Component-oriented modeling of logistics processes of disposal of high-tech products

Liudmyla Lutai

Abstract


The subject of this study is methods, models, and information technologies that are implemented in the processes of recycling complex technical systems. The object of this study is the processes of the recycling stage of complex technical systems. After the decommissioning of high-tech products, the technical systems transition to the next stage of the life cycle – recycling. Special types of complex equipment that require recycling with the involvement of recycling organizations include: military equipment, medical equipment, sources of ionizing radiation and X-rays, aviation equipment, industrial equipment, etc. Therefore, it is relevant to research the creation of a component-oriented method for analyzing the processes of recycling high-tech products. Utilization of aviation equipment includes the recycling of not only aircraft and their structural elements, but also relevant devices and equipment. Tasks: to systematically investigate the logistics of recycling high-tech products; to develop a method of component-oriented recycling for the recycling of high-tech products; to conduct a study of the logistics processes of disposal using a multi-agent model; to form the logistics of storage and use of disposed components of high-tech products. The purpose of this study is to develop a modern approach to the interaction of logistics processes of the disposal stage of a high-tech product within its life cycle, as well as an optimization component-oriented method of disposal of aviation equipment based on system analysis. The following mathematical models and methods were used: system analysis, optimization, integer (Boolean) programming, expert assessments, multi-agent modeling. By decomposition, a high-tech product that is at the disposal stage is divided into smaller parts to effectively implement the recycling process at this stage of the product's life cycle. The proposed model for assessing the efficiency of the warehouse of aviation equipment components allows you to optimize the characteristics of the warehouse that stores components by determining the optimal size of the warehouse and its configuration.

Keywords


aviation technology; utilization of high-tech products; recycling; virtual enterprise; multi-agent modeling; logistics processes

References


Scheelhaase, J., Müller, L., Ennen, D., & Grimme, W. Economic and Environmental Aspects of Aircraft Recycling. Transportation Research Procedia, 2022, vol. 65, pp. 3-12. DOI: 10.1016/j.trpro.2022.11.002.

Khan, W. S., Asmatulu, E., Uddin, N., & Asmatulu, R. Recycling and reusing of aircraft. Recycling and Reusing of Engineering Materials, 2022, pp. 233-254. DOI: 10.1016/B978-0-12-822461-8.00014-0.

Zahedi, H., Mascle, C., & Baptiste, P. A multi-variable analysis of aircraft structure disassembly – A technico-economic approach to increase the recycling performance. Sustainable Materials and Technologies, 2021, vol. 29, article no. e00316. DOI: 10.1016/j.susmat.2021.e00316.

Islam, M. M., Mahmudul Alam, M., & Sohag, K. Recycling through technology diffusion for circular economy in Europe: A decomposed assessment. Technological Forecasting and Social Change, 2025, vol. 214, article no. 124052. DOI: 10.1016/j.techfore.2025.124052.

Espeute, E., Martinez-Diaz, D., Vázquez Sánchez, P., Martín, Z., Del Rosario, G., Jiménez-Suárez, A., & Prolongo, S. G. Smart electroactive self-repairable coating involving end-of-life aircraft prepregs by mechanical recycling. Journal of Cleaner Production, 2024, vol. 469, article no. 143111. DOI: 10.1016/j.jclepro.2024.143111.

Du, S., Zhang, S., Wang, J., Wang, M., Lv, Z., Xu, Z., Ma, L., Liu, C., Wang, J., Liu, J., & Liu, B. Sustainable recycling of aluminum scraps to recycled aerospace-grade 7075 aluminum alloy sheets. Sustainable Materials and Technologies, 2024, vol. 41, article no. e01100. DOI: 10.1016/j.susmat.2024.e01100.

Lin, R., Liu, B., Zhang, J., & Zhang, S. Microstructure evolution and properties of 7075 aluminum alloy recycled from scrap aircraft aluminum alloys. Journal of Materials Research and Technology, 2022, vol. 19, pp. 354-367. DOI: 10.1016/j.jmrt.2022.05.011.

