Online simultaneous determination of H<sub>2</sub>O and KCl in potash with LIBS coupled to convolutional and back-propagation neural networks
Long Zou, Chen Sun, Mengting Wu, Yuqing Zhang, Zengqi Yue, Weijie Xu, Sahar Shabbir, Fengye Chen, Bin Liu, Wenhui Liu, Jin Yu
Abstract
H<sub>2</sub>O and KCl concentrations in potash have been precisely determined using LIBS online detection coupled with machine learning data processing.
Topics & Concepts
PotashConvolutional neural networkEnvironmental scienceAnalytical Chemistry (journal)Materials scienceChemistryComputer scienceEnvironmental chemistryArtificial intelligencePotassiumMetallurgyLaser-induced spectroscopy and plasmaAnalytical chemistry methods developmentMass Spectrometry Techniques and Applications