Publication Cover
Maritime Policy & Management
The flagship journal of international shipping and port research
Volume 49, 2022 - Issue 6
1,273
Views
19
CrossRef citations to date
0
Altmetric
Research Article

Digital empowerment for shipping development: a framework for establishing a smart shipping index system

ORCID Icon, ORCID Icon &

References

  • Alop, A. 2019. “The Main Challenges and Barriers to the Successful “Smart Shipping.” TransNav: International Journal on Marine Navigation and Safety of Sea Transportation 13 (3): 521–528. doi:10.12716/1001.13.03.05.
  • Andersson, P., and P. Ivehammar. 2017. “Green Approaches at Sea – The Benefits of Adjusting Speed Instead of Anchoring.” Transportation Research Part D: Transport and Environment 51: 240–249. doi:10.1016/j.trd.2017.01.010.
  • Ang, J. H., C. Goh, A. A. F. Saldivar, and Y. Li. 2017. “Energy-efficient Through-life Smart Design, Manufacturing and Operation of Ships in an Industry 4.0 Environment.” Energies 10 (5): 610. doi:10.3390/en10050610.
  • Arof, A. M. 2015. “The Application of a Combined Delphi-AHP Method in Maritime Transport Research-a Review.” Asian Social Science 11 (23): 73. doi:10.5539/ass.v11n23p73.
  • Aslam, S., M. P. Michaelides, and H. Herodotou. 2020. “Internet of Ships: A Survey on Architectures, Emerging Applications, and Challenges.” IEEE Internet of Things Journal 7 (10): 9714–9727. doi:10.1109/JIOT.2020.2993411.
  • Belfkih, A., C. Duvallet, and B. Sadeg 2017. “The Internet of Things for Smart Ports: Application to the Port of Le Havre. “ Proceedings of IPaSPort 2017. Normandie University, Le Havre, France.
  • Chen, Z., and M. Pak. 2017. “A Delphi Analysis on Green Performance Evaluation Indices for Ports in China.” Maritime Policy & Management 44 (5): 537–550. doi:10.1080/03088839.2017.1327726.
  • Choi, H. R., Y. S. Moon, J. J. Kim, J. K. Lee, K. B. Lee, and J. J. Shin. 2018. “Development of an IoT-based Container Tracking System for China’s Belt and Road (B&R) Initiative.” Maritime Policy & Management 45 (3): 388–402. doi:10.1080/03088839.2017.1400190.
  • Cristea, D. S., L. M. Moga, M. Neculita, O. Prentkovskis, K. M. Nor, and A. Mardani. 2017. “Operational Shipping Intelligence through Distributed Cloud Computing.” Journal of Business Economics and Management 18 (4): 695–725. doi:10.3846/16111699.2017.1329162.
  • Dalkey, N., and O. Helmer. 1963. “An Experimental Application of the Delphi Method to the Use of Experts.” Management Science 9 (3): 458–467. doi:10.1287/mnsc.9.3.458.
  • Dijk, T., H. Dorsser, R. Berg, H. Moonen, and R. Negenborn 2018. “Smart Ships and the Changing Maritime Ecosystem. “ https://www.researchgate.net/publication/327704347_Smart_ships_and_the_changing_maritime_ecosystem
  • Dong, X., G. Xiong, Y. Li, X. Guo, and Y. Lv 2013. “Intelligent Ports Based on Internet of Things. “Proceedings of 2013 IEEE International Conference on Service Operations and Logistics, and Informatics, Dongguan, China. pp. 292–296. doi: 10.1109/SOLI.2013.6611428.
  • Erdbrink, C. 2011. “Definition Study of Smart Waterways. “ Deltares. https://edepot.wur.nl/342500.
  • Fancello, G., C. Pani, M. Pisano, P. Serra, P. Zuddas, and P. Fadda. 2011. “Prediction of Arrival Times and Human Resources Allocation for Container Terminal.” Maritime Economics & Logistics 13 (2): 142–173. doi:10.1057/mel.2011.3.
  • Geng, Y., L. Zhao, Y. Wang, Y. Jiang, K. Meng, D. Zheng, and C.-P. Lin. 2018. “Competency Model for Dentists in China: Results of a Delphi Study.” PloS One 13 (3): e0194411. doi:10.1371/journal.pone.0194411.
  • Gold, C., M. Chau, M. Dzieszko, and R. Goralski. 2005. “3D Geographic Visualization: The Marine GIS.” In Developments in Spatial Data Handling17-28. Berlin, Heidelberg: Springer. doi:10.1007/3-540-26772-7_2
  • Góralski, R., C. Ray, and C. Gold. 2011. “Applications and Benefits for the Development of Cartographic 3D Visualization Systems in Support of Maritime Safety.” TransNav, the International Journal on Marine Navigation and Safety of Sea Transportation 5 (4): 423–431.
