3.9 Article

Classification of coal deposited epoxy micro-nanocomposites by adopting machine learning techniques to LIBS analysis

Related references

Note: Only part of the references are listed.
Article Physics, Fluids & Plasmas

Classification of Aged Epoxy Micro-Nanocomposites Through PCA- and ANN-Adopted LIBS Analysis

Myneni Sukesh Babu et al.

Summary: The study found that water aging has a more severe impact on the surface hardness of epoxy micro-nanocomposite specimens compared to gamma irradiation. Machine learning techniques such as principal component analysis and artificial neural network analysis of LIBS spectral data can successfully classify unaged, gamma-irradiated, and water-aged specimens. The artificial neural network analysis showed better classification accuracy in categorizing the level and type of aging in epoxy micro-nanocomposites compared to principal component analysis.

IEEE TRANSACTIONS ON PLASMA SCIENCE (2021)

Article Chemistry, Analytical

Detection of hydrogen isotopes in Zircaloy-4 via femtosecond LIBS

Elizabeth J. Kautz et al.

Summary: This study characterizes the spectral features of femtosecond laser-induced plasmas from Zircaloy-4 targets with varying H-1 and H-2 concentrations in a helium gas environment, revealing different ambient pressure dependencies for H-1(alpha) and Zr I emission features, as well as spatial and temporal separation in the laser-induced plasmas. Furthermore, the measured H-2(alpha) emission intensities via femtosecond LIBS for different H-2 concentrations in Zircaloy-4 samples showed a linear trend when plotted against known H-2 concentrations.

JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY (2021)

Article Engineering, Electrical & Electronic

Investigation on space charge and charge trap characteristics of gamma-irradiated epoxy micro-nano composites

Myneni Sukesh Babu et al.

HIGH VOLTAGE (2020)

Article Engineering, Electrical & Electronic

Prediction of flashover voltage using electric field measurement on clean and polluted insulators

L. Cui et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2020)

Article Biochemistry & Molecular Biology

Analysis of Pollution in High Voltage Insulators via Laser-Induced Breakdown Spectroscopy

Xinwei Wang et al.

MOLECULES (2020)

Article Materials Science, Multidisciplinary

Effect of ambiance on the coal characterization using laser-induced breakdown spectroscopy (LIBS)

Hemalaxmi Rajavelu et al.

APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING (2020)

Article Spectroscopy

Classification of challenging Laser-Induced Breakdown Spectroscopy soil sample data - EMSLIBS contest

Jakub Vrabel et al.

SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY (2020)

Article Engineering, Electrical & Electronic

Experimental investigation on composite insulators AC flashover performance with fan-shaped non-uniform pollution under electro-thermal stress

Ehsan Mohammadi Savadkoohi et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2020)

Article Engineering, Electrical & Electronic

Contamination deposition and discharge characteristics of outdoor insulators in fog-haze conditions

Yong Liu et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2020)

Article Engineering, Electrical & Electronic

AC failure voltage of iced and contaminated composite insulators in different natural environments

Xinhan Qiao et al.

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS (2020)

Article Chemistry, Physical

Expansion dynamics and chemistry evolution in ultrafast laser filament produced plasmas

Elizabeth J. Kautz et al.

PHYSICAL CHEMISTRY CHEMICAL PHYSICS (2020)

Review Chemistry, Multidisciplinary

Environmental Effects on HV Dielectric Materials and Related Sensing Technologies

Alexe Bojovschi et al.

APPLIED SCIENCES-BASEL (2019)

Article Nanoscience & Nanotechnology

Understanding the performance of gamma-ray-irradiated epoxy nanocomposites

Palash Mishra et al.

MICRO & NANO LETTERS (2019)

Review Physics, Applied

Optical spectroscopy of laser-produced plasmas for standoff isotopic analysis

S. S. Harilal et al.

APPLIED PHYSICS REVIEWS (2018)

Article Engineering, Electrical & Electronic

Epoxy-hBN Nanocomposites: A Study on Space Charge Behavior and Effects upon Material

D. Saha et al.

IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION (2017)

Article Engineering, Electrical & Electronic

Enhancing the Thermal and Electrical Performance of Epoxy Microcomposites with the Addition of Nanofillers

I. A. Tsekmes et al.

IEEE ELECTRICAL INSULATION MAGAZINE (2015)

Article Chemistry, Physical

Influence of Molecular Structure on the Laser-Induced Plasma Emission of the Explosive RDX and Organic Polymers

Frank C. De Lucia et al.

JOURNAL OF PHYSICAL CHEMISTRY A (2013)

Proceedings Paper Materials Science, Coatings & Films

Laser induced breakdown spectroscopy (LIBS) as a rapid tool for material analysis

T. Hussain et al.

6TH VACUUM AND SURFACE SCIENCES CONFERENCE OF ASIA AND AUSTRALIA (VASSCAA-6) (2013)

Article Physics, Fluids & Plasmas

Pulsed Vacuum Surface Flashover Characteristics of TiO2/Epoxy Nano-Micro Composites

Yong-Hong Cheng et al.

IEEE TRANSACTIONS ON PLASMA SCIENCE (2012)

Article Engineering, Electrical & Electronic

Flashover Process and Frequency Analysis of the Leakage Current on Insulator Model under non-Uniform Pollution Conditions

M. A. Douar et al.

IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION (2010)

Article Engineering, Electrical & Electronic

Effects of nano- and micro-filler mixture on electrical insulation properties of epoxy based composites

T Imai et al.

IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION (2006)

Review Chemistry, Multidisciplinary

Handbook of basic atomic spectroscopic data

JE Sansonetti et al.

JOURNAL OF PHYSICAL AND CHEMICAL REFERENCE DATA (2005)

Article Spectroscopy

Analysis of heavy metals in soils using laser-induced breakdown spectrometry combined with laser-induced fluorescence

F Hilbk-Kortenbruck et al.

SPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY (2001)