Application of AIS Data and Analytics in Bunkering and Marine Spatial Planning

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Nitin Newaliya
Vikas Siwach
Harkesh Sehrawat
Yudhvir Singh

Abstract

This paper examines the role of Marine Spatial Planning (MSP) in achieving sustainable development in the maritime domain, particularly by utilizing Automatic Identification System (AIS) data to improve decision-making processes for establishing bunkering zones at sea. The environmental and economic challenges associated with traditional port-based bunkering have been highlighted and a novel solution of strategically located bunkering stations at sea is proposed. The study brings out the use of AIS data analytics in determining optimal locations for these bunkering zones and monitoring. This involves analysing historical AIS data to identify high-traffic shipping routes and areas with low traffic density suitable for establishing bunkering zones. This has been explained with a case study in the northern Indian Ocean. Further, using real-time AIS data, monitoring vessel movements, predicting bunkering needs, and ensuring safety within the designated bunkering zones has been recommended. The proposed approach recommends creating designated "Bunkering Separation Lanes" (BSLs) within these zones to facilitate safe and efficient refueling operations while minimizing disruption to regular traffic. This method aims to reduce the environmental impact of bunkering, enhance efficiency, and generate economic benefits for stakeholders. The study brings out that relocating bunkering activities to designated zones at sea, supported by AIS data analytics, offers a promising solution to maritime development challenges.

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Author Biographies

Nitin Newaliya, Maharshi Dayanand University, Rohtak, India

Nitin Newaliya received his M.Tech. degree in Electronics and Telecommunications Engineering from the University of Pune, India. He is currently pursuing Ph.D. degree at Maharshi Dayanand University, Rohtak, India. His research interest includes data analytics in the maritime domain, machine learning and artificial intelligence. He has worked for more than 20 years in a research role in data and systems integration and engineering field. He is a Fellow in the IETE. He has published papers on maritime data analytic subject sand presented in various international conferences.

Vikas Siwach, Maharshi Dayanand University, Rohtak, Haryana, India

Dr Vikas Siwach received his M.S Computer Engineering degree from University of Massachusetts, Lowell, Boston, USA. He completed his PhD in Computer Science and Engineering from MDU, Rohtak, Haryana. He has more than 20 years of experience in teaching in the field of Computer Science and Engineering. He is presently guiding 8 Ph.D students and has guided more than 25 students in Masters level. He has more than 30 research publications.  Presently, he is working with Maharshi Dayanand University, Rohtak, Haryana as an Associate Professor.

Harkesh Sehrawat, Maharshi Dayanand University, Rohtak, Haryana, India

Dr Harkesh Sehrawat completed his Ph.D. in Computer Science and Engineering from Guru Jambheshwar University of Science and Technology, Hisar.  His research areas include machine learning, data analytics and software defined networks. He has more than 15 years of experience and has presented papers in veracious national and international conferences and also published in various journals. He is presently in the faculty of University Institute of Engineering and Technology at Maharshi Dayanand University, Rohtak, Haryana as an Associate Professor.

Yudhvir Singh, Maharshi Dayanand University, Rohtak, Haryana, India

Professor Yudhvir Singh received his M.Tech. in Computer Engineering from Thapar Institute of Engineering & Technology, Patiala, Punjab, India in 1997 and his Ph.D. from Guru Jambheshwar University of Science and Technology, Hissar, India in 2010. He has guided a number of Ph.D. students and also has authored a considerable number of papers in the Computer Engineering domain in different Journals of International/National repute. He has delivered invited talks and chaired sessions in various conferences. He is presently a Professor and Director of the University Institute of Engineering and Technology at Maharshi Dayanand University, Rohtak, India.