Lojistik Operasyonlarda Konum Tabanlı Uygulamalar
Özet
Gelişen teknolojiyle birlikte, lojistik operasyonlarının daha verimli ve izlenebilir hale getirilmesi büyük önem kazanmıştır. Bu teknolojilerin bütünleşimi, malların ve çalışanların hareketleri ile ilgili eş zamanlı bilgi sağlayarak lojistik yöneticilerinin ileriye dönük stratejik kararlar almasına ve operasyonel planlama yapmasına olanak tanır. Konum tabanlı teknolojilerin en önemli üstünlüklerinden biri, lojistik faaliyetlerde kritik öneme sahip olan hassas konum verilerini sağlayabilmesidir. Bu uygulamalar lojistik dağıtım merkezlerinin yer seçimi, depolama envanter yönetimi, araç planlaması ve nakliye rotalarının optimizasyonu gibi birçok konuda yardımcı olmaktadır. Ayrıca lojistik maliyetlerinin azaltılmasına, dolaşım hızının geliştirilmesine, işletme kârlarının artırılmasına ve kilit rekabet gücünün geliştirilmesine katkıda bulunurlar. Konum tabanlı uygulamalar lojistik işlemlerinde bir takım kolaylıklar sağlamaktadır. Bu kolaylıklar arasında taşımacılık rotalarını optimize ederek yakıt tüketimini azaltmak, teslimat süreçlerini izlemek ve müşteriye eş zamanlı bilgi sağlamak yer almaktadır. Bu kolaylıklar, lojistik şirketlerinin maliyetleri düşürmesini ve müşteri memnuniyetini artırmasını sağlamaktadır.Lojistik merkezlerin yerinin seçilmesi ve karar verilmesi kapsamında nüfus, ekonomik durum, maliyetler, sosyo-ekonomik durum, altyapı, coğrafi konum, hizmet gibi kriterler dikkate alınmaktadır. Çalışma, konum tabanlı uygulamaların lojistik sektöründe kritik bir rol oynadığı ve gelecekteki işletme stratejilerinde merkezi bir yerde olacağını göstermektedir. Bu bulgular, lojistik yöneticilerine ve karar alıcılarına, bu teknolojilerin potansiyelinden en iyi şekilde nasıl faydalanacaklarını anlamalarında yardımcı olabilir. Bu bölümde konum tabanlı uygulamalar hakkında genel bilgiler verilmiş, bu uygulamaların lojistik operasyonlarda kullanımı anlatılmış ve sektörde kullanılan başlıca konum tabanlı uygulamalar tanıtılmıştır.
Referanslar
Akel, G., & Armağan, E. (2021). Hedonic and utilitarian benefits as determinants of the application continuance intention in location-based applications: The mediating role of satisfaction. Multimedia Tools and Applications, 80(5), 7103-7124.
Alan, Phillips., Frank, Schroth., Geoffrey, M., Palmer., Stefan, G., Zielinski., Allen, P., Smith., Colin, M., Cunningham. (2019). Location-based services.
Anghelache, F., Mitrea, D. A., Goga, N., Vasilateanu, A., Radulescu, V., Scurtu, D., & Musat, D. (2022, April). Architecture of an Innovative Route Planning System for Sustainable Commercial Vehicle Fleets. In 2022 IEEE Conference on Technologies for Sustainability (SusTech) (pp. 50-56). IEEE.
Arishenbagam, P., Tamil Selvi, S., & Ganapathy Ram, B. (2023). Wireless Geofenced Inventory Management for Agricultural Warehouse. Journal of The Institution of Engineers (India): Series B, 1-9.
Bilgili, A., Şen, A., & Başaraner, M. (2024). Evaluating geometric similarities between indoor navigation paths and navigation patterns of pedestrians through Geographic Information System and Multi-Criteria Decision Analysis. Journal of the Faculty of Engineering and Architecture of Gazi University, 39(2), 1255-1270.
