Results 1 to 10 of about 1,574 (174)
Multi-Sensor Fusion by CWT-PARAFAC-IPSO-SVM for Intelligent Mechanical Fault Diagnosis
Sensors, 2022 A new method of multi-sensor signal analysis for fault diagnosis of centrifugal pump based on parallel factor analysis (PARAFAC) and support vector machine (SVM) is proposed. The single-channel vibration signal is analyzed by Continuous Wavelet Transform
Hanxin Chen, Shaoyi Li, Chen Hanxin
exaly +3 more sources
Characterizing dissolved organic matter in Taihu Lake with PARAFAC and SOM method
Water Science and Technology, 2022 The three-dimensional fluorescence spectrum has a significantly greater amount of information than the single-stage scanning fluorescence spectrum. At the same time, the parallel factor (PARAFAC) analysis and neural network method can help explore the ...
Wanzhu Zhang, Tian Li
exaly +3 more sources
Blind PARAFAC Signal Detection for Polarization Sensitive Array [PDF]
EURASIP Journal on Advances in Signal Processing, 2007 This paper links the polarization-sensitive-array signal detection problem to the parallel factor (PARAFAC) model, which is an analysis tool rooted in psychometrics and chemometrics.
Dazhuan Xu, Xiaofei Zhang
doaj +3 more sources
parafac4microbiome: exploratory analysis of longitudinal microbiome data using parallel factor analysis [PDF]
mSystemsStudies investigating microbial temporal dynamics are increasingly common, leveraging longitudinal designs that collect microbial abundance data across multiple time points from the same subjects.
G. R. van der Ploeg +3 more
doaj +2 more sources
Tracking seasonal changes of natural organic matter in a water treatment plant in Bangkok using EEM-PARAFAC approach [PDF]
Songklanakarin Journal of Science and Technology (SJST), 2021 This study aims to evaluate spatial and seasonal changes in natural organic matter (NOM) in Bangkhen Water Treatment Plant, Thailand. Water samples were analyzed for UV absorbance at 254 nm (UV254), dissolved organic carbon (DOC), and fluorescence ...
Kitiyot Tungsudjawong +2 more
doaj +1 more source
Application of PARAFAC Technique to Compare Fluorescence Property of Different Dissolved Organic Matters [PDF]
대한환경공학회지, 2023 Objectives It provides a detailed procedure for analyzing dissolved organic matter (DOM) by the PARAFAC technique and aims to identify compare different fluorescent components of DOM with various water sources.
Dokyeong Lim, Mi-Jin Choi, Jongkwan Park
doaj +1 more source
Molecules, 2022 Plenty of humic acid components compositions are contained in dissolved organic matter (DOM) derived from composting. Fluorescence signals were employed to characterize the changes in DOM components in the component process.
Hongyang Cui +4 more
doaj +1 more source
Frontiers in Marine Science, 2022 Dissolved organic matter (DOM) in the land–ocean interface plays a critical role in the global carbon cycle, yet its dynamic is not well understood. Dissolved organic carbon (DOC) in the northern Beibu Gulf was measured seasonally from April 2020 to ...
Zuhao Zhu +15 more
doaj +1 more source
Environment and Natural Resources Journal, 2021 Cikapundung River is the main raw water source for 2-millions inhabitants of Bandung city but has been severely deteriorated due to organic pollution such as cattle manure, domestic, and agriculture wastes. Dissolved Organic Matter (DOM) in raw water can
Mohammad Rangga Sururi +3 more
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Current Research in Food Science, 2021 Fluorescence spectroscopy coupled with chemometric tools is a powerful analytical method, largely used for rapid food quality and safety evaluations. However, its potential has not yet been explored in the novel food sector.
G. Rossi +3 more
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