Coordinated Control Strategies for SMES-Battery Hybrid Energy Storage Systems
Authors
Abstract
Power swings may cause power system instability; therefore, hybrid energy storage systems (HESSs) are necessary to smooth the output of wind farms. Superconducting magnetic energy storage (SMES) systems have a high power density, whereas battery energy storage systems (BESSs) provide a high energy density. The significant contribution of this paper is the proposal of hierarchical control strategies for an HESS composed of an SMES system and a BESS. Mathematical models and port-controlled Hamiltonian (PCH) models of the HESS are established. At the device level, a novel HESS control strategy based on the PCH models is proposed to improve its output performance. At the system level, a multilevel power allocation method based on empirical mode decomposition, Fuzzy control and advanced control is proposed to achieve an efficient grid connection for a wind farm; the grid connection considers the real-time and future state of charge of the SMES system and BESS. The effectiveness of the proposed strategies are verified through simulation studies.
Citation
- Journal: IEEE Access
- Year: 2017
- Volume: 5
- Issue:
- Pages: 23452–23465
- Publisher: Institute of Electrical and Electronics Engineers (IEEE)
- DOI: 10.1109/access.2017.2761889
BibTeX
@article{Lin_2017,
title={{Coordinated Control Strategies for SMES-Battery Hybrid Energy Storage Systems}},
volume={5},
ISSN={2169-3536},
DOI={10.1109/access.2017.2761889},
journal={IEEE Access},
publisher={Institute of Electrical and Electronics Engineers (IEEE)},
author={Lin, Xiaodong and Lei, Yong},
year={2017},
pages={23452--23465}
}
References
- Zhang, K. et al. Optimal control of state‐of‐charge of superconducting magnetic energy storage for wind power system. IET Renewable Power Gen 8, 58–66 (2014) – 10.1049/iet-rpg.2013.0003
- Jae Woong Shim, Youngho Cho, Seog-Joo Kim, Sang Won Min & Kyeon Hur. Synergistic Control of SMES and Battery Energy Storage for Enabling Dispatchability of Renewable Energy Sources. IEEE Trans. Appl. Supercond. 23, 5701205–5701205 (2013) – 10.1109/tasc.2013.2241385
- li, Strategy of energy-shaping control for microgrid energy storage system in islanding operation mode. Electr Power Autom Equip (2014)
- Song, H., Zhang, Q., Qu, Y. & Wang, X. An energy-based LVRT control strategy for doubly-fed wind generator. 2016 UKACC 11th International Conference on Control (CONTROL) 1–6 (2016) doi:10.1109/control.2016.7737526 – 10.1109/control.2016.7737526
- Qu, Y. B. & Song, H. H. Energy-based coordinated control of wind energy conversion system with DFIG. International Journal of Control 84, 2035–2045 (2011) – 10.1080/00207179.2011.631588
- Song, H. H. & Qu, Y. B. Energy-based modelling and control of wind energy conversion system with DFIG. International Journal of Control 84, 281–292 (2011) – 10.1080/00207179.2010.550064
- bai, Application of battery-supercapacitor energy storage system for smoothing wind power output: An optimal coordinated control strategy. Proc Power Energy Soc Gen Meet (PESGM) (2016)
- shao, Coordinated operation strategy of storage battery SOC and smoothing wind power fluctuation. Electr Power Construct (2017)
- Li, W. & Joos, G. A power electronic interface for a battery supercapacitor hybrid energy storage system for wind applications. 2008 IEEE Power Electronics Specialists Conference 1762–1768 (2008) doi:10.1109/pesc.2008.4592198 – 10.1109/pesc.2008.4592198
- Paatero, J. V. & Lund, P. D. Effect of energy storage on variations in wind power. Wind Energ. 8, 421–441 (2005) – 10.1002/we.151
- Kelly, R. & Santibanez, V. Global regulation of elastic joint robots based on energy shaping. IEEE Trans. Automat. Contr. 43, 1451–1456 (1998) – 10.1109/9.720506
- Ortega, R., van der Schaft, A., Castanos, F. & Astolfi, A. Control by Interconnection and Standard Passivity-Based Control of Port-Hamiltonian Systems. IEEE Trans. Automat. Contr. 53, 2527–2542 (2008) – 10.1109/tac.2008.2006930
