{"id":2262,"date":"2025-05-13T19:16:21","date_gmt":"2025-05-13T18:16:21","guid":{"rendered":"http:\/\/newskbncran.ru\/?page_id=2262"},"modified":"2026-06-05T09:09:29","modified_gmt":"2026-06-05T08:09:29","slug":"26-6-7-en","status":"publish","type":"page","link":"https:\/\/izvestiyakbncran.ru\/index.php\/en\/26-6-7-en\/","title":{"rendered":"26.6.7 en"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-lora-font-family\" style=\"font-size:22px\"><strong>Computer modelling of large branched water pipeline systems with higher-order optimality<\/strong><\/h2>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-medium-font-size wp-elements-366a7eb7104bee56c4f874d3bd20a3e1 wp-block-paragraph\"><strong><strong>M.B. Abazokov, V.Ch. Kudaev<\/strong><\/strong><\/p>\n\n\n\n<div class=\"wp-block-group is-vertical is-content-justification-left is-nowrap is-layout-flex wp-container-core-group-is-layout-20193d73 wp-block-group-is-layout-flex\" style=\"border-style:none;border-width:0px;margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<p class=\"has-text-color has-link-color has-lora-font-family wp-elements-1934a6274ad67c2dd8d97ce7471e2bbb wp-block-paragraph\" style=\"color:#5b1919;font-size:12px;text-decoration:underline\"><\/p>\n\n\n\n<div class=\"wp-block-group is-horizontal is-layout-flex wp-container-core-group-is-layout-9076828a wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:0;padding-bottom:0\">\n<div class=\"wp-block-buttons is-content-justification-left is-layout-flex wp-container-core-buttons-is-layout-856cf56e wp-block-buttons-is-layout-flex\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-background-background-color has-text-color has-background has-link-color has-border-color has-custom-font-size wp-element-button\" href=\"http:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/06\/7.-abazokov-7.pdf\" style=\"border-color:#5b1919;border-style:solid;border-width:2px;border-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40);font-size:12px\">PDF<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:0px;width:0px\" aria-hidden=\"true\" class=\"wp-block-spacer wp-container-content-273e683f\"><\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button has-custom-width wp-block-button__width-100 is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link has-background-background-color has-text-color has-background has-link-color has-border-color has-text-align-center has-custom-font-size wp-element-button\" href=\"http:\/\/izvestiyakbncran.ru\/wp-content\/uploads\/2026\/06\/7.-abaz.xml\" style=\"border-color:#5b1919;border-width:2px;border-top-left-radius:8px;border-top-right-radius:8px;border-bottom-left-radius:8px;border-bottom-right-radius:8px;color:#5b1919;padding-top:0.4rem;padding-right:var(--wp--preset--spacing--40);padding-bottom:0.4rem;padding-left:var(--wp--preset--spacing--40);font-size:12px\">JATS XML<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-41ee428b6a5740c7f514a7432ff786a3 wp-block-paragraph\" style=\"border-style:none;border-width:0px;border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-left-radius:0px;border-bottom-right-radius:0px;color:#5b1919;margin-top:0;margin-right:0;margin-bottom:0;margin-left:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><\/p>\n<\/div>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\" style=\"margin-top:var(--wp--preset--spacing--20);margin-bottom:var(--wp--preset--spacing--20)\"\/>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-8484e17dd78aff11eeee4db9faf5157d wp-block-paragraph\" style=\"line-height:1.4\"><strong><em>Abstract.<\/em><\/strong><em> <\/em>Modelling of optimal hydraulic pipeline for regional and interregional water supply systems is highly relevant because of water scarcity in some parts of Russia. For a multi-extreme optimization problem to which this problem relates a local extremum is not sufficient and an absolute extremum is not possible since it would take a massive amount of computing power to solve. The purpose of the research is to develop a method, algorithms and software system for computer modelling of large branched water pipeline systems with higher-order optimality. The basis of the method is to divide the synthesis problem with flux and potential variables (Kirchhoff&#8217;s circuit) into two phases; it allows us to significantly reduce the computation time and resource requirements. The first phase determines the network structure while the second one identifies values of hydraulic parameters. The proposed methodology, algorithm and software are designed for computer modelling of branched water pipelines systems of regional and interregional water supply as well as for large-scale irrigation systems.