, IEA, 2017.

, The European Commission, Clean Energy for All Europeans. The European Commission, 2016.

, The European Technology and Innovation Platform for Smart Networks for the Energy Transition, Vision 2050: Integrating Smart Networks for the Energy Transition, ETIP SNET, 2018.

M. Alizadeh, M. P. Moghaddam, N. Amjady, P. Siano, and M. Sheikh-el-eslami, Flexibility in future power systems with high renewable penetration: A review, Renewable and Sustainable Energy Reviews, vol.57, pp.1186-1193, 2016.

A. Ramos, C. D. Jonghe, V. Gómez, and R. Belmans, Realizing the smart grid's potential: Defining local markets for flexibility, Utilities Policy, vol.40, pp.26-35, 2016.

A. M. Carreiro, H. M. Jorge, and C. H. Antunes, Energy management systems aggregators: A literature survey, Renewable and Sustainable Energy Reviews, vol.73, pp.1160-1172, 2017.

, Proposal for a REGULATION OF THE EUROPEAN PARLIAMENT AND OF THE COUNCIL on the internal market for electricity, 2016.

, Residential Prosumers in the European Energy Union". The European Commission, 2017.

C. Eid, L. A. Bollinger, B. Koirala, D. Scholten, E. Facchinetti et al., Market integration of local energy systems: Is local energy management compatible with european regulation for retail competition, Energy, vol.114, pp.913-922, 2016.

R. Bessa, C. Moreira, B. Silva, and M. Matos, Handling renewable energy variability and uncertainty in power systems operation, Wiley Interdisciplinary Reviews: Energy and Environment, vol.3, issue.2, pp.156-178

S. Burger, J. P. Chaves-Ávila, C. Batlle, and I. J. Pérez-arriaga, A review of the value of aggregators in electricity systems, Renewable and Sustainable Energy Reviews, vol.77, pp.395-405, 2017.

H. Liang and W. Zhuang, Stochastic modeling and optimization in a microgrid: A survey, Energies, vol.7, issue.4, pp.2027-2050, 2014.

J. R. Birge and F. Louveaux, Introduction to Stochastic Programming, 2011.

D. Bertsimas and M. Sim, Robust discrete optimization and network flows, Math. Program., Ser. B, vol.98, issue.1-3, pp.49-71, 2003.

G. Liu, Y. Xu, and K. Tomsovic, Bidding strategy for microgrid in day-ahead market based on hybrid stochastic/robust optimization, IEEE Transactions on Smart Grid, vol.7, issue.1, pp.227-237, 2016.

R. Wang, P. Wang, and G. Xiao, A robust optimization approach for energy generation scheduling in microgrids, Energy Conversion and Management, vol.106, pp.597-607, 2015.

J. Wang, H. Zhong, W. Tang, R. Rajagopal, Q. Xia et al., Optimal bidding strategy for microgrids in joint energy and ancillary service markets considering flexible ramping products, Applied Energy, vol.205, pp.294-303, 2017.

W. Hu, P. Wang, and H. B. Gooi, Toward optimal energy management of microgrids via robust two-stage optimization, IEEE Transactions on Smart Grid, vol.9, issue.2, pp.1161-1174, 2018.

G. Liu, M. Starke, B. Xiao, and K. Tomsovic, Robust optimisation-based microgrid scheduling with islanding constraints, IET Generation, Transmission Distribution, vol.11, issue.7, pp.1820-1828, 2017.

L. Wang, Q. Li, R. Ding, M. Sun, and G. Wang, Integrated scheduling of energy supply and demand in microgrids under uncertainty: A robust multi-objective optimization approach, Energy, vol.130, pp.1-14, 2017.

E. Kuznetsova, Y. Li, C. Ruiz, and E. Zio, An integrated framework of agent-based modelling and robust optimization for microgrid energy management, Applied Energy, vol.129, pp.70-88, 2014.
URL : https://hal.archives-ouvertes.fr/hal-00994200

R. Gupta and N. K. Gupta, A robust optimization based approach for microgrid operation in deregulated environment, Energy Conversion and Management, vol.93, pp.121-131, 2015.

