Allocation of Fast-Acting Energy Storage Systems in Transmission Grids With High Renewable Generation

The major challenge in coordinating between fast-acting energy storage systems (FA-ESSs) and renewable energy sources (RESs) in the existing transmission grid is to determine the location and capacity of the FA-ESS in the power systems. The optimal allocation of FA-ESS with conventional hourly discrete time method (DTM) can result in the increased operation cost, non-optimal placements and larger storage capacity and therefore, having an opposite effect on the operation. Accordingly, in this paper, a continuous-time method (CTM) is proposed to coordinate FA-ESS and RESs to cover fast fluctuations of renewable generations (RGs). Besides, based on the CTM, an adaptive interval-based robust optimization framework, to deal with uncertainty of the RGs, has been proposed. The proposed optimal allocation of FA-ESS with CTM provides the best sitting and sizing for the installation of the FA-ESSs and the best possible continuous-time scheduling plan for FA-ESSs. Also, in other to have better implementations of their ramping capability to track the continuous-time changes and deviations of the RGs rather than hourly DTM. The proposed model has been implemented and evaluated on the IEEE Reliability Test System (IEEE-RTS).

[1]  Feng Zhang,et al.  Battery ESS Planning for Wind Smoothing via Variable-Interval Reference Modulation and Self-Adaptive SOC Control Strategy , 2017, IEEE Transactions on Sustainable Energy.

[2]  C. Y. Chung,et al.  Stochastic Transmission Expansion Planning Considering Uncertain Dynamic Thermal Rating of Overhead Lines , 2019, IEEE Transactions on Power Systems.

[3]  Miadreza Shafie-Khah,et al.  Assessing Increased Flexibility of Energy Storage and Demand Response to Accommodate a High Penetration of Renewable Energy Sources , 2019, IEEE Transactions on Sustainable Energy.

[4]  Saeed Lotfifard,et al.  Spatiotemporal modeling of wind generation for optimal energy storage sizing , 2015, 2015 IEEE Power & Energy Society General Meeting.

[5]  Chongqing Kang,et al.  Planning Pumped Storage Capacity for Wind Power Integration , 2013, IEEE Transactions on Sustainable Energy.

[6]  Vahid Vahidinasab,et al.  Towards robust OPF solution strategy for the future AC/DC grids: case of VSC-HVDC-connected offshore wind farms , 2018 .

[7]  Marco Aiello,et al.  Sizing and Siting of Large-Scale Batteries in Transmission Grids to Optimize the Use of Renewables , 2017, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

[8]  Siyuan Wang,et al.  Robust Co-Planning of Energy Storage and Transmission Line With Mixed Integer Recourse , 2019, IEEE Transactions on Power Systems.

[9]  Bikash C. Pal,et al.  Robust Optimization of Storage Investment on Transmission Networks , 2015, IEEE Transactions on Power Systems.

[10]  Mohammad Shahidehpour,et al.  The IEEE Reliability Test System-1996. A report prepared by the Reliability Test System Task Force of the Application of Probability Methods Subcommittee , 1999 .

[11]  Mahmud Fotuhi-Firuzabad,et al.  A comprehensive review on uncertainty modeling techniques in power system studies , 2016 .

[12]  Steven H. Low,et al.  Profit-Maximizing Planning and Control of Battery Energy Storage Systems for Primary Frequency Control , 2016, IEEE Transactions on Smart Grid.

[13]  Antonio J. Conejo,et al.  Coordinated Investment in Transmission and Storage Systems Representing Long- and Short-Term Uncertainty , 2018, IEEE Transactions on Power Systems.

[14]  Approximation of functions by a new family of generalized Bernstein operators , 2017 .

[15]  Ali Ahmadi-Khatir,et al.  Multi-Area Unit Scheduling and Reserve Allocation Under Wind Power Uncertainty , 2014, IEEE Transactions on Power Systems.

[16]  Antonio J. Conejo,et al.  Long-term coordination of transmission and storage to integrate wind power , 2017 .

[17]  Sonja Wogrin,et al.  Optimizing Storage Siting, Sizing, and Technology Portfolios in Transmission-Constrained Networks , 2015, IEEE Transactions on Power Systems.

[18]  Daniel S. Kirschen,et al.  Stochastic Multistage Coplanning of Transmission Expansion and Energy Storage , 2017, IEEE Transactions on Power Systems.

[19]  Neil Genzlinger A. and Q , 2006 .

[20]  W. Marsden I and J , 2012 .

[21]  R. A. Jabr,et al.  Robust Transmission Network Expansion Planning With Uncertain Renewable Generation and Loads , 2013, IEEE Transactions on Power Systems.

[22]  Antonio J. Conejo,et al.  Robust transmission expansion planning , 2015, Eur. J. Oper. Res..

[23]  Shengwei Mei,et al.  Robust Coordinated Transmission and Generation Expansion Planning Considering Ramping Requirements and Construction Periods , 2016, IEEE Transactions on Power Systems.

[24]  Aaas News,et al.  Book Reviews , 1893, Buffalo Medical and Surgical Journal.

[25]  Xu Andy Sun,et al.  Adaptive Robust Optimization for the Security Constrained Unit Commitment Problem , 2013, IEEE Transactions on Power Systems.

[26]  Nima Amjady,et al.  Robust Transmission and Energy Storage Expansion Planning in Wind Farm-Integrated Power Systems Considering Transmission Switching , 2016, IEEE Transactions on Sustainable Energy.

[27]  Yi Zhang,et al.  Reliability Modeling and Control Schemes of Composite Energy Storage and Wind Generation System With Adequate Transmission Upgrades , 2011, IEEE Transactions on Sustainable Energy.