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All Journal Jurnal Penelitian Transportasi Laut International Journal of Marine Engineering Innovation and Research Medic Nutricia : Jurnal Ilmu Kesehatan Jurnal Sains & Teknologi Fakultas Teknik Universitas Darma Persada
Mohammad Danil Arifin
Universitas Darma Persada
Automotive Engineering Biochemistry, Genetics & Molecular Biology Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mechanical Engineering Medicine & Pharmacology Neuroscience Nursing Physics Public Health Transportation Veterinary

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Estimation of Ship Exhaust Gas Emission at Tanjung Priok Port Area Using AIS Data Mohammad Danil Arifin; Frans Josua Sanjaya Rumapea; Aldyn Clinton Partahi Oloan; Y. Arya Dewanto; Fanny Octaviani
International Journal of Marine Engineering Innovation and Research Vol. 11 No. 3 (2026): In Progress
Publisher : Department of Marine Engineering, Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j25481479.v11i3

Abstract

Maritime transportation is a major contributor to global trade but also generates significant atmospheric pollution from ship exhaust emissions. Tanjung Priok Port, Indonesia's largest seaport, experiences intensive vessel traffic that may adversely affect local air quality. This study estimates ship exhaust gas emissions in the Tanjung Priok Port area by integrating Automatic Identification System (AIS) data with the Trozzi emission estimation method. AIS data collected throughout 2024 were analyzed to determine vessel movements, ship types, gross tonnage, and operational modes (cruising, maneuvering, and hoteling). The busiest operational period was identified before estimating emissions of NOₓ, CO, CO₂, VOC, SOₓ, and PM. The results showed that November was the busiest month with 2,480 vessel movements, while 3 November 2024 recorded the highest daily traffic with 109 vessels. During the peak period, total emissions reached 641.81 kg/h of NOₓ, 2,750.63 kg/h of CO, 719.67 kg/h of CO₂, 648.58 kg/h of VOC, 458.44 kg/h of SOₓ, and 34.38 kg/h of PM. Container vessels were identified as the largest emission contributors, followed by tanker and cargo vessels. The study demonstrates that integrating AIS data with the Trozzi methodology provides a reliable activity-based emission inventory that can support sustainable port management, environmental monitoring, and maritime emission reduction policies in Indonesia.
Co-Authors Aldyn Clinton Partahi Oloan Aldyn Clinton Partahi Oloan Aldyn Clinton Partahi Oloan Ayom Buwono Bima Ramadhani Brahmantyo, Esaricko Herli Danny Faturachman, Danny Eka Darma, Yeddid Yonatan Esaricko Herli Brahmantyo Fanny Octaviani Fanny Octaviani Fanny Octaviani Frans Josua Sanjaya Rumapea Frengki Mohamad Felayati Frengki Mohamad Felayati I.G.N.A Satria Prasetya I.G.N.A. Satria Prasetya Kalpika Arhan Nugraha Karina A. Sulaeman Karina Adinda Sulaeman Mahtum, M. Melani Quintania Moch Ricky Dariansyah Moch Ricky Dariansyah Mochammad Ricky Dariansyah Mohammad Fajar Sodiq MUHAMMAD A'ZOM AR-RABAQI Muswar Muslim Novita, Theresiana. D. Permana, Sulaksana Putra Pratama Putra Pratama Shahrin Febrian Theresiana. D. Novita Y. Arya Dewanto Y. Arya Dewanto Yeddid Yonatan Eka Darma Yoseph Arya Dewanto