TY - JOUR
T1 - Formulation optimization of reverse microemulsions using design of experiments for nanoparticles synthesis
AU - Nourafkan, Ehsan
AU - Gao, Hui
AU - Hu, Zhongliang
AU - Wen, Dongsheng
N1 - Publisher Copyright:
© 2017
PY - 2017/9
Y1 - 2017/9
N2 - The present work investigates the development of water/mixed nonionic surfactant/co-surfactant/cyclohexane reverse microemulsions (RM) suitable for nanoparticles synthesis. The mixture of Span 80 (oil soluble) and Tween 80 (water soluble) was selected as the surfactants. Optimum formulation of RM was obtained by using the Box–Behnken (33) experimental design method to evaluate the effect of three independent process variables, i.e., pH, Span 80 wt% in surfactant mixture, and propyl alcohol wt% in mixture of cyclohexane and propyl alcohol, on the preferred responses: average droplet size (ADS) and polydispersity index (PDI) of droplets. The model was validated experimentally based on an ANOVA table, and was optimized to reach the optimum formulation to yield the ADS and PDI for RMs. The determination coefficient (R2) values of 0.991 for ADS and 0.975 for PDI show that Box–Behnken design is a useful platform for the optimization of RMs formulation. Finally, iron oxide nanoparticles were synthesized under the optimum RM conditions and the uniform nanoparticle distribution with an average particle size of 2.1 ± 0.49 nanometer and a polydispersity of 0.06 ± 0.011 were obtained.
AB - The present work investigates the development of water/mixed nonionic surfactant/co-surfactant/cyclohexane reverse microemulsions (RM) suitable for nanoparticles synthesis. The mixture of Span 80 (oil soluble) and Tween 80 (water soluble) was selected as the surfactants. Optimum formulation of RM was obtained by using the Box–Behnken (33) experimental design method to evaluate the effect of three independent process variables, i.e., pH, Span 80 wt% in surfactant mixture, and propyl alcohol wt% in mixture of cyclohexane and propyl alcohol, on the preferred responses: average droplet size (ADS) and polydispersity index (PDI) of droplets. The model was validated experimentally based on an ANOVA table, and was optimized to reach the optimum formulation to yield the ADS and PDI for RMs. The determination coefficient (R2) values of 0.991 for ADS and 0.975 for PDI show that Box–Behnken design is a useful platform for the optimization of RMs formulation. Finally, iron oxide nanoparticles were synthesized under the optimum RM conditions and the uniform nanoparticle distribution with an average particle size of 2.1 ± 0.49 nanometer and a polydispersity of 0.06 ± 0.011 were obtained.
KW - Box–Behnken experimental design
KW - Cosurfactant
KW - Iron oxide nanoparticles
KW - Reverse microemulsions
KW - Span80/Tween80
UR - https://www.scopus.com/pages/publications/85027470515
U2 - 10.1016/j.cherd.2017.07.023
DO - 10.1016/j.cherd.2017.07.023
M3 - 文章
AN - SCOPUS:85027470515
SN - 0263-8762
VL - 125
SP - 367
EP - 384
JO - Chemical Engineering Research and Design
JF - Chemical Engineering Research and Design
ER -