, 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.
Flexibility in future power systems with high renewable penetration: A review, Renewable and Sustainable Energy Reviews, vol.57, pp.1186-1193, 2016. ,
Realizing the smart grid's potential: Defining local markets for flexibility, Utilities Policy, vol.40, pp.26-35, 2016. ,
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.
Market integration of local energy systems: Is local energy management compatible with european regulation for retail competition, Energy, vol.114, pp.913-922, 2016. ,
Handling renewable energy variability and uncertainty in power systems operation, Wiley Interdisciplinary Reviews: Energy and Environment, vol.3, issue.2, pp.156-178 ,
A review of the value of aggregators in electricity systems, Renewable and Sustainable Energy Reviews, vol.77, pp.395-405, 2017. ,
Stochastic modeling and optimization in a microgrid: A survey, Energies, vol.7, issue.4, pp.2027-2050, 2014. ,
, Introduction to Stochastic Programming, 2011.
Robust discrete optimization and network flows, Math. Program., Ser. B, vol.98, issue.1-3, pp.49-71, 2003. ,
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. ,
A robust optimization approach for energy generation scheduling in microgrids, Energy Conversion and Management, vol.106, pp.597-607, 2015. ,
Optimal bidding strategy for microgrids in joint energy and ancillary service markets considering flexible ramping products, Applied Energy, vol.205, pp.294-303, 2017. ,
Toward optimal energy management of microgrids via robust two-stage optimization, IEEE Transactions on Smart Grid, vol.9, issue.2, pp.1161-1174, 2018. ,
Robust optimisation-based microgrid scheduling with islanding constraints, IET Generation, Transmission Distribution, vol.11, issue.7, pp.1820-1828, 2017. ,
Integrated scheduling of energy supply and demand in microgrids under uncertainty: A robust multi-objective optimization approach, Energy, vol.130, pp.1-14, 2017. ,
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
A robust optimization based approach for microgrid operation in deregulated environment, Energy Conversion and Management, vol.93, pp.121-131, 2015. ,
Robust optimization for household load scheduling with uncertain parameters, Applied Sciences, vol.8, issue.4, 2018. ,
,
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. ,
Hierarchical distributed robust optimization for demand response services, IEEE Transactions on Smart Grid, pp.1-1, 2017. ,
A robust optimization approach for integrated community energy system in energy and ancillary service markets, Energy, vol.148, pp.1-15, 2018. ,
Theory and applications of robust optimization, SIAM Review, vol.53, issue.3, pp.464-501, 2011. ,
Optimizing residential heating and energy storage flexibility for frequency reserves, International Journal of Electrical Power & Energy Systems, vol.100, pp.540-549, 2018. ,
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. ,
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. ,
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. ,
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. ,
Optimal power scheduling for a cooperative network of smart residential buildings, IEEE Transactions on Sustainable Energy, vol.7, issue.3, pp.1317-1326, 2016. ,
PV integration in Low-Voltage feeders with Demand Response, IEEE Eindhoven PowerTech, 2015. ,
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. ,
Realistic lifetime prediction approach for li-ion batteries, Applied Energy, vol.162, pp.839-852, 2016. ,
Factoring the cycle aging cost of batteries participating in electricity markets, IEEE Transactions on Power Systems, vol.33, issue.2, pp.2248-2259, 2018. ,
Optimal regulation response of batteries under cycle aging mechanisms, 2017 IEEE 56th Annual Conference on Decision and Control (CDC), pp.751-756, 2017. ,
Distribution-level flexibility market for congestion management, Energies, vol.11, issue.5, 2018. ,
Corrective receding horizon scheduling of flexible distributed multi-energy microgrids, 2017. ,
A decentralized local flexibility market considering the uncertainty of demand, Energies, vol.11, issue.8, 2018. ,
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. ,
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. ,
Optimization problem for meeting distribution system operator requests in local flexibility markets with distributed energy resources, Applied Energy, vol.210, pp.881-895, 2018. ,
Local energy markets: Paving the path towards fully transactive energy systems, IEEE Transactions on Power Systems, pp.1-1, 2018. ,
Application of microgrids in supporting distribution grid flexibility, IEEE Transactions on Power Systems, issue.99, pp.1-1, 2016. ,
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. ,
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. ,
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. ,
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
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
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
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
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
,
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. ,
Analyzing operational flexibility of electric power systems, the Special Issue for 18th Power Systems Computation Conference, vol.72, pp.155-164, 2015. ,
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.
Handbook of batteries, 2002. ,
Smart households : Dispatch strategies and economic analysis of distributed energy storage for residential peak shaving, Applied Energy, vol.147, pp.246-257, 2015. ,
Energy storage control for a small community microgrid, 7th IET International Conference on Power Electronics, Machines and Drives, pp.1-6, 2014. ,
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. ,
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. ,
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. ,
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. ,
Defining a degradation cost function for optimal control of a battery energy storage system, 2013 IEEE Grenoble Conference, pp.1-6, 2013. ,
Integrated energy exchange scheduling for multimicrogrid system with electric vehicles, IEEE Transactions on Smart Grid, vol.7, issue.4, pp.1762-1774, 2016. ,
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. ,
Control strategies and cycling demands for li-ion storage batteries in residential micro-cogeneration systems, Applied Energy, vol.141, pp.32-41, 2015. ,
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. ,
An efficient implementation of the rainflow counting algorithm for life consumption estimation, IEEE Transactions on Reliability, vol.61, issue.4, pp.978-986, 2012. ,
Simple rainflow counting algorithms, International Journal of Fatigue, vol.4, issue.1, pp.31-40, 1982. ,
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. ,
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.
