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Predicting the Thermodynamic Properties of
RME for Droplet Evaporation
Guo Li, Cai Shen, and
Chia-fon F. Lee

1
OUTLINE
 Introduction

 RME Vapor Pressure Prediction and Droplet
Evaporation Model
 Results and Discussions
 Conclusion

2
Biodiesel and FAMEs

Introduction

- Weight percent of fatty acids in various fat and oils feedstock

3
FAMEs Compositions
- Typical FAMEs Structure:
 Saturated acid: methyl palmitate, C17:0

 Unsaturated acid: methyl oleate, C19:1

- FAMEs category by Carbon numbers:
 C8:0~C24:0
 C18:1, C18:2, C18:3

4
Vapor Pressure
- Vapor Pressure
 Vapor pressure is the pressure exerted by a vapor in thermodynamic equilibrium
with its condensed phases (solid or liquid) at a given temperature. It is an indication
of a liquid's evaporation rate.

- Normal Boiling Point
 The normal boiling point is the temperature at which the vapor pressure equals
the ambient atmospheric pressure.

5
Motivation
- Vapor pressure and boiling point are basis for the prediction of the critical
properties, and temperature-dependent properties such as density, latent heat
of vaporization and surface tension of biodiesel. These properties are required
for biodiesel evaporation and combustion modeling.
- Since the vapor pressure and normal boiling points of real-world RME is not a
certain value but an expected range due to variance of the fatty acid
composition. Effects of variable vapor pressure on RME droplet vaporization
are investigated in this research.

3
Research on FAMEs Property
- Experimental Measurements of fatty acid methyl esters (FAMEs)
 Scott
 Rose and Supina
 Goodrum – TGA Method

1952
1961
2009

- Predicting Methods
 Clapeyron equation
 Wagner equation
 Antoine equation
 Ceriani and Meirelles method

7
Droplet Evaporation Model Overview
- Development of 0-D models
 Infinite diffusion limiting
 Green function expansion
 Fourier’s number concept
 Phenomenological model

(Law, 1976)
(Tong & Sirignano, 1986)
(Renksizbulut, et al., 1992)
(Abraham & Magi, 1998)

- Development of 1-D models
 Diffusion limiting
 Similarity Transformation
 Effective diffusivity concept

(Law, 1978)
(Tong & Sirignano, 1986)
(Jin & Borman, 1985)
(Abramzon & Sirignano, 1989)
(Ayoub & Reitz, 1995)

8
Antoine equation
-

A simple method for estimating the vapor pressure of methyl esters of fatty
acids is to use the empirical relation developed by Antoine.
𝐵
𝑇+ 𝐶
 Where T (K) is the temperature, Pv (bar) is the vapor pressure and the component
dependent empirical constants A, B and C are reported in Table 1.
log 𝑃𝑣 = 𝐴 −

9
Ceriani and Meirelles method
-

Ceriani and Meirelles recommended a group contribution method to
predict the vapor pressure of these methyl esters.
ln𝑃𝑖,𝑣𝑝 =

𝑘

𝑁𝑘

𝐴1𝑘 +

𝐵1𝑘
𝑇 1.5

− 𝐶1𝑘 𝑙𝑛𝑇 − 𝐷1𝑘 𝑇

+ 𝑀𝑖

𝑘

𝑁𝑘

𝐴2𝑘 +

𝐵2𝑘
𝑇 1.5

− 𝐶2𝑘 𝑙𝑛𝑇 −

10
Single Droplet Evaporation Model
- KIVA-3V is a fully three-dimensional fluid dynamics model for chemically
reacting flows .
 We integrate the RME properties to the fuel library.

- Single Droplet Evaporation Model _ Zeng and Lee (2001)
 Governing Equations
𝜕Φ
1 𝜕
= 2
𝜕𝑡
𝑟 𝜕𝑟

𝑒
𝑟 2 𝐷Φ

𝜕Φ
𝜕𝑟

𝜕Φ
𝜕Φ
| = 0,
|
= 𝛽Φ
𝜕𝑟 𝑟=0
𝜕𝑟 𝑟=𝑅
Φ = T or 𝑌𝑖

Φ 𝑑 = Φ𝑠 −Φ

𝑚

𝑒
= 𝑓 Φ 𝑑 , 𝛽Φ , 𝐷Φ , 𝑅

11
Results and Discussions
- RME Vapor Pressure Prediction:
 Real world RME Compositions
 FAMEs Vapor Pressure Predictions

- RME Droplet Evaporation Simulation & Analysis:
 Model validation
 RME droplet evaporation in different ambient temperatures

12
RME Compositions
- RME Vapor Pressure Prediction:
 Real world RME Composition

13
FAMEs Vapor Pressure Predictions

Figure 1. Calculated and measured boiling points of selected FAMEs at various pressures.

14
Model validation
- Comparison with other models and Experiments:

15
RME droplet evaporation in different ambient temperatures

Figure 1. Temporal evolution of normalized droplet squared diameter at ambient
temperatures 590 K.

16
RME droplet evaporation in different ambient temperatures

Figure 1. Temporal evolution of normalized droplet squared diameter at ambient
temperatures 748 & 803 K.

17
Summary
- The vapor pressure of a rapeseed oil based methyl ester biodiesel was
estimated by two widely used methods.
- A single droplet evaporation model was implemented into KIVA 3V2 to
consider the effect of the vapor pressure uncertainties to droplet evaporation.
- Although this study focuses on rapeseed oil methyl ester biodiesel, it can be
applied to other biofuel with the same methodology.

