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   Articles with "pls model" as a keyword



Online deployment of an O‐PLS model for dielectric spectroscopy‐based inline monitoring of viable cell concentrations in Chinese hamster ovary cell perfusion cultivations

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recommendations! Published in 2023 at "Engineering in Life Sciences"

DOI: 10.1002/elsc.202200053

Abstract: Viable cell concentration (VCC) is an essential parameter that is required to support the efficient cultivation of mammalian cells. Although commonly determined using at‐line or off‐line analytics, in‐line capacitance measurements represent a suitable alternative method… read more here.

Keywords: cell; viable cell; chinese hamster; spectroscopy ... See more keywords

Odor concentration (OC) prediction based on odor activity values (OAVs) during composting of solid wastes and digestates

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recommendations! Published in 2019 at "Atmospheric Environment"

DOI: 10.1016/j.atmosenv.2018.12.030

Abstract: Abstract Odor monitoring plays a crucial role in implementing suitable odor mitigation strategies at composting plants. Odor activity value (OAV) analysis is an instrumental-based approach that could simplify and reduce costs of odor monitoring by… read more here.

Keywords: odor activity; odor concentration; pls model; concentration ... See more keywords

Application of likelihood ratios and optimal decision thresholds in fire debris analysis based on a partial least squares discriminant analysis (PLS-DA) model

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recommendations! Published in 2019 at "Forensic Chemistry"

DOI: 10.1016/j.forc.2019.100188

Abstract: Abstract A set of 9000 computationally generated (in-silico) total ion spectra comprising samples containing ignitable liquids from ASTM E1618-14 classes mixed with pyrolyzed substrates (class IL) and samples containing a mixture of pyrolyzed substrates without… read more here.

Keywords: fire debris; analysis; model; pls model ... See more keywords
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Fast quantification of total volatile basic nitrogen (TVB-N) content in beef and pork by near-infrared spectroscopy: Comparison of SVR and PLS model.

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recommendations! Published in 2021 at "Meat science"

DOI: 10.1016/j.meatsci.2021.108559

Abstract: With application of PLS regression and SVR, quantitation models of near infrared diffuse reflectance spectroscopy were established for the first time to predict the content of volatile basic nitrogen (TVB-N) content in beef and pork.… read more here.

Keywords: pls; beef pork; pls model; spectroscopy ... See more keywords

Application of PLS–NN model based on mid-infrared spectroscopy in the origin identification of Cornus officinalis

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recommendations! Published in 2024 at "RSC Advances"

DOI: 10.1039/d4ra00953c

Abstract: Mid-infrared spectroscopy has been increasingly used as a nondestructive analytical technique in Chinese herbal medicine identification in recent years. In this study, a new chemometric model named as PLS–NN model was proposed based on the… read more here.

Keywords: spectroscopy; cornus officinalis; pls model; mid infrared ... See more keywords

Deep Co-Training Partial Least Squares Model for Semi-Supervised Industrial Soft Sensing

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recommendations! Published in 2025 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"

DOI: 10.1109/tsmc.2025.3540028

Abstract: Data-driven soft sensing has become quite popular in recent years, which can provide real-time estimations of key variables in industrial processes. While the introduction of deep learning does improve the prediction performance, it is highly… read more here.

Keywords: industrial soft; training; deep training; pls model ... See more keywords

Method for UAV spraying pattern measurement with PLS model based spectrum analysis

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recommendations! Published in 2020 at "International Journal of Agricultural and Biological Engineering"

DOI: 10.25165/ijabe.v13i3.5341

Abstract: Unmanned aerial vehicle (UAV) chemical application is widely used for crop protection, and spraying pattern is one of the most important factors that influence the chemical control efficacy. A method for UAV spraying pattern measurement… read more here.

Keywords: method; model; uav spraying; spraying pattern ... See more keywords