J. Wang, P. Li, K. Fang, and Y. Zhou, Robust optimization for household load scheduling with uncertain parameters, Applied Sciences, vol.8, issue.4, 2018.

M. Ampatzis, P. H. Nguyen, and I. G. ,

A. Kamphuis and . Van-zwam, Robust optimisation for deciding on real-time flexibility of storage-integrated photovoltaic units controlled by intelligent software agents, IET Renewable Power Generation, vol.11, issue.12, pp.1527-1533, 2017.

M. Diekerhof, F. Peterssen, and A. Monti, Hierarchical distributed robust optimization for demand response services, IEEE Transactions on Smart Grid, pp.1-1, 2017.

Y. Zhou, Z. Wei, G. Sun, K. W. Cheung, H. Zang et al., A robust optimization approach for integrated community energy system in energy and ancillary service markets, Energy, vol.148, pp.1-15, 2018.

D. Bertsimas, D. B. Brown, and C. Caramanis, Theory and applications of robust optimization, SIAM Review, vol.53, issue.3, pp.464-501, 2011.

O. Kilkki, I. Seilonen, K. Zenger, and V. Vyatkin, Optimizing residential heating and energy storage flexibility for frequency reserves, International Journal of Electrical Power & Energy Systems, vol.100, pp.540-549, 2018.

J. Li, Z. Wu, S. Zhou, H. Fu, and X. P. Zhang, Aggregator service for pv and battery energy storage systems of residential building, CSEE Journal of Power and Energy Systems, vol.1, issue.4, pp.3-11, 2015.

G. Comodi, A. Giantomassi, M. Severini, S. Squartini, F. Ferracuti et al., Multi-apartment residential microgrid with electrical and thermal storage devices : Experimental analysis and simulation of energy management strategies, Applied Energy, vol.137, pp.854-866, 2015.

N. Good, E. Karangelos, A. Navarro-espinosa, and P. Mancarella, Optimization under Uncertainty of Thermal Storage-Based Flexible Demand Response with Quantification of Residential Users' Discomfort, IEEE Transactions on Smart Grid, vol.6, issue.5, pp.2333-2342, 2015.

Z. Xu, X. Guan, Q. S. Jia, J. Wu, D. Wang et al., Performance analysis and comparison on energy storage devices for smart building energy management, IEEE Transactions on Smart Grid, vol.3, issue.4, pp.2136-2147, 2012.

A. Ouammi, Optimal power scheduling for a cooperative network of smart residential buildings, IEEE Transactions on Sustainable Energy, vol.7, issue.3, pp.1317-1326, 2016.

X. Li, T. Borsche, and G. Andersson, PV integration in Low-Voltage feeders with Demand Response, IEEE Eindhoven PowerTech, 2015.

D. Dutt, Life cycle analysis and recycling techniques of batteries used in renewable energy applications, 2013 International Conference on New Concepts in Smart Cities: Fostering Public and Private Alliances (SmartMILE), pp.1-7, 2013.

E. Sarasketa-zabala, E. Martinez-laserna, M. Berecibar, I. Gandiaga, L. Rodriguez-martinez et al., Realistic lifetime prediction approach for li-ion batteries, Applied Energy, vol.162, pp.839-852, 2016.

B. Xu, J. Zhao, T. Zheng, E. Litvinov, and D. S. Kirschen, Factoring the cycle aging cost of batteries participating in electricity markets, IEEE Transactions on Power Systems, vol.33, issue.2, pp.2248-2259, 2018.

B. Xu, Y. Shi, D. S. Kirschen, and B. Zhang, Optimal regulation response of batteries under cycle aging mechanisms, 2017 IEEE 56th Annual Conference on Decision and Control (CDC), pp.751-756, 2017.

A. Esmat, J. Usaola, and M. Moreno, Distribution-level flexibility market for congestion management, Energies, vol.11, issue.5, 2018.

N. Holjevac, T. Capuder, N. Zhang, I. Kuzle, and C. Kang, Corrective receding horizon scheduling of flexible distributed multi-energy microgrids, 2017.

A. Esmat, J. Usaola, and M. Moreno, A decentralized local flexibility market considering the uncertainty of demand, Energies, vol.11, issue.8, 2018.

