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UHF-RFID Based Smart Cargo Management and Real Time Tracking Approach

Yıl 2020, Cilt: 3 Sayı: 2, 38 - 45, 22.09.2020
https://doi.org/10.38016/jista.762685

Öz

RFID technology has been developing continuously since its first day and it offers very important advances to its users. RFID tags, which have a very important place in realizing the Internet of Things (IoT) concept, are actively used in many industrial areas today. The most important advantages of these tags are that they can store data, be read remotely, and be used with internet technology. In this paper, it is focused on a different usage aspect of RFID tags. It is aimed to increase the speed, capacity and efficiency by developing the cargo management systems currently used in the proposed system. As it is known, in traditional cargo management systems, barcode or QR code tags are used and these tags are read through a hand terminal. All operations performed in these systems are provided according to the logic of an employee reading the packages and transferring the data to the system in this way. In this proposed approach, it is aimed to use UHF-RFID tags instead of classic barcode or QR code labels. In the system, cargo shipment branches, transportation vehicles and transfer centers are equipped with UHF-RFID reader antennas, allowing the shipments to be read automatically, quickly and safely. With this proposed approach, significant efficiency has been achieved especially in terms of time. This efficiency was confirmed by simulation studies and the obtained results are presented in comparison with classical methods.

Kaynakça

  • Abad, E. et al. (2009) ‘RFID smart tag for traceability and cold chain monitoring of foods: Demonstration in an intercontinental fresh fish logistic chain’, Journal of Food Engineering. Elsevier Ltd, 93(4), pp. 394–399. doi: 10.1016/j.jfoodeng.2009.02.004.
  • Ali, A. and Haseeb, M. (2019) ‘Radio frequency identification (RFID) technology as a strategic tool towards higher performance of supply chain operations in textile and apparel industry of Malaysia’, Uncertain Supply Chain Management, 7(2), pp. 215–226. doi: 10.5267/j.uscm.2018.10.004.
  • Amendola, S. et al. (2014) ‘RFID technology for IoT-based personal healthcare in smart spaces’, IEEE Internet of Things Journal. IEEE, 1(2), pp. 144–152. doi: 10.1109/JIOT.2014.2313981.
  • Bai, H. et al. (2017) ‘Traceability technologies for farm animals and their products in China’, Food Control. Elsevier Ltd, 79, pp. 35–43. doi: 10.1016/j.foodcont.2017.02.040.
  • Baik, N.-J. et al. (no date) ‘A study of Location based Air Logistics Systems with Light-ID and RFID on Drone System for Air Cargo Warehouse Case’, International Journal of Internet, Broadcasting and Communication, 9(4), pp. 31–37.
  • Bibi, F. et al. (2017) ‘A review: RFID technology having sensing aptitudes for food industry and their contribution to tracking and monitoring of food products’, Trends in Food Science and Technology. Elsevier Ltd, 62, pp. 91–103. doi: 10.1016/j.tifs.2017.01.013.
  • Bittencourt, R., Valente, A. M. and Lobo, E. (2018) ‘Introducing a new support model for access control of road cargo vehicles at Brazilian ports through Radio Frequency Identification Technology (RFID)’, Urbe, 10(3), pp. 576–586. doi: 10.1590/2175-3369.010.003.ao06.
  • Chang, Y. S., Son, M. G. and Oh, C. H. (2011) ‘Design and implementation of RFID based air-cargo monitoring system’, Advanced Engineering Informatics. Elsevier Ltd, 25(1), pp. 41–52. doi: 10.1016/j.aei.2010.05.004.
  • Chen, X. et al. (2020) ‘Merging RFID and Blockchain Technologies to Accelerate Big Data Medical Research Based on Physiological Signals’, Journal of Healthcare Engineering, 2020, pp. 1–17. doi: 10.1155/2020/2452683.
  • Dwivedi, A. D. et al. (2019) ‘A decentralized privacy-preserving healthcare blockchain for IoT’, Sensors (Switzerland), 19(2), pp. 1–17. doi: 10.3390/s19020326.
  • Elmastaş, S. (2006) Hub location problem for air-ground transportation systems with time restrictions. doi: 10.16258/j.cnki.1674-5906.2006.01.022.
