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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">gosupr</journal-id><journal-title-group><journal-title xml:lang="ru">Государственное управление. Электронный вестник</journal-title><trans-title-group xml:lang="en"><trans-title>Public Administration. E-journal (Russia)</trans-title></trans-title-group></journal-title-group><issn pub-type="epub">2070-1381</issn><publisher><publisher-name>Факультет государственного управления МГУ имени М.В. Ломоносова</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.55959/MSU2070-1381-117-2026-88-100</article-id><article-id custom-type="elpub" pub-id-type="custom">gosupr-334</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>РЕГИОНАЛЬНАЯ И ОТРАСЛЕВАЯ ЭКОНОМИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>REGIONAL AND SECTORAL ECONOMY</subject></subj-group></article-categories><title-group><article-title>Классификация производственных запасов промышленных предприятий на основе оценки потенциала невостребованности</article-title><trans-title-group xml:lang="en"><trans-title>Classification of Production Stocks of Industrial Enterprises Assessing the Potential Lack of Demand</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7779-0205</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Шумилов</surname><given-names>Ю. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Shumilov</surname><given-names>Yu. M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Шумилов Юрий Михайлович, Аспирант</p><p>Санкт-Петербург</p></bio><bio xml:lang="en"><p>Yury M. Shumilov, Postgraduate student</p><p>Saint Petersburg</p></bio><email xlink:type="simple">ys812@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4702-3512</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Палкина</surname><given-names>Е. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Palkina</surname><given-names>E. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Палкина Елена Сергеевна, Доктор экономических наук, доцент</p><p>Санкт-Петербург</p></bio><bio xml:lang="en"><p>Elena S. Palkina, DSc (Economics), Associated Professor</p><p>Saint Petersburg</p></bio><email xlink:type="simple">elena_palkina@hotmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Санкт-Петербургский государственный морской технический университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>State Marine Technical University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>02</day><month>09</month><year>2026</year></pub-date><volume>1</volume><issue>117</issue><fpage>88</fpage><lpage>100</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Шумилов Ю.М., Палкина Е.С., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Шумилов Ю.М., Палкина Е.С.</copyright-holder><copyright-holder xml:lang="en">Shumilov Y.M., Palkina E.S.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.spajournal.ru/jour/article/view/334">https://www.spajournal.ru/jour/article/view/334</self-uri><abstract><p>В статье рассматривается проблема формирования невостребованных материальных запасов на промышленных предприятиях с длительным производственным циклом. В условиях проектно-ориентированного производства расчет потребности в материалах на ранних стадиях носит предварительный характер и уточняется по мере корректировки документации, что приводит к расхождениям между плановым и фактическим расходом, а также к накоплению избыточных складских остатков. Цель исследования — оценка потенциала невостребованности материальных ресурсов и обоснование предельной доли их первичной закупки при проектной неопределенности. Актуальность обусловлена высокой долей материалов в затратах, ростом невостребованных запасов и ограниченной применимостью нормативных методов на ранних этапах закупочных процедур. Эмпирическая база включает данные о складских остатках, историю корректировок закупочных норм и архив карт замены материалов. В работе используются расчет экономии от замены, коэффициент относительной заменимости, оценка волатильности норм и коэффициент вовлеченности материала в производство. Частные оценки по каждому из этих показателей объединяются в интегральный балл потенциала невостребованности. На этой основе предложена классификация производственных запасов, разделяющая материалы на три категории риска. Для низкого риска (5–6 баллов) рекомендуемая доля первичной закупки составляет до 100%, для среднего (3–4 балла) — до 85%, для высокого (0–2 балла) — до 70% либо отсрочка закупки. Предложенный алгоритм классификации апробирован на данных промышленного предприятия с длительным производственным циклом. Разработанная классификация сокращает поступление невостребованных запасов без остановки производственного процесса.