IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v8y2015i8p8798-8813d54462.html
   My bibliography  Save this article

Application of Model Predictive Control to BESS for Microgrid Control

Author

Listed:
  • Thai-Thanh Nguyen

    (Department of Electrical Engineering, Incheon National University, 12-1 Songdo-dong, Yeonsu-gu, Incheon 406-840, Korea)

  • Hyeong-Jun Yoo

    (Department of Electrical Engineering, Incheon National University, 12-1 Songdo-dong, Yeonsu-gu, Incheon 406-840, Korea)

  • Hak-Man Kim

    (Department of Electrical Engineering, Incheon National University, 12-1 Songdo-dong, Yeonsu-gu, Incheon 406-840, Korea)

Abstract

Battery energy storage systems (BESSs) have been widely used for microgrid control. Generally, BESS control systems are based on proportional-integral (PI) control techniques with the outer and inner control loops based on PI regulators. Recently, model predictive control (MPC) has attracted attention for application to future energy processing and control systems because it can easily deal with multivariable cases, system constraints, and nonlinearities. This study considers the application of MPC-based BESSs to microgrid control. Two types of MPC are presented in this study: MPC based on predictive power control (PPC) and MPC based on PI control in the outer and predictive current control (PCC) in the inner control loops. In particular, the effective application of MPC for microgrids with multiple BESSs should be considered because of the differences in their control performance. In this study, microgrids with two BESSs based on two MPC techniques are considered as an example. The control performance of the MPC used for the control microgrid is compared to that of the PI control. The proposed control strategy is investigated through simulations using MATLAB/Simulink software. The simulation results show that the response time, power and voltage ripples, and frequency spectrum could be improved significantly by using MPC.