Özbek, Y., Al-Nadhari, A., Eskizeybek, V., Yıldız, M., & Şaş, H. S. Influence of strand size and morphology on the mechanical performance of recycled CF/PEKK composites: Harnessing waste for aerospace secondary load-bearing applications. Composites Part B: Engineering, 2025, vol. 296, article no. 112232. DOI: 10.1016/j.compositesb.2025.112232.

Al-Alimi, S., Yusuf, N. K., Ghaleb, A. M., Lajis, M. A., Shamsudin, S., Zhou, W., Altharan, Y. M., Abdulwahab, H. S., Saif, Y., Didane, D. H., S T T, I., & Adam, A. Recycling aluminium for sustainable development: A review of different processing technologies in green manufacturing. Results in Engineering, 2024, vol. 23, article no. 102566. DOI: 10.1016/j.rineng.2024.102566.

Habib, A., Subeshan, B., Kalyanakumar, C., Asmatulu, R., Rahman, M. M., &·Asmatulu, E. Current Practices in Recycling and Reusing of Aircraft Materials and Equipment. Materials Circular Economy, 2025, vol. 7. DOI: 10.1007/s42824-025-00165-w.

Oliveira, J., & Espadinha-Cruz, P. Additive Manufacturing adoption in aviation: A literature review. Procedia Computer Science, 2025, vol. 253, pp. 892-901. DOI: 10.1016/j.procs.2025.01.151.

Xu, X., Peng, G., Zhang, B., Shi, F., Gao, L., & Gao, J. Material performance, manufacturing methods, and engineering applications in aviation of carbon fiber reinforced polymers: A comprehensive review. Thin-Walled Structures, 2025, vol. 209, article no. 112899. DOI: 10.1016/j.tws.2024.112899.

Ramawat, N., Sharma, N., Yamba, P., & Sanidhi, M. A T. Recycling of polymer-matrix composites used in the aerospace industry-A comprehensive review. Materials Today: Proceedings, 2023. DOI: 10.1016/j.matpr.2023.05.386.

Ankhi, I. J., Hossain, G. A., Faisal, A. K. M., Hasan, M. R.-U., Barua, S., & Masud, M. H. Material flow analysis and risk evaluation of informal and formal E-waste recycling processes in Bangladesh: Towards sustainable management strategies. Journal of Cleaner Production, 2025, article no. 145090. DOI: 10.1016/j.jclepro.2025.145090.

Feng, J., Liu, W., & Chen, F. Moving towards a circular economy: A systematic review of barriers to electric vehicle battery recycling. Sustainable Production and Consumption, 2025, vol. 54, pp. 241-260. DOI: 10.1016/j.spc.2025.01.006.

Wang, Y., Fan, R., Chen, R., Xie, X., & Ke, C. Exploring the coevolution dynamics of residents and recyclers in electric vehicle battery recycling decisions on the two-layer heterogeneous complex networks. Applied Energy, 2025, vol. 382, article no. 125235. DOI: 10.1016/j.apenergy.2024.125235.

Bhoi, N. K., Patel, M., Kamarapu, S. K., & Kushwaha, P. Advancing sustainable electronic waste management: An overview of mechatronics solutions for health, environment, and recycling. Chemosphere, 2025, vol. 383, article no. 144501. DOI: 10.1016/j.chemosphere.2025.144501.

Kumar, B., Kumar, J., Amjad, A. Q., Kumar, L., & Sassanelli, C. Sustainable aviation finance: Integration of environmental impact mitigation and green investment strategies. Research in Transportation Business & Management, 2025, vol. 61, article no. 101410. DOI: 10.1016/j.rtbm.2025.101410.

Abrantes, I., Ferreira, A. F., Magalhães, L. B., Costa, M., & Silva, A. The impact of revolutionary aircraft designs on global aviation emissions. Renewable Energy, 2024, vol. 223, article no. 119937. DOI:10.1016/j.renene.2024.119937.

Whittle, J. W., Callander, K., Akure, M., Kachwala, F., & Koh, S.C.L. A new high-level life cycle assessment framework for evaluating environmental performance: An aviation case study. Journal of Cleaner Production, 2024, vol. 471, article no. 143440. DOI: 10.1016/j.jclepro.2024.143440.

