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Optimal Model of Marine Container Transport in Next Generation with Probability of Cargo Sweating

Research Project

Project/Area Number 18K18922
Research Category

Grant-in-Aid for Challenging Research (Exploratory)

Allocation TypeMulti-year Fund
Review Section Medium-sized Section 25:Social systems engineering, safety engineering, disaster prevention engineering, and related fields
Research InstitutionKobe University

Principal Investigator

Sasa Kenji  神戸大学, 海事科学研究科, 教授 (10360330)

Co-Investigator(Kenkyū-buntansha) 川原 秀夫  大島商船高等専門学校, 商船学科, 教授 (80300622)
箕浦 宗彦  大阪大学, 大学院工学研究科, 准教授 (30294044)
Project Period (FY) 2018-06-29 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
Fiscal Year 2020: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2019: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Fiscal Year 2018: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords汗濡れ / コンテナ / 気象海象 / 実海域 / 貨物損傷 / 最適運航 / 海上輸送 / 気象・海象 / 気象変化 / 温湿度 / 日射量 / 実船実験 / ウェザールーティング / 貨物管理
Outline of Final Research Achievements

Condensation inside the marine container occurs during voyages owing to weather changes. In this study, we define the condensation probability along one of the major routes for container ships between Asia and Europe. First, the inside and outside air conditions were measured on land in Japan, and a correlation analysis was conducted to derive their relationship. Second, onboard measurements were conducted for 20,000 twenty-foot equivalent unit ship to determine the variation in outside air conditions. It was shown that the condensation probability remains at approximately 50% in 3 cases during the winter season, especially in the westbound route, regardless of the loading ports. However, the condensation probability is lowered by 10%-20% if the container is loaded at lower latitudes, e.g., in Colombo, Sri Lanka, and Kaohsiung, Taiwan, in voyage from Europe to Asia in summer and in fall, and in voyage from Asia to Europe.

Academic Significance and Societal Importance of the Research Achievements

関係者に調査した結果、汗濡れによる貨物被害は相当数発生し甚大な損害額が想像されるが、損害保険での補填を都度行うなど場当たり的な対応に止まっている。貨物損傷の詳細が公開されず、研究成果も有効に反映されない現状を踏まえ、時空間スケールでの汗濡れ状況を予測評価した全く新しいコンテナ輸送の方法論構築の必要性を確信した。貨物損傷の低減により食糧品をはじめ生活必需品の安全かつ円滑な貨物流通に大きく貢献できる。輸送時間、燃料消費量、CO2排出量等に加え、汗濡れ確率と両立した新たな海上コンテナ輸送の概念は全く存在せず、本構想は我々の日常生活に計り知れないインパクトと波及効果が期待される。

Report

(6 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Research-status Report
  • 2020 Research-status Report
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (46 results)

All 2022 2021 2020 2019 2018

All Journal Article (30 results) (of which Int'l Joint Research: 20 results,  Peer Reviewed: 28 results,  Open Access: 4 results) Presentation (16 results) (of which Int'l Joint Research: 1 results,  Invited: 2 results)

  • [Journal Article] Basic Survey on Emergency Operation for Vessels and Ports in Case of Earthquake and Tsunami2022

    • Author(s)
      KIMURA Yasuhiro、SASA Kenji、HARA Daichi、KUBO Masayoshi
    • Journal Title

      The Journal of Japan Institute of Navigation

      Volume: 147 Issue: 0 Pages: 1-8

    • DOI

      10.9749/jin.147.1

    • ISSN
      0388-7405, 2187-3275
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Enhanced estimation method and approximation method of the PDF of roll angular acceleration and jerk in beam seas2022

    • Author(s)
      Maki Atsuo、Dostal Leo、Maruyama Yuuki、Sasa Kenji、Sakai Masahiro、Umeda Naoya
    • Journal Title

      Ocean Engineering

      Volume: 264 Pages: 112159-112159

    • DOI

      10.1016/j.oceaneng.2022.112159

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Comparative study of realistic ship motion simulation for optimal ship routing of a bulk carrier in rough seas2022

    • Author(s)
      Waskito Kurniawan T.、Sasa Kenji、Chen Chen、Kitagawa Yasushi、Lee Sang-Won
    • Journal Title