Suggested Citation

  • Thai-Thanh Nguyen & Hyeong-Jun Yoo & Hak-Man Kim, 2015. "Application of Model Predictive Control to BESS for Microgrid Control," Energies, MDPI, vol. 8(8), pages 1-16, August.
    • Handle: RePEc:gam:jeners:v:8:y:2015:i:8:p:8798-8813:d:54462
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/8/8/8798/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/8/8/8798/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Thai-Thanh Nguyen & Hyeong-Jun Yoo & Hak-Man Kim, 2015. "A Flywheel Energy Storage System Based on a Doubly Fed Induction Machine and Battery for Microgrid Control," Energies, MDPI, vol. 8(6), pages 1-16, June.
    2. Hak-Man Kim & Yujin Lim & Tetsuo Kinoshita, 2012. "An Intelligent Multiagent System for Autonomous Microgrid Operation," Energies, MDPI, vol. 5(9), pages 1-16, September.
    3. Kim, Jaehoon & Kim, Sangsin, 2015. "2012년 국회법 개정의 효과 연구 [A Study on the Effect of the 2012 National Assembly Act Amendment]," KDI Research Monographs, Korea Development Institute (KDI), volume 127, number v:2015-03(k):y:2015:p:1-1.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liuming Jing & Dae-Hee Son & Sang-Hee Kang & Soon-Ryul Nam, 2016. "A Novel Protection Method for Single Line-to-Ground Faults in Ungrounded Low-Inertia Microgrids," Energies, MDPI, vol. 9(6), pages 1-16, June.
    2. Daniele Mestriner & Alessandro Rosini & Iris Xhani & Andrea Bonfiglio & Renato Procopio, 2022. "Primary Voltage and Frequency Regulation in Inverter Based Islanded Microgrids through a Model Predictive Control Approach," Energies, MDPI, vol. 15(14), pages 1-19, July.
    3. Timur Yunusov & Maximilian J. Zangs & William Holderbaum, 2017. "Control of Energy Storage," Energies, MDPI, vol. 10(7), pages 1-5, July.
    4. Thijs Van der Klauw & Johann L. Hurink & Gerard J. M. Smit, 2016. "Scheduling of Electricity Storage for Peak Shaving with Minimal Device Wear," Energies, MDPI, vol. 9(6), pages 1-19, June.
    5. Thai-Thanh Nguyen & Hyeong-Jun Yoo & Hak-Man Kim & Huy Nguyen-Duc, 2018. "Direct Phase Angle and Voltage Amplitude Model Predictive Control of a Power Converter for Microgrid Applications," Energies, MDPI, vol. 11(9), pages 1-21, August.
    6. Mohamed Abdelrahem & Ralph Kennel, 2016. "Fault-Ride through Strategy for Permanent-Magnet Synchronous Generators in Variable-Speed Wind Turbines," Energies, MDPI, vol. 9(12), pages 1-15, December.
    7. Hussain Sarwar Khan & Muhammad Aamir & Muhammad Ali & Asad Waqar & Syed Umaid Ali & Junaid Imtiaz, 2019. "Finite Control Set Model Predictive Control for Parallel Connected Online UPS System under Unbalanced and Nonlinear Loads," Energies, MDPI, vol. 12(4), pages 1-20, February.
    8. Rosini, A. & Procopio, R. & Bonfiglio, A. & Incremona, G.P. & Ferrara, A., 2022. "A Decentralized Higher Order Sliding Mode Control for Islanded Photovoltaic-Storage Systems," Energy, Elsevier, vol. 255(C).
    9. Marvin Lema & Wilson Pavon & Leony Ortiz & Ama Baduba Asiedu-Asante & Silvio Simani, 2022. "Controller Coordination Strategy for DC Microgrid Using Distributed Predictive Control Improving Voltage Stability," Energies, MDPI, vol. 15(15), pages 1-15, July.
    10. Izaskun Garrido & Aitor J. Garrido & Stefano Coda & Hoang B. Le & Jean Marc Moret, 2016. "Real Time Hybrid Model Predictive Control for the Current Profile of the Tokamak à Configuration Variable (TCV)," Energies, MDPI, vol. 9(8), pages 1-14, August.
    11. Woo-Kyu Chae & Jong-Nam Won & Hak-Ju Lee & Jae-Eon Kim & Jaehong Kim, 2016. "Comparative Analysis of Voltage Control in Battery Power Converters for Inverter-Based AC Microgrids," Energies, MDPI, vol. 9(8), pages 1-18, July.
    12. Thai-Thanh Nguyen & Hyeong-Jun Yoo & Hak-Man Kim, 2017. "Analyzing the Impacts of System Parameters on MPC-Based Frequency Control for a Stand-Alone Microgrid," Energies, MDPI, vol. 10(4), pages 1-17, March.
    13. Feras Alasali & Stephen Haben & Victor Becerra & William Holderbaum, 2017. "Optimal Energy Management and MPC Strategies for Electrified RTG Cranes with Energy Storage Systems," Energies, MDPI, vol. 10(10), pages 1-18, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bomi Nomlala, 2021. "Financial Socialisation of Accounting Students in South Africa," International Journal of Finance & Banking Studies, Center for the Strategic Studies in Business and Finance, vol. 10(2), pages 01-15, April.