</p></abstract><trans-abstract xml:lang="en"><p>The article discusses the problem of the formation of unclaimed material reserves in industrial enterprises with a long production cycle. In the context of design-oriented production, the calculation of the need for materials in the early stages is preliminary and is clarified as the documentation is being adjusted, which leads to discrepancies between planned and actual consumption, as well as the accumulation of excess inventory. The aim of the study is to assess the potential lack of demand for material resources and to justify the maximum share of their primary purchase under project uncertainty. The relevance is due to the high proportion of materials in costs, the growth of unclaimed stocks and the limited applicability of regulatory methods in the early stages of procurement procedures. The empirical database includes data on inventory balances, a history of adjustments to procurement standards, and an archive of material replacement maps. The work uses the calculation of savings from replacement, the coefficient of relative substitutability, an assessment of the volatility of norms and the coefficient of material involvement in production. Partial estimates for each of these indicators are combined into an integral score of the potential lack of demand. On this basis, a classification of production stocks is proposed, dividing materials into three risk categories. For low risk (5–6 points), the recommended share of primary purchase is up to 100%, for medium (3–4 points) — up to 85%, for high (0–2 points) — up to 70%, or a delay in purchase. The proposed classification algorithm has been tested on the data of an industrial enterprise with a long production cycle. The developed classification reduces the flow of unclaimed stocks without stopping the production process.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>Производственные предприятия</kwd><kwd>невостребованные запасы</kwd><kwd>универсальность материалов</kwd><kwd>закупки</kwd><kwd>карты замены</kwd><kwd>потенциал невостребованности</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Manufacturing enterprises</kwd><kwd>unclaimed stocks</kwd><kwd>versatility of materials</kwd><kwd>procurement</kwd><kwd>replacement cards</kwd><kwd>potential lack of demand</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Денисов А.Р. Принципы конструкторско-технологического проектирования в условиях мелкосерийного машиностроительного производства // Известия высших учебных заведений. Приборостроение. 2007. Т. 50. № 12. С. 56–60.</mixed-citation><mixed-citation xml:lang="en">Amade B., Akpan E. (2014) Project Cost Estimation: Issues and the Possible Solutions. International Journal of Engineering and Technical Research. Vol. 2. Is. 5. P. 181–188.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Жданова М.В., Лапидус А.А. Сокращение продолжительности сроков жизненного цикла строительного проекта // Строительство и архитектура. 2024. Т. 12. № 4(45). DOI: 10.29039/2308-0191-2024-12-4-6-6</mixed-citation><mixed-citation xml:lang="en">Bonney M.C. (1994) Trends in Inventory Management. International Journal of Production Economics. Vol. 35. Is. 1–3. P. 107–114. DOI: 10.1016/0925-5273(94)90070-1</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Зеленский А.А., Грибков А.А. Определение основных подходов к созданию гибкого мелкосерийного микроэлектронного производства в России // Общество: политика, экономика, право. 