Isotope Dilution Mass Spectrometry

Size: px
Start display at page:

Download "Isotope Dilution Mass Spectrometry"

Transcription

1 Isotope Dilution Mass Spectrometry J. Ignacio Garcia Alonso and Pablo Rodriguez-Gonzalez Faculty of Chemistry, University of Oviedo, Oviedo, Spain RSC Publishing

2 Contents Chapter 1 Introduction to Isotope Dilution Mass Spectrometry (IDMS) 1.1 The Isotopic Nature of the Elements Radioactive and Stable Isotopes: Decay Series Historical Perspective: Early Mass Spectrometry Experiments The Isotopic Composition of the Elements The Atomic Weight of the Elements Isotope Fractionation and Isotope Enrichment The Mass-Dependent Fractionation Law Artificial Procedures for Isotope Enrichment: Manufacture of Enriched Stable Isotopes The Concept of Isotope Dilution Catch and Release Experiments in Biology Isotope Dilution with Radioactive Isotopes Isotope Dilution with Stable Isotopes Measurement of Isotope Ratios and Isotope Abundances by Mass Spectrometry Source Considerations Analyser Considerations Modes of Sample Introduction Historical Development of IDMS Isotope Dilution Mass Spectrometry as a Primary Analytical Method Source and Selection of Isotopically Labelled Standards Applications of IDMS Conclusions 38 References 39 Isotope Dilution Mass Spectrometry J. Ignacio Garcia Alonso and Pablo Rodriguez-Gonzalez J. I. Garcia Alonso and P. Rodriguez-Gonzalez 2013 Published by the Royal Society of Chemistry, xi

3 xii Contents Chapter 2 IDMS Procedures and Calculation Methods 2.1 Introduction Development of the Elemental IDMS Equation Using Isotope Ratios General Analytical Procedures for Elemental Analysis Calibration Strategies in Organic Analysis The Organic IDMS Equation Used as a Calibration Graph Mass Overlap: Nonlinear Equations The Selection of the Labelled Internal Standard: Labelling Element, Labelling Position and Number of Isotopes: Isotopic Effects General Analytical Procedure in Organic Analysis A General IDMS Procedure Using Isotope Abundances Application of Isotope Pattern Deconvolution in Organic IDMS Requirements for Isotope Labelling in Organic IDMS Using Multiple Linear Regression Confirmation Capabilities Internal Correction of Systematic Errors Critical Comparison of IDMS Calculation Methodologies Requirements for a Certified Spike Solution Tolerance to Isotopic Effects Tolerance to Mass Overlap Implementation in Routine IDMS Measurements Conclusions 76 References 76 Chapter 3 Online Isotope Dilution Mass Spectrometry 3.1 The Concept of Online IDMS Modes of Isotope Equilibration Advantages and Disadvantages over Batch Procedures Equations for Online IDMS Online IDMS Equations Using Molar Fractions The Molar-Flow Chromatogram Flow Configurations Suitable for Online IDMS 85

4 Contents xiii 3.6 Calibration of the Spike Flow Application of Online IDMS for Routine Multielemental Analysis Using ICP-MS Application of Postcolumn IDMS for Trace-Element Speciation Advantages and Limitations for Trace-Element Speciation Examples of Application Application of Postcolumn IDMS for Quantitative Proteomics Direct Determination of Proteins Using Sulfur Protein Labelling with Metals Application of Postcolumn IDMS for Carbon-Containing Compounds GC-Combustion-MS Configurations LC-Oxidation-MS Configurations Capabilities and Limitations of Online IDMS Conclusions 107 References 108 Chapter 4 The Use of Multiple Enriched Isotopes for IDMS 4.1 Introduction Multiple Spiking in Trace-Element Speciation Historical Development Analytical Consideration Mathematical Approaches for Multiple-Spiking IDMS Method 1: Calculation of Stable Isotope Concentrations Method 2: "Speciated Isotope Dilution Mass Spectrometry" Method 3: Multiple Species-Specific Isotope Dilution Analysis Method 4: Isotope Pattern Deconvolution Analytical Advantages and Applications of the Different Methods Mathematical Complexity Qualitative Information on any Spiked or Nonspiked Species Present in the Sample Applications in Other Fields: Metabolic and Environmental Studies Internal Correction of Mass Bias Correction of Spectral Interferences Applications with Molecular-Ion Sources 137

5 xiv Contents Limitations of the Different Calculation Methods General Procedure for Multiple Spiking Using Isotope Pattern Deconvolution General Equations for IPD in Multiple-Spiking IDMS General Equations for IPD and Interconverting Analytes Applications in Mineral Metabolism: Combination of Metabolic and Quantification Tracers Online IDMS with Multiple 4.8 Applications for the Tagging of Products and Living Tracers 151 Organisms Conclusions 156 References 156 Chapter 5 The Isotope Composition of Natural-Abundance Elements and Molecules 5.1 The Isotope Composition of the Elements Natural Variability: Isotopic Fractionation of the Elements Correlation of Isotope Abundances: Isotope Ratio Uncertainties The Uncertainties of the Atomic Weights The Isotopic Composition of Natural-Abundance Molecules Probabilities: the Binomial and Polynomial Distributions The Calculation of Polynomial Distributions The Matrix Multiplication Algorithm: Its Implementation Microsoft Excel 179 as a Visual Basic Macro for Examples of Isotope Distribution Calculations Uncertainties in the Isotope Composition of Molecules due to Natural Variability Calculation of the Uncertainties Based on the Kragten Spreadsheet Procedure The Calculation of Molecular Weights and Their Uncertainties Conclusions 191 References 191

