Rancang Bangun Sistem Manajemen Aset Berbasis RFID dengan Penentuan Prioritas Pemeliharaan Menggunakan Fuzzy-MARCOS
(Studi Kasus: Bidang TIK Polda Sumatera Barat)
DOI:
https://doi.org/10.55606/jtmei.v5i1.6083Keywords:
Asset Maintenance, Asset Management System, Fuzzy-MARCOS, MCDM, RFIDAbstract
The management of State-Owned Assets (Barang Milik Negara/BMN) at the ICT Division of the West Sumatra Regional Police faces three fundamental challenges: reliance on error-prone manual recording, data inconsistencies between official government systems (SAKTI and SIMAN) and actual field conditions, and the absence of an objective mechanism for determining asset maintenance priorities. This study designs and develops a web-based asset management system integrating Radio Frequency Identification (RFID) Portable Handheld Reader technology with the Fuzzy-MARCOS (Measurement Alternatives and Ranking according to Compromise Solution) method as a Decision Support System (DSS) for multi-criteria maintenance prioritization, developed using the Prototype methodology with Laravel and React frameworks. The results demonstrate that the system successfully automates real-time asset location tracking through RFID integration, improves the efficiency of asset data management, generates accurate maintenance priority scores via the Fuzzy-MARCOS algorithm with zero deviation from manual calculations, and achieves a 100% functional success rate across all system modules. The integration of RFID Handheld technology and Fuzzy-MARCOS within a single unified platform for government BMN asset management constitutes the novelty of this study, with strong potential as a digital asset governance model supporting e-government implementation in law enforcement institutions.
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References
Akbari, M. (2025). RFID-based asset tracking in oil and gas operations: Efficiency and safety implications. Journal of Industrial Operations Technology, 12(1), 45–62.
Alamsyah, I. R., & Toar, H. (2022). Pengelolaan Aset Berbasis Website pada Sistem Pendeteksi Aset Berbasis Internet of Things. Journal of Applied Electrical Engineering, 6(2), 45–52. https://doi.org/10.30871/jaee.v6i2.4520
Ali, Y., Khan, A. U., & Khan, S. (2023). Process safety assessment using a hybrid Fuzzy-MARCOS approach: A case of the chemical industry. Process Safety and Environmental Protection, 170, 545–558. https://doi.org/10.1016/j.psep.2022.12.036
Ameen, D. M., Shareef, M., & Aminifar, S. (2022). Uncertainty handling in big data using Fuzzy logic. Journal of Soft Computing and Data Mining, 3(1), 12–22. https://doi.org/10.30880/jscdm.2022.03.01.002
Ardiansyah, M. (2022). Penggunaan Long-Range RFID Reader untuk Mempermudah Asset Management System Sekolah. Jurnal Informatika Universitas Pamulang. https://doi.org/10.32493/informatika.v2i3.1444
Ashidiqi, R., & Hanafi, M. (2025). RFID-based asset maintenance system in industrial environments. Journal of Business and Management Sciences, 9(2), 112–127. https://al-kindipublishers.org/index.php/jbms/article/view/9864
Bakır, M., & Akan, Ş. (2023). Evaluation of e-service quality in the airline industry using the Fuzzy MARCOS method. Decision Making: Applications in Management and Engineering, 6(1), 160–183. https://doi.org/10.31181/dmame0319062022b
BPK RI. (2023). Ikhtisar Hasil Pemeriksaan Semester I Tahun 2023. Badan Pemeriksa Keuangan Republik Indonesia.
Chrysafiadi, K., Kontogianni, A., Virvou, M., & Alepis, E. (2025). Enhancing user experience in smart tourism via Fuzzy logic-based personalization. Mathematics, 13(5), 846. https://doi.org/10.3390/math13050846
Ecer, F., Pamucar, D., Mardani, A., & Alrasheedi, M. (2022). Assessment of renewable energy resources using new interval rough number extension of the MARCOS method. Computers & Industrial Engineering, 171, 108424. https://doi.org/10.1016/j.cie.2022.108424
Fairuzabadi, A., & Afrianto, E. (2025). The role of digital technology in sustainable public asset management in Malang City. Pangripta Journal, 9(1), 45–60. https://doi.org/10.58411/eb5hta18
Firmansyah, A. (2024). Analisis efisiensi sistem inventaris manual dan digital pada lembaga publik. Dinasti International Journal of Digital Business Management, 5(4), 87–96. https://dinastipub.org/DIJDBM/article/view/1785
Hansen, C. A., Arlitt, R., Eifler, T., & Deininger, M. (2022). Design by Prototyping: Increasing Agility in Mechatronic Product Design through Prototyping Sprints. Proceedings of the Design Society, 2, 201–210. https://doi.org/10.1017/pds.2022.22
Ilin, I. V., Trifonova, N. V., & Khusainov, B. D. (2022). Digital transformation in Russian transport companies. In Lecture Notes in Networks and Systems (Vol. 627, pp. 812–826). Springer. https://doi.org/10.1007/978-3-031-32719-3_72
Juliansyah, R., & Amalia, R. (2025). Evaluasi Digitalisasi Pengelolaan Aset Negara: Studi Aplikasi SIMAN V2. Simtek: Jurnal Sistem Informasi dan Teknik Komputer, 10(2), 304–308. https://ejournal.catursakti.ac.id/index.php/simtek/article/view/1580
Junaidi. (2023). Implementasi Fuzzy Logic Dengan Metode Mamdani Untuk Sistem Pendukung Keputusan Kinerja Dosen. Jurnal Information System, 3(1), 17–27. https://doi.org/10.61488/jis.v3i1.256
Kementerian Keuangan Republik Indonesia. (2023). Peraturan Menteri Keuangan Nomor 118/PMK.06/2023 tentang Pedoman Pengelolaan Barang Milik Negara. https://jdih.kemenkeu.go.id/dok/pmk-118-tahun-2023
Kementerian Keuangan Republik Indonesia. (2024). Peraturan Menteri Keuangan Nomor 120/PMK.06/2024 tentang Pedoman Pengelolaan Barang Milik Negara. https://jdih.kemenkeu.go.id/dok/pmk-120-tahun-2024/summary
Khan, F., & Ali, Y. (2022). Implementation of the circular supply chain management in the pharmaceutical industry. Environment, Development and Sustainability, 24(9), 10695–10716. https://doi.org/10.1007/s10668-021-02007-6
Kharola, S., Ram, M., Mangla, S. K., & Kazancoglu, Y. (2023). Advances in soft computing applications. CRC Press/Taylor & Francis. https://doi.org/10.1201/9781003425885
Kumar Behera, R. K., & Beura, S. (2023). Multi-criteria decision making methods: A review. International Journal of Advanced Research in Science, Engineering and Technology, 10(4), 20114–20121.
