Modeling and Optimization of Fiber Optic Chemical Vapor Sensor
Keywords:Box–Behnken Design, Design–Expert Software, Fiber Optic Chemical Vapor Sensor, MathOptimization Model,
AbstractThis paper discusses the application of Box– Behnken Design (BBD) to get a mathematical model for chemical vapor liquid detection with the objective of optimizing the optical fiber optic sensor probe. The parameters of input process were considered as variables to create the output parameters (response) using Response Surface Methodology (RSM). Input parameters such as length of probe, diameter of probe, photo-initiator liquid, vacuum pressure of chamber and purity of liquid detector were processed with Box – Behnken design approach for making POF (plastic optical fiber) probe of chemical sensor. Design Expert software was used to design the experiments with randomized runs. The main aim is to create an equation model as a platform for the probe design of POF chemical vapors detection similar to acetone, ethanol and methanol liquid. The experimental data were processed by considering the input parameters. The contribution of this research is the mathematic equation model that applies the polynomial equation. The final result of the wavelength application was between five to be three wavelengths, 434.05 nm, 486.13 nm and 656.03 nm. These wavelengths are the significant result of optimization measured using three chemical vapors. The optimization process uses the analysis of variables (ANOVA) to produce the quadratic model equation.
L. Wang, M. Cao, Q. Liu, G. Wei, B. Li, and C. Lin,. "Modeling and experimental verification of polarization errors in Sagnac fiber optic current sensor". Optik - International Journal for Light and Electron Optics, 2005. vol. 126, pp. 2743-2746.
M. Islam, M. Ali, M.-H. Lai, K.-S. Lim, and H. Ahmad, Chronology of Fabry-Perot Interferometer Fiber-Optic Sensors and Their Applications: A Review, Sensors, 2014. vol. 14, pp. 7451-7488.
J. Prakash Maran, S. Manikandan, K. Thirugnanasambandham, C. Vigna Nivetha, and R. Dinesh,. Box-Behnken design based statistical modeling for ultrasound-assisted extraction of corn silk polysaccharide, Carbohydrate Polymers, 2013. vol. 92, pp. 604-611.
D. Montgomery C, Design and Analysis of Experiments, 5 ed. Tempe, Arizona: John Wiley & Sons, Inc, 2007.
G. Srinu Babu, R. R. Shiva Kiran, N. Lokeswari, and K. Jaya Raju,. Optimization of protease production from Aspergillus oryzae sp. using Box-Behnken experimental design. E-Journal of Chemistry, 2007. vol. 4, pp. 145-153.
B. Wang and C. Q. Lan,. Optimising the lipid production of the green alga Neochloris oleoabundans using box-behnken experimental design, Canadian Journal of Chemical Engineering, 2011. vol. 89, pp. 932-939.
M. Islam, M. Ali, M.-H. Lai, K.-S. Lim, and H. Ahmad,. Chronology of Fabry-Perot Interferometer Fiber-Optic Sensors and Their Applications: A Review, Sensors, 2014. vol. 14, p. 7451.
M. Manohar, J. Joseph, T. Selvaraj, and D. Sivakumar,. Application Box-Behnken design to optimize the parameters for turning Inconel 718 using coated carbide tools. International Journal of Scientific & Engineering Research, 2013. vol. 4, pp. 620-642.
P. Qiu, M. Cui, K. Kang, B. Park, Y. Son, E. Khim, M. Jang, and J. Khim,. Application of Box-Behnken design with response surface methodology for modeling and optimizing ultrasonic oxidation of arsenite with H2O2, Central European Journal of Chemistry, 2014. vol. 12, pp. 164-172.
M. A. Tekindal, H. Bayrak, B. Ozkaya, and Y. Genic,. Box-Behnken experimental design in factorial experiments: The importance of bread for nutrition and health, Turkish Journal of Field Crops, 2012. vol. 17, pp. 115-123.
Z. He, X. T. Zhang, and G. Q. Xie, "Product quality improvement through response surface methodology: A case study," Phuket, Thailand, 2010. pp. S4,120-S4,130.
D. Das, R. Thakur, and A. K. Pradhan,. Optimization of corona discharge process using Box–Behnken design of experiments, Journal of Electrostatics, 2012. vol. 70, pp. 469-473.
S. L. C. Ferreira, R. E. Bruns, H. S. Ferreira, G. D. Matos, J. M. David, G. C. Brandão, E. G. P. da Silva, L. A. Portugal, P. S. dos Reis, A. S. Souza, and W. N. L. dos Santos, Box-Behnken design: An alternative for the optimization of analytical methods. Analytica Chimica Acta, 2007. vol. 597, pp. 179-186.
B. Ladu Kishor, R. Swain, and R. B. Rao,. Response Surface Methodology to Assess an Ecofriendly Approach for Utilization of Berhampur City Municipal Solid Waste, International Journal of Engineering and Innovative Technology, 2013. vol. 3, pp. 470-478.
G. Shu, C. Dai, H. Chen, and X. Wang, "Application of Box - Behnken design in optimization for crude polysaccharides from fruits of Tribulus terristris L,. Journal of Chemical and Pharmaceutical Research Research, 2013. vol. 5, pp. 342-350.
P. Qiu, M. Cui, K. Kang, B. Park, Y. Son, E. Khim, M. Jang, and J. Kim,. Application of Box - Behnken design with response surface methodology for modelling and optimizing ultrasonic oxidation of arsenite with H2O2, Central European Journal of Chemistry, 2014. vol. 12, pp. 164-172.
M. J. Anderson and P. J. Whitcomb, DOE Simplified practical tools for effective experimentation, 1 ed. New York: Productivity Press, 2007.
N. Aslan and Y. Cebeci,. Application of Box-Behnken design and response surface methodology for modeling of some Turkish coals, Fuel, 2007. vol. 86, pp. 90-97.
A. Kumar, B. Prasad, and I. M. Mishra,. Optimization of process parameters for acrylonitrile removal by a low-cost adsorbent using Box-Behnken design, Journal of Hazardous Materials, 2008. vol. 150, pp. 174-182.
P. Qiu, M. Cui, K. Kang, B. Park, Y. Son, E. Khim, M. Jang, and J. Khim,. Application of Box–Behnken design with response surface methodology for modeling and optimizing ultrasonic oxidation of arsenite with H2O2," Central European Journal of Chemistry, 2014. vol. 12, pp. 164-172.
M. Manohar, T. Selvaraj, D. Sivakumar, R. Jeyapaul, and J. Jomy,. Application of Experimental Design and Analysis of Mathematical Models for Turning Inconel 718 Using Coated Carbide Tools, Experimental Techniques, 2012. pp. 1-11.
T. F. Zhang, J. F. Yang, and D. K. J. Lin,. Small Box-Behnken design, Statistics and Probability Letters, 2011. vol. 81, pp. 1027-1033.
L. Wang, M. Cao, Q. Liu, G. Wei, B. Li, and C. Lin,. Modeling and experimental verification of polarization errors in Sagnac fiber optic current sensor, Optik - International Journal for Light and Electron Optics, 2015. vol. 126, pp. 2743-2746.
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