<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-848af952bc66baecc5f1777c4e66b991 wp-block-paragraph\" style=\"line-height:1.4\"><strong><em>Keywords:<\/em><\/strong><strong> <\/strong>branched hydraulic pipeline Kirchhoff&#8217;s circuit, computer modelling, rank optimization, dimensionality reduction, Darcy\u2013Weisbach equation, pipeline costs, energy costs, pump station<\/p>\n\n\n\n<p class=\"has-foreground-color has-text-color has-link-color has-lora-font-family wp-elements-d7549e3ab3f712ac16a746f8e3c33384 wp-block-paragraph\" style=\"font-size:12px;line-height:1.4\"><strong>For citation<\/strong>. Abazokov M.B., Kudaev V.Ch. Computer modelling of large branched water pipeline systems with higher-order optimality. <em>News of the Kabardino-Balkarian Scientific Center of RAS.<\/em><strong> <\/strong>2024. Vol. 26. No. 6. Pp. 82\u201397. DOI: 10.35330<strong>\/<\/strong>1991-6639-2024-26-6-82-97<\/p>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-2ab54f25aca50c7074711372cd13f6a6 is-layout-flow wp-container-core-details-is-layout-f488f964 wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>R<\/strong>eferences<\/summary>\n<ol style=\"margin-top:0;margin-bottom:0\" class=\"wp-block-list\">\n<li style=\"font-style:normal;font-weight:400\">Merenkov A.P., Sennova E.V., Sumarokov S.V. et al. Matematicheskoye modelirovaniye i optimizatsiya sistem teplo-, vodo-, nefte- i gazosnabzheniya [Mathematical modeling and optimization of heat, water, oil and gas supply systems]. Novosibirsk: Nauka, 1992. 407 p. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Abramov N.N., Pospelova M.M., Somov M.A. et al. Raschet vodoprovodnykh setey [Calculation of water supply networks]. Moscow: Stroyizdat, 1983. 278 p. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Bulatov V.P., Kassinskaya L.I. Some methods for minimizing a concave function on a convex polyhedron. Metody optimizatsii i ikh prilozheniya [Optimization Methods and Applications]. Irkutsk: SEI SO AN USSR, 1987. Pp. 151\u2013172. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Antsiferov E.G., Ashchepkov L.T., Bulatov V.P. Metody optimizatsii i ikh prilozheniya. Ch. 1. Matematicheskoye programmirovaniye [Methods of optimization and their applications. Part 1. Mathematical programming]. Novosibirsk: Nauka, 1990. 158 p. ISBN: 5-02-029658-9. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Trubin V.A., Mikhalevich V.S., Shor N.Z. Optimizatsionnyye zadachi proizvodstvenno-transportnogo planirovaniya [Optimization problems of production and transport planning]. Moscow: Nauka, 1986. 260 p. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Tui H. Concave programming under linear constraints. Doklady AN SSSR. 1964. Vol. 159. No. 1. Pp. 32\u201335. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Stavrovskiy E. R., Trunov R. A. Novye zadachi i komp&#8217;yuternye programmy optimizatsii konfiguratsii i parametrov regional&#8217;nykh gazoraspredelitel&#8217;nykh setey pri ikh proektirovanii [New tasks and computer programs for optimizing the configuration and parameters of regional gas distribution networks and their design]. Truboprovodnye sistemy energetiki. Metody matematicheskogo modelirovaniya i optimizatsii: sb. nauch. tr. Novosibirsk: Nauka, 2007. Pp. 97\u2013108. ISBN: 978-5-02-023193-1. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Kudaev V.Ch., Abazokov M.B. Rank optimization of streaming networks. Vestnik KRAUNC. Phys.-Math. Sciences. 2018. No. 4(24). Pp. 178\u2013185. DOI: 10.18454\/2079-6641-2018-24-4-178-185. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Kudaev V.Ch., Abazokov M.B. Computer design of flow networks of P-th rank of optimality. News of the Kabardino-Balkarian Scientific Center of RAS. 2019. No. 6(92). Pp. 122\u2013131. DOI: 10.35330\/1991-6639-2019-6-92-122-131. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Kudaev V.Ch., Abazokov M.B. Cluster optimization of high-rank optimality of flow networks. Vestnik KRAUNC. Phys.-Math. Sciences. 