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Simulating the effect of multiple scattering on images of dense sprays

机译:模拟多次散射对致密喷雾图像的影响

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When using optical diagnostics to measure sprays and other two-phase flows it is common to assume that each detected photon has scattered from only one droplet or particle. However in dense particle fields the number which have scattered more than once may be significant. These multiply scattered photons carry information about more than one region in the spray and as a result the measurement or image becomes difficult to interpret and the accuracy of the measurement is reduced. We have written a flexible Monte Carlo photon transport simulation code capable of handling any 3D geometry and particularly suited to two-phase flows. The code has been used to simulate photon transport in typical dense spray imaging experiments, to quantify the error introduced by multiple scattering. The results show that up to 50% of the photons reaching the camera are multiply scattered. Under the conditions modelled, camera aperture is ineffective in reducing the contribution of multiple scattering to the image. The particles modelled here are non-absorbing, and their scattering is forward dominated. As a result multiple scattering causes little blur or position-dependent attenuation in the images. For particles nearer the Rayleigh limit, forward scattering is not so dominant and blur may be more serious. For thicker systems and systems with absorbing particles the effects are also expected to be more serious.
机译:当使用光学诊断测量喷雾和其他两相流量时,通常假设每个检测到的光子已经从一个液滴或粒子散射。然而,在致密的粒子场中,散射不止一次的数量可能是显着的。这些乘法散射光子在喷射中携带大约一个以上区域的信息,并且由于测量或图像变得难以解释,并且减少了测量的准确性。我们已经写了一个灵活的蒙特卡罗光子传输仿真代码,能够处理任何3D几何,特别适合两相流动。代码已用于模拟典型的密集喷雾成像实验中的光子传输,以量化多个散射引入的误差。结果表明,到达相机的光子的最高可达50%的光子倍数。在模型的条件下,相机孔径在减少对图像的多个散射的贡献中是无效的。这里建模的颗粒是非吸收的,并且它们的散射是正向主导的。结果,多次散射导致图像中的小模糊或位置依赖性衰减。对于瑞利极限更近的粒子,前向散射不是如此优势,并且模糊可能更严重。对于具有吸收粒子的较厚的系统和系统,效果也预期更严重。

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