      Ocean Engineering

      Volume: 260 Pages: 111731-111731

    • DOI

      10.1016/j.oceaneng.2022.111731

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Practical method for evaluating wind influence on autonomous ship operations2022

    • Author(s)
      Maki Atsuo、Maruyama Yuuki、Dostal Leo、Sakai Masahiro、Sawada Ryohei、Sasa Kenji、Umeda Naoya
    • Journal Title

      Journal of Marine Science and Technology

      Volume: 27 Issue: 4 Pages: 1302-1313

    • DOI

      10.1007/s00773-022-00901-w

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Novel safety evaluation technique for ships in offshore anchorage under rough seas conditions for optimal ship routing2022

    • Author(s)
      Lee Sang-Won、Sasa Kenji、Chen Chen、Waskito Kurniawan T.、Cho Ik-Soon
    • Journal Title

      Ocean Engineering

      Volume: 253 Pages: 111323-111323

    • DOI

      10.1016/j.oceaneng.2022.111323

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Evaluation of ship performance for small-sized container ship with actual sea database in the Pacific Ocean along Japanese coast2022

    • Author(s)
      Maeda M.、Sasa K.、Terada D.、Oda H.、Tanaka Y.、Kosao M.、Asaki K.
    • Journal Title

      Trends in Maritime Technology and Engineering

      Volume: 1 Pages: 373-380

    • DOI

      10.1201/9781003320272-41

    • ISBN
      9781003320272
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Multiple analysis for optimal ship routing simulation of 28,000-DWT bulk carrier in the Southern Hemisphere2022

    • Author(s)
      Tanaka J.、Sasa K.、Maki A.、Chen C.
    • Journal Title

      Trends in Maritime Technology and Engineering

      Volume: 1 Pages: 461-468

    • DOI

      10.1201/9781003320272-51

    • ISBN
      9781003320272
    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Theoretical Estimation of Joint Probability Density Function of Roll Angle and Angular Acceleration in Beam Seas Using PDF Line Integral Method2022

    • Author(s)
      Maki, A., Dostal, L., Maruyama, Y., Sasa, K., Sakai, M., Sugimoto, K., Fukumoto, Y., and Umeda, N.
    • Journal Title

      Journal of Marine Science and Technology

      Volume: 27 Pages: 814-822

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Statistical Estimation of Container Condensation in Marine Transportation between Far East Asia and Europe2022

    • Author(s)
      Yuen, P.C., Sasa, K., Kawahara, H., and Chen, C.
    • Journal Title

      The Journal of Navigation

      Volume: Volume 75, Issue 1 Issue: 1 Pages: 176-199

    • DOI

      10.1017/s0373463321000746

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Estimation of Characteristics of Waves Encountered with a Ship by Using a Set of Data Obtained from Draft Measurement System2021

    • Author(s)
      寺田大介、小竿 誠、織田博行、笹 健児、田中良和
    • Journal Title

      The Journal of Japan Institute of Navigation

      Volume: 145 Issue: 0 Pages: 47-55

    • DOI

      10.9749/jin.145.47

    • NAID

      130008130476

    • ISSN
      0388-7405, 2187-3275
    • Related Report
      2021 Research-status Report
    • Peer Reviewed
  • [Journal Article] New Evaluation of Ship Mooring with Friction Effects on Mooring Rope and Cost-Benefit Estimation to Improve Port Safety2021

    • Author(s)
      Lee, S.W., Sasa, K., Aoki, S., Yamamoto, K., and Chen, C.
    • Journal Title

      International Journal of Naval Architecture and Ocean Engineering

      Volume: Vol.13 Pages: 306-320

    • DOI

      10.1016/j.ijnaoe.2021.04.002

    • NAID

      120007097063

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Speed Loss Analysis and Rough Wave Avoidance Algorithms for Optimal Ship Routing Simulation of 28,000-DWT Bulk Carrier2021

    • Author(s)
      Sasa, K., Chen, C., Fujimatsu, T., Shoji, R., and Maki, A.
    • Journal Title

