Spatial-temporal characteristics analysis of laser-induced shockwave pressure by reverse optimization with multi-island genetic algorithm

Yuyuan Tang, Xiangfan Nie, Haonian Wu, Ming Xu, Li Yan
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Abstract

Laser-induced shock wave (LSW) represents a significant phenomenon arising from the interaction between laser radiation and matter. In this study, we establish a finite element and optimization model constrained by a physical framework. Utilizing multichannel photon Doppler velocimeter experimental data as the target for matching, we directly acquire the spatiotemporal pressure characteristics of LSW through the multi-island genetic algorithm. The optimized outcomes show deviations from experimental results within 10%. Research reveals that the spatial uniformity of pressure deteriorates with increasing power density, accompanied by a gradual reduction in the proportion of peak pressure. Temporally, aside from the pressure caused by plasma, there are some small pressure peaks. When the laser's full width half maximum reaching 100 or 200 ns, the pressure decays prematurely. The duration of pressure does not extend to two to three times the duration of the laser pulse.
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利用多岛遗传算法反向优化分析激光诱导冲击波压力的时空特性
激光诱导冲击波(LSW)是激光辐射与物质相互作用产生的一种重要现象。在本研究中,我们建立了一个受物理框架约束的有限元和优化模型。以多通道光子多普勒测速仪实验数据为匹配目标,通过多岛遗传算法直接获取 LSW 的时空压力特征。优化结果与实验结果的偏差在 10%以内。研究发现,压力的空间均匀性会随着功率密度的增加而变差,同时峰值压力的比例也会逐渐降低。从时间上看,除了等离子体造成的压力外,还有一些小的压力峰值。当激光全宽半最大值达到 100 或 200 ns 时,压力过早衰减。压力持续时间不会超过激光脉冲持续时间的两到三倍。
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