Predictive Model for UV Light Irradiation and Reaction Kinetics in … · 2017-10-31 · Predictive...

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Predictive Model for UV Light Irradiation and Reaction Kinetics in a Photocatalytic Reactor J. Roegiers, J. van Walsem, S. Denys

Transcript of Predictive Model for UV Light Irradiation and Reaction Kinetics in … · 2017-10-31 · Predictive...

Page 1: Predictive Model for UV Light Irradiation and Reaction Kinetics in … · 2017-10-31 · Predictive Model for UV Light Irradiation and Reaction Kinetics in a Photocatalytic Reactor

Predictive Model for UV Light Irradiation and Reaction Kinetics in a Photocatalytic Reactor

J. Roegiers, J. van Walsem, S. Denys

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Photocatalysis: How does it work?

Photocatalysis in our application: Activation of a photocatalyst (TiO2) with UV-light to degrade indoor

air pollution (VOCs)

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UV

H20 + CO2

Pollutant (VOC)

Substrate

TiO2

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Photocatalytic multi-tube reactor

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Goal: Development of a model to predict distribution of UV-light intensity and pollutant concentration

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UV-irradiance measurements

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Ray Optics

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Light is simulated as rays with a certain amount of power (W) and intensity (W/m²)

Initial guess for optical parameters such as refractive index and layer thickness of the coating (based on literature values):

Ray Power (W)

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Ray Optics

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Light is simulated as rays with a certain amount of power (W) and intensity (W/m²)

Optimization of optical parameters:

Optimization Validation

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Ray Optics

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Prediction at low irradiance

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Ray Optics

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The optimized parameters are used to simulate the irradiance distribution on the catalytic surface in a 3D-model:

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FTIR measurements

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Assembling experimental data for model calibration:

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Laminar flow

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CFD-simulation of velocity profile and pressure (inlet flow rate of 500 cm³/min)

Velocity (m/s)

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Pollutant concentration (CAcal,bulk) coupled with the laminar flow

Adsorption defined as a flux from bulk to boundary (Rads)

Desorption defined as a flux from boundary to bulk (Rdes)

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𝑅𝑎𝑑𝑠 = 𝑘𝑎𝑑𝑠𝐶𝐴𝑐𝑎𝑙,𝑏𝑢𝑙𝑘(1 − 𝜃𝐴𝑐𝑎𝑙

𝑅𝑑𝑒𝑠 = 𝑘𝑑𝑒𝑠𝜃𝐴𝑐𝑎𝑙

1.

2.

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−𝐧 ∙ −𝐷𝛻𝐶𝐴𝑐𝑎𝑙,𝑏𝑢𝑙𝑘 + 𝐮 ∙ 𝐶𝐴𝑐𝑎𝑙,𝑏𝑢𝑙𝑘 = −𝑅𝑎𝑑𝑠 + 𝑅𝑑𝑒𝑠

Transport of Diluted Species

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Photocatalytic reaction rate (Rpco)

Acetaldehyde surface concentration (CAcal,ads)

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1.

2.

𝑅𝑝𝑐𝑜 = 𝑘𝑝𝑐𝑜𝐶𝐴𝑐𝑎𝑙,𝑎𝑑𝑠

𝜕𝐶𝐴𝑐𝑎𝑙,𝑎𝑑𝑠𝜕𝑡

= 𝑅𝑎𝑑𝑠 − 𝑅𝑑𝑒𝑠 − 𝑅𝑝𝑐𝑜

3. 𝑘𝑝𝑐𝑜 𝐼 = 𝑘0𝐼 , 𝐼 < 10 𝑊/𝑚²

𝑘0 𝐼0 ∙ 𝐼 , 𝐼 > 10 𝑊/𝑚²

Boundary ODE

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Fitting the experimental concentration profiles by adapting the kinetic parameters (𝑘𝑎𝑑𝑠, 𝑘𝑑𝑒𝑠 & 𝑘0)

Resulting fit:

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Optimization Module

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Air-tight climate chamber:

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Model Validation

a) Air homogenization fans b) Septum c) Air-tight hatch d) Compact GC-FID e) Multi-tube reactor

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Detection limit

Air-tight climate chamber:

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Model Validation

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Conclusion

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Multiphysics model is a versatile tool:

Accurate prediction of transient pollutant concentrations under different conditions

Optimization of reactor design and light source configuration to improve photocatalytic performance

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Thank you for your attention! Questions?