New procedure to estimate plasma parameters through the q-Weibull distribution by using a Langmuir probe in a cold plasma

TL;DR

This paper introduces a novel method using the q-Weibull distribution to estimate plasma parameters from Langmuir probe data, especially for non-Maxwellian plasmas, improving accuracy over traditional techniques.

Contribution

The paper proposes the q-Weibull distribution as a flexible tool for plasma diagnostics, extending the q-exponential approach to better fit experimental I-V curves and analyze non-Maxwellian distributions.

Findings

q-parameter remains stable across different plasma heights

q-Weibull distribution improves fit accuracy over q-exponential

Method applicable to nitrogen cold plasma measurements

Abstract

We describe a procedure to obtain the plasma parameters from the I-V Langmuir curve by using the Druyvesteyn equation. We propose to include two new parameters, $q$ and $r$, to the usual plasma parameters: plasma potential ($V_p$), floating potential ($V_f$), electron density ($n$), and electron temperature ($T$). These new parameters can be particularly useful to represent non-Maxwellian distributions. The procedure is based on the fit of the I-V Langmuir curve with the $q$-Weibull distribution function, and is motivated by recent works which use the $q$-exponential distribution function derived from Tsallis statistics. We obtain the usual plasma parameters employing three techniques: the numerical differentiation using Savitzky Golay (SG) filters, the $q$-exponential distribution function, and the $q$-Weibull distribution function. We explain the limitations of the $q$-exponential function, where the experimental data $V>V_p$ needs to be trimmed beforehand, and this results in a lower accuracy compared to the numerical differentiation with SG. To overcome this difficulty, the $q$-Weibull function is introduced as a natural generalization to the $q$-exponential distribution, and it has greater flexibility in order to represent the concavity change around $V_p$. We apply this procedure to analyze the measurements corresponding to a nitrogen $N_2$ cold plasma obtained by using a single Langmuir probe located at different heights from the cathode. We show that the $q$ parameter has a very stable numerical value with the height. This work may contribute to clarify some advantages and limitations of the use of non-extensive statistics in plasma diagnostics, but the physical interpretation of the non-extensive parameters in plasma physics remains not fully clarified, and requires further research.