The Journal of the Korea institute of electronic communication sciences (한국전자통신학회논문지)

Korea Institute of Electronic Communication Science (한국전자통신학회)
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The Smart Port Management System Based on Big-data

빅데이터 기반 스마트 항만 운용시스템

  • 이우 (순천대학교 컴퓨터공학과) ;
  • 김상현 (순천대학교 컴퓨터공학과) ;
  • 오승홍 (순천대학교 컴퓨터공학과) ;
  • 김원중 (순천대학교 컴퓨터공학과)
  • Received : 2021.11.29
  • Accepted : 2022.02.17
  • Published : 2022.02.28
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Abstract

Currently, ship control, tug, and pilot work in import/export ports including Gwangyang Port are operated according to factors such as the order of arrival and departure regardless of the shipping company. Also, even this is done very inefficiently by hand. Therefore, there is an urgent need to develop a system to increase the efficiency of port and ship operation through standardization and digitalization of tasks related to Berthing and unberthing of ships. In this study, we propose a method to increase the efficiency of port and vessel operation by designing a smart port operation system based on big data such as vessel location information, pilotage and tug schedule, arrival/departure operation information, and weather information.

현재 광양항을 비롯한 수출입 항만에서 선박의 관제, 예선, 도선 작업은 선사와 상관없이 입출항 순서 등과 같은 요소에 따라 공동 배선제로 운영되고 있다. 또한, 이것마저도 수작업에 의해서 매우 비효율적으로 이루어 지고 있다. 따라서 선박의 접·이안 등에 대한 업무의 표준화와 디지털화를 통하여 항만 및 선박 운용의 효율성을 높이기 위한 시스템의 개발이 절실히 요청되고 있다. 본 연구에서는 선박의 위치정보, 도예선 스케쥴, 입출항 운영정보, 기상정보 등과 같은 빅데이터에 기반한 스마트 항만 운용시스템을 설계하여 항만 및 선박 운용의 효율성을 높이는 방안을 제시하였다.

Keywords

Acknowledgement

본 논문은 2021년도 과학기술정보통신부의 재원으로 데이터플래그십 지원사업의 지원을 받아 수행된 연구임. (20210323-YAV4)

References

  1. M. Lee, H. Choi, D. Lim, and K. Kwak, "A study on competitiveness of small ports - Focus on the Ports of Jeollado," J. of Korean Navigation and Port Research, vol. 34, no. 10, 2010, pp. 817-821. https://doi.org/10.5394/KINPR.2010.34.10.817
  2. W. Kim, "A Heuristic Model for Appropriation of Voyage Allocation under Specific Port Condition Using Regression Analyses - With a Case Analysis on POSCO-owned Port," The Korea Port Economic Association, vol. 29, no. 3, 2013, pp. 159-174.
  3. T. Lee, "Smart Port Policy Trend of Europe and Singapore and Its Political Implications," The Korea Port Economic Association, vol. 36, no. 1, 2020, pp. 77-90. https://doi.org/10.38121/kpea.2020.03.36.1.77
  4. E. Kim and G. Kim, "An Analysis of Ship's Waiting Ratio in the Korean Seaports," J. of Korean Navigation and Port Research, vol. 40, no. 1, 2016, pp. 35-41.
  5. J. Lee, M. Jin, H. Lee, and G. Yoon, "A Study on the Priority Analysis of Yeosu-Gwangyang Port Development Strategy," The Korea Port Economic Association, vol. 37, no. 3, 2021, pp. 19-34.
  6. M. Cho, "A Study on the History, Classification and Development Direction of Artificial Intelligence," J. of the Korean Institute of Electronic Communication Sciences, vol. 16, no. 3, 2021, pp. 519-524.
  7. H. Ryoo, "A Study on the Stabilization of System for Big Data Transmission of Intelligent Ventilation Window based on Sensor and MCU," J. of the Korean Institute of Electronic Communication Sciences, vol. 16, no. 3, 2021, pp. 551-558.
  8. M. Seo and G. Kim, "Vessel Positional Information Service using AIS and XML AIS Information Application," J. of information and communication convergence engineering, vol. 15, no. 12, 2011, pp. 2590-2598.
  9. M. Park, E. Kim, K. Kim, S. Hong, J. Song, and S. Yoo, "Moving Object Tracking System AISgfor Dock Safety Monitoring," Korea Institute of information and Communication Engineering, vol. 10, no. 8, 2015, pp. 867-874.
  10. C. Lim and S. Park, "Real-Time Marine Vehicle Management System," Korea Institute of information and Communication Engineering, vol. 8, no. 7, 2013, pp. 995-1002.
  11. Y. Ahn, S. Kang, and Y. Lee, "A Study on the Development of Text Communication System based on AIS and ECDIS for Safe Navigation," J. of the Korean Society of Marine Environment & Safety, vol. 21, no. 4, 2015, pp. 403-415. https://doi.org/10.7837/kosomes.2015.21.4.403
  12. I. Lee, I. Kong, S. Lee, and K. Lee, "Smart Factory Applicable to Port Logistics Enterprises in the Hinterland Complex: A Case Study of Gwangyang Port," J. of Corporation and Innovation, vol. 44, no. 3, 2021, pp. 117-130. https://doi.org/10.22778/JCI.2021.44.3.117