-aware NaS battery model in a stochastic wind-storage simulation framework, 2013 IEEE Grenoble Conference, 2013.
DOI : 10.1109/PTC.2013.6652505

URL : https://hal.archives-ouvertes.fr/hal-00863903

B. Hartmann and A. Dán, Cooperation of a Grid-Connected Wind Farm and an Energy Storage Unit???Demonstration of a Simulation Tool, IEEE Transactions on Sustainable Energy, vol.3, issue.1, pp.49-56, 2012.
DOI : 10.1109/TSTE.2011.2163176

H. Holttinen, A. Orths, P. Eriksen, J. Hidalgo, A. Estanqueiro et al., Hulle, F., and Dudurych, I. Currents of Change, IEEE Power Energy Mag, vol.9, pp.6-47, 2011.

J. D. Hunter, Matplotlib: A 2D Graphics Environment, Computing in Science & Engineering, vol.9, issue.3, pp.90-95, 2007.
DOI : 10.1109/MCSE.2007.55

E. Jones, T. Oliphant, and P. Peterson, SciPy: Open source scientific tools for Python, 2001.

M. Lange, On the Uncertainty of Wind Power Predictions???Analysis of the Forecast Accuracy and Statistical Distribution of Errors, Journal of Solar Energy Engineering, vol.127, issue.2, pp.177-184, 2005.
DOI : 10.1115/1.1862266

P. Pinson and R. Girard, Evaluating the quality of scenarios of short-term wind power generation, Applied Energy, vol.96, pp.0-12, 2012.
DOI : 10.1016/j.apenergy.2011.11.004

URL : https://hal.archives-ouvertes.fr/hal-00654836

P. Pinson and H. Madsen, Adaptive modelling and forecasting of offshore wind power fluctuations with Markov-switching autoregressive models, Journal of Forecasting, vol.49, issue.4, pp.281-313, 2012.
DOI : 10.1002/for.1194

P. Pinson, H. Madsen, H. A. Nielsen, G. Papaefthymiou, and B. Klöckl, From probabilistic forecasts to statistical scenarios of short-term wind power production, Wind Energy, vol.15, issue.1, pp.51-62, 2009.
DOI : 10.1002/we.284

P. Pinson, G. Papaefthymiou, B. Klöckl, and J. Verboomen, Dynamic sizing of energy storage for hedging wind power forecast uncertainty, 2009 IEEE Power & Energy Society General Meeting, pp.1-8, 2009.
DOI : 10.1109/PES.2009.5275816

R. Development and C. Team, R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, 2009.

L. Söder, Integration study of small amounts of wind power in the power system, 1994.

L. Söder, Simulation of wind speed forecast errors for operation planning of multiarea power systems, International Conference on Probabilistic Methods Applied to Power Systems, pp.723-728, 2004.

S. Teleke, M. Baran, A. Huang, S. Bhattacharya, A. et al., Control Strategies for Battery Energy Storage for Wind Farm Dispatching, IEEE Transactions on Energy Conversion, vol.24, issue.3, pp.725-732, 2009.
DOI : 10.1109/TEC.2009.2016000

R. S. Tsay, Model Checking via Parametric Bootstraps in Time Series Analysis, Applied Statistics, vol.41, issue.1, pp.1-15, 1992.
DOI : 10.2307/2347612

B. Ummels, M. Gibescu, E. Pelgrum, W. Kling, and A. Brand, Impacts of Wind Power on Thermal Generation Unit Commitment and Dispatch, IEEE Transactions on Energy Conversion, vol.22, issue.1, pp.44-51, 2007.
DOI : 10.1109/TEC.2006.889616

D. Yao, S. Choi, K. Tseng, and T. Lie, Determination of Short-Term Power Dispatch Schedule for a Wind Farm Incorporated With Dual-Battery Energy Storage Scheme, IEEE Transactions on Sustainable Energy, vol.3, issue.1, pp.74-84, 2012.
DOI : 10.1109/TSTE.2011.2163092