J. Matevosyan and L. Söder, "Minimization of imbalance cost trading wind power on the short-term power market," IEEE Trans. Power Syst., vol. 21, no. 3, pp. 1396-1404, Aug. 2006.
W J. Zapata, J. Vandewalle, and W. D'haeseleer, "A comparative study of imbalance reduction strategies for virtual power plant operation," Appl. Thermal Eng., vol. 71, no. 2, pp. 847-857, Oct. 2014.
J. García-González, R. M. R. de la Muela, L. M. Santos, and A. Mateo González, "Stochastic joint optimization of wind generation and pumpedstorage units in an electricity market," IEEE Trans. Power Syst., vol. 23, no. 2, pp. 460-468, May 2008.
A. J. Conejo, M. Carrión, and J. M. Morales, Decision Making Under Uncertainty in Electricity Markets, vol. 1. New York, NY, USA: Springer, 2010.
L. M. Ausubel and P. Cramton, "Using forward markets to improve electricity market design," Utilities Policy, vol. 18, pp. 195-200, 2010.
J. Cabero et al., "A medium-term integrated risk management model for a hydrothermal generation company," IEEE Trans. Power Syst., vol. 20, no. 3, pp. 1379-1388, Aug. 2005.
C. G. Baslis and A. G. Bakirtzis, "Mid-term stochastic scheduling of a price-maker hydro producer with pumped storage," IEEE Trans. Power Syst., vol. 26, no. 4, pp. 1856-1865, Nov. 2011.
H. Pandžić, I. Kuzle, and T. Capuder, "Virtual power plant mid-term dispatch optimization," Appl. Energy, vol. 101, pp. 134-141, Jan. 2013.
A. Hatami, H. Seifi, and M. K. Sheikh-El-Eslami, "A stochastic-based decision-making framework for an electricity retailer: Time-of-use pricing and electricity portfolio optimization," IEEE Trans. Power Syst., vol. 26, no. 4, pp. 1808-1816, Nov. 2001.
A. Helseth, M. Fodstad, and B. Mo, "Optimal medium-term hydropower scheduling considering energy and reserve capacity markets," IEEE Trans. Sustain. Energy, vol. 7, no. 3, pp. 934-942, Jul. 2016.
L. S. A. Martins, A. T. Azevedo, and S. Soares, "Nonlinear medium-term hydro-thermal scheduling with transmission constraints," IEEE Trans. Power Syst., vol. 29, no. 4, pp. 1623-1633, Jul. 2014.
C. G. Baslis, S. E. Papadakis, and A. G. Bakirtzis, "Simulation of optimal medium-term hydro-thermal system operation by grid computing," IEEE Trans. Power Syst., vol. 24, no. 3, pp. 1208-1217, Aug. 2009.
H. Dashti, A. J. Conejo, R. Jiang, and J. Wang, "Weekly two-stage robust generation scheduling for hydrothermal power systems," IEEE Trans. Power Syst., vol. 31, no. 6, pp. 4554-4564, Nov. 2016.
M. E. Khodayar, M. Shahidehpour, and L. Wu, "Enhancing the dispatchability of variable wind generation by coordination with pumped-storage hydro units in stochastic power systems," IEEE Trans. Power Syst., vol. 28, no. 3, pp. 2808-2818, Aug. 2013.
H. Barot and K. Bhattacharya, "Security coordinated maintenance scheduling in deregulation based on genco contribution to unserved energy," IEEE Trans. Power Syst., vol. 23, no. 4, pp. 1871-1882, Nov. 2008.
H. Pandžić, J. M. Morales, A. J. Conejo, and I. Kuzle, "Offering model for a virtual power plant based on stochastic programming," Appl. Energy, vol. 105, pp. 282-292, May 2013.
M. Amin Tajeddini, A. Rahimi-Kian, and A. Soroudi, "Risk averse optimal operation of a virtual power plant using two stage stochastic programming," Energy, vol. 73, pp. 958-967, Aug. 2014.
E. Mashhour and S. M. Moghaddas-Tafreshi, "Bidding strategy of virtual power plant for participating in energy and spinning reserve Markets - Part I: Problem formulation," IEEE Trans. Power Syst., vol. 26, no. 2, pp. 949-956, May 2011.
ENTSOE-E WGAS, Survey on Ancillary Services Procurement, Balancing Market Design 2014, European Network of Transmission System Operators for Electricity, Brussels, Belgium, Jan. 2015.
M. Carrion and J. M. Arroyo, "A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem," IEEE Trans. Power Syst., vol. 21, no. 3, pp. 1371-1378, May 2006.
L. Exizidis, Z. De Grève, F. Vallée, and J. Lobry, "Construction and reduction of aggregated scenarios trees for the day-ahead prediction of wind speed," in Proc. IEEE Benelux Young Researcher Symp., Apr. 2014, pp. 1-4.
P. Glasserman, Monte Carlo Methods in Financial Engineering, vol. 53. New York, NY, USA: Springer, 2004.
W. Römisch and H. Heitsch, "Scenario reduction algorithms in stochastic programming," Comput. Optimization Appl., vol. 24, pp. 187-206, 2003.
J. Tastu and P. Pinson, "Space-time scenarios of wind power generation produced using a Gaussian copula with parametrized precision matrix," Tech. Univ. Denmark, Kongens Lyngby, Denmark, Tech. Rep. 14, 2013.
A. Sklar, "Fonctions de répartitions à n dimensions et leurs marges," Publications de l'Institut Statistique de l'Université de Paris, Paris, France, vol. 8, pp. 229-231, 1959.
J. C. Strelen and F. Nassaj, "Analysis and generation of random vectors with copulas," in Proc. 2007 Winter Simul. Conf., 2007, pp. 488-496.
J. C. Strelen, "Tools for dependent simulation input with copulas," in Proc. 2nd Int. Conf. Simul. Tools Techn. Commun., Netw. Syst., 2009, pp. 30-36.
R. T. Rockafellar and S. Uryasev, "Optimization of conditional value-atrisk," J. Risk, vol. 2, pp. 21-41, 2000.
N. V. Queipo, R. T. Haftka, W. Shyy, T. Goel, R. Vaidyanathan, and P. K. Tucher, "Surrogate-based analysis and optimization," Progress Aerosp. Sci., vol. 41, pp. 1-28, 2005.
T.W. Simpson, V. Toropov, V. Balabanov, and F. A. C. Viana, "Design and analysis of computer experiments in multidisciplinary design optimization: A review of how far we have come-or not," AIAA Paper 2008-5802, pp. 1-22, 2008.
D. Gorissen, I. Couckuyt, P. Demeester, T. Dhaene, and K. Crombecq, "A surrogate modelling and adaptive sampling toolbox for computer based design," J. Mach. Learn. Res., vol. 11, pp. 2051-2055, Jul. 2010.
M. Gen and R. Cheng, Genetic Algorithm and Engineering Optimization. New York, NY, USA: Wiley, 2000.
L-B. Fang and J-D. Cai, "Reliability assessment of microgrid using sequential Monte Carlo simulation," J. Electron. Sci. Technol., vol. 9, no. 1, pp. 31-34, Mar. 2011.
J.-F. Toubeau, M. Hupez, V. Klonari, Z. De Grève, and F. Vallée, "Statistical load and generation modelling for long term studies of low voltage networks in presence of sparse smart metering data," in Proc. 42nd Annu. Conf. IEEE Ind. Electron. Soc., Florence, Italy, Oct. 2016, pp. 3900-3905.