Step Response Identification for a Batch Reaction Vegetable Oil Transesterification

Tri Rachmanto; David Allanson; Christian Matthews

doi:10.4028/www.scientific.net/AMR.974.357

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HomeAdvanced Materials ResearchAdvanced Materials Research Vol. 974Step Response Identification for a Batch Reaction...

Step Response Identification for a Batch Reaction Vegetable Oil Transesterification

Abstract:

This paper discusses parameter estimations of step response from biodiesel transesterification process. The estimates signal generated from impedance measurement from sunflower oil transesterification process. 15 kHz AC signal has used to characterize the capacitance value during the process. The recorded signal then processed using Matlab system identification toolbox. The parametric identification method is selected to develop model structure. The model structure has modelled based on three different structures, ARMAX, BJ and ARX. The algorithm generated from identification toolbox as well as validation test. The validation test including correlation and cross correlation test. ARMAX structure appeared to be best between the others structure.

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Periodical:

Advanced Materials Research (Volume 974)

Pages:

357-361

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.974.357

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Cite this paper

Online since:

June 2014

Authors:

Tri Rachmanto*, David Allanson, Christian Matthews

Keywords:

ARMAX, ARX, Box-Jenkins, Process Monitoring, System Identification

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* - Corresponding Author

References

[1] Yin, S., Ding, S. X., Abandan Sari, A. H., & Hao, and H. (2013). Data-driven monitoring for stochastic systems and its application on batch process, International Journal of Systems Science, 44(7), 1366-1376.

DOI: 10.1080/00207721.2012.659708

Google Scholar

[2] Frascari, D., Zuccaro, M., Paglianti, A., and Pinelli, D. (2009).

Google Scholar

[3] Frascari, D.; Zuccaro, M.; Pinelli, D.; and Paglianti, A (2008). A pilot-scale study of alkali-catalysed sunﬂower oil transesteriﬁcation with static mixing and with mechanical agitation. Energy Fuels, 22, pp. Pp. 1493–1501.

DOI: 10.1021/ef700584h

Google Scholar

[4] Ljung, L. (1998). System identification (pp.163-173). Birkhäuser Boston.

Google Scholar

[5] Söderström, T., and Stoica, P. (1988). System identification. Prentice-Hall, Inc.

Google Scholar

[6] Kealy, T. and O'Dwyer, A., (2002), Closed Loop Identification Of A First Order Plus Dead Time Process Model Under PI Control, Conference papers. Paper 145.

Google Scholar

[7] Pintelon, R., and Schoukens, J. (2012). System identification: a frequency domain approach. John Wiley & Sons.

Google Scholar

[8] Li, M., Chen, C., and Liu, W. (2009, November). Identification based on MATLAB. In International Workshop on Information Security and Application (IWISA 2009).

Google Scholar

[9] Ljung, L. (2007). System Identification Toolbox 7: User's Guide. MathWorks, Incorporated.

Google Scholar