  • Emenike, C. C., Eyk, N. P. V. and Hoffman, A. J. (2016) ‘Improving Cold Chain Logistics through RFID temperature sensing and Predictive Modelling’, IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC. IEEE, pp. 2331–2338. doi: 10.1109/ITSC.2016.7795932.
  • Fahmy, A. et al. (2019) ‘Role of RFID technology in smart city applications’, 2019 3rd International Conference on Communications, Signal Processing, and their Applications, ICCSPA 2019. IEEE, pp. 1–6. doi: 10.1109/ICCSPA.2019.8713622.
  • Fernández-Caramés, T. et al. (2018) ‘A UAV and Blockchain-Based System for Industry 4.0 Inventory and Traceability Applications’, Proceedings, 4(1), p. 26. doi: 10.3390/ecsa-5-05758.
  • Figueroa, S., Añorga, J. and Arrizabalaga, S. (2019) ‘An attribute-based access control model in RFID systems based on blockchain decentralized applications for healthcare environments’, Computers, 8(3), pp. 1–19. doi: 10.3390/computers8030057.
  • Gandino, F. et al. (2007) ‘Analysis of an RFID-based information system for tracking and tracing in an agri-food chain’, 2007 1st Annual RFID Eurasia, pp. 1–6. doi: 10.1109/RFIDEURASIA.2007.4368112.
  • Giusti, I. et al. (2019) ‘Mitigation of human error consequences in general cargo handler logistics: Impact of RFID implementation’, Computers and Industrial Engineering. Elsevier, 137(September), p. 106038. doi: 10.1016/j.cie.2019.106038.
  • H, M. and Awadalla, A. (2018) ‘Real Time Shipment Tracking System Using RFID’, International Journal of Computers & Technology, 17(1), pp. 7163–7180. doi: 10.24297/ijct.v17i1.7197.
  • Hsu, C. I., Shih, H. H. and Wang, W. C. (2009) ‘Applying RFID to reduce delay in import cargo customs clearance process’, Computers and Industrial Engineering. Elsevier Ltd, 57(2), pp. 506–519. doi: 10.1016/j.cie.2008.02.003.
  • Kavas, A. (2007) ‘Radyo Frekans TanimlamSi̇stemleri̇’, EMO-Elektrik mühendisliği, (430), pp. 74–80.
  • Lee, C. K. M. and Chan, T. M. (2009) ‘Development of RFID-based Reverse Logistics System’, Expert Systems with Applications. Elsevier Ltd, 36(5), pp. 9299–9307. doi: 10.1016/j.eswa.2008.12.002.
  • Linares, D. A., Anumba, C. and Roofigari-Esfahan, N. (2019) ‘Overview of Supporting Technologies for Cyber-Physical Systems Implementation in the AEC Industry’, (June), pp. 495–504. doi: 10.1061/9780784482438.063.
  • Paaske, S. et al. (2017) ‘The benefits and barriers to RFID technology in healthcare’, Online Journal of Nursing Informatics, 21(2), pp. 1–10.
  • Pérez, M. M., Dafonte, C. and Gómez, Á. (2018) ‘Traceability in patient healthcare through the integration of RFID technology in an ICU in a hospital’, Sensors (Switzerland), 18(5). doi: 10.3390/s18051627.
  • Ratnasari, A. and Haji, W. H. (2018) ‘A Preliminary Study of Supply Chain Management for Logistics in Indonesia’, International Journal of Scientific Research in Computer Science, Engineering and Information Technology © 2018 IJSRCSEIT |, 3(6), pp. 311–316.
  • Shi, Y. et al. (2020) ‘A Wi-Fi positioning system for material transport in greenhouses’, Instrumentation Mesure Metrologie, 19(1), pp. 65–72. doi: 10.18280/i2m.190109.
  • Sun, W. et al. (2019) ‘Application of Blockchain and RFID in Anti-counterfeiting Traceability of Liquor’, 2019 IEEE 5th International Conference on Computer and Communications, ICCC 2019. IEEE, pp. 1248–1251. doi: 10.1109/ICCC47050.2019.9064152.
  • Sun, W. et al. (2020) ‘Application of Blockchain and RFID in Anti-counterfeiting Traceability of Liquor’, 2019 IEEE 5th International Conference on Computer and Communications (ICCC). IEEE, pp. 1248–1251. doi: 10.1109/iccc47050.2019.9064152.
  • Tian, F. (2016) ‘An agri-food supply chain traceability system for China based on RFID & blockchain technology’, 2016 13th International Conference on Service Systems and Service Management, ICSSSM 2016. IEEE, pp. 1–6. doi: 10.1109/ICSSSM.2016.7538424.
  • Wang, L. (2018) ‘Application of wireless sensor network and RFID monitoring system in airport logistics’, International Journal of Online Engineering, 14(1), pp. 89–103. doi: 10.3991/ijoe.v14i01.8058.
  • Wu, Y. and Huang, L. (2018) ‘Design of dynamic surveillance system for port bulk cargo entering and leaving the warehouse based on RFID technology’, in ACM International Conference Proceeding Series. New York, New York, USA: Association for Computing Machinery, pp. 615–619. doi: 10.1145/3297156.3297225.