2023. № 10(123). С. 31–37. DOI: 10.24158/pep.2023.10.4</mixed-citation><mixed-citation xml:lang="en">Denisov A.R. (2007) Principles of Constructional-Technological Designing in Conditions of Small-Scale Machinebuilding Production. Izvestiya vysshikh uchebnykh zavedeniy. Priborostroenie. Vol. 50. No. 12. P. 56–60.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Медунецкий В.М., Солк С.В., Лебедев О.А. Опыт единичного и мелкосерийного производства оптикомеханических систем // Известия высших учебных заведений. Приборостроение. 2016. Т. 59. № 7. С. 600–604. DOI: 10.17586/0021-3454-2016-59-7-600-604</mixed-citation><mixed-citation xml:lang="en">Fleuren T., Merzifonluoglu Y., Sotirov R., Hendriks M. (2025) Production-Inventory Planning in HighTech Low-Volume Manufacturing Supply Chains. International Journal of Production Economics. Vol. 288. DOI: 10.1016/j.ijpe.2025.109687</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Павлова А.Н. Опыт внедрения практико-ориентированных методов обучения // НАУКА. Технологии. Инновации — 2023: Сборник статей II Международной научно-практической конференции (Петрозаводск, 2023). Петрозаводск: Международный центр научного партнерства «Новая Наука» (ИП Ивановская И.И.), 2023. С. 70–74.</mixed-citation><mixed-citation xml:lang="en">Hardaway K., Flage R. (2025) A Framework for Evolving Assumptions in Risk AnalysIs. Risk AnalysIs. Vol. 45. Is. 8. P. 2232–2242. DOI: 10.1111/risa.70009</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Палкина Е.С., Шумилов Ю.М. Применение цифровой аналитики для повышения эффективности бизнес-процессов в цепях поставок машиностроения // Вестник Академии знаний. 2025. № 6(71). С. 551–556.</mixed-citation><mixed-citation xml:lang="en">Jusoh Z.M., Kasim N. (2017) A Review on Implication of Material Management to Project Performance. MATEC Web of Conferences. Vol. 87. DOI:  10.1051/matecconf/20178701012</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Типнер Л.М., Исхакова Н.Р. Проблемы организации в условиях единичного и мелкосерийного производства // Экономика и бизнес: теория и практика. 2019. № 5-3. С. 97–102. DOI: 10.24411/2411-0450-2019-10733</mixed-citation><mixed-citation xml:lang="en">Ma S., Wang W., Liu L. (2002) Commonality and Postponement in Multistage Assembly Systems. European Journal of Operational Research. Vol. 142. Is. 3. P. 523–538. DOI: 10.1016/S0377-2217(01)00314-9</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Шумилов Ю.М. Сокращение невостребованных запасов через унификацию бизнес-процессов в машиностроении // Национальные цели России и механизмы их достижения: Материалы ХVII Всероссийской научно-практической конференции (Чебоксары, 2026). Чебоксары: Издательскополиграфическая компания «Новое время», 2026. С. 99–103.</mixed-citation><mixed-citation xml:lang="en">Medunetsky V.M., Solk S.V., Lebedev O.A. (2016) Experience in Single and Small Batch Production of OpticalMechanical Systems. Izvestiya vysshikh uchebnykh zavedeniy. Priborostroyeniye. Vol. 59. No. 7. P. 600–604. DOI: 10.17586/0021-3454-2016-59-7-600-604</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Amade B., Akpan E. Project Cost Estimation: Issues and the Possible Solutions // International Journal of Engineering and Technical Research. 2014. Vol. 2. Is. 5. P. 181–188.</mixed-citation><mixed-citation xml:lang="en">Palkina E.S., Shumilov Yu.M. (2025) The Use of Digital Analytics to Improve the Efficiency of Business Processes in the Supply Chains of Mechanical Engineering. Vestnik Akademii znaniy. No. 6(71). P. 551–556.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Bonney M.C. Trends in Inventory Management // International Journal of Production Economics. 1994. Vol. 35. Is. 1-3. P. 107–114. DOI: 10.1016/0925-5273(94)90070-1</mixed-citation><mixed-citation xml:lang="en">Pavlova A.N. (2023) Experience in Implementing Practice-Oriented Methods of Training Engineers. Nauka. Tekhnologii. Innovatsii — 2023: Sbornik statey II Mezhdunarodnoy nauchno-prakticheskoy konferentsii (Petrozavodsk, 2023). Petrozavodsk: Mezhdunarodnyy tsentr nauchnogo partnerstva «Novaya Nauka» (IP Ivanovskaya I.I.). P. 70–74.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Fleuren T., Merzifonluoglu Y., Sotirov R., Hendriks M. Production-Inventory Planning in High-Tech LowVolume Manufacturing Supply Chains // International Journal of Production Economics. 