Conference Paper

OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA

Volume: 5 Number: 1 September 3, 2021
EN

OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA

Abstract

Electron energy distribution function (EEDF) in non-equilibrium plasmas often differs from Maxwellian distribution. Therefore, it is essential to determine the EEDF experimentally for accurately deducing the plasma parameters and rates of plasma-chemical processes. Langmuir Probe is a robust diagnostic tool allowing the estimation of EEDF by the differentiation of I-V curve. However, possible distortions in differentiation process should be handled cautiously. This paper focuses on Maxwellian optimization method for the determination of EEDF from Langmuir probe I-V curve where EEDF is modeled as perturbations around Maxwellian distribution. The proposed optimization method is implemented on the Argon glow discharge plasma experimental data. The results obtained by the proposed Maxwellian optimization are compared with the ones obtained by commonly used Savitzky-Golay filtering method and the polynomial optimization method. The comparison indicates that it is vital to choose the appropriate model function to begin with for the optimization procedure to be satisfactory.

Keywords

Supporting Institution

TUBİTAK UME

Project Number

G2ED-E1-02-I

Thanks

This research is funded by TÜBİTAK UME.

References

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  3. Reference3 V. A. Godyak, V. I. Demidov, Probe measurements of electron-energy distributions in plasmas: what can we measure and how can we achieve reliable results?, J. Phys. D: Appl. Phys. 44, 2695011 (2011).
  4. Reference4 M A. Lieberman, A. J. Lichtenberg, Principles of Plasma Discharges and Materials Processing, second ed., Wiley, New York (2005).
  5. reference5 V. A. Godyak, R. B. Piejak, B. M. Alexandrovich, Measurement of electron energy distribution in low-pressure RF discharges, Plasma Sources Sci. Technol. 1, 36-58 (1992).
  6. Reference6 T. Kimura, A. Yoneya, K. Ohe, Detection of Electron Energy Distribution Function by Finite Impulse Response Filter, Jpn. J. Appl. Phys. Part 1 30, 1877-1881 (1991).
  7. Reference7 J. I. Fernández Palop, J. Ballesteros, V. Colomer, M. A. Hernández, A new smoothing method for obtaining the electron energy distribution function in plasmas by the numerical differentiation of the I-V probe characteristic, Rev. Sci. Instrum. 66, 4625-4636 (1995). DOI: https://doi.org/10.1063/1.1145300
  8. Reference8 F. Magnus, J. T. Gudmundsson, Digital smoothing of the Langmuir probe I-V characteristic Rev. Sci. Instrum. 79, 073503 (2008). DOI: https://doi.org/10.1063/1.2956970

Details

Primary Language

English

Subjects

Metrology, Applied and Industrial Physics

Journal Section

Conference Paper

Authors

Publication Date

September 3, 2021

Submission Date

October 26, 2020

Acceptance Date

July 1, 2021

Published in Issue

Year 2021 Volume: 5 Number: 1

APA
Ahmedov, H. (2021). OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA. Acta Materialia Turcica, 5(1), 18-23. https://izlik.org/JA46HY48YC
AMA
1.Ahmedov H. OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA. ACTAMAT. 2021;5(1):18-23. https://izlik.org/JA46HY48YC
Chicago
Ahmedov, Hacı. 2021. “OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA”. Acta Materialia Turcica 5 (1): 18-23. https://izlik.org/JA46HY48YC.
EndNote
Ahmedov H (September 1, 2021) OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA. Acta Materialia Turcica 5 1 18–23.
IEEE
[1]H. Ahmedov, “OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA”, ACTAMAT, vol. 5, no. 1, pp. 18–23, Sept. 2021, [Online]. Available: https://izlik.org/JA46HY48YC
ISNAD
Ahmedov, Hacı. “OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA”. Acta Materialia Turcica 5/1 (September 1, 2021): 18-23. https://izlik.org/JA46HY48YC.
JAMA
1.Ahmedov H. OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA. ACTAMAT. 2021;5:18–23.
MLA
Ahmedov, Hacı. “OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA”. Acta Materialia Turcica, vol. 5, no. 1, Sept. 2021, pp. 18-23, https://izlik.org/JA46HY48YC.
Vancouver
1.Hacı Ahmedov. OPTIMIZATION METHOD FOR ELECTRON ENERGY DISTRIBUTION FUNCTION IN NON-EQUILIBRIUM PLASMA. ACTAMAT [Internet]. 2021 Sep. 1;5(1):18-23. Available from: https://izlik.org/JA46HY48YC