UHF-RFID Tabanlı Akıllı Kargo Yönetimi ve Gerçek Zamanlı Takip Yaklaşımı

Yıl 2020, Cilt: 3 Sayı: 2, 38 - 45, 22.09.2020
https://doi.org/10.38016/jista.762685

Öz

RFID teknolojisi ortaya çıktığı ilk günden beri sürekli olarak gelişim göstermekte ve kullanıcılarına oldukça önemli avatajlar sunmaktadır. Nesnelerin İnterneti (IoT) kavramını gerçekleştirmede oldukça önemli bir yere sahip olan RFID etiketler günümüzde birçok endüstriyel alanda aktif olarak kullanılmaktadır. Bu etiketlerin içerisinde veri depolanabilmesi, uzaktan okunabilmesi ve internet teknolojisi ile beraber kullanılabilmesi en önemli avantajlarındandır. Bu çalışmada ise RFID etiketlerin farklı bir kullanım yönüne odaklanılmıştır. Önerilen sistemde hali hazırda kullanılan kargo yönetim sistemlerinin geliştirilmesi ile hız, kapasite ve verimliliklerinin arttırılması amaçlanmıştır. Bilindiği üzere klasik kargo yönetim sistemlerinde genellikle barkod veya karekod türünde etiketler kullanılmakta ve bu etiketler bir el terminali aracılığıyla okunmaktadır. Bu sistemlerde gerçekleştirilen tüm işlemler sürekli olarak bir çalışanın paketleri okutması ve verilerin sisteme bu yolla aktarılması mantığına göre sağlanmaktadır. Önerilen bu yaklaşımda klasik barkod veya karekod etiketlerinin yerine UHF-RFID etiket kullanılması hedeflenmiştir. Sistemde kargo gönderi şubeleri, taşıma araçları ve transfer merkezleri UHF-RFID okuyucu antenler ile donatılarak, gönderilerin otomatik, hızlı ve güvenli bir şekilde okunabilmesi sağlanmıştır. Önerilen bu yaklaşım ile özellikle zaman yönünden önemli derecede verimlilik sağlanmıştır. Elde edilen bu verimlilik simülasyon çalışmaları ile doğrulanmış ve elde edilen sonuçlar klasik yöntemlerle karşılaştırmalı olarak sunulmuştur.

