Politecnico di Milano, Department of Civil and Environmental Engineering (DICA) - Environmental Section, Piazza Leonardo da Vinci 32, 20133 Milano, Italy.
University of Western Ontario, Department of Chemical and Biochemical Engineering, London, Ontario, Canada N6A 5B9; Trojan Technologies, 3020 Gore Road, London, Ontario, Canada N5V 4T7.
Water Res. 2016 Jan 1;88:117-126. doi: 10.1016/j.watres.2015.09.039. Epub 2015 Sep 28.
A computational fluid dynamic (CFD) model was developed to describe the process performance of a semi-batch annular TiO2-UV photoreactor in an Eulerian framework. The model accounted for the optical behaviour of titanium dioxide (TiO2) suspensions, the flow distribution and the oxalic acid degradation in the reactor. The scattering component of the optical model, explicitly included in the CFD simulations using a TiO2-specific scattering phase function integrated in the radiative transfer equation, was calibrated using an optical goniometer by comparing simulated scattering light profiles against irradiance measurements collected for various TiO2 concentrations and UV wavelengths and subsequently solved by the discrete ordinate (DO) radiation model. Several scattering phase functions were tested against the goniometric measurements confirming that the Henyey-Greenstein (HG) equation was the most appropriate angular distribution function at 254 and 355 nm, irrespective of the TiO2 concentration. Using the calibrated HG function, a new approach for quantifying the absolute values of absorption and scattering coefficients in TiO2 suspensions was proposed. It consists of iteratively solving, using the DO model, the radiative transfer equation for various combinations of absorption and scattering coefficients until the error between observed and predicted angular irradiance measurements is minimized. The accuracy of the optical parameters was verified with independent CFD simulations carried out for an annular photoreactor and already available in the literature. Predicted and simulated irradiance and oxalic acid degradation data were found to be in excellent agreement, confirming the considerable potential of the integrated modelling approach presented in this paper for the design, optimization and scale-up of photocatalytic technologies for water and wastewater treatment applications.
建立了一个计算流体动力学 (CFD) 模型,以在欧拉框架内描述半分批环形 TiO2-UV 光反应器的过程性能。该模型考虑了二氧化钛 (TiO2) 悬浮液的光学行为、流场分布以及反应器中的草酸降解。在 CFD 模拟中,明确包含光学模型的散射分量,使用集成在辐射传递方程中的 TiO2 特定散射相函数进行积分,该散射相函数通过光测角仪进行校准,将模拟散射光分布与不同 TiO2 浓度和 UV 波长的辐照度测量值进行比较,并随后通过离散坐标 (DO) 辐射模型进行求解。测试了几种散射相函数与测角仪测量值的对比,证实 Henyey-Greenstein (HG) 方程在 254nm 和 355nm 下是最适合的角分布函数,与 TiO2 浓度无关。使用校准的 HG 函数,提出了一种用于量化 TiO2 悬浮液中吸收和散射系数绝对值的新方法。该方法包括使用 DO 模型迭代求解辐射传递方程,针对各种吸收和散射系数组合进行求解,直到观察到的和预测的角辐照度测量值之间的误差最小化。使用已有的环形光反应器的独立 CFD 模拟验证了光学参数的准确性。预测和模拟的辐照度和草酸降解数据非常吻合,证实了本文提出的集成建模方法在水和废水处理应用中设计、优化和放大光催化技术方面具有很大的潜力。