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Physical Sciences and Mathematics Commons

Open Access. Powered by Scholars. Published by Universities.®

University of Kentucky

2009

Acoustic resonance spectroscopy|non linear calibration|chemometrics|process analytical technology|multivariate analysis

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Full-Text Articles in Physical Sciences and Mathematics

Bootstrap Enhanced N-Dimensional Deformation Of Space With Acoustic Resonance Spectroscopy, David John Link Jan 2009

Bootstrap Enhanced N-Dimensional Deformation Of Space With Acoustic Resonance Spectroscopy, David John Link

University of Kentucky Doctoral Dissertations

Acoustic methods can often be used with limited or no sample preparations making them ideal for rapid process analytical technologies (PATs). This dissertation focuses on the possible use of acoustic resonance spectroscopy as a PAT in the pharmaceutical industry. Current good manufacturing processes (cGMP) need new technologies that have the ability to perform quality assurance testing on all products. ARS is a rapid and non destructive method that has been used to perform qualitative studies but has a major drawback when it comes to quantitative studies. Acoustic methods create highly non linear correlations which usually results in high level computations …