Arima Analysis of Ferroelectric Lithium Niobate (LiNbO3) THIN Films

Authors(5) :-Muhammad Nur Aidi, Ardian Arif Setiawan, Mahfuddin Zuhri, Husin Alatas, Irzaman

Studying atomic and molecular structure of LiNbO3 are very important in order to studying the LiNbO3 character itself. ARIMA model could be used to analyzed. The research result showed that FTIR and XRD value on the heated LiNbO3 thin films could be modelled well by ARIMA.ARIMA models for Lanthanum Oxide (0 %, 5%, 10 %) doped Lithium Niobate were high accuracy models, since R2 exceeds than 80 % (99 %, 98 %, 99 % for FTIR data and 90 %, 89 %, 87 % for XRD data), all ARIMA model parameters were significant, and predicted data from ARIMA model followed behaviour actual data. FTIR data on Lanthanum Oxide (0%, 5%, 10%) Doped Lithium Niobate could be well predicted by ARIMA (3,0,0) with the equation models are , , , respectively. XRD data on Lanthanum Oxide (0%) Doped Lithium Niobate could be well predicted by ARIMA (4,0,0) with the equation model are and XRD data on Lanthanum Oxide (5%, 10 %) Doped Lithium Niobate could be well predicted by ARIMA (3,0,0) with the equation models are respectively.ARIMA model l for FTIR data is more accurate than ARIMA model for XRD data, since R2 of ARIMA model of FTIR data is greater than R2 of ARIMA model of XRD data and MAPE of ARIMA model of FTIR data is lower than MAPE of of ARIMA model of XRD data. Lanthanum oxide doped to Lithium Niobate Increasing of FTIR value that indicated adding Lanthanum Oxide to Lithium Niobate (LiNbO3) can increase absorbing of LiNbO3 and has lowered the XRD that indicated parameter hints of LiNbO3 decreases which influenced by the radius of its contituuent ions

Authors and Affiliations

Muhammad Nur Aidi
Departmten of Statistics, Faculty of Mathematics and Natural Sciences Bogor Agricultural University,Kampus IPB Dramaga Bogor Indonesia 16680
Ardian Arif Setiawan
Departmten of Physics, Faculty of Mathematics and Natural Sciences Bogor Agricultural University, Kampus IPB Dramaga Bogor Indonesia 16680
Mahfuddin Zuhri
Departmten of Physics, Faculty of Mathematics and Natural Sciences Bogor Agricultural University, Kampus IPB Dramaga Bogor Indonesia 16680
Husin Alatas
Departmten of Physics, Faculty of Mathematics and Natural Sciences Bogor Agricultural University, Kampus IPB Dramaga Bogor Indonesia 16680
Irzaman

RIMA, Fourier Transform Infrared, X-Ray Diffraction, LiNbO3, Lanthanum oxide

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Publication Details

Published in : Volume 4 | Issue 4 | March-April 2018
Date of Publication : 2018-04-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 823-848
Manuscript Number : IJSRSET1844166
Publisher : Technoscience Academy

Print ISSN : 2395-1990, Online ISSN : 2394-4099

Cite This Article :

Muhammad Nur Aidi, Ardian Arif Setiawan, Mahfuddin Zuhri, Husin Alatas, Irzaman, " Arima Analysis of Ferroelectric Lithium Niobate (LiNbO3) THIN Films , International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 4, Issue 4, pp.823-848, March-April-2018.
Journal URL : http://ijsrset.com/IJSRSET1844166

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