Kaynakça

  • Abad, E. et al. (2009) ‘RFID smart tag for traceability and cold chain monitoring of foods: Demonstration in an intercontinental fresh fish logistic chain’, Journal of Food Engineering. Elsevier Ltd, 93(4), pp. 394–399. doi: 10.1016/j.jfoodeng.2009.02.004.
  • Ali, A. and Haseeb, M. (2019) ‘Radio frequency identification (RFID) technology as a strategic tool towards higher performance of supply chain operations in textile and apparel industry of Malaysia’, Uncertain Supply Chain Management, 7(2), pp. 215–226. doi: 10.5267/j.uscm.2018.10.004.
  • Amendola, S. et al. (2014) ‘RFID technology for IoT-based personal healthcare in smart spaces’, IEEE Internet of Things Journal. IEEE, 1(2), pp. 144–152. doi: 10.1109/JIOT.2014.2313981.
  • Bai, H. et al. (2017) ‘Traceability technologies for farm animals and their products in China’, Food Control. Elsevier Ltd, 79, pp. 35–43. doi: 10.1016/j.foodcont.2017.02.040.
  • Baik, N.-J. et al. (no date) ‘A study of Location based Air Logistics Systems with Light-ID and RFID on Drone System for Air Cargo Warehouse Case’, International Journal of Internet, Broadcasting and Communication, 9(4), pp. 31–37.
  • Bibi, F. et al. (2017) ‘A review: RFID technology having sensing aptitudes for food industry and their contribution to tracking and monitoring of food products’, Trends in Food Science and Technology. Elsevier Ltd, 62, pp. 91–103. doi: 10.1016/j.tifs.2017.01.013.
  • Bittencourt, R., Valente, A. M. and Lobo, E. (2018) ‘Introducing a new support model for access control of road cargo vehicles at Brazilian ports through Radio Frequency Identification Technology (RFID)’, Urbe, 10(3), pp. 576–586. doi: 10.1590/2175-3369.010.003.ao06.
  • Chang, Y. S., Son, M. G. and Oh, C. H. (2011) ‘Design and implementation of RFID based air-cargo monitoring system’, Advanced Engineering Informatics. Elsevier Ltd, 25(1), pp. 41–52. doi: 10.1016/j.aei.2010.05.004.
  • Chen, X. et al. (2020) ‘Merging RFID and Blockchain Technologies to Accelerate Big Data Medical Research Based on Physiological Signals’, Journal of Healthcare Engineering, 2020, pp. 1–17. doi: 10.1155/2020/2452683.
  • Dwivedi, A. D. et al. (2019) ‘A decentralized privacy-preserving healthcare blockchain for IoT’, Sensors (Switzerland), 19(2), pp. 1–17. doi: 10.3390/s19020326.
  • Elmastaş, S. (2006) Hub location problem for air-ground transportation systems with time restrictions. doi: 10.16258/j.cnki.1674-5906.2006.01.022.
  • Emenike, C. C., Eyk, N. P. V. and Hoffman, A. J. (2016) ‘Improving Cold Chain Logistics through RFID temperature sensing and Predictive Modelling’, IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC. IEEE, pp. 2331–2338. doi: 10.1109/ITSC.2016.7795932.
  • Fahmy, A. et al. (2019) ‘Role of RFID technology in smart city applications’, 2019 3rd International Conference on Communications, Signal Processing, and their Applications, ICCSPA 2019. IEEE, pp. 1–6. doi: 10.1109/ICCSPA.2019.8713622.
  • Fernández-Caramés, T. et al. (2018) ‘A UAV and Blockchain-Based System for Industry 4.0 Inventory and Traceability Applications’, Proceedings, 4(1), p. 26. doi: 10.3390/ecsa-5-05758.
  • Figueroa, S., Añorga, J. and Arrizabalaga, S. (2019) ‘An attribute-based access control model in RFID systems based on blockchain decentralized applications for healthcare environments’, Computers, 8(3), pp. 1–19. doi: 10.3390/computers8030057.
  • Gandino, F. et al. (2007) ‘Analysis of an RFID-based information system for tracking and tracing in an agri-food chain’, 2007 1st Annual RFID Eurasia, pp. 1–6. doi: 10.1109/RFIDEURASIA.2007.4368112.
  • Giusti, I. et al. (2019) ‘Mitigation of human error consequences in general cargo handler logistics: Impact of RFID implementation’, Computers and Industrial Engineering. Elsevier, 137(September), p. 106038. doi: 10.1016/j.cie.2019.106038.
  • H, M. and Awadalla, A. (2018) ‘Real Time Shipment Tracking System Using RFID’, International Journal of Computers & Technology, 17(1), pp. 7163–7180. doi: 10.24297/ijct.v17i1.7197.
  • Hsu, C. I., Shih, H. H. and Wang, W. C. (2009) ‘Applying RFID to reduce delay in import cargo customs clearance process’, Computers and Industrial Engineering. Elsevier Ltd, 57(2), pp. 506–519. doi: 10.1016/j.cie.2008.02.003.
  • Kavas, A. (2007) ‘Radyo Frekans TanimlamSi̇stemleri̇’, EMO-Elektrik mühendisliği, (430), pp. 74–80.
  • Lee, C. K. M. and Chan, T. M. (2009) ‘Development of RFID-based Reverse Logistics System’, Expert Systems with Applications. Elsevier Ltd, 36(5), pp. 9299–9307. doi: 10.1016/j.eswa.2008.12.002.
  • Linares, D. A., Anumba, C. and Roofigari-Esfahan, N. (2019) ‘Overview of Supporting Technologies for Cyber-Physical Systems Implementation in the AEC Industry’, (June), pp. 495–504. doi: 10.1061/9780784482438.063.
  • Paaske, S. et al. (2017) ‘The benefits and barriers to RFID technology in healthcare’, Online Journal of Nursing Informatics, 21(2), pp. 1–10.
  • Pérez, M. M., Dafonte, C. and Gómez, Á. (2018) ‘Traceability in patient healthcare through the integration of RFID technology in an ICU in a hospital’, Sensors (Switzerland), 18(5). doi: 10.3390/s18051627.
  • Ratnasari, A. and Haji, W. H. (2018) ‘A Preliminary Study of Supply Chain Management for Logistics in Indonesia’, International Journal of Scientific Research in Computer Science, Engineering and Information Technology © 2018 IJSRCSEIT |, 3(6), pp. 311–316.
  • Shi, Y. et al. (2020) ‘A Wi-Fi positioning system for material transport in greenhouses’, Instrumentation Mesure Metrologie, 19(1), pp. 65–72. doi: 10.18280/i2m.190109.
  • Sun, W. et al. (2019) ‘Application of Blockchain and RFID in Anti-counterfeiting Traceability of Liquor’, 2019 IEEE 5th International Conference on Computer and Communications, ICCC 2019. IEEE, pp. 1248–1251. doi: 10.1109/ICCC47050.2019.9064152.
  • Sun, W. et al. (2020) ‘Application of Blockchain and RFID in Anti-counterfeiting Traceability of Liquor’, 2019 IEEE 5th International Conference on Computer and Communications (ICCC). IEEE, pp. 1248–1251. doi: 10.1109/iccc47050.2019.9064152.
  • Tian, F. (2016) ‘An agri-food supply chain traceability system for China based on RFID & blockchain technology’, 2016 13th International Conference on Service Systems and Service Management, ICSSSM 2016. IEEE, pp. 1–6. doi: 10.1109/ICSSSM.2016.7538424.
  • Wang, L. (2018) ‘Application of wireless sensor network and RFID monitoring system in airport logistics’, International Journal of Online Engineering, 14(1), pp. 89–103. doi: 10.3991/ijoe.v14i01.8058.
  • Wu, Y. and Huang, L. (2018) ‘Design of dynamic surveillance system for port bulk cargo entering and leaving the warehouse based on RFID technology’, in ACM International Conference Proceeding Series. New York, New York, USA: Association for Computing Machinery, pp. 615–619. doi: 10.1145/3297156.3297225.
Toplam 31 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Bilgisayar Yazılımı
Bölüm Araştırma Makalesi
Yazarlar