I. D. De-cerio-mendaza, I. G. Szczesny, J. R. Pillai, and B. Bak-jensen, Demand response control in low voltage grids for technical and commercial aggregation services, IEEE Transactions on Smart Grid, vol.7, issue.6, pp.2771-2780, 2016.

B. Morvaj, K. Knezovi?, R. Evins, and M. Marinelli, Integrating multidomain distributed energy systems with electric vehicle {PQ} flexibility: Optimal design and operation scheduling for sustainable low-voltage distribution grids, Sustainable Energy, Grids and Networks, vol.8, pp.51-61, 2016.

P. Olivella-rosell, E. Bullich-massagué, M. Aragüés-peñalba, A. Sumper, S. Ødegaard-ottesen et al., Optimization problem for meeting distribution system operator requests in local flexibility markets with distributed energy resources, Applied Energy, vol.210, pp.881-895, 2018.

F. Lezama, J. Soares, P. Hernandez-leal, M. Kaisers, T. Pinto et al., Local energy markets: Paving the path towards fully transactive energy systems, IEEE Transactions on Power Systems, pp.1-1, 2018.

A. Majzoobi and A. Khodaei, Application of microgrids in supporting distribution grid flexibility, IEEE Transactions on Power Systems, issue.99, pp.1-1, 2016.

M. Ahmed and S. Kamalasadan, An approach for local net-load ramp rate control using integrated energy storage based on least square error minimization technique, 2018 IEEE Power and Energy Conference at Illinois (PECI), pp.1-6, 2018.

G. Graditi, M. D. Somma, and P. Siano, Optimal bidding strategy for a der aggregator in the day-ahead market in the presence of demand flexibility, IEEE Transactions on Industrial Electronics, pp.1-1, 2018.

D. T. Nguyen and L. B. Le, Optimal bidding strategy for microgrids considering renewable energy and building thermal dynamics, IEEE Transactions on Smart Grid, vol.5, issue.4, pp.1608-1620, 2014.

C. A. Correa-florez, A. Gerossier, A. Michiorri, and G. Kariniotakis, Stochastic operation of home energy management systems including battery cycling, Applied Energy, vol.225, pp.1205-1218, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01809270

C. A. Correa-florez, A. Michiorri, and G. Kariniotakis, Robust optimization for day-ahead market participation of smart-home aggregators, Applied Energy, vol.229, pp.433-445, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01862545

C. A. Correa, A. Gerossier, A. Michiorri, and G. Kariniotakis, Optimal scheduling of storage devices in smart buildings including battery cycling, 2017 IEEE Manchester PowerTech, pp.1-6, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01520365

C. A. Correa-florez, A. Gerossier, A. Michiorri, R. Girard, and G. Kariniotakis, Residential electrical and thermal storage optimisation in a market environment, CIRED -Open Access Proceedings Journal, vol.2017, issue.1, 1967.
URL : https://hal.archives-ouvertes.fr/hal-01518380

C. A. Correa-florez, A. Michiorri, A. Gerossier, and G. Kariniotakis, Day-Ahead Management of Smart Homes Considering Uncertainty and Grid Flexibilities, 11th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion, vol.2018, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01948634

S. Project,

H. I. Su and A. E. Gamal, Modeling and analysis of the role of energy storage for renewable integration: Power balancing, IEEE Transactions on Power Systems, vol.28, issue.4, pp.4109-4117, 2013.

A. Ulbig and G. Andersson, Analyzing operational flexibility of electric power systems, the Special Issue for 18th Power Systems Computation Conference, vol.72, pp.155-164, 2015.

A. Mohd, E. Ortjohann, A. Schmelter, N. Hamsic, and D. Morton, Challenges in integrating distributed energy storage systems into future smart grid, 2008 IEEE International Symposium on Industrial Electronics, pp.1627-1632, 2008.

, The Role of energy storage with renewable electricity generation, 2010.

D. Linden and T. B. Reddy, Handbook of batteries, 2002.

M. Zheng, C. J. Meinrenken, and K. S. Lackner, Smart households : Dispatch strategies and economic analysis of distributed energy storage for residential peak shaving, Applied Energy, vol.147, pp.246-257, 2015.