    2. Jonathan Knuckey & Myunghee Kim, 2020. "The Politics of White Racial Identity and Vote Choice in the 2018 Midterm Elections," Social Science Quarterly, Southwestern Social Science Association, vol. 101(4), pages 1584-1599, July.
    3. Bingke Yan & Bo Wang & Lin Zhu & Hesen Liu & Yilu Liu & Xingpei Ji & Dichen Liu, 2015. "A Novel, Stable, and Economic Power Sharing Scheme for an Autonomous Microgrid in the Energy Internet," Energies, MDPI, vol. 8(11), pages 1-24, November.
    4. Obi K. Echendu & Imyhamy M. Dharmadasa, 2015. "Graded-Bandgap Solar Cells Using All-Electrodeposited ZnS, CdS and CdTe Thin-Films," Energies, MDPI, vol. 8(5), pages 1-20, May.
    5. Martin Gassebner & Jerg Gutmann & Stefan Voigt, 2016. "When to expect a coup d’état? An extreme bounds analysis of coup determinants," Public Choice, Springer, vol. 169(3), pages 293-313, December.
    6. Giuseppe A Zito & Roland Wiest & Selma Aybek, 2020. "Neural correlates of sense of agency in motor control: A neuroimaging meta-analysis," PLOS ONE, Public Library of Science, vol. 15(6), pages 1-17, June.
    7. Young Bum Kim & Seung Hee Lee, 2022. "Gender Differences in Correlates of Loneliness among Community-Dwelling Older Koreans," IJERPH, MDPI, vol. 19(12), pages 1-11, June.
    8. Niki Koutrou, 2018. "The Impact of the 2010 Women’s Rugby World Cup on Sustained Volunteering in the Rugby Community," Sustainability, MDPI, vol. 10(4), pages 1-20, March.
    9. Ladislas Mutunda Kangaji & Lagouge Tartibu & Pitshou N. Bokoro, 2023. "Modelling and Performance Analysis of a Tidal Current Turbine Connected to the Grid Using an Inductance (LCL) Filter," Energies, MDPI, vol. 16(16), pages 1-23, August.
    10. Seo-Hee Park & Byung-Jin Park & Dong-Hyuk Jung & Yu-Jin Kwon, 2019. "Association between Household Food Insecurity and Asthma in Korean Adults," IJERPH, MDPI, vol. 16(12), pages 1-11, June.
    11. Ebetürk, Irem, 2021. "Global diffusion of laws: The case of minimum age of marriage legislation, 1965–2015," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 8(3), pages 294-328.
    12. Ming-Tse Kuo & Shiue-Der Lu, 2013. "Design and Implementation of Real-Time Intelligent Control and Structure Based on Multi-Agent Systems in Microgrids," Energies, MDPI, vol. 6(11), pages 1-15, November.
    13. Mahendar Goli & Anoop Kumar Sahu & Surajit Bag & Pavitra Dhamija, 2023. "Users' Acceptance of Artificial Intelligence-Based Chatbots: An Empirical Study," International Journal of Technology and Human Interaction (IJTHI), IGI Global, vol. 19(1), pages 1-18, January.
    14. Yang Gyeong Yoo & Min Jeong Lee & Boas Yu & Mi Ra Yun, 2019. "The Effect of Mind Subtraction Meditation on Smartphone Addiction in School Children," Global Journal of Health Science, Canadian Center of Science and Education, vol. 11(10), pages 1-16, September.
    15. Mutlu Yuksel Avcilar & Akin Alkevli, 2017. "The Antecedents of Mobile Repurchasing Intentions: An Empirical Investigation among Turkish Mobile Shoppers," International Journal of Business and Management, Canadian Center of Science and Education, vol. 12(3), pages 105-105, February.
    16. Qing-feng Ma & Chang-biao Chu & Hai-qing Song, 2015. "Intravenous versus Intra-Arterial Thrombolysis in Ischemic Stroke: A Systematic Review and Meta-Analysis," PLOS ONE, Public Library of Science, vol. 10(1), pages 1-13, January.
    17. Ya-Ling Lin & Wen-Yi Chen & Shwn-Huey Shieh, 2020. "Age Structural Transitions and Copayment Policy Effectiveness: Evidence from Taiwan’s National Health Insurance System," IJERPH, MDPI, vol. 17(12), pages 1-17, June.
    18. Md Alamgir Hossain & Hemanshu Roy Pota & Walid Issa & Md Jahangir Hossain, 2017. "Overview of AC Microgrid Controls with Inverter-Interfaced Generations," Energies, MDPI, vol. 10(9), pages 1-27, August.
    19. Randall Morck & Bernard Yeung, 2017. "East Asian Financial and Economic Development," NBER Working Papers 23845, National Bureau of Economic Research, Inc.
    20. Feng, Xuehao & Moon, Ilkyeong & Ryu, Kwangyeol, 2014. "Revenue-sharing contracts in an N-stage supply chain with reliability considerations," International Journal of Production Economics, Elsevier, vol. 147(PA), pages 20-29.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:8:y:2015:i:8:p:8798-8813:d:54462. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.