18
THANK YOU

19

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Predicting Thermodynamic Properties and Droplet Evaporation of RME

  • 1. Predicting the Thermodynamic Properties of RME for Droplet Evaporation Guo Li, Cai Shen, and Chia-fon F. Lee 1
  • 2. OUTLINE  Introduction  RME Vapor Pressure Prediction and Droplet Evaporation Model  Results and Discussions  Conclusion 2
  • 3. Biodiesel and FAMEs Introduction - Weight percent of fatty acids in various fat and oils feedstock 3
  • 4. FAMEs Compositions - Typical FAMEs Structure:  Saturated acid: methyl palmitate, C17:0  Unsaturated acid: methyl oleate, C19:1 - FAMEs category by Carbon numbers:  C8:0~C24:0  C18:1, C18:2, C18:3 4
  • 5. Vapor Pressure - Vapor Pressure  Vapor pressure is the pressure exerted by a vapor in thermodynamic equilibrium with its condensed phases (solid or liquid) at a given temperature. It is an indication of a liquid's evaporation rate. - Normal Boiling Point  The normal boiling point is the temperature at which the vapor pressure equals the ambient atmospheric pressure. 5
  • 6. Motivation - Vapor pressure and boiling point are basis for the prediction of the critical properties, and temperature-dependent properties such as density, latent heat of vaporization and surface tension of biodiesel. These properties are required for biodiesel evaporation and combustion modeling. - Since the vapor pressure and normal boiling points of real-world RME is not a certain value but an expected range due to variance of the fatty acid composition. Effects of variable vapor pressure on RME droplet vaporization are investigated in this research. 3
  • 7. Research on FAMEs Property - Experimental Measurements of fatty acid methyl esters (FAMEs)  Scott  Rose and Supina  Goodrum – TGA Method 1952 1961 2009 - Predicting Methods  Clapeyron equation  Wagner equation  Antoine equation  Ceriani and Meirelles method 7
  • 8. Droplet Evaporation Model Overview - Development of 0-D models  Infinite diffusion limiting  Green function expansion  Fourier’s number concept  Phenomenological model (Law, 1976) (Tong & Sirignano, 1986) (Renksizbulut, et al., 1992) (Abraham & Magi, 1998) - Development of 1-D models  Diffusion limiting  Similarity Transformation  Effective diffusivity concept (Law, 1978) (Tong & Sirignano, 1986) (Jin & Borman, 1985) (Abramzon & Sirignano, 1989) (Ayoub & Reitz, 1995) 8
  • 9. Antoine equation - A simple method for estimating the vapor pressure of methyl esters of fatty acids is to use the empirical relation developed by Antoine. 𝐵 𝑇+ 𝐶  Where T (K) is the temperature, Pv (bar) is the vapor pressure and the component dependent empirical constants A, B and C are reported in Table 1. log 𝑃𝑣 = 𝐴 − 9
  • 10. Ceriani and Meirelles method - Ceriani and Meirelles recommended a group contribution method to predict the vapor pressure of these methyl esters. ln𝑃𝑖,𝑣𝑝 = 𝑘 𝑁𝑘 𝐴1𝑘 + 𝐵1𝑘 𝑇 1.5 − 𝐶1𝑘 𝑙𝑛𝑇 − 𝐷1𝑘 𝑇 + 𝑀𝑖 𝑘 𝑁𝑘 𝐴2𝑘 + 𝐵2𝑘 𝑇 1.5 − 𝐶2𝑘 𝑙𝑛𝑇 − 10
  • 11. Single Droplet Evaporation Model - KIVA-3V is a fully three-dimensional fluid dynamics model for chemically reacting flows .  We integrate the RME properties to the fuel library. - Single Droplet Evaporation Model _ Zeng and Lee (2001)  Governing Equations 𝜕Φ 1 𝜕 = 2 𝜕𝑡 𝑟 𝜕𝑟 𝑒 𝑟 2 𝐷Φ 𝜕Φ 𝜕𝑟 𝜕Φ 𝜕Φ | = 0, | = 𝛽Φ 𝜕𝑟 𝑟=0 𝜕𝑟 𝑟=𝑅 Φ = T or 𝑌𝑖 Φ 𝑑 = Φ𝑠 −Φ 𝑚 𝑒 = 𝑓 Φ 𝑑 , 𝛽Φ , 𝐷Φ , 𝑅 11
  • 12. Results and Discussions - RME Vapor Pressure Prediction:  Real world RME Compositions  FAMEs Vapor Pressure Predictions - RME Droplet Evaporation Simulation & Analysis:  Model validation  RME droplet evaporation in different ambient temperatures 12
  • 13. RME Compositions - RME Vapor Pressure Prediction:  Real world RME Composition 13
  • 14. FAMEs Vapor Pressure Predictions Figure 1. Calculated and measured boiling points of selected FAMEs at various pressures. 14
  • 15. Model validation - Comparison with other models and Experiments: 15
  • 16. RME droplet evaporation in different ambient temperatures Figure 1. Temporal evolution of normalized droplet squared diameter at ambient temperatures 590 K. 16
  • 17. RME droplet evaporation in different ambient temperatures Figure 1. Temporal evolution of normalized droplet squared diameter at ambient temperatures 748 & 803 K. 17
  • 18. Summary - The vapor pressure of a rapeseed oil based methyl ester biodiesel was estimated by two widely used methods. - A single droplet evaporation model was implemented into KIVA 3V2 to consider the effect of the vapor pressure uncertainties to droplet evaporation. - Although this study focuses on rapeseed oil methyl ester biodiesel, it can be applied to other biofuel with the same methodology. 18