Open Access Open Access  Restricted Access Subscription or Fee Access

Dynamic Optimal Power Flow for Microgrids Considering Efficiency and Lifetime of Battery Using MINLP


(*) Corresponding author


Authors' affiliations


DOI: https://doi.org/10.15866/iree.v18i1.22466

Abstract


This paper proposes an approach to operate optimally microgrids considering battery efficiency and lifetime. The microgrid system consists of several generators such as diesel generators, microturbines, photovoltaics, wind turbines, and battery. It is assumed that the battery belongs to an ancillary service provider. Therefore, a different price for battery charge and discharge transactions is applied. In addition, battery efficiency and lifetime are also incorporated into the operation problem. The problem is formulated as Dynamic Direct Current Optimal Power Flow (DDCOPF). The objective function is to minimize generation cost and line losses, as well as to maximize battery lifetime. However, unlike other standard DDCOPF, network losses modeled as the quadratic equation are included in the problem formulation. As formulated problem comprises discrete and continuous variables, Mixed Integer Non-Linear Programming (MINLP) is used to solve it. In order to show the effectiveness of the proposed approach, a modified IEEE 30 bus is used as a test system.
Copyright © 2023 Praise Worthy Prize - All rights reserved.

Keywords


Battery Lifetime; Battery Efficiency; DC Power Losses; Dynamic Optimal Power Flow; Mixed Integer Non-Linear Prog; Renewable Energy

Full Text:

PDF


References


R. Sioshansi et al., Energy-Storage Modeling: State-of-the-Art and Future Research Directions, in IEEE Transactions on Power Systems, vol. 37, no. 2, pp. 860-875, March 2022.
https://doi.org/10.1109/TPWRS.2021.3104768

Jirasuwankul, N., Klongboonjit, S., Manop, C., Effects of Demand Fluctuation and Mitigation Strategy in Low Voltage EV Charging Station by Battery Energy Storage System, (2021) International Review of Electrical Engineering (IREE), 16 (5), pp. 409-417.
https://doi.org/10.15866/iree.v16i5.18865

R. S. Wibowo, Y. B. Nugraha, D. A. Asfani, O. Penangsang and N. K. Aryani, Security constrained dynamic optimal power flow with multiple energy storage, TENCON 2017 - 2017 IEEE Region 10 Conference, Penang, 2017, pp. 1885-1889.
https://doi.org/10.1109/TENCON.2017.8228166

J. Choi, I. Choi, G. Ahn and D. Won, Advanced Power Sharing Method to Improve the Energy Efficiency of Multiple Battery Energy Storages System, in IEEE Transactions on Smart Grid, vol. 9, no. 2, pp. 1292-1300, March 2018.
https://doi.org/10.1109/TSG.2016.2582842

O. Mégel, T. Liu, D. J. Hill and G. Andersson, Distributed Secondary Frequency Control Algorithm Considering Storage Efficiency, in IEEE Transactions on Smart Grid, vol. 9, no. 6, pp. 6214-6228, Nov. 2018.
https://doi.org/10.1109/TSG.2017.2706979

P. Zou, Q. Chen, Q. Xia, G. He and C. Kang, Evaluating the Contribution of Energy Storages to Support Large-Scale Renewable Generation in Joint Energy and Ancillary Service Markets, in IEEE Transactions on Sustainable Energy, vol. 7, no. 2, pp. 808-818, April 2016.
https://doi.org/10.1109/TSTE.2015.2497283

J. Arteaga and H. Zareipour, "A Price-Maker/Price-Taker Model for the Operation of Battery Storage Systems in Electricity Markets in IEEE Transactions on Smart Grid, vol. 10, no. 6, pp. 6912-6920, Nov. 2019.
https://doi.org/10.1109/TSG.2019.2913818

Julianto, P., Soeprijanto, A., Mardlijah, M., Dynamic Economic Dispatch with Integration of Compressed Air Energy Storage Considering Large Penetration of Photovoltaic Generation Systems, (2021) International Review on Modelling and Simulations (IREMOS), 14 (5), pp. 388-398.
https://doi.org/10.15866/iremos.v14i5.21320

R. S. Wibowo, F. Y. Purnomo, N. K. Aryani and O. Penangsang, Dynamic OPF considering different charging and discharging cost of energy storage using mixed-integer quadratic programming, 2017 International Seminar on Intelligent Technology and Its Applications (ISITIA), 2017, pp. 58-63.
https://doi.org/10.1109/ISITIA.2017.8124055

E. Rovianto, R. S. Wibowo, V. Lystianingrum, and R. Delfianti, Dynamic DC Optimal Power Flow Considering Losses And Different Battery Charge-Discharge Cost, in 2020 International Seminar on Intelligent Technology and Its Applications (ISITIA), 2020, pp. 32-37.
https://doi.org/10.1109/ISITIA49792.2020.9163782

Panaput, T., Srithapon, C., Chatthaworn, R., Operation Scheduling of Household Appliances Integrating Solar Photovoltaic and Battery Energy Storage Systems, (2022) International Review of Electrical Engineering (IREE), 17 (3), pp. 263-272.
https://doi.org/10.15866/iree.v17i3.21587

