{"id":11614,"date":"2026-09-06T15:27:47","date_gmt":"2026-09-06T07:27:47","guid":{"rendered":"\/jase\/?post_type=tkuisotope&#038;p=11614"},"modified":"2026-09-06T16:57:51","modified_gmt":"2026-09-06T08:57:51","slug":"jase-202612-35-023","status":"publish","type":"tkuisotope","link":"\/jase\/?tkuisotope=jase-202612-35-023","title":{"rendered":"A Supply Chain Coordination Control Method for New Energy Grid Connected Power Systems Based on Data Analysis"},"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=807\" data-type=\"page\" data-id=\"807\">2026<\/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=11162\" data-type=\"page\" data-id=\"11162\">Volume 35<\/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=\"2026-09-06T15:27:47+08:00\">2026-09-06<\/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>Anjiang Liu, Youzhuo Zheng, Di Weng, Hengrong Zhang, Xinhao Li<a href=\"mailto:leeli@hust.edu.cn\"><i class=\"fa fa-envelope\"><\/i><\/a><\/p>\n\n\n\n<p style=\"font-size:14px\">Electric Power Research Institute, Guizhou Power Grid Co., Ltd, Guiyang, 550002, 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: March 31, 2026<br>Accepted: July 10, 2026<br>Publication Date: August 26, 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\/09\/35_023.jpg\" class=\"img-fluid img-fluid mx-auto d-block\" alt=\"\u4e0a\u50b3\u5716\u7247\">\n\n\n<p class=\"has-text-align-center\">Weight Distribution of Supply Chain Coordination Control Indicators<\/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:  <a href=\"\/jase\/wp-content\/uploads\/2026\/09\/V35.0023.txt\" data-type=\"attachment\" data-id=\"11657\" target=\"_blank\" rel=\"noreferrer noopener\">BibTeX <\/a>| <a rel=\"noreferrer noopener\" href=\"http:\/\/dx.doi.org\/10.6180\/jase.202612_35.023\" target=\"_blank\">http:\/\/dx.doi.org\/10.6180\/jase.202612_35.023<\/a>  <\/p>\n\n\n\n<p class=\"btn btn-primary article-btn\"><a href=\"\/jase\/wp-content\/uploads\/2026\/09\/023_2026_0502_V35.pdf\" data-type=\"attachment\" data-id=\"11627\" 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>Renewable energy variability and unpredictability hinder supply chain coordination in grid-connected systems; thus, a data-based control approach is designed. All-phase Fourier transform is applied to extract features of renewable generation for enhanced decision making with supply chain data. The transportation, inventory, and demand constraints are considered in a coordination model that is solved by an enhanced PSO incorporating adaptive inertia weight, boundary control, and diversity preservation. Evaluated on IEEE 30-bus with 3000 samples, it achieves 98.2% reliability, 5.6% efficiency gain and 0.22s delay reduction.<\/p>\n\n\n\n<p><em>Keywords:&nbsp;Grid-integrated renewable energy power system, Supply chain control, All phase Fourier analysis, Enhanced particle swarm optimization algorithm<\/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<div class=\"container\">\n<div id=\"model-response-message-contentr_53180f64958e6cc2\" class=\"markdown markdown-main-panel md-content enable-luminous-fast-follows enable-updated-hr-color stronger\" dir=\"ltr\" aria-busy=\"false\" aria-live=\"polite\">\n<ol>\n<li data-path-to-node=\"0\">[1] M. Gulan and V. Milosavljevi, (2022) &#8220;Electrical characterization of the new generation of pulse resonance atmospheric plasma systems&#8221; International Journal of Energy Research 46(5): 6337-6350, DOI: https:\/\/doi.org\/10.1002\/er.7573.<\/li>\n<li data-path-to-node=\"0\">[2] B. Li, X. Guo, T. Li, et al., (2023) &#8220;A thermoelectric generation system using waste heat recovery from petrochemical pipeline to power wireless sensor&#8221; Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 45(3): 7694-7704. DOI: https:\/\/doi.org\/10.1080\/15567036.2023.2223493.