A Coordinated Multi-Time Scale Robust Scheduling Framework for Isolated Power System With ESU Under High RES Penetration

Renewable energy resources (RESs) have been considered to be a promising solution for providing clear and economical power in isolated islands. Due to the low predictive nature, conventional unit commitment with a deterministic optimization algorithm is no long suitable for grids with high RES scale. This paper proposes a coordinated multi-time scale robust scheduling framework for isolated system with energy storage units. The framework decomposes the adjustable dispatch process into three coordinated stages and specifies the operational policy of thermal and hydraulic units. We formulate mathematical models for each dispatch stage and add additional constraints for inter-stage coordination. Then, we develop a multi-stage robust solution based on Bender’s decomposition and a cutting plane algorithm. Finally, we test the proposed framework with real data from Nanji Island, China. Compared with traditional scheduling, robust schedule approach can significantly improve the “robustness” of grids and allow higher RES penetration level.

[1]  A Goikoetxea,et al.  Frequency restoration in insular grids using Ultracaps ESS , 2010, SPEEDAM 2010.

[2]  David G. Dorrell,et al.  Fractional-order modeling and State-of-Charge estimation for ultracapacitors , 2016 .

[3]  J. A. Carta,et al.  Sizing of a wind-hydro system using a reversible hydraulic facility with seawater. A case study in the Canary Islands , 2015 .

[4]  Zhenpo Wang,et al.  State-of-Health Estimation for Lithium-Ion Batteries Based on the Multi-Island Genetic Algorithm and the Gaussian Process Regression , 2017, IEEE Access.

[5]  Bruce H. Krogh,et al.  Wind Integration in Power Systems: Operational Challenges and Possible Solutions , 2011, Proceedings of the IEEE.

[6]  M. Shahidehpour,et al.  Stochastic Security-Constrained Unit Commitment , 2007, IEEE Transactions on Power Systems.

[7]  Yang Li,et al.  Technological Developments in Batteries: A Survey of Principal Roles, Types, and Management Needs , 2017, IEEE Power and Energy Magazine.

[8]  Jianxue Wang,et al.  Review on probabilistic forecasting of wind power generation , 2014 .

[9]  Yongpei Guan,et al.  Unified Stochastic and Robust Unit Commitment , 2013, IEEE Transactions on Power Systems.

[10]  Xiaoming Jin,et al.  Key technologies for integration of multitype renewable energy sources ¡a research on multi-timeframe robust scheduling/dispatch , 2016, 2016 IEEE Power and Energy Society General Meeting (PESGM).

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

[12]  Panida Jirutitijaroen,et al.  A Stochastic Optimization Formulation of Unit Commitment With Reliability Constraints , 2013, IEEE Transactions on Smart Grid.

[13]  Li Guo-sheng THE INFLUENCE AND COUNTERMEASURE OF GENERATING UNIT’S TYPE ON AGC OPERATION PERFORMANCE , 2005 .

[14]  Dimitris Al. Katsaprakakis,et al.  Seawater pumped storage systems and offshore wind parks in islands with low onshore wind potential. A fundamental case study , 2014 .

[15]  Volker Pickert,et al.  Stochastic control of smart home energy management with plug-in electric vehicle battery energy storage and photovoltaic array , 2016 .

[16]  Pandelis N. Biskas,et al.  Optimal operation of insular electricity grids under high RES penetration , 2016 .

[17]  S. Padrón,et al.  Analysis of a pumped storage system to increase the penetration level of renewable energy in isolated power systems. Gran Canaria: A case study , 2011 .

[18]  David G. Dorrell,et al.  A comparative study of equivalent circuit models of ultracapacitors for electric vehicles , 2015 .

[19]  Xiaolin Tang,et al.  Electrothermal dynamics-conscious lithium-ion battery cell-level charging management via state-monitored predictive control , 2017 .

[20]  Cheng Wang,et al.  Robust Risk-Constrained Unit Commitment With Large-Scale Wind Generation: An Adjustable Uncertainty Set Approach , 2015, IEEE Transactions on Power Systems.

[21]  S. A. Papathanassiou,et al.  Operating Policy and Optimal Sizing of a High Penetration RES-BESS System for Small Isolated Grids , 2011, IEEE Transactions on Energy Conversion.

[22]  Hongxing Ye,et al.  Robust Security-Constrained Unit Commitment and Dispatch With Recourse Cost Requirement , 2016, IEEE Transactions on Power Systems.

[23]  M. Shahidehpour,et al.  Security-Constrained Unit Commitment With Volatile Wind Power Generation , 2008, IEEE Transactions on Power Systems.

[24]  S. Stamataki,et al.  Introduction of a wind powered pumped storage system in the isolated insular power system of Karpathos-Kasos , 2012 .

[25]  Feng Liu,et al.  Robust Energy and Reserve Dispatch Under Variable Renewable Generation , 2015, IEEE Transactions on Smart Grid.