2025. Vol. 288. DOI: 10.1016/j.ijpe.2025.109687</mixed-citation><mixed-citation xml:lang="en">Shamsuzzoha A., Jaakkola T. (2024) The Scope of Demand-Driven Material Requirements Planning in Operative Purchasing of a Multi-National Company: A Case Study. International Journal of Engineering Business Management. Vol. 16. DOI: 10.1177/18479790241293890</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Hardaway K., Flage R. A Framework for Evolving Assumptions in Risk Analysis // Risk AnalysIs. 2025. Vol. 45. Is. 8. P. 2232–2242. DOI: 10.1111/risa.70009</mixed-citation><mixed-citation xml:lang="en">Shumilov Yu.M. (2026) Sokrashcheniye nevostrebovannykh zapasov cherez unifikatsiyu biznes-protsessov v mashinostroyenii [Reduction of unclaimed stocks through unification of business processes in mechanical engineering]. Natsional’nyye tseli Rossii i mekhanizmy ikh dostizheniya: Materialy XVII Vserossiyskoy nauchnoprakticheskoy konferentsii (Cheboksary, 2026). Cheboksary: Izdatel’sko-poligraficheskaya kompaniya “Novoye vremya”. P. 99–103.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Jusoh Z.M., Kasim N. A Review on Implication of Material Management to Project Performance // MATEC Web of Conferences. 2017. Vol. 87. DOI: 10.1051/matecconf/20178701012</mixed-citation><mixed-citation xml:lang="en">Svensson Harari N., Fundin A. (2023) An Early-Phase Design Process to Enable Long-Term Flexibility in Assembly Systems. Research in Engineering Design. Vol. 34. P. 257–283. DOI: 10.1007/s00163-022-00404-0</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Ma S., Wang W., Liu L. Commonality and Postponement in Multistage Assembly Systems // European Journal of Operational Research. 2002. Vol. 142. Is. 3. P. 523–538. DOI: 10.1016/S0377-2217(01)00314-9</mixed-citation><mixed-citation xml:lang="en">Swaminathan J.M., Lee H.L. (2003) Design for Postponement. Handbooks in Operations Research and Management Science. Vol. 11. P. 199–226. DOI: 10.1016/S0927-0507(03)11005-5</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Shamsuzzoha A., Jaakkola T. The Scope of Demand-Driven Material Requirements Planning in Operative Purchasing of a Multi-National Company: A Case Study // International Journal of Engineering Business Management. 2024. Vol. 16. DOI: 10.1177/18479790241293890</mixed-citation><mixed-citation xml:lang="en">Tipner L.M., Iskhakova N.R. (2019) Problems of Organization in Conditions of Unit and Small Batch Production. Ekonomika i biznes: teoriya i praktika. No 5–3. P. 97–102. DOI: 10.24411/2411-0450-2019-10733</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Svensson Harari N., Fundin A. An Early-Phase Design Process to Enable Long-Term Flexibility in Assembly Systems // Research in Engineering Design. 2023. Vol. 34. P. 257–283. DOI: 10.1007/s00163-022-00404-0</mixed-citation><mixed-citation xml:lang="en">Yıldız S., Güneş S., Kıvrak S. (2024) Examining the Impact of Material Management Practices on Project Performance in the Construction Industry. Buildings. Vol. 14. Is. 7. DOI: 10.3390/buildings14072076</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Swaminathan J.M., Lee H.L. Design for Postponement // Handbooks in Operations Research and Management Science. 2003. Vol. 11. P. 199–226. DOI: 10.1016/S0927-0507(03)11005-5</mixed-citation><mixed-citation xml:lang="en">Zelensky A.A., Gribkov A.A. (2023) Determination of Approaches to the Creation of Flexible Small-Batch Microelectronic Production in Russia. Obshchestvo: politika, ekonomika, pravo. No. 10(123). P. 31–37. DOI: 10.24158/pep.2023.10.4</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Yıldız S., Güneş S., Kıvrak S. Examining the Impact of Material Management Practices on Project Performance in the Construction Industry // Buildings. 2024. Vol. 14. Is. 7. DOI: 10.3390/buildings14072076</mixed-citation><mixed-citation xml:lang="en">Zhdanova M.V., Lapidus A.A. (2024) Life Cycle Requirement Time Optimization of a Construction Project. Stroitel’stvo i arkhitektura. Vol. 12. No. 4(45). DOI: 10.29039/2308-0191-2024-12-4-6-6</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
