BLUEGENIC: Transforming marine plastic waste through AI drone surveillance as a solution for sustainable energy and maritime security

Authors

  • Sendi Kurnia Putra Department of Public Administration, Faculty of Social and Political Sciences, Universitas Maritim Raja Ali Haji, Tanjungpinang, Riau Islands, 29111, Indonesia
  • Nur Hafifa Department of Public Administration, Faculty of Social and Political Sciences, Universitas Maritim Raja Ali Haji, Tanjungpinang, Riau Islands, 29111, Indonesia

DOI:

https://doi.org/10.61511/jimese.v3i1.2025.2286

Keywords:

AI drones, alternative energy, marine plastic waste, maritime security, pyrolysis

Abstract

Background: The issue of marine plastic waste has become a tangible threat to the sustainability of marine ecosystems and national maritime security. This study aims to develop BLUEGENIC, a technology-based innovation that integrates marine surveillance using artificial intelligence (AI)-powered drones with the conversion of plastic waste into alternative fuel. Methods: The research employed a Research and Development (R&D) approach through several stages, including needs analysis, system design, concept testing, and validation of implementation potential. Findings: The results indicate that the routine deployment of AI drones in priority maritime areas can map between 50–200 tons of marine plastic waste annually. The collected waste is then processed using the pyrolysis method, capable of producing 13,000–14,000 liters of alternative fuel per month from approximately 16.7 tons of plastic. In addition to contributing to waste reduction and clean energy transition, BLUEGENIC engages the younger maritime generation in research, education, and technological operations. Conclusion: The program also demonstrates economic potential through a blue economy approach and offers opportunities for cross-sectoral collaboration. This study emphasizes the importance of regulatory support and stakeholder synergy in the implementation of BLUEGENIC. Novelty/Originality of this article: The novelty lies in the synergy between AI-drone technology and plastic waste–based alternative energy within the framework of sustainable ocean management and the empowerment of young human resources in the maritime sector.

References

Aris Sarjito. (2023). Peran Teknologi Dalam Pembangunan Kemaritiman Indonesia. Jurnal Lemhannas RI, 11(4), 219–236. https://doi.org/10.55960/jlri.v11i4.483

Balsi, M., Moroni, M., & Bouchelaghem, S. (2025). Plastic Litter Detection in the Environment Using Hyperspectral Aerial Remote Sensing and Machine Learning. Remote Sensing, 17(5). https://doi.org/10.3390/rs17050938

Camastra, F., Ciaramella, A., Di Nardo, E., Ferone, A., Maratea, A., Montella, R., & Staiano, A. (2023). AI-based Monitoring of Coastal and Marine Environments. CEUR Workshop Proceedings, 3486, 575–579. https://ceur-ws.org/Vol-3486/117.pdf

Candra, A., Fadillah, F., Diah, A., Widya, N. W., & Abidahsari, I. (2021). Kognisi Pengelolaan Limbah Plastik Terhadap Masyarakat Di Kecamatan Ciputat Kota Tangerang Selatan Sebagai Manifestasi Bela Negara. Jurnal Hukum, 4(2), 47–54. https://jurnal.unej.ac.id/index.php/multijournal/article/view/30477

Dabrowska, J., Sobota, M., Swiader, M., Borowski, P., Moryl, A., Stodolak, R., Kucharczak, E., Zieba, Z., & Kazak, J. K. (2021). Marine waste-sources, fate, risks, challenges and research needs. International Journal of Environmental Research and Public Health, 18(2), 1–17. https://doi.org/10.3390/ijerph18020433

Ditria, E. M., Buelow, C. A., Gonzalez-Rivero, M., & Connolly, R. M. (2022). Artificial intelligence and automated monitoring for assisting conservation of marine ecosystems: A perspective. Frontiers in Marine Science, 9(July), 1–14. https://doi.org/10.3389/fmars.2022.918104

Duangsuwan, S., & Prapruetdee, P. (2024). Drone-Enabled AI Edge Computing and 5G Communication Network for Real-Time Coastal Litter Detection. Drones, 8(12). https://doi.org/10.3390/drones8120750

Elisha, D. O., & Felix, M. J. (2021). Destruction of Coastal Ecosystems and the vicious cycle of poverty in niger delta region. Journal of Global Agriculture and Ecology, 11(2), 7–24. https://ikprress.org/index.php/JOGAE/article/view/6602

Escobar-Sánchez, G., Haseler, M., Oppelt, N., & Schernewski, G. (2021). Efficiency of Aerial Drones for Macrolitter Monitoring on Baltic Sea Beaches. Frontiers in Environmental Science, 8(January), 1–18. https://doi.org/10.3389/fenvs.2020.560237

Escobar-Sánchez, G., Markfort, G., Berghald, M., Ritzenhofen, L., & Schernewski, G. (2022). Aerial and underwater drones for marine litter monitoring in shallow coastal waters: factors influencing item detection and cost-efficiency. Environmental Monitoring and Assessment, 194(12). https://doi.org/10.1007/s10661-022-10519-5

Faussone, G. C., & Cecchi, T. (2022). Chemical Recycling of Plastic Marine Litter: First Analytical Characterization of The Pyrolysis Oil and of Its Fractions and Comparison with a Commercial Marine Gasoil. Sustainability (Switzerland), 14(3). https://doi.org/10.3390/su14031235

Goddijn‐murphy, L., Williamson, B. J., McIlvenny, J., & Corradi, P. (2022). Using a UAV Thermal Infrared Camera for Monitoring Floating Marine Plastic Litter. Remote Sensing, 14(13), 1–25. https://doi.org/10.3390/rs14133179