  • Government of Netherlands. 2020. “Smart Shipping: Comprehensive Automation in the Maritime Sector. “ Accessed 13 October 2020. https://www.government.nl/topics/maritime-transport-and-seaports/smart-shipping-comprehensive-automation-in-the-maritime-sector
  • Hofmann, W., and F. Branding. 2019. “Implementation of an IoT-and Cloud-based Digital Twin for Real-Time Decision Support in Port Operations.” IFAC-PapersOnLine 52 (13): 2104–2109. doi:10.1016/j.ifacol.2019.11.516.
  • Hsu, C. C., and B. A. Sandford. 2007. “The Delphi Technique: Making Sense of Consensus.” Practical Assessment, Research, and Evaluation 12 (1): 10. doi:10.7275/pdz9-th90.
  • Im, I., D. Shin, and J. Jeong. 2018. “Components for Smart Autonomous Ship Architecture Based on Intelligent Information Technology.” Procedia Computer Science 134: 91–98. doi:10.1016/j.procs.2018.07.148.
  • Joszczuk–Januszewska, J. 2013. “Importance of Cloud-Based Maritime Fleet Management Software.” J. Mikulski, edited by Activities of Transport Telematics. TST 2013. Communications in Computer and Information Science. Vol. 395, 450-458. Springer: Berlin, Heidelberg.  doi:10.1007/978-3-642-41647-7_55
  • Jović, M., N. Kavran, S. Aksentijević, and E. Tijan. 2019. “The Transition of Croatian Seaports into Smart Ports.” In 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 1386–1390. IEEE: Opatija, Croatia. doi:10.23919/MIPRO.2019.8757111.
  • Kao, S., . L., . K., K. Chang, M. Ko, and M.-D. Ko. 2007. “A Fuzzy Logic Method for Collision Avoidance in Vessel Traffic Service.” Journal of Navigation 60 (1): 17–31. doi:10.1017/S0373463307003980.
  • Kusuma, L. T. W. N., and F. S. Tseng. 2020. “IOT Framework to Support Maritime Highway Program: A Case Study in Indonesia.” Journal of Cases on Information Technology (JCIT) 22 (3): 35–50. doi:10.4018/JCIT.2020070103.
  • Lensu, M., and F. Goerlandt. 2019. “Big Maritime Data for the Baltic Sea with a Focus on the Winter Navigation System.” Marine Policy 104: 53–65. doi:10.1016/j.marpol.2019.02.038.
  • Li, L., W. Lu, J. Niu, J. Liu, and D. Liu. 2018a. “AIS Data-based Decision Model for Navigation Risk in Sea Areas.” The Journal of Navigation 71 (3): 664–678. doi:10.1017/S0373463317000807.
  • Li, S., Z. Ma, P. Han, S. Zhao, P. Guo, and H. Dai. 2018b. “Bring Intelligence to Ports Based on Internet of Things.” X. Sun, Z. Pan, and E. Bertino, edited by Cloud Computing and Security. ICCCS 2018. Lecture Notes in Computer Science. Vol. 11067. Springer: Cham. d oi:d oi:1 0.1 007/978-3-030-00018-9_12
  • Liu, X., Q. Zhang, S. Wang, X. Cheng, and J. Tang. 2015. “Research of Ship Maintenance Management Platform Based on Cloud Computing. “ Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015, Xi'an, China. Atlantis Press. doi: 10.2991/icmmcce-15.2015.580.
  • Ma, W. Q., D. Zhang, D. Zhang, D. Zhang, and D. Zhang. 2015. “Classification of Automatic Radar Plotting Aid Targets Based on Improved Fuzzy C-Means.” Transportation Research Part C: Emerging Technologies 51: 180–195. doi:10.1016/j.trc.2014.12.001.
  • Masoudi, N. 2019. “Smart Shipping-Seizing Opportunities while Controlling Risks.” Marine Engineering 54 (2): 236–238. doi:10.5988/jime.54.236.
  • Mitchell, K. N., and B. Scully. 2014. “Waterway Performance Monitoring with Automatic Identification System Data.” Transportation Research Record: Journal of the Transportation Research Board 2426 (1): 20–26. doi:10.3141/2426-03.
  • Molavi, A., G. J. Lim, and B. Race. 2020. “A Framework for Building A Smart Port and Smart Port Index.” International Journal of Sustainable Transportation 14 (9): 686–700. doi:10.1080/15568318.2019.1610919.
  • Nartey, E., and J. C. Shi. 2012. “Analysis of Future Marine Information System Based on Cloud Computing.” In 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2590–2593. IEEE: Chongqing, China. doi:10.1109/FSKD.2012.6234244.
