Real time optimal control of supercapacitor operation for frequency response

Supercapacitors are finding wider applications in modern power systems due to a controllable fast dynamic response. Use of power electronically interfaced supercapacitors for frequency support is a proven technique. In practical applications the heat generated from the Equivalent Series Resistance (ESR) can significantly reduce the life of supercapacitor. Hence thermal issues must be addressed for optimal operation. It is infeasible to use traditional optimization control methods to mitigate the impacts of frequent cycling due to the lack of active thermal management. This paper proposes a Front End Controller (FEC) using Generalized Predictive Control based on real time receding optimization. The constraints in the optimization are based on thermal management to enhance the efficiency of utilization life of the supercapacitors. A rigorous mathematical derivation is provided and supporting simulation results are obtained using Real Time Digital Simulator to demonstrate the effectiveness of the proposed technique.

[1]  Nassim Rizoug,et al.  Modeling and Characterizing Supercapacitors Using an Online Method , 2010, IEEE Transactions on Industrial Electronics.

[2]  M. Winter,et al.  What are batteries, fuel cells, and supercapacitors? , 2004, Chemical reviews.

[3]  Fernando D. Bianchi,et al.  Control of a Supercapacitor Energy Storage System for Microgrid Applications , 2013, IEEE Transactions on Energy Conversion.

[4]  Wei Sun,et al.  Optimization of Battery–Supercapacitor Hybrid Energy Storage Station in Wind/Solar Generation System , 2014, IEEE Transactions on Sustainable Energy.

[5]  G. Joos,et al.  Supercapacitor Energy Storage for Wind Energy Applications , 2007, IEEE Transactions on Industry Applications.

[6]  Alfred Rufer,et al.  A supercapacitor-based energy-storage substation for voltage-compensation in weak transportation networks , 2003, 2003 IEEE Bologna Power Tech Conference Proceedings,.

[7]  M. G. Molina,et al.  Distributed energy storage systems for applications in future smart grids , 2012, 2012 Sixth IEEE/PES Transmission and Distribution: Latin America Conference and Exposition (T&D-LA).

[8]  J.P. Barton,et al.  Energy storage and its use with intermittent renewable energy , 2004, IEEE Transactions on Energy Conversion.

[9]  Jae Woong Shim,et al.  Synergistic Control of SMES and Battery Energy Storage for Enabling Dispatchability of Renewable Energy Sources , 2013, IEEE Transactions on Applied Superconductivity.

[10]  M. Andrus,et al.  Application of distubance metrics for reducing impacts of energy storage charging in an MVDC based IPS , 2013, 2013 IEEE Electric Ship Technologies Symposium (ESTS).

[11]  R. Iravani,et al.  Microgrids management , 2008, IEEE Power and Energy Magazine.

[12]  Valentin A. Boicea,et al.  Energy Storage Technologies: The Past and the Present , 2014, Proceedings of the IEEE.

[13]  Liuxi Zhang,et al.  Three phase distribution state estimation utilizing common information model , 2015, 2015 IEEE Eindhoven PowerTech.

[14]  Caisheng Wang,et al.  A hybrid electric/hydro storage solution for standalone photovoltaic applications in remote areas , 2012, 2012 IEEE Power and Energy Society General Meeting.

[15]  Ismael Miranda,et al.  Assessment of the potential of Battery Energy Storage Systems in current European markets designs , 2015, 2015 12th International Conference on the European Energy Market (EEM).

[16]  David W. Clarke,et al.  Generalized predictive control - Part I. The basic algorithm , 1987, Autom..

[17]  Yong Fu,et al.  Dynamic Energy Management for the Smart Grid With Distributed Energy Resources , 2013, IEEE Transactions on Smart Grid.

[18]  Wei Qiao,et al.  Constant Power Control of DFIG Wind Turbines With Supercapacitor Energy Storage , 2011, IEEE Transactions on Industry Applications.

[19]  P. Barrade,et al.  A supercapacitor-based energy storage substation for voltage compensation in weak transportation networks , 2004, IEEE Transactions on Power Delivery.

[20]  Sebastian Fischer,et al.  Distributed Generation Induction And Permanent Magnet Generators , 2016 .

[21]  Scott D. Sudhoff,et al.  Reducing Impact of Pulsed Power Loads on Microgrid Power Systems , 2010, IEEE Transactions on Smart Grid.

[22]  Josep M. Guerrero,et al.  Modeling and Nonlinear Control of a Fuel Cell/Supercapacitor Hybrid Energy Storage System for Electric Vehicles , 2014, IEEE Transactions on Vehicular Technology.

[23]  Vassilios G. Agelidis,et al.  Single-Phase Grid-Connected LiFePO$_{\bf 4}$ Battery–Supercapacitor Hybrid Energy Storage System With Interleaved Boost Inverter , 2015, IEEE Transactions on Power Electronics.