{"id":3012,"date":"2026-04-09T22:56:59","date_gmt":"2026-04-09T14:56:59","guid":{"rendered":"https:\/\/iweb20wp-b205b.url.tku.edu.tw\/jase\/?post_type=tkuisotope&#038;p=3012"},"modified":"2026-06-08T21:04:40","modified_gmt":"2026-06-08T13:04:40","slug":"energy-storage-bidirectional-dc-dc-converter-model-predictive-control","status":"publish","type":"tkuisotope","link":"\/jase\/?tkuisotope=energy-storage-bidirectional-dc-dc-converter-model-predictive-control","title":{"rendered":"Energy Storage Bidirectional DC-DC Converter Model Predictive Control"},"content":{"rendered":"\n<div class=\"wp-block-tkuwpbs5-bs5-row row article-info\">\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-3 align-self-start\">\n<p><i class=\"fa fa-folder\" aria-hidden=\"true\"><\/i>&nbsp;<a href=\"\/jase\/?page_id=2961\" data-type=\"page\" data-id=\"807\">2024<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-3 align-self-start\">\n<p><i class=\"fa fa-folder-open\" aria-hidden=\"true\"><\/i>&nbsp;<a href=\"\/jase\/?page_id=2966\" data-type=\"page\" data-id=\"1055\">Volume 27, Issue 1<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-6 align-self-start\">\n<div class=\"wp-block-tkuwpbs5-bs5-div dv_publish\" data-aos=\"normal\"><div class=\"wp-block-post-date\"><time datetime=\"2026-04-09T22:56:59+08:00\">2026-04-09<\/time><\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-row row\">\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-5 align-self-start\">\n<div class=\"wp-block-tkuwpbs5-bs5-div au-ol\" data-aos=\"normal\">\n<p>Feng Zhao, Dong Li<a href=\"mailto:1697949784@qq.com\"><i class=\"fa fa-envelope\"><\/i><\/a>, Xiaoqiang Chen, and Ying Wang<\/p>\n\n\n\n<p style=\"font-size:14px\">School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-div\" style=\"margin-top:var(--wp--preset--spacing--40)\" data-aos=\"normal\">\n<p>Received:\u00a0March 23, 2023<br>Accepted:\u00a0May 06, 2023<br>Publication Date:\u00a0April 9, 2026<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-7 align-self-start clk=\u5716\u7247\"><img decoding=\"async\" src=\"\/jase\/wp-content\/uploads\/2026\/04\/27_01_15.jpg\" class=\"img-fluid img-fluid mx-auto d-block\" alt=\"\u4e0a\u50b3\u5716\u7247\">\n\n\n<p class=\"has-text-align-center img_caption\">DC microgrid topology<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-small-font-size\"><i class=\"fab fa-creative-commons\"><\/i>&nbsp;<strong>Copyright&nbsp;<\/strong>The Author(s). This is an open access article distributed under the terms of the&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\" target=\"_blank\">Creative Commons Attribution&nbsp;License (CC BY 4.0)<\/a>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are cited.<\/p>\n\n\n\n<p>Download Citation:\u00a0 <a rel=\"noreferrer noopener\" href=\"\/jase\/wp-content\/uploads\/2026\/01\/jase-202509-28-09-0006.pdf\" data-type=\"link\" data-id=\"\/jase\/wp-content\/uploads\/2026\/01\/jase-202509-28-09-0006.pdf\" target=\"_blank\">BibTeX <\/a>| <a href=\"http:\/\/dx.doi.org\/10.6180\/jase.202401_27(1).0015\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/dx.doi.org\/10.6180\/jase.202401_27(1).0015<\/a>\u00a0\u00a0<\/p>\n\n\n\n<p class=\"btn btn-primary article-btn\"><a href=\"\/jase\/wp-content\/uploads\/2026\/04\/15_2023_0306_V27i1.pdf\" data-type=\"attachment\" data-id=\"2998\" target=\"_blank\" rel=\"noreferrer noopener\">Download PDF<\/a><\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Aiming at the voltage fluctuation of DC microgrid bus caused by the power fluctuation of distributed power supply and switching of constant power load (CPL), this paper proposes a model predictive control (MPC) strategy with nonlinear observer, which is applied to bidirectional DC-DC converter for energy storage. First, a small disturbance model of the system with converter control is established, the influence of photovoltaic unit and constant power load on the system stability is analyzed, and then the objective function is constructed according to the bidirectional DC-DC converter, the optimization equation is established and the optimal control rate is obtained. Second, a nonlinear state observer is established and a composite control strategy is designed to adjust the charging and discharging process of the battery, realize the power balance between the source and load of the DC microgrid, and ensure the stability of the DC microgrid. Finally, a simulation model is built in Simulink and the results are analyzed, and the simulation results show that the proposed control strategy has good dynamics and robustness compared with the traditional double-closed-loop PI control when the constant power load is frequently switched and the photovoltaic power generation power fluctuates.