- Serra, F. M., De Angelo, C. H. & Forchetti, D. G. Interconnection and damping assignment control of a three-phase front end converter. International Journal of Electrical Power & Energy Systems 60, 317–324 (2014) – 10.1016/j.ijepes.2014.03.033
- Hu, X., Moura, S. J., Murgovski, N., Egardt, B. & Cao, D. Integrated Optimization of Battery Sizing, Charging, and Power Management in Plug-In Hybrid Electric Vehicles. IEEE Trans. Contr. Syst. Technol. 24, 1036–1043 (2016) – 10.1109/tcst.2015.2476799
- Jin, J. X. et al. HTS Power Devices and Systems: Principles, Characteristics, Performance, and Efficiency. IEEE Trans. Appl. Supercond. 26, 1–26 (2016) – 10.1109/tasc.2016.2602346
- Allag, A. et al. Tracking control via adaptive backstepping approach for a three phase PWM AC-DC converter. 2007 IEEE International Symposium on Industrial Electronics 371–376 (2007) doi:10.1109/isie.2007.4374626 – 10.1109/isie.2007.4374626
- Wan, Y. & Zhao, J. Extended Backstepping Method for Single-Machine Infinite-Bus Power Systems With SMES. IEEE Trans. Contr. Syst. Technol. 21, 915–923 (2013) – 10.1109/tcst.2012.2190291
- Nguyen, T.-T., Yoo, H.-J. & Kim, H.-M. Applying Model Predictive Control to SMES System in Microgrids for Eddy Current Losses Reduction. IEEE Trans. Appl. Supercond. 26, 1–5 (2016) – 10.1109/tasc.2016.2524511
- Putting energy back in control. IEEE Control Syst. 21, 18–33 (2001) – 10.1109/37.915398
- Wang, J. & Yin, H. Passivity Based Controller Design Based on EL and PCHD Model. Procedia Engineering 15, 33–37 (2011) – 10.1016/j.proeng.2011.08.008
- Jeltsema, D., Ortega, R. & M.A. Scherpen, J. An energy-balancing perspective of interconnection and damping assignment control of nonlinear systems. Automatica 40, 1643–1646 (2004) – 10.1016/j.automatica.2004.04.007
- Ortega, R. & García-Canseco, E. Interconnection and Damping Assignment Passivity-Based Control: A Survey. European Journal of Control 10, 432–450 (2004) – 10.3166/ejc.10.432-450
- (2017)
- Vazquez, S., Lukic, S. M., Galvan, E., Franquelo, L. G. & Carrasco, J. M. Energy Storage Systems for Transport and Grid Applications. IEEE Trans. Ind. Electron. 57, 3881–3895 (2010) – 10.1109/tie.2010.2076414
- Deng, J., Shi, J., Liu, Y. & Tang, Y. Application of a hybrid energy storage system in the fast charging station of electric vehicles. IET Generation Trans & Dist 10, 1092–1097 (2016) – 10.1049/iet-gtd.2015.0110
- Kim, T., Moon, H., Kwon, D. & Moon, S. A smoothing method for wind power fluctuation using hybrid energy storage. 2015 IEEE Power and Energy Conference at Illinois (PECI) 1–6 (2015) doi:10.1109/peci.2015.7064933 – 10.1109/peci.2015.7064933
- Liu, J., Zhang, H. & Zhang, Y. Coordinated Control Strategy of Scalable Superconducting Magnetic Energy Storage. IEEE Trans. Smart Grid 9, 1778–1786 (2018) – 10.1109/tsg.2016.2599699
- Chen, Z., Xiao, X. Y., Li, C. S., Zhang, Y. & Zheng, Z. X. Study on Unit Commitment Problem Considering Large-Scale Superconducting Magnetic Energy Storage Systems. IEEE Trans. Appl. Supercond. 26, 1–6 (2016) – 10.1109/tasc.2016.2598353
- moore, Energy storage, big opportunities on a smaller scale. EPRI J (2006)
- Dechanupaprittha, S. et al. Design and Analysis of Robust SMES Controller for Stability Enhancement of Interconnected Power System Taking Coil Size Into Consideration. IEEE Trans. Appl. Supercond. 19, 2019–2022 (2009) – 10.1109/tasc.2009.2018492
- Liu, J. et al. A coordinated control strategy of SMES based on common DC bus. IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society 5430–5435 (2014) doi:10.1109/iecon.2014.7049330 – 10.1109/iecon.2014.7049330
- Ou, C. & Lin, W. Comparison between PSO and GA for Parameters Optimization of PID Controller. 2006 International Conference on Mechatronics and Automation 2471–2475 (2006) doi:10.1109/icma.2006.257739 – 10.1109/icma.2006.257739
- Liutanakul, P., Pierfederici, S. & Meibody-Tabar, F. Nonlinear control techniques of a controllable rectifier/inverter-motor drive system with a small dc-link capacitor. Energy Conversion and Management 49, 3541–3549 (2008) – 10.1016/j.enconman.2008.08.012