      Ocean Engineering

      Volume: Vol.228 Pages: 1-18

    • DOI

      10.1016/j.oceaneng.2021.108800

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Statistical Analysis of Waves' Effects on Ship Navigation Using High-Resolution Numerical Wave Simulation and Shipboard Measurements2021

    • Author(s)
      Chen, C., Sasa, K., Prpic-Orsic, J., Mizojiri, T.
    • Journal Title

      Ocean Engineering

      Volume: Vol.229 Pages: 1-14

    • DOI

      10.1016/j.oceaneng.2021.108757

    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Multiple Evaluations of Speed Loss in Rough Sea Voyages for 28,000-DWT Bulk Carrier2021

    • Author(s)
      Sasa, K., Terada, D., Uchiyama, R., Chen, C., and Prpic-Orsic, J
    • Journal Title

      Proceedings of the 5th International Conference of Maritime Technology and Engineering, MARTECH 2020

      Volume: MARTECH 2020 Pages: 53-61

    • DOI

      10.1201/9781003216599-7

    • ISBN
      9781003216599
    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Effects of GPV Datasets on WRF Modelling of Ocean Surface Wind in Rough Seas2021

    • Author(s)
      Chen, C., Sasa, K., Ohsawa, T., and Terada, D.
    • Journal Title

      Proceedings of the 5th International Conference of Maritime Technology and Engineering, MARTECH 2020

      Volume: MARTECH 2020 Pages: 11-18

    • DOI

      10.1201/9781003216599-2

    • ISBN
      9781003216599
    • Related Report
      2021 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Analysis of Ship Maneuvering Difficulties under Severe Weather Based on Onboard Measurements and Realistic Simulation of Ocean Environment2021

    • Author(s)
      Jing, Q., Sasa, K., Chen, C., Yin, Y., Yasukawa, H., and Terada, D.
    • Journal Title

      Ocean Engineering

      Volume: 221 Pages: 108254-108254

    • DOI

      10.1016/j.oceaneng.2020.108524

    • NAID

      120006993670

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Analysis of the Onboard Weather Conditions Governing Container Condensation in Voyage between Asia and Europe2020

    • Author(s)
      Yuen, P.C., Sasa, K., Kawahara, H., and Chen, C.
    • Journal Title

      日本船舶海洋工学会講演会論文集

      Volume: 31 Pages: 315-320

    • NAID

      40022809233

    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Journal Article] Comparative Study on WRF Model Simulations from the Viewpoint of Optimum Ship Routing2020

    • Author(s)
      Chen, C., Sasa, K., Ohsawa, T., and Prpic-Orsic, J.
    • Journal Title

      Ocean Engineering

      Volume: 207 Pages: 107309-107309

    • NAID

      120006867364

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Uncertainties of Ship Speed Loss Evaluation under Real Weather Conditions2020

    • Author(s)
      Prpic-Orsic, J., Sasa, K., Valcic, M., and Faltinsen, O.M.
    • Journal Title

      Journal of Offshore Mechanics and Arctic Engineering

      Volume: 142 Issue: 3 Pages: 1-5

    • DOI

      10.1115/1.4045790

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Comparative Assessment of NCEP and ECMWF Global Datasets and Numerical Approaches on Rough Sea Ship Navigation based on Numerical Simulation and Shipboard Measurements2020

    • Author(s)
      Chen, C., Sasa, K., Ohsawa, T., Kashiwagi, M., and Prpic-Orsic, J., and Mizojiri, T.
    • Journal Title

      Applied Ocean Research

      Volume: 101 Pages: 1-13

    • DOI

      10.1016/j.apor.2020.102219

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Numerical Investigation on the Scharnov Turn Maneuver for Large Vessels2020

    • Author(s)
      Jing, Q., Sasa, K., Chen, C., Zhang, X., and Yin, Y.
    • Journal Title

      Transactions of Navigation

      Volume: 5 Issue: 1 Pages: 17-27

    • DOI

      10.18949/jintransnavi.5.1_17

    • NAID

      130007808086

    • ISSN
      2189-5511
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] On Time-Frequency Characteristics of Fluctuation for Main Engine Rotational Speed in Rough Seas2019