Orhan Yaman 0000-0001-9623-2284

Mehmet Bayğın 0000-0001-6449-8950

Yayımlanma Tarihi 22 Eylül 2020
Gönderilme Tarihi 2 Temmuz 2020
Yayımlandığı Sayı Yıl 2020 Cilt: 3 Sayı: 2

Kaynak Göster

APA Yaman, O., & Bayğın, M. (2020). UHF-RFID Tabanlı Akıllı Kargo Yönetimi ve Gerçek Zamanlı Takip Yaklaşımı. Journal of Intelligent Systems: Theory and Applications, 3(2), 38-45. https://doi.org/10.38016/jista.762685
AMA Yaman O, Bayğın M. UHF-RFID Tabanlı Akıllı Kargo Yönetimi ve Gerçek Zamanlı Takip Yaklaşımı. jista. Eylül 2020;3(2):38-45. doi:10.38016/jista.762685
Chicago Yaman, Orhan, ve Mehmet Bayğın. “UHF-RFID Tabanlı Akıllı Kargo Yönetimi Ve Gerçek Zamanlı Takip Yaklaşımı”. Journal of Intelligent Systems: Theory and Applications 3, sy. 2 (Eylül 2020): 38-45. https://doi.org/10.38016/jista.762685.
EndNote Yaman O, Bayğın M (01 Eylül 2020) UHF-RFID Tabanlı Akıllı Kargo Yönetimi ve Gerçek Zamanlı Takip Yaklaşımı. Journal of Intelligent Systems: Theory and Applications 3 2 38–45.
IEEE O. Yaman ve M. Bayğın, “UHF-RFID Tabanlı Akıllı Kargo Yönetimi ve Gerçek Zamanlı Takip Yaklaşımı”, jista, c. 3, sy. 2, ss. 38–45, 2020, doi: 10.38016/jista.762685.
ISNAD Yaman, Orhan - Bayğın, Mehmet. “UHF-RFID Tabanlı Akıllı Kargo Yönetimi Ve Gerçek Zamanlı Takip Yaklaşımı”. Journal of Intelligent Systems: Theory and Applications 3/2 (Eylül 2020), 38-45. https://doi.org/10.38016/jista.762685.
JAMA Yaman O, Bayğın M. UHF-RFID Tabanlı Akıllı Kargo Yönetimi ve Gerçek Zamanlı Takip Yaklaşımı. jista. 2020;3:38–45.
MLA Yaman, Orhan ve Mehmet Bayğın. “UHF-RFID Tabanlı Akıllı Kargo Yönetimi Ve Gerçek Zamanlı Takip Yaklaşımı”. Journal of Intelligent Systems: Theory and Applications, c. 3, sy. 2, 2020, ss. 38-45, doi:10.38016/jista.762685.
Vancouver Yaman O, Bayğın M. UHF-RFID Tabanlı Akıllı Kargo Yönetimi ve Gerçek Zamanlı Takip Yaklaşımı. jista. 2020;3(2):38-45.

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