Burçin, Paçaci., Serpil, Erol., Kürşat, Çubuk. (2022). AHP Application for Logistics Center Location Selection According to Criteria. Bitlis Eren üniversitesi fen bilimleri dergisi, doi: 10.17798/bitlisfen.1107662
Carchiolo, V., Loria, M. P., Malgeri, M., Modica, P. W., & Toja, M. (2018, September). An adaptive algorithm for geofencing. In Conference on Advanced Information Technologies for Management (pp. 115-135). Cham: Springer International Publishing.
Ding, Y., Jin, M., Li, S., & Feng, D. (2021). Smart logistics based on the internet of things technology: an overview. International Journal of Logistics Research and Applications, 24(4), 323-345.
Dou, E., Eklund, P. W., & Gretzel, U. (2016). Location privacy acceptance: attitudes to transport-based location-aware mobile applications on University campus.
Elassy, M., Al-Hattab, M., Takruri, M., & Badawi, S. (2024). Intelligent Transportation Systems for Sustainable Smart Cities. Transportation Engineering, 100252.
Emmersberger, C., Springer, F., & Wolff, C. (2009, November). Location based logistics services and event driven business process management. In International Conference on Intelligent Interactive Assistance and Mobile Multimedia Computing (pp. 167-177). Berlin, Heidelberg: Springer Berlin Heidelberg.
Fernando, N., McMeekin, D. A., & Murray, I. (2023). Route planning methods in indoor navigation tools for vision impaired persons: a systematic review. Disability and Rehabilitation: Assistive Technology, 18(6), 763-782.
Francisco, Saldanha-da-Gama. (2022). Facility Location in Logistics and Transportation: An enduring relationship. doi: 10.1016/j.tre.2022.102903
Haosheng, Huang., Georg, Gartner., Jukka, M., Krisp., Martin, Raubal., Nico, Van, de, Weghe. (2019). Location Based Services: Research Trends and Open Challenges. doi: 10.5194/ICA-ABS-1-125-2019
Hesslein, N., Wesselhöft, M., Hinckeldeyn, J., & Kreutzfeldt, J. (2021). Industrial indoor localization: Improvement of logistics processes using location based services. In Advances in Automotive Production Technology–Theory and Application: Stuttgart Conference on Automotive Production (SCAP2020) (pp. 460-467). Springer Berlin Heidelberg.
https://en.wikipedia.org/wiki/Internet_of_things (Erişim Tarihi: 10.04.2024)
https://gomotive.com/solutions/trucking-logistics/ (Erişim Tarihi: 11.04.2024)
https://gsmtasks.com/ (Erişim Tarihi: 12.04.2024)
https://insights.daffodilsw.com/blog/how-iot-allows-precise-location-based-tracking (Erişim Tarihi: 02.03.2024)
https://jungleworks.com/tookan/ (Erişim Tarihi: 01.04.2024)
https://mappitall.com/blog/location-based-service (Erişim Tarihi: 06.04.2024)
https://unit42.paloaltonetworks.com/gps-tracking-and-future-application-for-iot/ (Erişim Tarihi: 20.04.2024)
https://workandtrack.mobi/en/ (Erişim Tarihi: 16.04.2024)
https://www.analyticssteps.com/blogs/iot-logistics-benefits-challenges-and-applications (Erişim Tarihi: 10.03.2024)
https://www.businessnewsdaily.com/5386-location-based-services.html. (Erişim Tarihi: 20.04.2024)
https://www.caliper.com/maptitude/mapping-software.htm (Erişim Tarihi: 20.03.2024)
https://www.coursera.org/articles/internet-of-things (Erişim Tarihi: 23.04.2024)
https://www.fishbowlinventory.com/features/warehousing (Erişim Tarihi: 27.04.2024)
https://www.here.com/learn/blog/iot-and-location-services-a-match-made-in-heaven (Erişim Tarihi: 20.04.2024)
https://www.highpointgps.com/ (Erişim Tarihi: 20.04.2024)
https://www.ibm.com/topics/internet-of-things (Erişim Tarihi: 21.04.2024)
https://www.leverege.com/blogpost/what-is-iot-simple-explanation (Erişim Tarihi: 10.04.2024)
https://www.quickbase.com/ (Erişim Tarihi: 25.04.2024)
https://www.softwareadvice.com/scm/ascendtms-profile/ (Erişim Tarihi: 15.04.2024)
https://www.techtarget.com/iotagenda/blog/IoT-Agenda/How-IoT-empowers-GPS-tracking-technology (Erişim Tarihi: 20.04.2024)
Huynh, Tan, Hoi., Le, Vu, Truong. (2019). Location-Based Services. doi: 10.18034/ABCJAR.V8I2.91
Jacquez, G. M. (2012). A research agenda: does geocoding positional error matter in health GIS studies?. Spatial and spatio-temporal epidemiology, 3(1), 7-16.
