Electricity and reserve market bidding strategy including sizing evaluation and a novel renewable complementarity-based centralized control for storage lifetime enhancement

Abstract On the path to increase the renewable penetration level in power systems, energy storage systems are increasingly considered a key flexible technology to support renewable operation. Despite the reduction of ESS capital costs and their progressive inclusion in electricity markets, the major challenge is to develop new cost-effective business cases for renewable sources and electrical storage devices, which operate in aggregation and participate reliably in electricity markets as well as provide additional ancillary services. The main goal of the paper is to propose a centralized energy management strategy focused on portfolio scheme maximization including favorable market opportunities, such as continuous intraday market and frequency restoration reserve. Besides conventional cost function maximization, the consideration of technical aspects in the optimization allows high reliability of reserve requirements and reduction of energy imbalances. The main research contribution is the novel centralized supervisory control in real-time operation compared to a decentralized approach. This centralized control re-allocates reserve energy to achieve full market compliance and takes advantage of renewable complementarity to apply an innovative state of charge technique which minimizes battery stress and enhances their lifetimes. Therefore, in addition to the optimal storage sizing analysis, storage capacity fade and expected lifetime are accurately estimated according to the operation by means of experimental cycling and calendar aging models to calculate investment and replacement costs. Finally, a techno-economic evaluation of the cost-effectiveness of storage integration is provided.

[1]  Bartosz Kaźmierczak,et al.  Large scale complementary solar and wind energy sources coupled with pumped-storage hydroelectricity for Lower Silesia (Poland) , 2018, Energy.

[2]  Joao P. S. Catalao,et al.  Influence of Wind Power on Intraday Electricity Spot Market: A Comparative Study Based on Real Data , 2018, Energies.

[3]  Cesar A. Silva-Monroy,et al.  Scalable Planning for Energy Storage in Energy and Reserve Markets , 2016, 2018 IEEE Power & Energy Society General Meeting (PESGM).

[4]  Johann Leithon,et al.  Cost-aware renewable energy management: Centralized vs. distributed generation , 2020 .

[5]  Chongqing Kang,et al.  Evaluating the Contribution of Energy Storages to Support Large-Scale Renewable Generation in Joint Energy and Ancillary Service Markets , 2016, IEEE Transactions on Sustainable Energy.

[6]  Aitor Milo,et al.  Annual Optimized Bidding and Operation Strategy in Energy and Secondary Reserve Markets for Solar Plants With Storage Systems , 2019, IEEE Transactions on Power Systems.

[7]  Chongqing Kang,et al.  Optimal Bidding Strategy of Battery Storage in Power Markets Considering Performance-Based Regulation and Battery Cycle Life , 2016, IEEE Transactions on Smart Grid.

[8]  Federico Delfino,et al.  Identification and optimal control of an electrical storage system for microgrids with renewables , 2019, Sustainable Energy, Grids and Networks.

[9]  William D'haeseleer,et al.  A comparative study of imbalance reduction strategies for virtual power plant operation , 2014 .

[10]  M. Reyasudin Basir Khan,et al.  Multi-agent based distributed control architecture for microgrid energy management and optimization , 2016 .

[11]  Weerakorn Ongsakul,et al.  An efficient two stage stochastic optimal energy and reserve management in a microgrid , 2015 .

[12]  Zhongfu Tan,et al.  A bi-level stochastic scheduling optimization model for a virtual power plant connected to a wind–photovoltaic–energy storage system considering the uncertainty and demand response , 2016 .

[13]  Seddik Bacha,et al.  Co-Optimization of Storage System Sizing and Control Strategy for Intelligent Photovoltaic Power Plants Market Integration , 2016, IEEE Transactions on Sustainable Energy.

[14]  Ke Meng,et al.  Two-stage energy management for networked microgrids with high renewable penetration , 2018, Applied Energy.

[15]  J. Catalão,et al.  Regional coordination in ancillary services: An innovative study for secondary control in the Iberian electrical system , 2019, International Journal of Electrical Power & Energy Systems.

[16]  Juan C. Vasquez,et al.  Centralized Control Architecture for Coordination of Distributed Renewable Generation and Energy Storage in Islanded AC Microgrids , 2017, IEEE Transactions on Power Electronics.

[17]  Hamidreza Zareipour,et al.  Operation Scheduling of Battery Storage Systems in Joint Energy and Ancillary Services Markets , 2017, IEEE Transactions on Sustainable Energy.

[18]  Arup Kumar Goswami,et al.  Efficient approach for establishing the economic and operating reliability via optimal coordination of wind–PSH–solar‐storage hybrid plant in highly uncertain double auction competitive power market , 2018, IET Renewable Power Generation.

[19]  Vishal Kumar,et al.  Microgrid control: A comprehensive survey , 2018, Annu. Rev. Control..

[20]  Fei Teng,et al.  Scenario generation of aggregated Wind, Photovoltaics and small Hydro production for power systems applications , 2019, Applied Energy.

[21]  Chengshan Wang,et al.  Energy management system for stand-alone diesel-wind-biomass microgrid with energy storage system , 2016 .

[22]  Daniel Kirschen,et al.  Optimal Battery Control Under Cycle Aging Mechanisms in Pay for Performance Settings , 2017, IEEE Transactions on Automatic Control.

[23]  Chresten Træholt,et al.  Optimization under uncertainty of a biomass-integrated renewable energy microgrid with energy storage , 2018, Renewable Energy.

[24]  Rahmat-Allah Hooshmand,et al.  A comprehensive review on microgrid and virtual power plant concepts employed for distributed energy resources scheduling in power systems , 2017 .

[25]  Zechun Hu,et al.  Rolling Optimization of Wind Farm and Energy Storage System in Electricity Markets , 2015, IEEE Transactions on Power Systems.

[26]  Rahmat-Allah Hooshmand,et al.  Joint operation of wind farm, photovoltaic, pump-storage and energy storage devices in energy and reserve markets , 2015 .

[27]  Andreas Jossen,et al.  Model-Based Dispatch Strategies for Lithium-Ion Battery Energy Storage Applied to Pay-as-Bid Markets for Secondary Reserve , 2017, IEEE Transactions on Power Systems.

[28]  Federico Silvestro,et al.  A Stochastic Optimization Method for Planning and Real-Time Control of Integrated PV-Storage Systems: Design and Experimental Validation , 2018, IEEE Transactions on Sustainable Energy.

[29]  Matias Negrete-Pincetic,et al.  Portfolio applications in electricity markets review: Private investor and manager perspective trends , 2018 .

[30]  F. Calise,et al.  A hybrid renewable system based on wind and solar energy coupled with an electrical storage: Dynamic simulation and economic assessment , 2018, Energy.

[31]  M. Dubarry,et al.  Calendar aging of commercial Li-ion cells of different chemistries – A review , 2018, Current Opinion in Electrochemistry.

[32]  Jan Maciejowski,et al.  Hierarchical EMS for aggregated BESSs in energy and performance-based regulation markets , 2017, 2017 IEEE Power & Energy Society General Meeting.