首页|期刊导航|高压物理学报|基于变可信度代理模型技术的反拱爆破片爆破性能优化设计

基于变可信度代理模型技术的反拱爆破片爆破性能优化设计OA

Bursting Performance Optimization of Reverse-Arched Bursting Discs Based on Variable Fidelity Surrogate Models

中文摘要英文摘要

根据反拱爆破片(reverse-arched bursting discs,RABDs)爆破性能的高、低精度有限元计算结果,通过构建分层克里金(H-Kriging)代理模型,实现了反拱爆破片爆破压力的快速预报,建立了反拱爆破片爆破性能的数学模型,基于此进行反拱爆破片的结构优化设计.研究结果表明,基于高、低精度有限元模型所构建的爆破压力-结构参数的分层克里金代理模型,能在显著节约计算成本的前提下,准确预报反拱爆破片的爆破压力.针对反拱爆破片结构的初始设计方案,采用遗传算法进行优化设计,优化方案能够在考虑爆破片厚度加工公差的情形下,使爆破压力的波动幅度降低 58.8%,从而大大降低反拱爆破片爆破压力对厚度加工误差的敏感程度,具有较高的工程参考价值.

To address the optimization design problem of the bursting performance of reverse-arched bursting discs(RABDs),a hierarchical Kriging(H-Kriging)surrogate model was constructed based on both high-and low-fidelity finite element analysis results.This model enables the rapid prediction of the burst pressure of RABDs,facilitating the development of a mathematical model for performance optimization and structural improvement.The results show that the H-Kriging surrogate model relating burst pressure to structural parameters based on high-and low-fidelity finite element models can significantly reduce computational cost while accurately predicting the burst pressure of RABDs.For the initial structural design scheme of RABDs,optimization was carried out using a genetic algorithm,with the optimized design accounting for manufacturing tolerance in disc thickness.This resulted in a 58.8%reduction in burst pressure fluctuation,significantly reducing the sensitivity of burst pressure to thickness manufacturing errors and providing valuable engineering reference.

余耀文;梁浩;陈长海;蒲炜强

华中科技大学船舶与海洋工程学院,湖北 武汉 430074中国工程物理研究院总体工程研究所,四川 绵阳 621999华中科技大学船舶与海洋工程学院,湖北 武汉 430074中国工程物理研究院总体工程研究所,四川 绵阳 621999

数理科学

反拱爆破片爆破压力代理模型优化设计结构参数

reverse-arched bursting discsbursting pressuresurrogate modeloptimization designstructural parameter

《高压物理学报》 2026 (4)

85-93,9

国家自然科学基金(52071149)

10.11858/gywlxb.20251123

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