Jung, P., & Zwerg, T. (2016). Location-Based Process Monitoring. Technische Berichte des Hasso-Plattner-Instituts für Softwaresystemtechnik an der Universität Potsdam, 47.
Kalkha, H., Khiat, A., Bahnasse, A., & Ouajji, H. (2024). Enhancing Warehouse Efficiency with Time Series Clustering: A Hybrid Storage Location Assignment Strategy. IEEE Access.
Kaplan, E., Gürsoy, M. E., Nergiz, M. E., & Saygin, Y. (2018). Location disclosure risks of releasing trajectory distances. Data & Knowledge Engineering, 113, 43-63.
Kara, K., Yalçın, G. C., Simic, V., Gürol, P., & Pamucar, D. (2024). Vehicle routing software selection for last mile delivery companies using Fermatean fuzzy-based model. Engineering Applications of Artificial Intelligence, 131, 107813.
Kilic, B., Bayrak, O. C., Gülgen, F., Gurturk, M., & Abay, P. (2024). Unveiling the impact of machine learning algorithms on the quality of online geocoding services: a case study using COVID-19 data. Journal of Geographical Systems, 1-22.
Kumar, D., Singh, R. K., Mishra, R., & Wamba, S. F. (2022). Applications of the internet of things for optimizing warehousing and logistics operations: A systematic literature review and future research directions. Computers & Industrial Engineering, 171, 108455.
Küpper, A. (2005). Location-based services: fundamentals and operation. John Wiley & Sons.
Lian, B., Cui, J., Chen, H., Zhao, X., Wang, F., Chen, K., & Ma, M. (2023). Trusted Location Sharing on Enhanced Privacy-Protection IoT Without Trusted Center. IEEE Internet of Things Journal.
Lihua, Liu., Lai, Soon, Lee., Hsin-Vonn, Seow., Chuei, Yee, Chen. (2022). Logistics Center Location-Inventory-Routing Problem Optimization: A Systematic Review Using PRISMA Method. Sustainability, doi: 10.3390/su142315853
Mehmood, H., Tripathi, N. K., & Tipdecho, T. (2010). Indoor positioning system using artificial neural network. Journal of Computer science, 6(10), 1219.
Modica, P. W., Loria, M. P., Toja, M., Carchiolo, V., & Malgeri, M. (2018, September). A geofencing algorithm fit for supply chain management. In 2018 Federated Conference on Computer Science and Information Systems (FedCSIS) (pp. 737-746). IEEE.
Pampa, Sadhukhan., Nandini, Mukherjee., P.K., Das. (2021). Location-Based Services for Smart Living in Urban Areas. doi: 10.1007/978-3-030-71288-4_3
Ping, Wang., Xianjun, Chen., Xuebin, Zhang. (2022). Research on Location of Logistics Distribution Center Based on K-Means Clustering Algorithm. Security and Communication Networks, doi: 10.1155/2022/2546429
Reichhart, P. (2014). Identifying factors influencing the customers purchase behaviour due to location–based promotions. International Journal of Mobile Communications, 12(6), 642-660.
Sanjeev, Sharma., R., G.., A., Bharath, Kumar., D., Sriniavas, Reddy. (2023). Design and Implementation of an Easy-to-Use Tracking Device for Logistic Applications. doi: 10.1109/ICIEM59379.2023.10167295
Schyga, J., Knitt, M., Hinckeldeyn, J., & Kreutzfeldt, J. (2023). Method for Specifying Location Data Requirements for Intralogistics Applications. arXiv preprint arXiv:2304.11926.