Boichenko, S., Yakovlieva, A., Zubenko, S, Konovalov S., Shkilniuk, I., Artyukhov, A., Wit, B., Czarnocki, K., & Wołowiec, T. Properties of Components of Renewable Motor Fuel Based on Plant Oils and Assessment of Their Compatibility with Traditional Fuels. Energies, 2024, vol. 17(24), article no. 6390. DOI: 10.3390/en17246390.

Yang, D., Wang, M., Luo, F., Liu, W., Chen, L., & Li, X. Evaluating the recycling potential and economic benefits of end-of-life power batteries in China based on different scenarios. Sustainable Production and Consumption, 2024, vol. 47, pp. 145-155. DOI: 10.1016/j.spc.2024.04.001.

Srinivasan, S., Shanthakumar, S., & Ashok, B. Sustainable lithium-ion battery recycling: A review on technologies, regulatory approaches and future trends. Energy Reports, 2025, vol. 13, pp. 789-812. DOI: 10.1016/j.egyr.2024.12.043.

Liu, B., Li, M., Chen, J., & Sun, Z. Projected waste and recycling potential of China’s photovoltaic industry. Waste Management, 2025, vol. 191, pp. 264-273. DOI: 10.1016/j.wasman.2024.11.022.

Frolova, M., Osorio-Aravena, J. C., Pérez-Pérez, B., & Pasqualetti, M. J. Abandoning renewable energy projects in Europe and South America: An emerging consideration in the recycling of energy landscapes. Energy for Sustainable Development, 2025, vol. 85, article no. 101676. DOI: 10.1016/j.esd.2025.101676.

Li, H.,Wu, Y., Gu, Y., Yang, H., Bian, Z., Song, H., Zhou, G., & Yuan, Q. Sustainability assessment of multi-life cycle recycling of copper based on the economic, resource and carbon criteria. Sustainable Production and Consumption, 2025, vol. 54, pp. 476-486. DOI: 10.1016/j.spc.2025.01.016.

Ding, Z., Wang, X., & Zou, P. X.W. Barriers and countermeasures of construction and demolition waste recycling enterprises under circular economy. Journal of Cleaner Production, 2023, vol. 420, article no. 138235. DOI: 10.1016/j.jclepro.2023.138235.

Sobchak, A., Lutai, L., & Fedorenko, M. Development of information technology elements for decision-making support aimed at re-structuring production at virtual instrument-making enterprises. Eastern-European Journal of Enterprise Technologies, 2019, no. 5/4 (101), pp. 53-62. DOI: 10.15587/1729-4061.2019.182039.

Fedorovich, O., Lutai, L., Kompanets, V., & Bahaiev, I. The Creation of an Optimisation Component-Oriented Model for the Formation of the Architecture of Science-Based Products. Integrated Computer Technologies in Mechanical Engineering – 2023. ICTM 2023. Lecture Notes in Networks and Systems, Springer, Cham, 2024, vol. 996, pp. 415-426. DOI: 10.1007/978-3-031-60549-9_31.

Fedorovich, O., Lutai, L., Trishch, R., Zabolotnyi, О., Khomiak, E., & Nikitin, A. Models for Reducing the Duration and Cost of the Aviation Equipment Diagnostics Process Using the Decomposition of the Component Architecture of a Complex Product. Information Technology for Education, Science, and Technics. ITEST 2024. Lecture Notes on Data Engineering and Communications Technologies, Springer, Cham, 2024, vol. 221, pp. 108-125. DOI: 10.1007/978-3-031-71801-4_9.

Fedorovich, O., Lutai, L., Uruskiy, O., Gubka, S., & Leshchenko, Y. Models and information technology of aging management of man-made systems in the conditions of modern risks. Radioelectronic and Computer Systems, 2024, no. 3 (111), pp. 175-189. DOI: 10.32620/reks.2024.3.12.

Lutai, L. Component models of degradation assessment for recovery of aviation equipment during its maintenance. Management Information System and Devices, 2024, no. 183, pp. 14-35. DOI: 10.30837/0135-1710.2024.183.014.




DOI: https://doi.org/10.32620/aktt.2025.4.10