    • Author(s)
      寺田大介,笹 健児,若林伸和
    • Journal Title

      The Journal of Japan Institute of Navigation

      Volume: 141 Issue: 0 Pages: 1-8

    • DOI

      10.9749/jin.141.1

    • NAID

      130007793915

    • ISSN
      0388-7405, 2187-3275
    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] NEW EVALUATION FOR M00RING PROBLEM FROM COST-BENEFIT EFFECT2019

    • Author(s)
      笹 健児,青木伸一,藤田知宏,陳 辰
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering)

      Volume: 75 Issue: 2 Pages: I_1243-I_1248

    • DOI

      10.2208/kaigan.75.I_1243

    • NAID

      130007730144

    • ISSN
      1883-8944, 1884-2399
    • Related Report
      2019 Research-status Report
    • Peer Reviewed
  • [Journal Article] Evaluation of Speed Loss in Bulk Carriers with Actual Data from Rough Sea Voyages2019

    • Author(s)
      Sasa, K., Takeuchi, K., Chen, C., Faltinsen, O.M., Prpic-Orsic, J., Valcic, M., Mrakovic, T., and Herai, N.
    • Journal Title

      Ocean Engineering

      Volume: 187 Pages: 1-19

    • DOI

      10.1016/j.oceaneng.2019.106162

    • NAID

      120006882469

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] データ解像度の違いによる最適運航シミュレーション結果への影響比較2018

    • Author(s)
      藤松拓也、笹 健児、陳 辰、庄司るり
    • Journal Title

      日本船舶海洋工学会講演会論文集

      Volume: 27 Pages: 517-522

    • NAID

      40021747452

    • Related Report
      2018 Research-status Report
  • [Journal Article] Energy Efficiency of Ship Under Real Weather Conditions2018

    • Author(s)
      Prpic-Orsic , J., Sasa, K., Valcic, M., and Faltinsen, O. M.
    • Journal Title

      Proceedings of the 37th International Conference on Ocean, Offshore and Arctic Engineering, OMAE2018

      Volume: CD Pages: 1-7

    • DOI

      10.1115/omae2018-78514

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Survey and Analysis on Safety of Ship Mooring Operations in Japanese Ports Facing Open Seas2018

    • Author(s)
      Sasa, K., Mitsui, M., and Tamura, M.
    • Journal Title

      Proceedings of the 37th International Conference on Ocean, Offshore and Arctic Engineering, OMAE2018

      Volume: CD Pages: 1-8

    • DOI

      10.1115/omae2018-77387

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] CURRENT ANALYSIS OF SHIP MOORING AND EMERGENCY SAFE SYSTEM2018

    • Author(s)
      笹 健児,三井正雄,青木伸一,田村政彦
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering)

      Volume: 74 Issue: 2 Pages: I_1399-I_1404

    • DOI

      10.2208/kaigan.74.I_1399

    • NAID

      130007503974

    • ISSN
      1883-8944, 1884-2399
    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] On-board Monitoring Data Analysis Based on Kernel Regression Model:Analysis of Shaft Power Component2018

    • Author(s)
      Minoura, M.
    • Journal Title

      Proceedings of Smart Ship Technology 2018

      Volume: CD Pages: 1-6

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Thermal Response Characteristics of Reefer Container due to Change in Outside Air Condition2018

    • Author(s)
      Kawahara, H., Yamachika, S.
    • Journal Title

      Proceedings of 20th International Conference on Fluids and Thermal Engineering, CD-E128

      Volume: CD Pages: 1-6

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Presentation] Numerical Simulation of Cargo Lashing of Trailers for Coastal Ferry under Rough Seas2022

    • Author(s)
      笹健児, Sang-Won Lee, 島田遼太郎
    • Organizer
      日本船舶海洋工学会 第20回推進・運動性能研究会
    • Related Report
      2022 Annual Research Report
  • [Presentation] Development of Optimal Ship Routing and Evaluation of Maneuvering Difficulty with Onboard Measuring2021

    • Author(s)
      Sasa, K
    • Organizer
      14th Baska GNSS Conference
    • Related Report
      2021 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Risk Assessment of Anchoring Ship Motions as a Part of Optimal Ship Routing Offshore Harbor under Rough Sea Conditions2021

