Multivariate Data Analysis For Root Cause Analyses And Time Of Flight Secondary Ion Mass Spectrometry

Multivariate Data Analysis for Root Cause Analyses and Time-of-Flight Secondary Ion Mass Spectrometry

Danica Heller-Krippendorf develops concepts and approaches optimizing the applicability of MVA on data sets from an industrial context. They enable more time-efficient MVA of the respective ToF‐SIMS data. Priority is given to two main aspects by the author: First, the focus is on strategies for a more time-efficient collection of the input data. This includes the optimal selection of the number of replicate measurements, the selection of input data and guidelines for the selection appropriate data preprocessing methods. Second, strategies for more efficient analysis of MVA results are presented. ​About the Author: Danica Heller-Krippendorf did her research and dissertation at the University of Siegen, Germany, in collaboration with a German analytical service company. Now she is engineer in analytics at a DAX company.

Secondary Ion Mass Spectrometry

Secondary ion mass spectrometry (SIMS) is a technique used to analyse the composition of solid surfaces and thin films by sputtering the surface of the specimen with a primary ion beam and collecting and analysing ejected secondary ions. The technique has been applied to quality assurance in semiconductor manufacture, in forensics for enhancement of fingerprints and to determine the composition of cometary dust. This book briefly introduces the fundamentals of the SIMS technique and discusses in detail recent advancements and applications in various branches of science. From an extensive literature review, it provides a good overview of how to reproduce the most prominent experiments and what instruments are required or suited to the analysis. It will inspire new designs and hence research for the future. Appealing to graduates or postgraduates who want an overview of the field and how to use this technique, researchers new to this field will find innovative solutions and how to achieve them detailed herein.

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