2021. Vol. 37. No. 4. Pp. 104\u2013118. DOI: 10.26117\/2079-6641-2021-37-4-104-118. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Abazokov M.B., Bagov M.A., Kudaev V.Ch. Computer design of large pipeline networks of high optimality rank. Adyghe International Scientific Journal. 2022. No. 4. Vol. 22. Pp. 39\u201356. DOI: 10.47928\/1726-9946-2022-22-4-39-56. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Abazokov M.B., Kudaev V.Ch. Tracing of large branched pipeline hydraulic networks of high optimality rank with graph presentation. News of the Kabardino-Balkarian Scientific Center of RAS. 2023. No. 4(114). Pp. 39\u201354. DOI: 10.35330\/1991-6639-2023-4-114-39-54. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Kudaev V.Ch. Ranks of extremums and structural optimization of large network systems. News of the Kabardino-Balkarian Scientific Center of RAS. 2016. No. 4(72). Pp. 15\u201324. EDN: WKDXXX. (In Russian)<\/li>\n\n\n\n<li style=\"font-style:normal;font-weight:400\">Nekrasova O.A., Khasilev V.Ya. Optimal tree of a pipeline system. Ekonomika i matematicheskiye metody [Economics and Mathematical Methods]. 1970. Vol. 4. No. 3. Pp. 427\u2013432. (In Russian)<\/li>\n<\/ol>\n<\/details>\n\n\n\n<details class=\"wp-block-details has-foreground-color has-text-color has-link-color has-lora-font-family has-extra-small-font-size wp-elements-881ed6929411f61bd10bca22b9080ac8 is-layout-flow wp-container-core-details-is-layout-9ff6af70 wp-block-details-is-layout-flow\" style=\"font-style:normal;font-weight:700;line-height:1.5\"><summary><strong>Information about the author<\/strong><\/summary>\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1c18c512 wp-block-group-is-layout-flex\" style=\"min-height:0px;margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--20);padding-right:var(--wp--preset--spacing--40);padding-bottom:var(--wp--preset--spacing--20);padding-left:var(--wp--preset--spacing--40)\">\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><strong>Mukhammed B. Abazokov<\/strong>, Junior Researcher, Department of Computational Methods, Institute of<br>Applied Mathematics and Automation \u2013 branch of Kabardino-Balkarian Scientific Center of the Russian<br>Academy of Sciences;<br>360000, Russia, Nalchik, 89 A Shortanov street;<br>Abazokov.Mukhammed@yandex.ru, ORCID: https:\/\/orcid.org\/0000-0002-6847-403X, SPIN-code: 3343-5679<br><strong>Valery Ch. Kudaev<\/strong>, Candidate of Physical and Mathematical Sciences, Lead Researcher, Department<br>of Computational Methods, Institute of Applied Mathematics and Automation \u2013 branch of Kabardino-<br>Balkarian Scientific Center of the Russian Academy of Sciences;<br>360000, Russia, Nalchik, 89 A Shortanov street;<br>valeriy.kudayev@mail.ru, ORCID: https:\/\/orcid.org\/0000-0002-8313-4199, SPIN-c\u043ede: 9931-1060<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:400\"><\/p>\n<\/div>\n<\/details>\n","protected":false},"excerpt":{"rendered":"<p>Computer modelling of large branched water pipeline systems with higher-order optimality M.B. Abazokov, V.Ch. Kudaev Abstract. Modelling of optimal hydraulic pipeline for regional and interregional water supply systems is highly relevant because of water scarcity in some parts of Russia. For a multi-extreme optimization problem to which this problem relates a local extremum is not [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-2262","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>26.6.7 en - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/izvestiyakbncran.ru\/index.php\/en\/26-6-7-en\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"26.6.7 en - \u0418\u0417\u0412\u0415\u0421\u0422\u0418\u042f \u041a\u0410\u0411\u0410\u0420\u0414\u0418\u041d\u041e-\u0411\u0410\u041b\u041a\u0410\u0420\u0421\u041a\u041e\u0413\u041e \u041d\u0410\u0423\u0427\u041d\u041e\u0413\u041e \u0426\u0415\u041d\u0422\u0420\u0410 \u0420\u0410\u041d\u00bb\" \/>\n<meta property=\"og:description\" content=\"Computer modelling of large branched water pipeline systems with higher-order optimality M.B. 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Abazokov, V.Ch. Kudaev Abstract. Modelling of optimal hydraulic pipeline for regional and interregional water supply systems is highly relevant because of water scarcity in some parts of Russia. 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