Song, Y., Yu, F. R., Zhou, L., Yang, X., & He, Z. (2020). Applications of the Internet of Things (IoT) in smart logistics: A comprehensive survey. IEEE Internet of Things Journal, 8(6), 4250-4274.
Tan, W. C., & Sidhu, M. S. (2022). Review of RFID and IoT integration in supply chain management. Operations Research Perspectives, 9, 100229.
Wei, W. Effective Application of Smart Logistics Technology in Rural E-commerce Logistics Distribution. Applied Mathematics and Nonlinear Sciences, 9(1).
Xingtong, Liu. (2023). Location Based Marketing. doi: 10.4018/978-1-6684-8177-6.ch004
Yang, H. L., & Lin, S. L. (2018, March). User adoption of location-based service. In 2018 Tenth International Conference on Advanced Computational Intelligence (ICACI) (pp. 51-56). IEEE.
Zhao, Z., Fang, J., Huang, G. Q., & Zhang, M. (2016, September). iBeacon enabled indoor positioning for warehouse management. In 2016 4th international symposium on computational and business intelligence (ISCBI) (pp. 21-26). IEEE.
Referanslar
Akel, G., & Armağan, E. (2021). Hedonic and utilitarian benefits as determinants of the application continuance intention in location-based applications: The mediating role of satisfaction. Multimedia Tools and Applications, 80(5), 7103-7124.
Alan, Phillips., Frank, Schroth., Geoffrey, M., Palmer., Stefan, G., Zielinski., Allen, P., Smith., Colin, M., Cunningham. (2019). Location-based services.
Anghelache, F., Mitrea, D. A., Goga, N., Vasilateanu, A., Radulescu, V., Scurtu, D., & Musat, D. (2022, April). Architecture of an Innovative Route Planning System for Sustainable Commercial Vehicle Fleets. In 2022 IEEE Conference on Technologies for Sustainability (SusTech) (pp. 50-56). IEEE.
Arishenbagam, P., Tamil Selvi, S., & Ganapathy Ram, B. (2023). Wireless Geofenced Inventory Management for Agricultural Warehouse. Journal of The Institution of Engineers (India): Series B, 1-9.
Bilgili, A., Şen, A., & Başaraner, M. (2024). Evaluating geometric similarities between indoor navigation paths and navigation patterns of pedestrians through Geographic Information System and Multi-Criteria Decision Analysis. Journal of the Faculty of Engineering and Architecture of Gazi University, 39(2), 1255-1270.
Burçin, Paçaci., Serpil, Erol., Kürşat, Çubuk. (2022). AHP Application for Logistics Center Location Selection According to Criteria. Bitlis Eren üniversitesi fen bilimleri dergisi, doi: 10.17798/bitlisfen.1107662
Carchiolo, V., Loria, M. P., Malgeri, M., Modica, P. W., & Toja, M. (2018, September). An adaptive algorithm for geofencing. In Conference on Advanced Information Technologies for Management (pp. 115-135). Cham: Springer International Publishing.
Ding, Y., Jin, M., Li, S., & Feng, D. (2021). Smart logistics based on the internet of things technology: an overview. International Journal of Logistics Research and Applications, 24(4), 323-345.
Dou, E., Eklund, P. W., & Gretzel, U. (2016). Location privacy acceptance: attitudes to transport-based location-aware mobile applications on University campus.
Elassy, M., Al-Hattab, M., Takruri, M., & Badawi, S. (2024). Intelligent Transportation Systems for Sustainable Smart Cities. Transportation Engineering, 100252.
Emmersberger, C., Springer, F., & Wolff, C. (2009, November). Location based logistics services and event driven business process management. In International Conference on Intelligent Interactive Assistance and Mobile Multimedia Computing (pp. 167-177). Berlin, Heidelberg: Springer Berlin Heidelberg.