<\/p>\n\n\n\n<p><em>Keywords:\u00a0DC-DC bidirectional converter; Constant power load; Model prediction; Nonlinear observer<\/em><\/p>\n\n\n\n<div style=\"height:2rem\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-div ref_ol\" data-aos=\"normal\">\n<ol>\n<li>[1] L. Zekun, K. Li, P. Wei, Yehua, and D. Wei, (2018) \u201cStability analysis of large disturbances in sag-controlled DC microgrids based on hybrid potential function&#8221; Grid Technology 42(11): 10.<\/li>\n<li>[2] W. Chengshan, L. Wei, W. Xifeng, M. Zhun, and Y. Liang, (2017) \u201cA Review of DC Microgrid Bus Voltage Fluctuation Classification and Suppression Methods&#8221; Chinese Journal of Electrical Engineering 37(1): 84\u201397.<\/li>\n<li>[3] F. Jianjun, (2021) \u201cThe role and application of energy storage in photovoltaic low-voltage DC-powered buildings&#8221; Energy Storage Science and Technology 10(2): 624.<\/li>\n<li>[4] M. Jianhui, Z. Peigen, W. Yi, and W. Chen, (2019) \u201cSmall-signal modeling and parametric analysis of DC microgrid based on flexible virtual inertial control&#8221; Journal of Electrical Engineering Technology 34(12): 2615\u20132626.<\/li>\n<li>[5] M. Cespedes, L. Xing, and J. Sun, (2011) \u201cConstantpower load system stabilization by passive damping&#8221; IEEE Transactions on Power Electronics 26(7): 1832\u20131836.<\/li>\n<li>[6] M. Zhao, Z. Zhigang, S. Yuanyuan, L. Yahui, and L. Kejun, (2019) \u201cKey Technologies and Development Prospects of New Generation Low Voltage DC Power Supply System&#8221; Power System Automation 43(23): 12\u201322.<\/li>\n<li>[7] Z. Baoge, Z. Zhen, W. Donghao, L. Ping, and Ronyao, (2020) \u201cA Bidirectional DC\/DC Converter for Composite Energy Storage&#8221; Energy Storage Science and Technology 9(1): 178.<\/li>\n<li>[8] X. Shao, J. Hu, and Z. Zhao, (2019) \u201cStabilisation strategy based on feedback linearisation for DC microgrid with multi-converter&#8221; The Journal of Engineering 2019(16): 1802\u20131806.<\/li>\n<li>[9] B. Ye, Y. Liu, and Z. Wu. \u201cResearch on Sliding Mode Control Strategy for Bidirectional DC\/DC Energy Storage Converter\u201d. In: 2019 IEEE International Conference on Electron Devices and Solid-State Circuits (EDSSC). IEEE. 2019, 1\u20133.<\/li>\n<li>[10] H. Armghan, M. Yang, M. Wang, N. Ali, and A. Armghan, (2020) \u201cNonlinear integral backstepping based control of a DC microgrid with renewable generation and energy storage systems&#8221; International Journal of Electrical Power &amp; Energy Systems 117: 105613.<\/li>\n<\/ol>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"author":3,"template":"wp-custom-template-detail-4-aricles","meta":{"_uag_custom_page_level_css":""},"categories":[10,6,515],"tags":[541],"acf":[],"uagb_featured_image_src":[],"uagb_author_info":{"display_name":"\u6797\u923a\u6db5","author_link":"\/jase\/?author=3"},"uagb_comment_info":0,"uagb_excerpt":"&nbsp;Copyright&nbsp;The Author(s). This is an open access article distributed under the terms of the&nbsp;Creative Commons Attribution&nbsp;License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are cited. Download Citation:\u00a0 BibTeX | http:\/\/dx.doi.org\/10.6180\/jase.202401_27(1).0015\u00a0\u00a0 Download PDF Aiming at the voltage fluctuation of DC microgrid bus caused by&hellip;","_links":{"self":[{"href":"\/jase\/index.php?rest_route=\/wp\/v2\/tkuisotope\/3012"}],"collection":[{"href":"\/jase\/index.php?rest_route=\/wp\/v2\/tkuisotope"}],"about":[{"href":"\/jase\/index.php?rest_route=\/wp\/v2\/types\/tkuisotope"}],"author":[{"embeddable":true,"href":"\/jase\/index.php?rest_route=\/wp\/v2\/users\/3"}],"wp:attachment":[{"href":"\/jase\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3012"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/jase\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3012"},{"taxonomy":"post_tag","embeddable":true,"href":"\/jase\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3012"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}