- Shtessel, Y., Baev, S. & Biglari, H. Unity Power Factor Control in Three-Phase AC/DC Boost Converter Using Sliding Modes. IEEE Trans. Ind. Electron. 55, 3874–3882 (2008) – 10.1109/tie.2008.2003203
- Wang, J. et al. Cycle-life model for graphite-LiFePO4 cells. Journal of Power Sources 196, 3942–3948 (2011) – 10.1016/j.jpowsour.2010.11.134
- Wang, Z., Hong, J., Liu, P. & Zhang, L. Voltage fault diagnosis and prognosis of battery systems based on entropy and Z -score for electric vehicles. Applied Energy 196, 289–302 (2017) – 10.1016/j.apenergy.2016.12.143
- Zhang, L., Wang, Z., Hu, X., Sun, F. & Dorrell, D. G. A comparative study of equivalent circuit models of ultracapacitors for electric vehicles. Journal of Power Sources 274, 899–906 (2015) – 10.1016/j.jpowsour.2014.10.170
- Thounthong, P., Rael, S. & Davat, B. Control Strategy of Fuel Cell and Supercapacitors Association for a Distributed Generation System. IEEE Trans. Ind. Electron. 54, 3225–3233 (2007) – 10.1109/tie.2007.896477
- Zhang, L., Hu, X., Wang, Z., Sun, F. & Dorrell, D. G. Fractional-order modeling and State-of-Charge estimation for ultracapacitors. Journal of Power Sources 314, 28–34 (2016) – 10.1016/j.jpowsour.2016.01.066
- Zhang, L., Hu, X., Wang, Z., Sun, F. & Dorrell, D. G. A review of supercapacitor modeling, estimation, and applications: A control/management perspective. Renewable and Sustainable Energy Reviews 81, 1868–1878 (2018) – 10.1016/j.rser.2017.05.283
- Ngamroo, I. Optimization of SMES-FCL for Augmenting FRT Performance and Smoothing Output Power of Grid-Connected DFIG Wind Turbine. IEEE Trans. Appl. Supercond. 26, 1–5 (2016) – 10.1109/tasc.2016.2592945
- Sidhu, N., Patnaik, L. & Williamson, S. S. Power electronic converters for ultracapacitor cell balancing and power management: A comprehensive review. IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society 4441–4446 (2016) doi:10.1109/iecon.2016.7793914 – 10.1109/iecon.2016.7793914
- Ming Pang, Yikai Shi, Wang, W. & Xiaoqing Yuan. A method for optimal sizing hybrid energy storage system for smoothing Fluctuations of Wind Power. 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC) 2390–2393 (2016) doi:10.1109/appeec.2016.7779913 – 10.1109/appeec.2016.7779913
- Chenghong, T., Jinsong, W., Zhihong, Y. & Peng, J. Coordinated optimization control strategy for hybrid energy storage system based on real-time online analysis of power spectrum. 2016 2nd International Conference on Control Science and Systems Engineering (ICCSSE) 102–105 (2016) doi:10.1109/ccsse.2016.7784362 – 10.1109/ccsse.2016.7784362
- Zhang, Z. G., Zhang, V. W., Chan, S. C., McPherson, B. & Hu, Y. Time–frequency analysis of click-evoked otoacoustic emissions by means of a minimum variance spectral estimation-based method. Hearing Research 243, 18–27 (2008) – 10.1016/j.heares.2008.07.002
- han, Application of hybrid energy storage technology based on wavelet packet decomposition in smoothing the fluctuations of wind power. Proc CSEE (2013)
- yang, Control method of smoothing wind power output using battery energy storage system based on empirical mode decomposition. Proc 34th Chin Control Conf (CCC) (2015)
- Li, M. T., Choi, S. S., Tseng, K. J., Yuan, Y. & Sun, C. C. Design of energy storage scheme for the smoothing and dispatch planning of large-scale wind power generation. 2015 5th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies (DRPT) 2113–2119 (2015) doi:10.1109/drpt.2015.7432596 – 10.1109/drpt.2015.7432596
- Gee, A. M., Robinson, F. V. P. & Dunn, R. W. Analysis of Battery Lifetime Extension in a Small-Scale Wind-Energy System Using Supercapacitors. IEEE Trans. Energy Convers. 28, 24–33 (2013) – 10.1109/tec.2012.2228195
- Lin, F., Chiang, H., Chang, J. & Chang, Y. Intelligent wind power smoothing control with BESS. IET Renewable Power Gen 11, 398–407 (2017) – 10.1049/iet-rpg.2015.0427