Smart home energy management systems: Concept, configurations, and scheduling strategies, Renewable and Sustainable Energy Reviews, vol.61, pp.30-40, 2016. ,
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
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. ,
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. ,
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.
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
,
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
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.
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.
A competitive swarm optimizer for large scale optimization, IEEE Transactions on Cybernetics, vol.45, issue.2, pp.191-204, 2015. ,
Predictive power control for pv plants with energy storage, IEEE Transactions on Sustainable Energy, vol.4, issue.2, pp.482-490, 2013. ,
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. ,
Stochastic energy scheduling in microgrids with intermittent renewable energy resources, IEEE Transactions on Smart Grid, vol.5, issue.4, pp.1876-1883, 2014. ,
Stochastic optimization of the daily operation of wind farm and pumped-hydro-storage plant, Renewable Energy, vol.48, pp.571-578, 2012. ,
Adaptive robust optimization for the security constrained unit commitment problem, IEEE Transactions on Power Systems, vol.28, issue.1, pp.52-63, 2013. ,
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. ,
Robust transmission network expansion planning with uncertain renewable generation and loads, IEEE Transactions on Power Systems, vol.28, issue.4, pp.4558-4567, 2013. ,
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. ,
Bi-level robust dynamic economic emission dispatch considering wind power uncertainty, Electric Power Systems Research, vol.135, pp.35-47, 2016. ,
The price of robustness, Operations Research, vol.52, issue.1, pp.35-53, 2004. ,
Scheduling distributed energy storage units to provide multiple services, 2014 Power Systems Computation Conference, pp.1-7, 2014. ,
Robust aggregator design for industrial thermal energy storages in smart grid, IEEE Transactions on Smart Grid, vol.8, issue.2, pp.902-916, 2017. ,
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.
System design for a solar powered electric vehicle charging station for workplaces, Applied Energy, vol.168, pp.434-443, 2016. ,
Distributed control scheme for residential battery energy storage units coupled with pv systems, Renewable Energy, vol.113, pp.1099-1110, 2017. ,
Design and experimental results of battery charging system for microgrid system, International Journal of Photoenergy, vol.2016, 2016. ,
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. ,
Foresee: A user-centric home energy management system for energy efficiency and demand response, Applied Energy, vol.205, pp.1583-1595, 2017. ,
Multi-objective Optimization using Evolutionary Algorithms, 2001. ,
Backward reduction application for minimizing wind power scenarios in stochastic programming, 2010 4th International Power Engineering and Optimization Conference (PEOCO), pp.430-434, 2010. ,
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. ,
Valuation of energy storage in energy and regulation markets, Energy, vol.115, pp.1109-1118, 2016. ,
Operation strategy of multi-energy storage system for ancillary services, IEEE Transactions on Power Systems, vol.32, issue.6, pp.4409-4417, 2017. ,
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. ,
Stochastic valuation of energy storage in wholesale power markets, Energy Economics, vol.64, pp.177-185, 2017. ,
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. ,
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. ,
Scalable planning for energy storage in energy and reserve markets, IEEE Transactions on Power Systems, vol.32, issue.6, pp.4515-4527, 2017. ,
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. ,
Value of bulk energy storage for managing wind power fluctuations, IEEE Transactions on Energy Conversion, vol.22, issue.1, pp.197-205, 2007. ,
Control strategies for battery energy storage for wind farm dispatching, IEEE Transactions on Energy Conversion, vol.24, issue.3, pp.725-732, 2009. ,
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. ,
Coordinated operational planning for wind farm with battery energy storage system, IEEE Transactions on Sustainable Energy, vol.6, issue.1, pp.253-262, 2015. ,
Energy storage for the electricity grid : benefits and market potential assessment guide : a study for the doe energy storage systems program ,
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. ,
Robust energy-constrained frequency reserves from aggregations of commercial buildings, IEEE Transactions on Power Systems, vol.31, issue.6, pp.4272-4285, 2016. ,
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. ,
Experimental demonstration of buildings providing frequency regulation services in the swiss market, Energy and Buildings, vol.144, pp.229-240, 2017. ,
Optimization of decentralized energy storage flexibility for frequency reserves, IECON 2015 -41st Annual Conference of the IEEE Industrial Electronics Society, pp.2-219, 2015. ,
Distributed congestion management of distribution grids under robust flexible buildings operations, IEEE Transactions on Power Systems, vol.32, issue.6, pp.4600-4613, 2017. ,
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. ,
Aggregate flexibility of thermostatically controlled loads, IEEE Transactions on Power Systems, vol.30, issue.1, pp.189-198, 2015. ,
Resource and revenue potential of california residential load participation in ancillary services, Energy Policy, vol.80, pp.76-87, 2015. ,
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. ,
Availability and flexibility of loads for the provision of reserve, IEEE Transactions on Smart Grid, vol.6, issue.2, pp.667-674, 2015. ,
Mes (multi-energy systems): An overview of concepts and evaluation models, Energy, vol.65, pp.1-17, 2014. ,
Flexibility products and markets: Literature review, Electric Power Systems Research, vol.154, pp.329-340, 2018. ,
A flex-market design for flexibility services through ders, IEEE PES ISGT Europe, pp.1-5, 2013. ,
Strategic platform for innovation and research in intelligent power (iPower), Tech. Rep, vol.04, p.2013 ,