<\/li>\n<li data-path-to-node=\"0\">[3] D. P. Chinta, G. Veeranna, J. Pothula, et al., (2024) &#8220;Application of cooperation search-based I-PD controller with new cost function for frequency control of distributed energy integrated hybrid power system&#8221; Journal of Ambient Intelligence and Humanized Computing 15(1): 725-738. DOI: https:\/\/doi.org\/10.1007\/s12652-023-04729-z.<\/li>\n<li data-path-to-node=\"0\">[4] R. C. Allen, S. G. Baratsas, R. Kakodkar, et al., (2023) &#8220;A multi-period integrated planning and scheduling approach for developing energy systems&#8221; Optimal Control Applications and Methods 44(2): 355-372. DOI: https:\/\/doi.org\/10.1002\/oca.2866.<\/li>\n<li data-path-to-node=\"0\">[5] K. Fan, W. Mao, H. Qu, et al., (2023) &#8220;Study on government subsidy in a two-level supply chain of direct-fired biomass power generation based on contract coordination&#8221; Journal of Industrial and Management Optimization 19(4): 2436-2451. DOI: https:\/\/doi.org\/10.3934\/jimo.2022049.<\/li>\n<li data-path-to-node=\"0\">[6] F. Zhong, J. Xie, and Y. Shen, (2022) &#8220;Bargaining in a multi-echelon supply chain with power structure: KS solution vs. Nash solution&#8221; Journal of Industrial and Management Optimization 18(1): 635-654. DOI: https:\/\/doi.org\/10.3934\/jimo.2020172.<\/li>\n<li data-path-to-node=\"0\">[7] X. Zhang and X. Liang, (2023) &#8220;How does the power dynamics in the information technology outsourcing supply chain influence supplier&#8217;s talent retention: A multiple case study&#8221; Personnel Review 52(4): 1146-1168. DOI: https:\/\/doi.org\/10.1108\/PR-12-2020-0912.<\/li>\n<li data-path-to-node=\"0\">[8] H. Chu, L. Cui, Y. Li, L. Su, Y. Fu, and Y. Wang, (2024) &#8220;Supply Chain Resource Integration Method Under 4PL Mode Based on Associated Data&#8221; Journal of Applied Science and Engineering 27(8): 2947-2959. DOI: https:\/\/doi.org\/10.6180\/jase.202408_27(8).0003.<\/li>\n<li data-path-to-node=\"0\">[9] H. Wu, B. Zhang, W. Qu, et al., (2022) &#8220;Integration of a thermochemical energy system driven by solar energy and biomass for natural gas and power production&#8221; Science China Technological Sciences 65(6): 1383-1395. DOI: https:\/\/doi.org\/10.1007\/s11431-021-2002-3.<\/li>\n<li data-path-to-node=\"0\">[10] Y. Mo, Z. Qin, Y. Guo, et al., (2022) &#8220;Day-ahead flexibility enhancement via joint optimization for new energy vehicle fleets and electric vehicle charging\/hydrogen refuelling stations&#8221; IET Renewable Power Generation 16(12): 2644-2657. DOI: https:\/\/doi.org\/10.1049\/rpg2.12457.<\/li>\n<li data-path-to-node=\"0\">[11] Y. Li and F. Xu, (2022) &#8220;All-phase fast Fourier transform and multiple cross-correlation analysis based on Geiger iteration for acoustic emission sources localization in complex metallic structures&#8221; Structural Health Monitoring 21(3): 1235-1250. DOI: https:\/\/doi.org\/10.1177\/14759217211027481.<\/li>\n<li data-path-to-node=\"0\">[12] W. Jiang and W. You, (2022) &#8220;A combined denoising method of empirical mode decomposition and singular spectrum analysis applied to Jason altimeter waveforms: A case of the Caspian Sea&#8221; Geodesy and Geodynamics 13(4): 327-342. DOI: https:\/\/doi.org\/10.1016\/j.geog.2021.11.004.<\/li>\n<\/ol>\n<\/div>\n<\/div>\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":[12,1956,6],"tags":[2103],"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: BibTeX | http:\/\/dx.doi.org\/10.6180\/jase.202612_35.023 Download PDF Renewable energy variability and unpredictability hinder supply chain coordination in grid-connected&hellip;","_links":{"self":[{"href":"\/jase\/index.php?rest_route=\/wp\/v2\/tkuisotope\/11614"}],"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=11614"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/jase\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11614"},{"taxonomy":"post_tag","embeddable":true,"href":"\/jase\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11614"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}