Development of a Knowledge Base Model for Managing Sustainable Development of Industrial Ecosystems
( Pp. 129-137)
More about authors
Smirnov Mikhail V.
Cand. Sci. (Econ.); associate professor, Department KB-9
MIREA – Russian Technological University
Moscow, Russian Federation Mityakov Evgenii S. Dr. Sci. (Econ.), Professor; Professor, Department KB-9; MIREA – Russian Technological University; Moscow, Russian Federation
MIREA – Russian Technological University
Moscow, Russian Federation Mityakov Evgenii S. Dr. Sci. (Econ.), Professor; Professor, Department KB-9; MIREA – Russian Technological University; Moscow, Russian Federation
Abstract:
The article presents a model of the knowledge base for managing the sustainable development of industrial ecosystems. The knowledge base is a semantic model that describes the industrial ecosystem and allows answering such questions of the subject area, the answers to which are not explicitly present in the base. The model, based on the ontological approach, integrates data on the interaction of ecosystem participants, processes, products and resources, and is aimed at optimizing these interactions to achieve sustainable development. The work identifies the classes of the model (the main entities of the subject area) and establishes the relationships between them, provides a composition of the functional modules of the knowledge base, which provides a fairly complete picture of industrial ecosystems and sustainable development management processes. The article presents testing of the model for assessing the dynamics of ecosystem sustainability based on the interaction of three companies. Modeling takes into account the influence of resources and external factors, which allows calculating the overall index of ecosystem sustainability. The results showed that companies with a high level of cooperation demonstrate a significant increase in resilience. The conclusion of the work emphasizes the need for further improvement of the model, taking into account real data and additional factors of uncertainty and variability inherent in industrial ecosystems.
How to Cite:
Smirnov M.V., Mityakov E.S. Development of a Knowledge Base Model for Managing Sustainable Development of Industrial Ecosystems. Computational Nanotechnology. 2025. Vol. 12. No. 1. Pp. 129–137. (In Rus.). DOI: 10.33693/2313-223X-2025-12-1-129-137. EDN: MNTYLN
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Nawaz W., Koç M. Development of a systematic framework for sustainability management of organizations. Journal of Cleaner Production. 2018. Vol. 171. Pp. 1255–1274. DOI: 10.1016/J.JCLEPRO.2017.10.011.
Martins V., Rampasso I., Anholon R. et al. Knowledge management in the context of sustainability: Literature review and opportunities for future research. Journal of Cleaner Production. 2019. Vol. 229. Pp. 489–500. DOI: 10.1016/J.JCLEPRO.2019.04.354.
Sanguankaew P., Ractham V. Bibliometric review of research on knowledge management and sustainability, 1994–2018. Sustainability. 2019. No. 11 (16). Art. 4388. DOI: 10.3390/SU11164388.
Bencsik A. Sustainable management based on sustainable knowledge. European Conference on Management Leadership and Governance. 2022. Vol. 18. No. 1. Pp. 34–44. DOI: 10.34190/ecmlg.18.1.734.
Rajeev A., Pati R., Padhi S., Govindan K. Evolution of sustainability in supply chain management: A literature review. Journal of Cleaner Production. 2017. Vol. 162. Pp. 299–314. DOI: 10.1016/J.JCLEPRO.2017.05.026.
Hallinger P. A meta-synthesis of bibliometric reviews of research on managing for sustainability, 1982–2019. Sustainability. 2021. No. 13 (6). Art. 3469. DOI: 10.3390/SU13063469.
Traxler A., Schrack D., Greiling D. Sustainability reporting and management control – a systematic exploratory literature review. Journal of Cleaner Production. 2020. No. 276. Art. 122725. DOI: 10.1016/j.jclepro.2020.122725.
Kurlov A., Gulevitsky A. Database development of the management innovative activity in the industrial enterprise. Automation and Modeling in Design and Management. 2018. Vol. 2018. No. 1. DOI: 10.30987/ARTICLE_5BFD98C5201194.57523424.
Piccarozzi M., Aquilani B., Gatti C. Industry 4.0 in management studies: A systematic literature review. Sustainability. 2018. Vol. 10 (10). Art. 3821. DOI: 10.3390/SU10103821.
Li Zhou, Wenjun Xie, Tao Huang. Industrial investment database: Concept, characteristics and practical application. In: International Conference on Intelligent Computing, Automation and Applications (ICAA). 2021. Pp. 776–779. DOI: 10.1109/ICAA53760.2021.00141.
Saarikoski H., Primmer E., Saarela S. et al. Institutional challenges in putting ecosystem service knowledge in practice. Ecosystem Services. 2017. Vol. 29. Pp. 579–598. DOI: 10.1016/J.ECOSER.2017.07.019.
DeFries R., Nagendra H. Ecosystem management as a wicked problem. Science. 2017. Vol. 356. Issue 6335. Pp. 265–270. DOI: 10.1126/science.aal1950.
Villa F., Wilson M., Groot R. et al. Designing an integrated knowledge base to support ecosystem services valuation. Ecological Economics, 2002. Vol. 41. Pp. 445–456. DOI: 10.1016/S0921-8009(02)00093-9.
Andrade R., Pinheiro P., Carvalho L., Rocha R. Building a bridge: Knowledge sharing flows into entrepreneurial ecosystems. Journal of Open Innovation: Technology. Market, and Complexity. 2022. Vol. 8. Issue 3. DOI: 10.3390/joitmc8030144.
Bezginova Yu.A., Garanina T.A., Kudryavtsev D.V., Pleshkova A.Yu. Knowledge management practices in oil companies. Open Education. 2018. Vol. 22. No. 6. Pp. 27–38. (In Rus.). ISSN: 1818-4243.
Lakhin O.I. Principles of construction of the knowledge management system of the enterprises of the rocket and space industry. Ontology of designing. 2017. Vol. 7. No. 3. Pp. 270–283. (In Rus.). ISSN: 2313-1039.
Keywords:
knowledge base, ontological approach, knowledge management, sustainable development, industrial ecosystems, participant interactions.
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