R. Davies, M. Sumner, and E. Christopher, Energy storage control for a small community microgrid, 7th IET International Conference on Power Electronics, Machines and Drives, pp.1-6, 2014.

C. Goebel, H. Hesse, M. Schimpe, A. Jossen, and H. A. Jacobsen, Modelbased dispatch strategies for lithium-ion battery energy storage applied to payas-bid markets for secondary reserve, IEEE Transactions on Power Systems, vol.32, issue.4, pp.2724-2734, 2017.

I. Duggal and B. Venkatesh, Short-term scheduling of thermal generators and battery storage with depth of discharge-based cost model, IEEE Transactions on Power Systems, vol.30, issue.4, pp.2110-2118, 2015.

M. A. Ortega-vazquez, Optimal scheduling of electric vehicle charging and vehicle-to-grid services at household level including battery degradation and price uncertainty, IET Generation, Transmission Distribution, vol.8, issue.6, pp.1007-1016, 2014.

M. R. Sarker, H. Pandzic, and M. A. Ortega-vazquez, Optimal operation and services scheduling for an electric vehicle battery swapping station, IEEE Transactions on Power Systems, vol.30, issue.2, pp.901-910, 2015.

M. Koller, T. Borsche, A. Ulbig, and G. Andersson, Defining a degradation cost function for optimal control of a battery energy storage system, 2013 IEEE Grenoble Conference, pp.1-6, 2013.

D. Wang, X. Guan, J. Wu, P. Li, P. Zan et al., Integrated energy exchange scheduling for multimicrogrid system with electric vehicles, IEEE Transactions on Smart Grid, vol.7, issue.4, pp.1762-1774, 2016.

O. Mégel, J. L. Mathieu, and G. Andersson, Scheduling distributed energy storage units to provide multiple services under forecast error, the Special Issue for 18th Power Systems Computation Conference, vol.72, pp.48-57, 2015.

K. Darcovich, B. Kenney, D. Macneil, and M. Armstrong, Control strategies and cycling demands for li-ion storage batteries in residential micro-cogeneration systems, Applied Energy, vol.141, pp.32-41, 2015.

G. He, Q. Chen, C. Kang, P. Pinson, and Q. Xia, Optimal bidding strategy of battery storage in power markets considering performance-based regulation and battery cycle life, IEEE Transactions on Smart Grid, vol.7, issue.5, pp.2359-2367, 2016.

M. Musallam and C. M. Johnson, An efficient implementation of the rainflow counting algorithm for life consumption estimation, IEEE Transactions on Reliability, vol.61, issue.4, pp.978-986, 2012.

S. Downing and D. Socie, Simple rainflow counting algorithms, International Journal of Fatigue, vol.4, issue.1, pp.31-40, 1982.

Y. Niu and S. Santoso, Sizing and coordinating fast-and slow-response energy storage systems to mitigate hourly wind power variations, IEEE Transactions on Smart Grid, issue.99, pp.1-1, 2017.

X. Ke, N. Lu, and C. Jin, Control and size energy storage systems for managing energy imbalance of variable generation resources, IEEE Transactions on Sustainable Energy, vol.6, issue.1, pp.70-78, 2015.

, Saft batteries lithium ion battery life, 2014.

B. Zhou, W. Li, K. W. Chan, Y. Cao, Y. Kuang et al., Smart home energy management systems: Concept, configurations, and scheduling strategies, Renewable and Sustainable Energy Reviews, vol.61, pp.30-40, 2016.

R. Missaoui, H. Joumaa, S. Ploix, and S. Bacha, Managing energy smart homes according to energy prices: Analysis of a building energy management system, Energy and Buildings, vol.71, pp.155-167, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01009779

A. Anvari-moghaddam, H. Monsef, and A. Rahimi-kian, Optimal smart home energy management considering energy saving and a comfortable lifestyle, IEEE Transactions on Smart Grid, vol.6, issue.1, pp.324-332, 2015.

Z. Zhao, W. C. Lee, Y. Shin, and K. B. Song, An optimal power scheduling method for demand response in home energy management system, IEEE Transactions on Smart Grid, vol.4, issue.3, pp.1391-1400, 2013.