Lubis, M. H. (2023). Efektivitas Tata Kelola Barang Milik Negara (BMN) pada Kantor Kementerian Agama Kota Binjai. Jurnal Ilmiah Gema Perencana, 3(1), 45–54.
Mahendra, A., Kristian, B., & Serliyawati, E. (2024). Penerapan logika Fuzzy guna menggali minat dan bakat calon mahasiswa dalam bidang komputer. MDP Student Conference (MSC), 3(1), 18–25. https://doi.org/10.35957/mdp-sc.v3i1.7263
Marfudin, M. (2024). Pengaruh Penatausahaan BMN dan Sistem SAKTI/SIMAN terhadap Akurasi Laporan Aset. Jurnal Manajemen Bisnis dan Keuangan, 12(1), 55–67.
Milošević, M. R., Nikolić, M. M., & Dimić, V. (2025). Enhancing efficiency in sustainable IoT enterprises: Modeling indicators using Pythagorean Fuzzy and interval grey approaches. Sustainability, 17(15), 7143. https://doi.org/10.3390/su17157143
Nanang, R., Susilawati, C., & Skitmore, M. (2023). Toward a public sector asset optimization strategy: The case of Indonesia. Construction Innovation: Information, Process, Management, 23(4), 812–829.
Obaid, A. (2024). Using Prototypes in Agile Software Development. International Journal of Computers and Informatics. https://doi.org/10.59992/ijci.2024.v3n2p2
Pramoedya, Z. I., Darmawan, B., & Rahman, A. Z. (2024). Perancangan dan Pembuatan Alat Simulator RFID Berbasis Arduino untuk Optimalisasi Inventaris Gudang. Jurnal Teknik Industri Terintegrasi, 8(4), 233–242.
Prasetyo, A., & Waspada, G. (2023). Penerapan Multi-Criteria Decision Making (MCDM) dalam Penentuan Prioritas Pengembangan Produk. Jurnal Sains Komputer & Informatika, 7(1), 12–20.
Pressman, R. S., & Maxim, B. R. (2020). Software Engineering: A Practitioner's Approach (9th ed.). McGraw-Hill Education.
Puška, A., Stević, Ž., & Pamučar, D. (2023). Sustainable supplier selection in the logistics industry: A comparison of the MARCOS method with other MCDM methods. Sustainability, 15(4), 3062. https://doi.org/10.3390/su15043062
Salih, Y. A., & Ibrahim, H. Z. (2023). CR-Fuzzy sets and their applications. Journal of Mathematics and Computer Science, 28(2), 171–181.
Salman, M. (2024). Criticality-based management of facility assets. Journal of Facilities Management, 22(1), 74–89.
Santosa, A., Kurniawan, A., & Rahmadana, G. A. (2023). Pengaruh Penerapan SAKTI terhadap Efisiensi dan Akuntabilitas Pelaporan Keuangan Pemerintah. Economics and Policy Journal, 8(1).
Sarasi, V., Chaerudin, R., & Nurfauzia, A. (2024). RFID technology in logistics and warehousing: Inventory efficiency and asset loss reduction. International Journal of Supply Chain Management, 13(2), 55–67.
Sharma, V., Jamwal, A., & Agrawal, R. (2025). A review on digital transformation in healthcare waste management: Applications, research trends, and implications. Waste Management & Research, 43(2), 451–465. https://doi.org/10.1177/0734242X241285420
Shull, A. (2024). RFID Handheld Reader applications in industrial asset management: A comprehensive review. Journal of Industrial Technology, 40(3), 22–35.
Tranggana, T. (2024). Evaluasi pengelolaan Barang Milik Negara (BMN): Studi pada penggunaan SIMAN dan SIMAK-BMN. URA: Jurnal Riset Akuntansi, 2(2), 85–94. https://doi.org/10.54066/jura-itb.v2i2.1720
Utomo, B. S. (2023). Optimalisasi Barang Milik Negara: Penelitian Konsep Capital Charge dalam Perspektif Peningkatan Efisiensi Penggunaan Aset Pemerintah. Jurnal Reviu Akuntansi dan Keuangan, 13(3).
Wassan, A. N., & Kalwar, M. A. (2025). The role of Logistics 4.0 and Industry 4.0 in promoting sustainable operations and performance. International Journal of Business Research and Development, 14(1), 23–37.
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Copyright (c) 2026 Muhammad Fatieh Akram Faritshi, Ahmaddul Hadi, Denny Kurniadi, Randi Proska Sandra
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