Energy Engineering and Management

Energy Engineering and Management

The Impact of Vanadium-Redox Batteries on the Reliability of Power Systems Integrated with Current-Type Tidal-Turbines

Document Type : Original Article

Authors
Amir Ghaedi 1
Reza Sedaghati 2
Mehrdad Mahmoudian 3
1 Department of Electrical Engineering, Dariun Branch, Islamic Azad University, Dariun, Iran
2 Department of Electrical Engineering, Beyza Branch, Islamic Azad University, Beyza, Iran
3 Department of Electrical and Electronic Engineering, Shiraz University of Technology, Shiraz, Iran
10.22052/jeem.2023.113677
Abstract
To reduce the uncertainty nature of tidal stream turbines connected to the bulk power system, energy storage systems with high capacity should be used. Among different energy storage systems, vanadium redox flow batteries with large capacity can be used in power systems. In this paper, an economic analysis is performed, and the impact of vanadium redox batteries on the power system containing tidal turbines considering reliability effect is evaluated. For this purpose, a multi-state reliability model is developed for tidal-stream turbines connected to battery units. The multi-state reliability model is used to study the adequacy of the power systems containing tidal turbines in conjunction with vanadium redox batteries. In the proposed reliability model, the failure rate of the composed components and variation in the generated power arisen from variation in tidal current speed are taken into account. Fuzzy c-means clustering technique and Xie-Beni index are utilized to determine an optimal number of clusters and probability of them in the reliability model of the system including tidal stream turbines and vanadium redox batteries. Numerical results of Roy-Billinton and IEEE reliability test systems are evaluated to study the effect of tidal stream turbines and vanadium redox batteries on the reliability of power systems and verify the effectiveness of the proposed model.
Keywords
reliability
tidal-stream-turbines
Vanadium-redox battery
fuzzy c-means clustering
XB-index
  • [1] Shadman, M., Silva, C., Faller, D., Wu, Z., de Freitas Assad, L.P., Landau, L., Levi, C., Estefen, S.F. "Ocean Renewable Energy Potential, Technology, and Deployments: A Case Study of Brazil", Energies, Vol. 12, No. 19, pp. 3658, 2019. doi:10.3390/en12193658
  • [2] Aly, H.H., El-Hawary, M.E. "The current status of wind and tidal in-stream electric energy resources," American Journal of Electrical Power and Energy Systems, Vol. 2, No. 2, pp. 23-40, 2013.
  • [3] Ben Elghali, S.B., Benbouzid, M.E.H., Charpentier, J.F. "Marine tidal current electric power generation technology: State of the art and current status", In 2007 IEEE International Electric Machines & Drives Conference, 2007. doi:1109/IEMDC.2007.383635
  • [4] Testa, A., De Caro, S., and Scimone, T. "Analysis of a VRB energy storage system for a tidal turbine generator", 2009 13th European Conference on Power Electronics and Applications, IEEE, 2009.