Jamaica-Obregón, J., Moreno-Chuquen, R., Flórez-Cediel, O., Optimal Operation of Grid-Connected Microgrids with Photovoltaic Generation and Storage, (2021) International Review of Electrical Engineering (IREE), 16 (1), pp. 50-59.
https://doi.org/10.15866/iree.v16i1.18561

B. Gu et al., Optimal Charge/Discharge Scheduling for Batteries in Energy Router-Based Microgrids of Prosumers via Peer-to-Peer Trading, in IEEE Transactions on Sustainable Energy, vol. 13, no. 3, pp. 1315-1328, July 2022.
https://doi.org/10.1109/TSTE.2022.3154145

Xianshan Li, Mingfang Lu, Fei Li, Wei Xiong, Zhenxing Li, Prosumer energy-storage trading feasibility evaluation and price bundling, Energy, Volume 239, Part B, 2022, 122163, ISSN 0360-5442.
https://doi.org/10.1016/j.energy.2021.122163

S. Yang et al., A Prosumer-Based Energy Sharing Mechanism of Active Distribution Network Considering Household Energy Storage, in IEEE Access, vol. 10, pp. 113839-113849, 2022.
https://doi.org/10.1109/ACCESS.2022.3217540

Y. O. Shaker, D. Yousri, A. Osama, A. Al-Gindy, E. Tag-Eldin and D. Allam, Optimal Charging/Discharging Decision of Energy Storage Community in Grid-Connected Microgrid Using Multi-Objective Hunger Game Search Optimizer, in IEEE Access, vol. 9, pp. 120774-120794, 2021.
https://doi.org/10.1109/ACCESS.2021.3101839

Y. Zhang, J. Wang, A. Berizzi and X. Cao, Life cycle planning of battery energy storage system in off-grid wind-solar-diesel microgrid, in IET Generation, Transmission & Distribution, vol. 12, no. 20, pp. 4451-4461, 13 11 2018.
https://doi.org/10.1049/iet-gtd.2018.5521

G. He, Q. Chen, C. Kang, P. Pinson and Q. Xia, Optimal Bidding Strategy of Battery Storage in Power Markets Considering Performance-Based Regulation and Battery Cycle Life, in IEEE Transactions on Smart Grid, vol. 7, no. 5, pp. 2359-2367, Sept. 2016.
https://doi.org/10.1109/TSG.2015.2424314

Y. Zhang, Y. Xu, H. Yang, Z. Y. Dong and R. Zhang, Optimal Whole-Life-Cycle Planning of Battery Energy Storage for Multi-Functional Services in Power Systems, in IEEE Transactions on Sustainable Energy, vol. 11, no. 4, pp. 2077-2086, Oct. 2020.
https://doi.org/10.1109/TSTE.2019.2942066

X. Tan, Y. Wu and D. H. K. Tsang, A Stochastic Shortest Path Framework for Quantifying the Value and Lifetime of Battery Energy Storage Under Dynamic Pricing, in IEEE Transactions on Smart Grid, vol. 8, no. 2, pp. 769-778, March 2017.
https://doi.org/10.1109/TSG.2015.2478599

Y. Qin, H. Hua and J. Cao, Stochastic Optimal Control Scheme for Battery Lifetime Extension in Islanded Microgrid via a Novel Modeling Approach, in IEEE Transactions on Smart Grid, vol. 10, no. 4, pp. 4467-4475, July 2019.
https://doi.org/10.1109/TSG.2018.2861221

Ye Liu, Xiaogang Wu, Jiuyu Du, Ziyau Song, Guoliang Wu, Optimal Sizing of a wind-energy storage system considering battery life, Renewable Energy, Vol.147, 2020, pp. 2470-2483.
https://doi.org/10.1016/j.renene.2019.09.123

L. Zhang et al., Improved Cycle Aging Cost Model for Battery Energy Storage Systems Considering More Accurate Battery Life Degradation, in IEEE Access, vol. 10, pp. 297-307, 2022.
https://doi.org/10.1109/ACCESS.2021.3139075

Kassir, S., Doumiati, M., Machmoum, M., Francis, C., El Rafei, M., Energy Management System Based on Cost Optimization of Battery Aging and Hydrogen Consumption in a Microgrid, (2022) International Review of Electrical Engineering (IREE), 17 (4), pp. 346-359.
https://doi.org/10.15866/iree.v17i4.21983

Z. Liu, X. Wang and F. Zhang, Full Life-Cycle Optimal Battery Scheduling for Maximal Lifetime Value Considering Degradation, in IEEE Transactions on Energy Conversion, vol. 37, no. 2, pp. 1379-1393, June 2022.
https://doi.org/10.1109/TEC.2021.3131232

H. Zhong, Q. Xia, Y. Wang, and C. Kang, Dynamic Economic Dispatch Considering Transmission Losses Using Quadratically Constrained Quadratic Program Method, IEEE Trans. Power Syst., vol. 28, no. 3, pp. 2232-2241, 2013.
https://doi.org/10.1109/TPWRS.2013.2254503

J. Currie, "OPTI Toolbox Documentation, Inverse Problem Ltd, 2016. [Online-Accessed: 02-Sep-2019]. Available:
https://www.inverseproblem.co.nz/OPTI/index.php/Probs/MIQP


Refbacks

  • There are currently no refbacks.


Please send any question about this web site to info@praiseworthyprize.com
Copyright © 2005-2024 Praise Worthy Prize