  • Nguyen, S., P. S. L. Chen, Y. Du, and W. Shi. 2019. “A Quantitative Risk Analysis Model with Integrated Deliberative Delphi Platform for Container Shipping Operational Risks.” Transportation Research Part E: Logistics and Transportation Review 129: 203–227. doi:10.1016/j.tre.2019.08.002.
  • Norman, J. 2016. “ A Vision of the Intelligent Ship.“ 13 October 2020. https://www.thedigitalship.com/conferences/presentations/2015hamburg/14-Justin-Norman.pdf
  • Nowacki, G. 2012. “Development and Standardization of Intelligent Transport Systems.” International Journal on Marine Navigation and Safety of Sea Transportation 6 (3): 403–411.
  • Perera, L. P., P. Oliveira, and C. G. Soares. 2012. “Maritime Traffic Monitoring Based on Vessel Detection, Tracking, State Estimation, and Trajectory Prediction.” IEEE Transactions on Intelligent Transportation Systems 13 (3): 1188–1200. doi:10.1109/TITS.2012.2187282.
  • Port of Rotterdam. 2020. “Digitalisation Port of Rotterdam 2019. “ October 29. https://www.portofrotterdam.com/en/doing-business/port-of-the-future/digitisation/digital-developments
  • Ray, C., R. Dréo, E. Camossi, A. L. Jousselme, and C. Iphar. 2019. “Heterogeneous Integrated Dataset for Maritime Intelligence, Surveillance, and Reconnaissance.” Data in Brief 25: 104141. doi:10.1016/j.dib.2019.104141.
  • Rodrigo González, A., N. González-Cancelas, B. Molina Serrano, and A. C. Orive. 2020. “Preparation of a Smart Port Indicator and Calculation of a Ranking for the Spanish Port System.” Logistics 4 (2): 9. doi:10.3390/logistics4020009.
  • Sanchez-Gonzalez, P. L., D. Díaz-Gutiérrez, T. J. Leo, and L. R. Núñez-Rivas. 2019. “Toward Digitalization of Maritime Transport?” Sensors 19 (4): 926. doi:10.3390/s19040926.
  • Saravanan, A. S., J. Ramachandran, A. Seetharaman, K. N. Kumar, and K. C. Joshi. 2018. “Empirical Analysis of Factors Influencing Use of Internet on Ships.” Journal of Accounting Business and Management 25 (1): 35–49. doi:10.31966/jabminternational.v1i25.328.
  • Sternberg, H., A. Hagen, P. Paganelli, and K. Lumsden. 2010. “Intelligent Cargo-enabling Future’s Sustainable and Accountable Transportation System.” World Journal of Science, Technology and Sustainable Development 7 (3): 253–262. doi:10.1108/20425945201000016.
  • Trelleborg Marine Systems. 2018. “Use of Big Data in the Maritime Industry. Industry Report. “ 15 October 2020. https://pdf.nauticexpo.com/pdf/trelleborg-marine-infrastructure/use-big-data-maritime-industry-report/22887-104649.html
  • Yan, X. P., and C. G. Liu. 2016. “Review and Prospect for Intelligent Waterway Transportation System.” CAAI Trans. Intell. Syst 11: 807–817.
  • Yang, D., L. Wu, S. Wang, H. Jia, and K. X. Li. 2019. “How Big Data Enriches Maritime Research - a Critical Review of Automatic Identification System (AIS) Data Applications.” Transport Reviews 39 (6): 755–773. doi:10.1080/01441647.2019.1649315.
  • Yang, J., C. Wang, Q. Zhao, B. Jiang, Z. Lv, and A. K. Sangaiahc. 2018. “Marine Surveying and Mapping System Based on Cloud Computing and Internet of Things.” Future Generation Computer Systems 85: 39–50. doi:10.1016/j.future.2018.02.032.
  • Zaman, I., K. Pazouki, R. Norman, S. Younessi, and S. Coleman. 2016. “Challenges and Opportunities of Big Data Analytics for Upcoming Regulations and Future Transformation of the Shipping Industry.“ 10th International Conference on Marine Technology, MARTEC: Dhaka, Bangladesh. doi: 10.1016/j.proeng.2017.08.182.
  • Zhang, L., H. Wang, and Q. Meng. 2015. “Big Data–Based Estimation for Ship Safety Distance Distribution in Port Waters.” Transportation Research Record 2479 (1): 16–24. doi:10.3141/2479-03.
  • Zhou, L., and C. X. Lou 2012. “Intelligent Cargo Tracking System Based on the Internet of Things. “ In 2012 15th international Conference on Network-Based information systems (pp. 489–493). IEEE: Melbourne, Australia. doi: 10.1109/NBiS.2012.127.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.