Fernando, N., McMeekin, D. A., & Murray, I. (2023). Route planning methods in indoor navigation tools for vision impaired persons: a systematic review. Disability and Rehabilitation: Assistive Technology, 18(6), 763-782.
Francisco, Saldanha-da-Gama. (2022). Facility Location in Logistics and Transportation: An enduring relationship. doi: 10.1016/j.tre.2022.102903
Haosheng, Huang., Georg, Gartner., Jukka, M., Krisp., Martin, Raubal., Nico, Van, de, Weghe. (2019). Location Based Services: Research Trends and Open Challenges. doi: 10.5194/ICA-ABS-1-125-2019
Hesslein, N., Wesselhöft, M., Hinckeldeyn, J., & Kreutzfeldt, J. (2021). Industrial indoor localization: Improvement of logistics processes using location based services. In Advances in Automotive Production Technology–Theory and Application: Stuttgart Conference on Automotive Production (SCAP2020) (pp. 460-467). Springer Berlin Heidelberg.
https://en.wikipedia.org/wiki/Internet_of_things (Erişim Tarihi: 10.04.2024)
https://gomotive.com/solutions/trucking-logistics/ (Erişim Tarihi: 11.04.2024)
https://gsmtasks.com/ (Erişim Tarihi: 12.04.2024)
https://insights.daffodilsw.com/blog/how-iot-allows-precise-location-based-tracking (Erişim Tarihi: 02.03.2024)
https://jungleworks.com/tookan/ (Erişim Tarihi: 01.04.2024)
https://mappitall.com/blog/location-based-service (Erişim Tarihi: 06.04.2024)
https://unit42.paloaltonetworks.com/gps-tracking-and-future-application-for-iot/ (Erişim Tarihi: 20.04.2024)
https://workandtrack.mobi/en/ (Erişim Tarihi: 16.04.2024)
https://www.analyticssteps.com/blogs/iot-logistics-benefits-challenges-and-applications (Erişim Tarihi: 10.03.2024)
https://www.businessnewsdaily.com/5386-location-based-services.html. (Erişim Tarihi: 20.04.2024)
https://www.caliper.com/maptitude/mapping-software.htm (Erişim Tarihi: 20.03.2024)
https://www.coursera.org/articles/internet-of-things (Erişim Tarihi: 23.04.2024)
https://www.fishbowlinventory.com/features/warehousing (Erişim Tarihi: 27.04.2024)
https://www.here.com/learn/blog/iot-and-location-services-a-match-made-in-heaven (Erişim Tarihi: 20.04.2024)
https://www.highpointgps.com/ (Erişim Tarihi: 20.04.2024)
https://www.ibm.com/topics/internet-of-things (Erişim Tarihi: 21.04.2024)
https://www.leverege.com/blogpost/what-is-iot-simple-explanation (Erişim Tarihi: 10.04.2024)
https://www.quickbase.com/ (Erişim Tarihi: 25.04.2024)
https://www.softwareadvice.com/scm/ascendtms-profile/ (Erişim Tarihi: 15.04.2024)
https://www.techtarget.com/iotagenda/blog/IoT-Agenda/How-IoT-empowers-GPS-tracking-technology (Erişim Tarihi: 20.04.2024)
Huynh, Tan, Hoi., Le, Vu, Truong. (2019). Location-Based Services. doi: 10.18034/ABCJAR.V8I2.91
Jacquez, G. M. (2012). A research agenda: does geocoding positional error matter in health GIS studies?. Spatial and spatio-temporal epidemiology, 3(1), 7-16.
Jung, P., & Zwerg, T. (2016). Location-Based Process Monitoring. Technische Berichte des Hasso-Plattner-Instituts für Softwaresystemtechnik an der Universität Potsdam, 47.
Kalkha, H., Khiat, A., Bahnasse, A., & Ouajji, H. (2024). Enhancing Warehouse Efficiency with Time Series Clustering: A Hybrid Storage Location Assignment Strategy. IEEE Access.
Kaplan, E., Gürsoy, M. E., Nergiz, M. E., & Saygin, Y. (2018). Location disclosure risks of releasing trajectory distances. Data & Knowledge Engineering, 113, 43-63.
