陈俊岭, 何欣恒, 丛欧. 基于改进遗传算法的钢-混组合式风电机组塔架优化设计研究[J]. 太阳能学报, 2021, 42(7): 359-365. DOI: 10.19912/j.0254-0096.tynxb.2019-0415
引用本文: 陈俊岭, 何欣恒, 丛欧. 基于改进遗传算法的钢-混组合式风电机组塔架优化设计研究[J]. 太阳能学报, 2021, 42(7): 359-365. DOI: 10.19912/j.0254-0096.tynxb.2019-0415
Chen Junling, He Xinheng, Cong Ou. DESIGN OPTIMIZATION OF STEEL-CONCRETE HYBRID WIND TURBINE TOWER BASED ON IMPROVED GENETIC ALGORITHM[J]. Acta Energiae Solaris Sinica, 2021, 42(7): 359-365. DOI: 10.19912/j.0254-0096.tynxb.2019-0415
Citation: Chen Junling, He Xinheng, Cong Ou. DESIGN OPTIMIZATION OF STEEL-CONCRETE HYBRID WIND TURBINE TOWER BASED ON IMPROVED GENETIC ALGORITHM[J]. Acta Energiae Solaris Sinica, 2021, 42(7): 359-365. DOI: 10.19912/j.0254-0096.tynxb.2019-0415

基于改进遗传算法的钢-混组合式风电机组塔架优化设计研究

DESIGN OPTIMIZATION OF STEEL-CONCRETE HYBRID WIND TURBINE TOWER BASED ON IMPROVED GENETIC ALGORITHM

  • 摘要: 将传统的单管风电机组钢制塔架底部改为混凝土塔架,形成钢-混组合式风电机组塔架,可有效提高塔架的抗侧刚度,解决纯钢制单管风电机组高塔振动过大的问题。基于改进的遗传算法,综合考虑材料、人工、制作和运输等因素对塔架建造成本的影响,以塔架外径、壁厚、混凝土段高度和预应力钢绞线面积等为优化变量,以相关规范和行业标准的设计要求为约束条件,建立优化设计程序对某单机装机容量为2.0 MW、混塔土段32 m总高度为120 m的钢-混组合式风电机组塔架进行优化。通过优化前后的成本和结构承载力等计算结果的对比,表明优化后钢-混组合式风电机组塔架具有较好的塔架刚度和经济性能,证明该优化程序能满足设计使用要求,提高结构设计的经济性。

     

    Abstract: The steel-concrete hybrid wind turbine tower is characterized by the lower part of the traditional steel tube tower replaced with the concrete segment.Its lateral stiffness will be improved obviously and then the excessive vibration of the traditional steel tower can be avoided effectively.Based on the improved genetic algorithm,an optimization model is developed to consider the influence of materials,labor,fabrication and transportation on its construction cost.The bottom and top diameters of the tower tube,the wall thickness of each segment,the height of the concrete segment and the area of the prestressed steel strand are taken as the optimization variables.The design requirements in the relevant specifications and industry standards are used as the constraint conditions.A steelconcrete hybrid tower for a 2.0 MW wind turbine with a hub height of 120 m and 32 m concrete segment is taken as an example to validate the effectiveness of the proposed model.By comparing the construction costs and structural capacities before and after optimization,it can be found that the steel-concrete hybrid wind turbine tower after optimization has the better structural stiffness and lower construction cost.The proposed optimization model can meet the design requirements and significantly improve the economic performance of wind turbine tower.

     

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