S. Lee, B. Kwon, and S. Lee, Joint energy management system of electric supply and demand in houses and buildings, IEEE Transactions on Power Systems, vol.29, issue.6, pp.2804-2812, 2014.

, Battery Storage for Renewables: Market Status and Technology Outlook, 2015.

A. Gerossier, R. Girard, G. Kariniotakis, and A. Michiorri, Probabilistic day-ahead forecasting of household electricity demand, CIRED -Open Access Proceedings Journal, vol.2017, issue.4, pp.2500-2504, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01518373

,

A. Bocquet, A. Michiorri, A. Bossavy, R. Girard, and G. Kariniotakis, Assessment of probabilistic pv production forecasts performance in an operational context," in 6th Solar Integration Workshop -International Workshop on Integration of Solar Power into Power Systems, 2016.

, Entsoe transparency. central collection and publication of electricity generation, transportation and consumption data and information for the pan-european market, day-ahead prices, vol.accessed, pp.2018-2019

F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion et al., Scikit-learn: Machine learning in Python, Journal of Machine Learning Research, vol.12, pp.2825-2830, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00650905

, Nordic Council of Ministers, Flexible demand for electricity and power: Barriers and opportunities, 2017.

C. Eid, P. Codani, Y. Chen, Y. Perez, and R. Hakvoort, Aggregation of demand side flexibility in a smart grid: A review for european market design, 2015 12th International Conference on the European Energy Market (EEM), pp.1-5, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01266912

, Electric Storage Participation in Markets Operated by Regional Transmission Organizations and Independent System Operators, Federal Energy Regulatory Commission, Order N, vol.841, 2018.

R. Cheng and Y. Jin, A competitive swarm optimizer for large scale optimization, IEEE Transactions on Cybernetics, vol.45, issue.2, pp.191-204, 2015.

E. Perez, H. Beltran, N. Aparicio, and P. Rodriguez, Predictive power control for pv plants with energy storage, IEEE Transactions on Sustainable Energy, vol.4, issue.2, pp.482-490, 2013.

Z. Fu-tan, L. Wei-ju, H. Li, J. Li, and H. Juan-zhang, A two-stage scheduling optimization model and solution algorithm for wind power and energy storage system considering uncertainty and demand response, International Journal of Electrical Power & Energy Systems, vol.63, pp.1057-1069, 2014.

W. Su, J. Wang, and J. Roh, Stochastic energy scheduling in microgrids with intermittent renewable energy resources, IEEE Transactions on Smart Grid, vol.5, issue.4, pp.1876-1883, 2014.

H. Ding, Z. Hu, and Y. Song, Stochastic optimization of the daily operation of wind farm and pumped-hydro-storage plant, Renewable Energy, vol.48, pp.571-578, 2012.

D. Bertsimas, E. Litvinov, X. A. Sun, J. Zhao, and T. Zheng, Adaptive robust optimization for the security constrained unit commitment problem, IEEE Transactions on Power Systems, vol.28, issue.1, pp.52-63, 2013.

M. Kazemi, H. Zareipour, N. Amjady, W. D. Rosehart, and M. Ehsan, Operation scheduling of battery storage systems in joint energy and ancillary services markets, IEEE Transactions on Sustainable Energy, vol.8, issue.4, pp.1726-1735, 2017.

R. A. Jabr, Robust transmission network expansion planning with uncertain renewable generation and loads, IEEE Transactions on Power Systems, vol.28, issue.4, pp.4558-4567, 2013.

A. A. Thatte, L. Xie, D. E. Viassolo, and S. Singh, Risk measure based robust bidding strategy for arbitrage using a wind farm and energy storage, IEEE Transactions on Smart Grid, vol.4, issue.4, pp.2191-2199, 2013.

Z. Hu, M. Zhang, X. Wang, C. Li, and M. Hu, Bi-level robust dynamic economic emission dispatch considering wind power uncertainty, Electric Power Systems Research, vol.135, pp.35-47, 2016.

D. Bertsimas and M. Sim, The price of robustness, Operations Research, vol.52, issue.1, pp.35-53, 2004.

O. Mégel, J. L. Mathieu, and G. Andersson, Scheduling distributed energy storage units to provide multiple services, 2014 Power Systems Computation Conference, pp.1-7, 2014.

