Chinese Journal of Ship Research, Volume. 16, Issue 4, 155(2021)

Ballast water allocation optimization of crane vessels based on MOEA/D algorithm

Jia ZHOU and Lei SONG
Author Affiliations
  • Naval Architecture and Port Engineering College, Shandong Jiaotong University, Weihai 264209, China
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    Figures & Tables(7)
    [in Chinese]
    [in Chinese]
    [in Chinese]
    • Table 1. Main parameters of crane vessel

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      Table 1. Main parameters of crane vessel

      参数数值
      船长/m131.08
      船宽/m40
      型深/m10.75
      起吊能力/t1 000
      吊机回转中心距艉封板的距离/m(6.68,0)
      吊臂长度/m35
    • Table 2. Results of MOEA/D algorithm

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      Table 2. Results of MOEA/D algorithm

      压载水舱压载水量/t
      初始10°20°30°40°50°60°70°80°90°
      NO.1 TK_1C0.0446.3446.3446.3446.3446.3446.3446.3446.3446.3446.3
      NO.13 TK_6P1461.71461.71461.71461.71461.71461.71461.71461.71461.71461.71461.7
      NO.14 TK_6C797.8797.8658.4658.1636.5612.8403.8397.0397.0201.1201.1
      NO.15 TK_6S876.5876.51007.51339.81634.41893.31933.82137.02137.02182.52182.5
      NO.22 TK_9P622.0598.3598.3598.3598.3598.3598.3598.3598.3598.3598.3
      NO.23 TK_9CP121.8104.5104.5104.5104.5104.5104.5104.5104.5104.5104.5
      NO.24 TK_9CS306.383.383.383.383.383.383.383.383.383.383.3
      NO.25 TK_9S470.3270.5270.5270.5270.5270.5270.5270.5270.5270.5270.5
      总压载水量4 656.54 638.94 630.54 962.75 235.55 470.75 302.25 498.65 498.65 348.15 348.1
    • Table 3. Results of NSGA-II algorithm

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      Table 3. Results of NSGA-II algorithm

      压载水量/t
      初始10°20°30°40°50°60°70°80°90°
      NO.1 TK_1C0.0143.6143.6143.6143.6585.4585.4585.4585.4585.4585.4
      NO.13 TK_6P1461.71461.71461.71461.71622.91622.91636.81636.81871.91871.91875.0
      NO.14 TK_6C797.8797.8483.7109.4103.1103.199.599.5108.8108.875.4
      NO.15 TK_6S876.5876.5868.5837.7957.4957.41234.31234.31442.41442.41450.9
      NO.22 TK_9P622.0617.4617.4617.4617.460.560.560.560.560.560.5
      NO.23 TK_9CP121.8121.2121.2121.2121.2777.4777.4777.4777.4777.4777.4
      NO.24 TK_9CS306.3271.5271.5271.5271.5261.0261.0261.0261.0261.0261.0
      NO.25 TK_9S470.3466.8466.8466.8466.8512.0512.0512.0512.0512.0512.0
      总压载水量4 656.54 756.64 434.44 029.34 303.94 879.75 166.95 166.95 619.45 619.45 597.6
    • Table 4. Results of GA algorithm

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      Table 4. Results of GA algorithm

      压载水量/t
      初始10°20°30°40°50°60°70°80°90°
      NO.1 TK_1C0.0415.7415.7415.7415.7415.7415.7114.6114.6114.6191.8
      NO.13 TK_6P1461.71461.71461.71461.71461.71461.71461.71461.71461.71461.71461.7
      NO.14 TK_6C797.8797.8396.4131.625.40.00.00.00.00.00.0
      NO.15 TK_6S876.5876.5824.9899.61116.41386.81635.41635.41784.31875.11875.1
      NO.22 TK_9P622.022.222.222.222.222.222.270.270.270.2360.9
      NO.23 TK_9CP121.8334.6334.6334.6334.6334.6334.6342.6342.6342.6334.0
      NO.24 TK_9CS306.3215.2215.2215.2215.2215.2215.245.145.145.145.5
      NO.25 TK_9S470.3183.3183.3183.3183.3183.3183.3175.4175.4175.4270.5
      总压载水量4 656.54 307.23 854.13 664.13 774.74 019.74 268.33 845.03 993.94 084.64 539.5
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    Jia ZHOU, Lei SONG. Ballast water allocation optimization of crane vessels based on MOEA/D algorithm[J]. Chinese Journal of Ship Research, 2021, 16(4): 155

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    Paper Information

    Category: Ship Design and Performance

    Received: Jul. 29, 2020

    Accepted: --

    Published Online: Mar. 28, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.02049

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