首页|期刊导航|华北水利水电大学学报(自然科学版)|基于Kriging模型与遗传算法的月牙肋钢岔管结构优化设计

基于Kriging模型与遗传算法的月牙肋钢岔管结构优化设计OA

Optimization Design of Crescent-Rib Reinforced Steel Bifurcation Structure Based on Kriging Model and Genetic Algorithm

中文摘要英文摘要

[目的]月牙肋钢岔管是目前抽水蓄能电站最常用的岔管形式,本研究旨在实现兼顾其结构安全性和经济性的高效优化设计.[方法]针对岔管结构设计时的结构非线性和设计参数响应值之间复杂的隐式关系,采用三维参数化建模和拉丁超立方采样进行试验设计,利用 Kriging 模型建立包括管壁厚度、肋板厚度和肋板中央截面宽度在内的岔管关键设计参数和关键点 Mises 应力的非线性映射关系,通过遗传算法实现岔管体型参数的最佳寻优方案.[结果]优化后的岔管体积与原设计相比由 20.901 m3 变为15.780 m3,减小24.5%;岔管各部位应力分布均匀,均低于规范允许的抗力限值,钢材强度得以充分发挥,且相邻椎管段壁厚差值满足焊接要求.[结论]采用该方法能够在确保结构安全的前提下有效降低钢材用量,提高月牙肋钢岔管优化设计效率和精度,并可为类似岔管的优化设计提供参考.

[Objective]The crescent-rib reinforced steel bifurcation is the most commonly used type of bifurcated pipe in pumped storage power stations.This study aims to achieve an efficient optimization design that balances structural safety and economic efficiency.[Methods]Aiming at the structural nonlinearity and the complex implicit relationship between design parameters and response values in the design of bifurcated pipe structure,three-dimensional parametric modeling and Latin hypercube sampling were used for experimental design.The Kriging model was used to establish the nonlinear mapping rela-tionship between the key design parameters of the bifurcated pipe and the Mises stress value of the key points,including the thickness of the pipe wall,the thickness of the rib plate,and the width of the central section of the rib plate.The genetic al-gorithm was used to realize the optimal scheme of the shape parameters of the bifurcated pipe.[Results]The optimized vol-ume of the bifurcated pipe decreased from 20.901 m3 to 15.780 m3 compared to the original design,representing a decrease of 24.5%.The stress distribution across various parts of the bifurcated pipe was uniform,with all values remaining below the allowable resistance limits specified by the relevant standards.This allowed for the full utilization of the steel material's strength.Additionally,the wall thickness difference between adjacent conical pipe sections met the requirements for welding.[Conclusions]This method can effectively reduce steel consumption while ensuring structural safety,improve the efficiency and accuracy of the optimization design for crescent-rib reinforced steel bifurcation,and provide a reference for the optimiza-tion design of similar bifurcated pipes.

蒋莉;马增辉;许新勇;刘宪亮

华北水利水电大学 水利学院,河南 郑州 450046华北水利水电大学 水利学院,河南 郑州 450046||重庆市水利电力建筑勘测设计研究院有限公司,重庆 401120华北水利水电大学 水利学院,河南 郑州 450046华北水利水电大学 水利学院,河南 郑州 450046||中国南水北调集团中线有限公司,北京 100038||南阳师范学院 南水北调学院,河南 南阳 473061

建筑与水利

月牙肋钢岔管Kriging模型结构优化遗传算法

crescent-rib reinforced steel bifurcationKriging modelstructural optimizationgenetic algorithm

《华北水利水电大学学报(自然科学版)》 2026 (3)

123-132,10

河南省自然科学基金项目(262300420052)河南省重点研发与推广专项项目(262102320049)河南省科技攻关项目(252102211039).

10.19760/j.ncwu.zk.2026045

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