S. Rahnama, J. D. Bendtsen, J. Stoustrup, and H. Rasmussen, Robust aggregator design for industrial thermal energy storages in smart grid, IEEE Transactions on Smart Grid, vol.8, issue.2, pp.902-916, 2017.

T. Dragicevic, H. Pandzic, D. Skrlec, I. Kuzle, J. M. Guerrero et al., Capacity optimization of renewable energy sources and battery storage in an autonomous telecommunication facility, IEEE Transactions on Sustainable Energy, vol.5, issue.4, pp.1367-1378, 2014.

, Epex spot auction, day ahead price for french market, pp.2016-2026, 2015.

G. C. Mouli, P. Bauer, and M. Zeman, System design for a solar powered electric vehicle charging station for workplaces, Applied Energy, vol.168, pp.434-443, 2016.

I. Ranaweera, O. Midtgård, and M. Korpås, Distributed control scheme for residential battery energy storage units coupled with pv systems, Renewable Energy, vol.113, pp.1099-1110, 2017.

B. Yu, Design and experimental results of battery charging system for microgrid system, International Journal of Photoenergy, vol.2016, 2016.

F. Y. Melhem, O. Grunder, Z. Hammoudan, and N. Moubayed, Optimization and energy management in smart home considering photovoltaic, wind, and battery storage system with integration of electric vehicles, Canadian Journal of Electrical and Computer Engineering, vol.40, issue.2, pp.128-138, 2017.

X. Jin, K. Baker, D. Christensen, and S. Isley, Foresee: A user-centric home energy management system for energy efficiency and demand response, Applied Energy, vol.205, pp.1583-1595, 2017.

K. Deb, Multi-objective Optimization using Evolutionary Algorithms, 2001.

N. M. Razali and A. H. Hashim, Backward reduction application for minimizing wind power scenarios in stochastic programming, 2010 4th International Power Engineering and Optimization Conference (PEOCO), pp.430-434, 2010.

R. Weron and A. Misiorek, Forecasting spot electricity prices: A comparison of parametric and semiparametric time series models, International Journal of Forecasting, vol.24, issue.4, pp.744-763, 2008.

A. Berrada, K. Loudiyi, and I. Zorkani, Valuation of energy storage in energy and regulation markets, Energy, vol.115, pp.1109-1118, 2016.

W. W. Kim, J. S. Shin, and J. O. Kim, Operation strategy of multi-energy storage system for ancillary services, IEEE Transactions on Power Systems, vol.32, issue.6, pp.4409-4417, 2017.

B. Zakeri and S. Syri, Value of energy storage in the nordic power marketbenefits from price arbitrage and ancillary services, 2016 13th International Conference on the European Energy Market (EEM), pp.1-5, 2016.

N. Yu and B. Foggo, Stochastic valuation of energy storage in wholesale power markets, Energy Economics, vol.64, pp.177-185, 2017.

J. Tan and Y. Zhang, Coordinated control strategy of a battery energy storage system to support a wind power plant providing multi-timescale frequency ancillary services, IEEE Transactions on Sustainable Energy, vol.8, issue.3, pp.1140-1153, 2017.

B. Yang, Y. Makarov, J. Desteese, V. Viswanathan, P. Nyeng et al., On the use of energy storage technologies for regulation services in electric power systems with significant penetration of wind energy, 2008 5th International Conference on the European Electricity Market, pp.1-6, 2008.

B. Xu, Y. Wang, Y. Dvorkin, R. Fernández-blanco, C. A. Silva-monroy et al., Scalable planning for energy storage in energy and reserve markets, IEEE Transactions on Power Systems, vol.32, issue.6, pp.4515-4527, 2017.

H. Akhavan-hejazi and H. Mohsenian-rad, Optimal operation of independent storage systems in energy and reserve markets with high wind penetration, IEEE Transactions on Smart Grid, vol.5, issue.2, pp.1088-1097, 2014.

M. Black and G. Strbac, Value of bulk energy storage for managing wind power fluctuations, IEEE Transactions on Energy Conversion, vol.22, issue.1, pp.197-205, 2007.

