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带随机载荷振荡浮子式波能转换结构的参数优化设计与功率响应分析

王德莉 杨雯 韦玮 裴海清 徐伟

王德莉, 杨雯, 韦玮, 裴海清, 徐伟. 带随机载荷振荡浮子式波能转换结构的参数优化设计与功率响应分析[J]. 应用数学和力学, 2024, 45(12): 1515-1529. doi: 10.21656/1000-0887.450201
引用本文: 王德莉, 杨雯, 韦玮, 裴海清, 徐伟. 带随机载荷振荡浮子式波能转换结构的参数优化设计与功率响应分析[J]. 应用数学和力学, 2024, 45(12): 1515-1529. doi: 10.21656/1000-0887.450201
WANG Deli, YANG Wen, WEI Wei, PEI Haiqing, XU Wei. Parameter Optimization Design and Power Response Analysis of Oscillating Buoy Wave Energy Converters With Random Loads[J]. Applied Mathematics and Mechanics, 2024, 45(12): 1515-1529. doi: 10.21656/1000-0887.450201
Citation: WANG Deli, YANG Wen, WEI Wei, PEI Haiqing, XU Wei. Parameter Optimization Design and Power Response Analysis of Oscillating Buoy Wave Energy Converters With Random Loads[J]. Applied Mathematics and Mechanics, 2024, 45(12): 1515-1529. doi: 10.21656/1000-0887.450201

带随机载荷振荡浮子式波能转换结构的参数优化设计与功率响应分析

doi: 10.21656/1000-0887.450201
基金项目: 

国家自然科学基金 12372033

国家自然科学基金 12002250

陕西数理基础科学研究项目 22JSQ029

详细信息
    作者简介:

    杨雯(2002—),女,硕士生(E-mail: wyang08042@163.com)

    裴海清(1990—),男,副教授,博士(E-mail: hqpei@nwpu.edu.cn)

    通讯作者:

    王德莉(1990—),女,教授,博士(通讯作者. E-mail: dlwang@xauat.edu.cn)

  • 中图分类号: O322;O324

Parameter Optimization Design and Power Response Analysis of Oscillating Buoy Wave Energy Converters With Random Loads

  • 摘要: 振荡浮子式波能转换结构是波浪能发电系统的一类核心做功单元,它的研建对于我国沿海地区发展、海洋平台建设等方面的供电瓶颈技术推进上具有重大意义. 为研究其机械构型、参数设计、俘能机制,该文建立了多自由度波能转换结构耦合运动模型. 通过对粒子群等智能算法进行优化,克服了多自由度迭代规模过大以及局部最优解困境等问题,丰富了算法功能,定性及定量测算了波能转换结构在二/四自由度、线性/非线性阻尼、两场景结构尺寸参数调控下的振荡及俘能效果. 验证了多自由度、非线性阻尼等振控条件的俘能优势,同步探寻此类结构的动力学行为规律、参数优化设计及俘能机制高效路径. 引入随机载荷以优化模型精度并做进一步探索,总结了噪声差异引致结构俘能效果的作用规律. 为实际工程中波浪能转换结构的有效应用模式发展了新思路.
  • 图  1  振荡浮子式WEC结构概念图

       为了解释图中的颜色,读者可以参考本文的电子网页版本,后同.

    Figure  1.  Conceptual diagram of the oscillating-buoy WEC structure

    图  2  WEC结构模型示意图

    Figure  2.  Schematic diagram of the WEC structural model

    图  3  WEC结构三维时间历程图及浮子-振子相对垂荡位移

    Figure  3.  The 3D time history diagram of the WEC structure and the float-oscillator relative heaving displacement

    图  4  WEC结构三维时间历程图及振子-浮子相对位移

    Figure  4.  The 3D time history diagram of the WEC structure and the oscillator-float relative displacement

    图  5  最优阻尼系数范围搜索过程

    Figure  5.  The search process for the range of optimal damping coefficients

    图  6  修缮后黄金分割法思维流程图

    Figure  6.  The revised golden section thinking flow chart

    图  7  改良PSO算法思维流程图

    Figure  7.  Improved PSO algorithm thinking flow chart

    图  8  改良优化算法迭代过程

    Figure  8.  The iterative process of the improved optimization algorithm

    图  9  最大平均输出功率随波浪频率变化

    Figure  9.  The maximum average output power vs. the wave frequency

    图  10  模拟退火算法思维流程图

    Figure  10.  The simulated annealing algorithm thinking flow chart

    图  11  不同强度随机载荷引起波面趋势的对比

    Figure  11.  Comparison of wave surface trends caused by random loads of different intensities

    图  12  不同噪声强度下WEC结构的动力学响应特征

    Figure  12.  Dynamic response characteristics of the WEC structure at different noise intensities

    图  13  不同噪声强度下不同阻尼系数对应平均输出功率随起始时间变化

    Figure  13.  The average output power vs. the starting time corresponding to different damping coefficients under different noise intensities

    表  1  WEC结构尺寸及环境参数设置

    Table  1.   WEC structure sizes and environmental parameters

    parameter value of parameter Ⅰ value of parameter Ⅱ
    float mass m1/kg 4 866 9 732
    float bottom radius r1/m 1 2
    float cylinder height H1/m 3 6
    float cone height (H2H1)/m 0.8 1.6
    oscillator mass m2/kg 2 433 4 866
    oscillator radius r2/m 0.5 1
    oscillator heighth/m 0.5 1
    sea water density ρ/(kg/m3) 1 025 1 025
    gravitational acceleration g/(m/s2) 9.8 9.8
    spring stiffness k0/(N/m) 80 000 80 000
    spring original length l0/m 0.5 1
    torsional spring stiffness kr/(N·m) 250 000 250 000
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  • 收稿日期:  2024-07-10
  • 修回日期:  2024-10-10
  • 刊出日期:  2024-12-01

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