  • [5] Salehi, J., Esmaeilour, S., Samadi Gazijahani, F., Safari, A. "Risk Based Battery Energy Storage and Wind Turbine Allocation in Distribution Networks Using Fuzzy Modeling", Journal of Energy Management and Technology, Vol. 2, No. 2, pp. 53-65, 2018. doi:22109/jemt.2018.104786.1046
  • [6] Nazari-Heris, M., Madadi, S., Abapour, S., Mohammadi-Ivatloo, B. "Optimal stochastic scheduling of virtual power plant considering NaS battery storage and combined heat and power units", Journal of Energy Management and Technology, Vol. 2, No. 3, pp. 1-7, 2018. doi:22109/jemt.2018.133447.1095
  • [7] Talebi, P., Hejri, M. "Distributed Control of a Grid-connected PV-battery System for Constant Power Generation", Journal of Energy Management and Technology. Vol. 3, No. 3, pp. 14-29, 2019. doi:22109/jemt.2019.164589.1145
  • [8] Sheikhhoseini, M., Rashidinejad, M., Abdollahi, A., Ameri, M. "The Economic Importance in Developing of the Electrical Storage Systems: A case study of Iran, Kerman", Journal of Energy Management and Technology, Vol. 3, No. 4, pp. 75-82, 2019. doi:22109/jemt.2019.176843.1169
  • [9] Ezzati, S.M., Mohammadnezhad Shourkaei, H., Faghihi, F., Soleymani, S. "Emission based economic dispatch in the context of energy hub concept considering tidal power plants", Journal of Energy Management and Technology, Vol. 4, No. 3, pp. 15-22, 2020. doi:10.22109/jemt.2020.204349.1202
  • [10] Jannesar, M.R., Sedighi, A.R., Savaghebi, M., Anvari-Moghaddam, A., Guerrero, J.M. "Optimal multi-objective integration of photovoltaic, wind turbine, and battery energy storage in distribution networks", Journal of Energy Management and Technology, Vol. 4, No. 4, pp. 76-83, 2020. doi:22109/jemt.2020.217725.1227
  • [11] Tsai, J.S., Chen, F., "The conceptual design of a tidal power plant in Taiwan", Journal of Marine Science and Engineering, Vol. 2, No. 2, pp. 506-533, 2014. doi:10.3390/jmse2020506
  • [12] Khalid, F., Thies, P.R., Johanning, L. "Reliability assessment of tidal stream energy: significance for large-scale deployment in the UK", Proceedings of Renew 2016, 2nd International Conference on Renewable Energies Offshore,
  • [13] Delorm, T.M., Zappala, D., Tavner, P.J. "Tidal stream device reliability comparison models", Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Vol. 226, No. 1, pp. 6-17, 2012. doi:1177/1748006X11422620
  • [14] Mirzadeh, M., Simab, M., Ghaedi, A. "Reliability evaluation of power systems containing tidal power plant", Journal of Energy Management and Technology, Vol. 4, No. 2, pp. 28-38, 2020. doi:22109/jemt.2020.176501.1167
  • [15] Liu, M., Li, W., Wang, C., Billinton, R.,Yu, J. "Reliability evaluation of a tidal power generation system considering tidal current speeds", IEEE Transactions on Power Systems, Vol. 31, No. 4, pp. 3179-3188, 2016. doi:1109/TPWRS.2015.2473797
  • [16] Hwang, S.J., Jo, C.H., "Tidal Current Energy Resource Distribution in Korea", Energies, Vol. 12, No. 22, pp. 4380, 2019. doi:10.3390/en12224380
  • [17] Mirzadeh, M., Simab, M., Ghaedi, A. "Adequacy studies of power systems with barrage-type tidal power plants", IET Renewable Power Generation, Vol. 13, No. 14, pp. 2612-2622, 2019. doi:10.1049/iet-rpg.2018.5325
  • [18] Shi, N., Luo, Y. "Energy storage system sizing based on a reliability assessment of power systems integrated with wind power", Sustainability, Vol. 9, No. 3, pp. 395, 2017. doi:10.3390/su9030395
  • [19] Hussein, I., AlMuhaini, M. "Reliability assessment of integrated wind-storage systems using Monte Carlo simulation", In 2016 13th International Multi-Conference on Systems, Signals & Devices (SSD), IEEE, pp. 70-713, 2016. doi:1109/SSD.2016.7473689