S. Teleke, M. E. Baran, A. Q. Huang, S. Bhattacharya, and L. Anderson, Control strategies for battery energy storage for wind farm dispatching, IEEE Transactions on Energy Conversion, vol.24, issue.3, pp.725-732, 2009.

M. A. Abdullah, K. M. Muttaqi, D. Sutanto, and A. P. Agalgaonkar, An effective power dispatch control strategy to improve generation schedulability and supply reliability of a wind farm using a battery energy storage system, IEEE Transactions on Sustainable Energy, vol.6, issue.3, pp.1093-1102, 2015.

F. Luo, K. Meng, Z. Y. Dong, Y. Zheng, Y. Chen et al., Coordinated operational planning for wind farm with battery energy storage system, IEEE Transactions on Sustainable Energy, vol.6, issue.1, pp.253-262, 2015.

J. M. Eyer and G. P. Corey, Energy storage for the electricity grid : benefits and market potential assessment guide : a study for the doe energy storage systems program

J. Wood, Integrating renewables into the grid: Applying ultrabattery x00ae; technology in mw scale energy storage solutions for continuous variability management, 2012 IEEE International Conference on Power System Technology (POWERCON), pp.1-4, 2012.

E. Vrettos, F. Oldewurtel, and G. Andersson, Robust energy-constrained frequency reserves from aggregations of commercial buildings, IEEE Transactions on Power Systems, vol.31, issue.6, pp.4272-4285, 2016.

E. Vrettos and G. Andersson, Scheduling and provision of secondary frequency reserves by aggregations of commercial buildings, IEEE Transactions on Sustainable Energy, vol.7, issue.2, pp.850-864, 2016.

T. T. Gorecki, L. Fabietti, F. A. Qureshi, and C. N. Jones, Experimental demonstration of buildings providing frequency regulation services in the swiss market, Energy and Buildings, vol.144, pp.229-240, 2017.

O. Kilkki, C. Giovanelli, I. Seilonen, and V. Vyatkin, Optimization of decentralized energy storage flexibility for frequency reserves, IECON 2015 -41st Annual Conference of the IEEE Industrial Electronics Society, pp.2-219, 2015.

S. Hanif, H. B. Gooi, T. Massier, T. Hamacher, and T. Reindl, Distributed congestion management of distribution grids under robust flexible buildings operations, IEEE Transactions on Power Systems, vol.32, issue.6, pp.4600-4613, 2017.

A. Roos, S. Ottesen, and T. F. Bolkesjø, Modeling consumer flexibility of an aggregator participating in the wholesale power market and the regulation capacity market, Energy Procedia, vol.58, pp.79-86, 2014.

H. Hao, B. M. Sanandaji, K. Poolla, and T. L. Vincent, Aggregate flexibility of thermostatically controlled loads, IEEE Transactions on Power Systems, vol.30, issue.1, pp.189-198, 2015.

J. L. Mathieu, M. E. Dyson, and D. S. Callaway, Resource and revenue potential of california residential load participation in ancillary services, Energy Policy, vol.80, pp.76-87, 2015.

M. Heleno, M. A. Matos, and J. P. Lopes, A bottom-up approach to leverage the participation of residential aggregators in reserve services markets, Electric Power Systems Research, vol.136, pp.425-433, 2016.

M. Heleno, M. A. Matos, and J. A. Lopes, Availability and flexibility of loads for the provision of reserve, IEEE Transactions on Smart Grid, vol.6, issue.2, pp.667-674, 2015.

P. Mancarella, Mes (multi-energy systems): An overview of concepts and evaluation models, Energy, vol.65, pp.1-17, 2014.

J. Villar, R. Bessa, and M. Matos, Flexibility products and markets: Literature review, Electric Power Systems Research, vol.154, pp.329-340, 2018.

C. Zhang, Y. Ding, J. Østergaard, H. W. Bindner, N. C. Nordentoft et al., A flex-market design for flexibility services through ders, IEEE PES ISGT Europe, pp.1-5, 2013.

N. C. Nordentoft, Strategic platform for innovation and research in intelligent power (iPower), Tech. Rep, vol.04, p.2013