    • Author(s)
      Sang-Won Lee, 笹健児, 陳辰
    • Organizer
      日本船舶海洋工学会 第20回推進・運動性能研究会
    • Related Report
      2021 Research-status Report
  • [Presentation] Evaluation of Time Series Ship Motions in Actual Seas in Global Sea Areas2021

    • Author(s)
      Kurniawan Teguh Waskito, 笹 健児, 陳 辰
    • Organizer
      日本船舶海洋工学会 第20回推進・運動性能研究会
    • Related Report
      2021 Research-status Report
  • [Presentation] 実船の遭遇風速・風向の時系列データのシミュレーション環境下での再現法についての研究2021

    • Author(s)
      牧 敦生, 丸山湧生, Leo Dostal, 酒井政宏, 澤田涼平, 笹 健児, 梅田直哉
    • Organizer
      日本船舶海洋工学会 第20回推進・運動性能研究会
    • Related Report
      2021 Research-status Report
  • [Presentation] 車両貨物から見た荒天航海時における大型フェリーの安全性評価2021

    • Author(s)
      島田遼太郎, 笹 健児, 車両貨物から見た荒天航海時における大型フェリーの安全性評価
    • Organizer
      日本船舶海洋工学会 第20回推進・運動性能研究会
    • Related Report
      2021 Research-status Report
  • [Presentation] 日本近海を航行する内航コンテナ船の実海域性能から見た燃費特性について2021

    • Author(s)
      笹 健児
    • Organizer
      日本船舶海洋工学会関西支部 KFR・KSSG共催シンポジウム 実船モニタリングの最前線
    • Related Report
      2021 Research-status Report
    • Invited
  • [Presentation] 放射伝熱による舶用ドライ コンテナ内の汗濡れの形成2020

    • Author(s)
      川原秀夫,川上拓也,笹 健児
    • Organizer
      日本機械学会・中国四国支部第58期総会・講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] 実船モニタリングデータを用いた縦揺れの確率分布の予測2019

    • Author(s)
      寺田 大介 , 小竿 誠 , 田中 良和 , 笹 健児
    • Organizer
      日本船舶海洋工学会 第14回推進・運動性能研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] Evaluation and simulation of ship maneuvering motion in rough seas based on-board measurement system2019

    • Author(s)
      景 乾峰 , 笹 健児 , 陳 辰 , 安川 宏紀
    • Organizer
      日本船舶海洋工学会 第14回推進・運動性能研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] 荒天航海時における風の再現性を支配するパラメーター についての一考察2019

    • Author(s)
      陳 辰 , 笹 健児 , 大澤 輝夫
    • Organizer
      日本船舶海洋工学会第13回推進・運動性能研究会
    • Related Report
      2019 Research-status Report
  • [Presentation] 実海域における荒天時の意識的減速に関する実態調査およびデータ分析2019

    • Author(s)
      笹 健児
    • Organizer
      日本船舶海洋工学会 第77回実海域性能研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] 荒天航海時に遭遇する風波特性の再現性に関する比較検 証-大気計算の境界条件およびデータ同化が再現精度に 及ぼす影響-2019

    • Author(s)
      米村太志、陳 辰、笹 健児、大澤輝夫
    • Organizer
      日本船舶海洋工学会 第12回推進・運動性能研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] 外気条件の変化によるリーファーコンテナ内の熱応答特性2018

    • Author(s)
      川原秀夫,山近翔輝,石田廣史
    • Organizer
      第88回(平成30年)マリンエンジニアリング学術講演会
    • Related Report
      2018 Research-status Report
  • [Presentation] 日射量の変化がドライコンテナの熱応答に与える影響2018

    • Author(s)
      川上拓也,川原秀夫,笹健児
    • Organizer
      第30回中四国伝熱セミナー,中四国熱科学・工学研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] 実海域データから見た荒天航海時の意識的減速について -アンケート調査および減速パターンの評価モデルにつ いて-2018

    • Author(s)
      竹内海智、笹 健児、陳 辰
    • Organizer
      日本船舶海洋工学会 第11回推進・運動性能研究会
    • Related Report
      2018 Research-status Report

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Published: 2018-07-25   Modified: 2024-01-30  

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