  • [20] Hu, P., Karki, R., Billinton, R. "Reliability evaluation of generating systems containing wind power and energy storage", IET generation, transmission & distribution, Vol. 3, No. 8, pp. 783-791, 2009. doi:1049/iet-gtd.2008.0639
  • [21] Cheng, L., Wan, Y., Zhou, Y., Gao, D.W. "Operational reliability modeling and assessment of battery energy storage based on Lithium-ion battery lifetime degradation", Journal of Modern Power Systems and Clean Energy, Vol. 10, No. 6, pp. 1738-1749, 2022. doi:35833/MPCE.2021.000197
  • [22] Teixeira, T.P., Borges, C.L.T. "Operation strategies for coordinating battery energy storage with wind power generation and their effects on system reliability", Journal of Modern Power Systems and Clean Energy, Vol. 9, No. 1, pp. 190-198, 2021. doi:35833/MPCE.2019.000492
  • [23] Wang, H., Shao, Y., and Zhou, L. "Reliability Analysis of Battery Energy Storage Systems: An Overview", 2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), pp. 2036-2040, 2022. doi:1109/ICPSAsia55496.2022.9949910
  • [24] Wu, X., Conejo, A.J., Mathew, S. "Optimal siting of batteries in distribution systems to enhance reliability", IEEE Transactions on Power Delivery, Vol. 36, No. 5, pp. 3118-3127, 2021. doi:1109/TPWRD.2020.3034095
  • [25] Onaolapo, A.K., Caranen, R.P., Dorrell, D.G., Ogo, E.E., "Reliability evaluation and financial viability of an electricity power micro-grid system with the incorporation of renewable energy sources and energy storage: case study of KwaZulu-Natal, South Africa", IEEE Access, Vol. 9, pp. 159908-159924, 2021. doi:1109/ACCESS.2021.3129980
  • [26] Majdi Nasab, N., Kilby, J., Bakhtiaryfard, L. "The Potential for Integration of Wind and Tidal Power in New Zealand", Sustainability, Vol. 12, No. 5, pp. 1807-1817, 2020. doi:10.3390/su12051807
  • [27] Montllonch Araquistain, T. "TIDAL POWER: Economic and Technological Assessment," Tsingh University, Master Thesis, 2010.
  • [28] Billinton, R., and Allan, R.N. "Reliability Evaluation of Power Systems", 2nd edition, New York, NY, USA and London, U.K.: Plenum, 1994.
  • [29] Siddique, M., Bakr, A., Arif, R.B., Khan, M.M.R., Ashrafi, Z. "Implementation of Fuzzy C-Means and Possibilistic C-Means Clustering Algorithms", Cluster Tendency Analysis and Cluster Validation. arXiv preprint arXiv:1809.08417, 2019. doi:10.48550/arXiv.1809.0841
  • [30] Muranishi, M., Honda, K., Notsu, A. "Xie-Beni-type fuzzy cluster validation in fuzzy co-clustering of documents and keywords", In Soft Computing in Artificial Intelligence, Springer, pp. 29-38, 2014. doi:1007/978-3-319-05515-2_4
  • [31] Lourenssen, K., Williams, J., Ahmadpour, F., Clemmer, R., Tasnim, S. "Vanadium redox flow batteries: A comprehensive review", Journal of Energy Storage, Vol. 25, pp. 100844, 2019. doi:10.1016/j.est.2019.100844
  • [32] http://www.marineturbines.com/SeaGenProducts/SeaGen-S.
  • [33] https://tidesandcurrents.noaa.gov.
  • [34] Billinton, R., Kumar, S., Chowdhury, N, Chu, K., Debnath, K., Goel, L., Khan, E., Kos, P., Nourbakh, G. "A Reliability Test System for Educational Purposes-Basic Data", IEEE Power Engineering Review, Vol. 9, No. 8, pp. 67-68, 1989. doi:1109/MPER.1989.4310918
  • [35] Mongird, Kendall, Fotedar, V., Visvanathan, V., Koritarov, V., Bladucci, V., Alam, J., Hadjerioua, B. "Energy storage technology and cost characterization report", No. PNNL-28866, Pacific Northwest National Lab. (PNNL), Richland, WA (United States), 2019.
  • [36] Reliability Test System Task Force of the Application of Probability Methods subcommittee, "The IEEE reliability test system", IEEE Transactions on Power System, Vol. PAS-98, No. 6, pp. 2047–2054, 1979. doi:1109/TPAS.1979.319398
Energy Engineering and Management
Volume 12, Issue 4
Winter 2023
Pages 2-17