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Related Experiment Video

Updated: May 7, 2026

Measurement and Analysis of Atomic Hydrogen and Diatomic Molecular AlO, C2, CN, and TiO Spectra Following Laser-induced Optical Breakdown
09:40

Measurement and Analysis of Atomic Hydrogen and Diatomic Molecular AlO, C2, CN, and TiO Spectra Following Laser-induced Optical Breakdown

Published on: February 14, 2014

A method for resolving overlapped peaks in laser-induced breakdown spectroscopy (LIBS).

Bo Zhang1, Haibin Yu, Lanxiang Sun

  • 1Key Laboratory of Industrial Informatics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, People's Republic of China.

Applied Spectroscopy
|September 27, 2013
PubMed
Summary
This summary is machine-generated.

This study introduces a novel method using fractional differential theory to accurately determine initial values for curve fitting. This approach effectively resolves spectral peak overlapping in laser-induced breakdown spectroscopy (LIBS) data.

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Area of Science:

  • Analytical Chemistry
  • Spectroscopy
  • Data Processing

Background:

  • Spectral peak overlapping is a common challenge in laser-induced breakdown spectroscopy (LIBS) data analysis.
  • Accurate initial values are crucial for reliable curve fitting to resolve these overlapped peaks.

Purpose of the Study:

  • To develop a method for determining appropriate initial values for curve fitting in LIBS.
  • To utilize fractional differential theory for enhanced peak resolution in LIBS data.

Main Methods:

  • Employed fractional differential theory to analyze characteristic points of Lorentzian peaks at varying differential orders.
  • Developed parameter estimators based on these variations to calculate initial curve-fitting values.
  • Utilized the Levenberg-Marquardt algorithm for curve fitting.

Main Results:

  • The proposed method successfully determined appropriate initial values for curve fitting.
  • Fractional differential orders provided insights into peak characteristics for accurate estimation.
  • Both simulation and experimental LIBS data demonstrated effective resolution of overlapped peaks.

Conclusions:

  • The fractional differential theory-based method offers an effective solution for estimating initial values in curve fitting for LIBS.
  • This approach improves the accuracy and reliability of resolving spectral peak overlaps in LIBS analysis.
  • The method holds promise for advancing analytical data processing in LIBS.