Kara, K., Yalçın, G. C., Simic, V., Gürol, P., & Pamucar, D. (2024). Vehicle routing software selection for last mile delivery companies using Fermatean fuzzy-based model. Engineering Applications of Artificial Intelligence, 131, 107813.
Kilic, B., Bayrak, O. C., Gülgen, F., Gurturk, M., & Abay, P. (2024). Unveiling the impact of machine learning algorithms on the quality of online geocoding services: a case study using COVID-19 data. Journal of Geographical Systems, 1-22.
Kumar, D., Singh, R. K., Mishra, R., & Wamba, S. F. (2022). Applications of the internet of things for optimizing warehousing and logistics operations: A systematic literature review and future research directions. Computers & Industrial Engineering, 171, 108455.
Küpper, A. (2005). Location-based services: fundamentals and operation. John Wiley & Sons.
Lian, B., Cui, J., Chen, H., Zhao, X., Wang, F., Chen, K., & Ma, M. (2023). Trusted Location Sharing on Enhanced Privacy-Protection IoT Without Trusted Center. IEEE Internet of Things Journal.
Lihua, Liu., Lai, Soon, Lee., Hsin-Vonn, Seow., Chuei, Yee, Chen. (2022). Logistics Center Location-Inventory-Routing Problem Optimization: A Systematic Review Using PRISMA Method. Sustainability, doi: 10.3390/su142315853
Mehmood, H., Tripathi, N. K., & Tipdecho, T. (2010). Indoor positioning system using artificial neural network. Journal of Computer science, 6(10), 1219.
Modica, P. W., Loria, M. P., Toja, M., Carchiolo, V., & Malgeri, M. (2018, September). A geofencing algorithm fit for supply chain management. In 2018 Federated Conference on Computer Science and Information Systems (FedCSIS) (pp. 737-746). IEEE.
Pampa, Sadhukhan., Nandini, Mukherjee., P.K., Das. (2021). Location-Based Services for Smart Living in Urban Areas. doi: 10.1007/978-3-030-71288-4_3
Ping, Wang., Xianjun, Chen., Xuebin, Zhang. (2022). Research on Location of Logistics Distribution Center Based on K-Means Clustering Algorithm. Security and Communication Networks, doi: 10.1155/2022/2546429
Reichhart, P. (2014). Identifying factors influencing the customers purchase behaviour due to location–based promotions. International Journal of Mobile Communications, 12(6), 642-660.
Sanjeev, Sharma., R., G.., A., Bharath, Kumar., D., Sriniavas, Reddy. (2023). Design and Implementation of an Easy-to-Use Tracking Device for Logistic Applications. doi: 10.1109/ICIEM59379.2023.10167295
Schyga, J., Knitt, M., Hinckeldeyn, J., & Kreutzfeldt, J. (2023). Method for Specifying Location Data Requirements for Intralogistics Applications. arXiv preprint arXiv:2304.11926.
Song, Y., Yu, F. R., Zhou, L., Yang, X., & He, Z. (2020). Applications of the Internet of Things (IoT) in smart logistics: A comprehensive survey. IEEE Internet of Things Journal, 8(6), 4250-4274.
Tan, W. C., & Sidhu, M. S. (2022). Review of RFID and IoT integration in supply chain management. Operations Research Perspectives, 9, 100229.
Wei, W. Effective Application of Smart Logistics Technology in Rural E-commerce Logistics Distribution. Applied Mathematics and Nonlinear Sciences, 9(1).
Xingtong, Liu. (2023). Location Based Marketing. doi: 10.4018/978-1-6684-8177-6.ch004
Yang, H. L., & Lin, S. L. (2018, March). User adoption of location-based service. In 2018 Tenth International Conference on Advanced Computational Intelligence (ICACI) (pp. 51-56). IEEE.
Zhao, Z., Fang, J., Huang, G. Q., & Zhang, M. (2016, September). iBeacon enabled indoor positioning for warehouse management. In 2016 4th international symposium on computational and business intelligence (ISCBI) (pp. 21-26). IEEE.