Guggisberg, S. (2024). Finding equitable solutions to the land-based sources of marine plastic pollution: Sovereignty as a double-edged sword. Marine Policy, 159(October 2023). https://doi.org/10.1016/j.marpol.2023.105960

Harasyn, M. L., Chan, W. S., Ausen, E. L., & Barber, D. G. (2022). Detection and tracking of belugas, kayaks and motorized boats in drone video using deep learning1. Drone Systems and Applications, 10(1), 77–96. https://doi.org/10.1139/juvs-2021-0024

Kamaruddin, H., Maskun, Patittingi, F., Assidiq, H., Bachril, S. N., & Al Mukarramah, N. H. (2022). Legal Aspect of Plastic Waste Management in Indonesia and Malaysia: Addressing Marine Plastic Debris. Sustainability (Switzerland), 14(12), 1–17. https://doi.org/10.3390/su14126985

Medaiyese, F. J., Nasriani, H. R., Khajenoori, L., Khan, K., & Badiei, A. (2024). From Waste to Energy: Enhancing Fuel and Hydrogen Production through Pyrolysis and In-Line Reforming of Plastic Wastes. Sustainability (Switzerland), 16(12). https://doi.org/10.3390/su16124973

Nadine Pratiwi Kadir Maricar, & Wira Atman. (2025). Transformasi Keamanan Maritim Indonesia melalui Penerapan Teknologi Blockchain. Jurnal Ilmu Komunikasi, Administrasi Publik Dan Kebijakan Negara, 2(3), 84–101. https://doi.org/10.62383/komunikasi.v2i3.448

Nasriani, H. R., & Jamiolahmady, M. (2024). Optimising Flowback Strategies in Unconventional Reservoirs: The Critical Role of Capillary Forces and Fluid Dynamics. Energies, 17(23). https://doi.org/10.3390/en17235822

O’Connor, R. J., Spalding, A. K., Bowers, A. W., & Ardoin, N. M. (2024). Power and participation: A systematic review of marine protected area engagement through participatory science Methods. Marine Policy, 163(September 2023), 106133. https://doi.org/10.1016/j.marpol.2024.106133

Petrovski, A., & Radovanović, M. (2022). Application of Drones With Artificial Intelligence for Military Purposes. 10 Th International Scientific Conference Od Defensive Technologies -OTEH, October 2022, 92–100. https://doi.org/10.5937/STR2102026R

Pfeiffer, R., Valentino, G., D’Amico, S., Piroddi, L., Galone, L., Calleja, S., Farrugia, R. A., & Colica, E. (2023). Use of UAVs and Deep Learning for Beach Litter Monitoring. Electronics (Switzerland), 12(1), 1–17. https://doi.org/10.3390/electronics12010198

Phelan, A. A., Ross, H., Setianto, N. A., Fielding, K., & Pradipta, L. (2020). Ocean plastic crisis—Mental models of plastic pollution from remote Indonesian coastal communities. PLoS ONE, 15(7 July), 1–29. https://doi.org/10.1371/journal.pone.0236149

Pietruszka-Ortyl, A., Ćwiek, M., Ziębicki, B., & Wójcik-Karpacz, A. (2021). Organizational culture as a prerequisite for knowledge transfer among it professionals: The case of energy companies. Energies, 14(23). https://doi.org/10.3390/en14238139

Ramos, E., Lopes, A. G., & Mendonça, F. (2024). Application of Machine Learning in Plastic Waste Detection and Classification: A Systematic Review. Processes, 12(8), 1–19. https://doi.org/10.3390/pr12081632

Salsabila, N. D., & Rudiany, N. P. (2025). Indonesia’s Foreign Policy in the Formulation of the ASEAN Regional Action Plan for Combating Marine Debris in the ASEAN Member States in 2021. IOP Conference Series: Earth and Environmental Science, 1515(1). https://doi.org/10.1088/1755-1315/1515/1/012010

Sinzinkayo, P. (2023). Impact des dépenses publiques en R&D sur la production végétale au Burundi. Revue Francaise d’Economie et de Gestion, 4(2023), 392–408. https://www.revuefreg.fr/index.php/home/article/view/1284

Sohan, M., Sai Ram, T., & Rami Reddy, C. V. (2024). A Review on YOLOv8 and Its Advancements. January, 529–545. https://doi.org/10.1007/978-981-99-7962-2_39

Sui, L., Wang, J., Yang, X., & Wang, Z. (2020). Spatial-temporal characteristics of coastline changes in Indonesia from 1990 to 2018. Sustainability (Switzerland), 12(8), 1–28. https://doi.org/10.3390/SU12083242

Wang, J., Zhou, K., Xing, W., Li, H., & Yang, Z. (2023). Applications, Evolutions, and Challenges of Drones in Maritime Transport. Journal of Marine Science and Engineering, 11(11). https://doi.org/10.3390/jmse11112056

Zainuddin, F. (2023). Peran Produsen dalam Mengurangi Sampah Plastik. Bahtera Inovasi, 7(2), 56–64. https://doi.org/10.31629/bi.v7i2.6659

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Published

2025-07-31

How to Cite

Putra, S. K., & Hafifa, N. (2025). BLUEGENIC: Transforming marine plastic waste through AI drone surveillance as a solution for sustainable energy and maritime security . Journal of Innovation Materials, Energy, and Sustainable Engineering, 3(1), 91–106. https://doi.org/10.61511/jimese.v3i1.2025.2286

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