6 Contents xv Chapter 6 Selection of Isotopically Enriched Elements and Isotopically Labelled Molecules 6.1 Introduction A General Mathematical Procedure for the Selection of Enriched Isotopes and the Isotope Labelling of Molecules Development of the Error-Propagation Equations Selection of the Enriched Tracer in Elemental Analysis Selection of the Labelling of a Molecule in Organic IDMS Additional Criteria for Isotope Selection in Elemental IDMS Isobaric Overlaps Polyatomic Interferences Additional Criteria for Isotope Labelling in Organic IDMS Selection of the Labelling Element Selection of the Number of Labelling Isotopes Selection of the Labelling Position Calculation of the Isotope Composition of Labelled Molecules The Isotope Distribution of Halogenated Compounds The Isotope Distribution of Labelled Peptides The Isotope Distribution of Labelled Steroids and Steroid Hormones Calculation of the Isotope Composition of Mixtures of Natural-Abundance and Labelled Molecules Conclusions 225 References 225 Chapter 7 The Measurement of the Isotope Composition of the Elements 7.1 Introduction Ion Sources Employed for Elemental IDMS The Thermal Ionisation Source The Inductively Coupled Plasma Source Mass Spectrometers Employed in Elemental IDMS Quadrupoles Double-Focusing Instruments Multiple-Collector Instruments Measurement of Isotope Compositions by ICP-MS 249

7 xvi Contents Factors Affecting the Accuracy of the Measurements Factors Affecting the Precision of the Measurements The Measurement of Isotope Compositions on Transient Signals by ICP-MS Factor Affecting the Accuracy of the Measurement Factors Affecting the Precision of the Measurements Multiple Linear Regression for Isotope-Ratio Measurement on Transient Signals Applications of IDMS for Elemental Analysis Total Elemental Determinations Speciation Analysis Mineral Metabolism Studies Certification of Reference Materials Conclusions 289 References 289 Chapter 8 The Measurement of the Isotope Composition of Molecules by Mass Spectrometry 8.1 Introduction Ion Sources The Electron Ionisation Source The Electrospray Ion Source Analysers and Detectors Single-Quadrupole Analysers Time-of-Flight (TOF) Analysers Tandem Instruments Detector Effects Measuring Isotope Compositions in Transient Signals: Coupling Chromatography to Mass Spectrometry Selection of the Measurement Conditions Chromatographic Isotope Effects Spectral Interferences and Matrix Effects Non-IDMS Applications of the Measurement of Molecular Isotope Compositions Identification or Confirmation of Molecules Based on its Isotope Composition Determination of the Isotope Enrichment of Labelled Molecules Applications of Enriched Isotopes in Proteomics Relative Protein Quantification 338

8 Contents xvii Absolute Quantification of Proteins Conclusions 346 References 346 Chapter 9 Traceability in Isotope Dilution Mass Spectrometry 9.1 Introduction IDMS as a Primary Method of Measurement Certification of the Mass Fraction of the Tracers Certification of Natural-Abundance Standards Calibration of Instrumentation for the Measurement of Isotope Compositions IDMS for the Certification of Reference Materials Intercomparison Exercises Organised by the CCQM: Pilot Studies and Key Comparisons IDMS in the Frame of National Metrology Institutes IDMS for the Provision of Assigned Values to Proficiency Testing Exercises Example of Proficiency Testing Exercise: Determination of Trace Elements in Waters IDMS for Traceability in Clinical Chemistry IDMS for the Determination of Total Cholesterol IDMS for the Determination of Creatinine IDMS for the Determination of Testosterone Conclusions 376 References 376 Chapter 10 Uncertainty Evaluation in IDMS 10.1 Introduction Basic Concepts Combination of Uncertainty Sources: Uncertainty Propagation Optimisation of Measurement Conditions in IDMS The Case for Correlated Variables Complex Measurement Functions Kragten Spreadsheet Procedure for Uncertainty Propagation Accuracy of the Partial Derivatives Correlation between Variables 393

9 xviii Contents 10.5 Sources of Uncertainty and Their Propagation in Elemental IDMS Single IDMS Double IDMS Exact-Matching IDMS Sources of Uncertainty on Molecular IDMS Using a Calibration Graph Selection of the Calibration Model The Weighed Polynomial Regression Uncertainty Propagation 10.7 Sources of Uncertainty in Isotope Pattern in Molecular IDMS 423 Deconvolution Uncertainty from the Multiple Linear Regression Uncertainties from the Theoretical and Experimental Isotope Compositions Total Combined Uncertainty Comparison of Uncertainties Using Different IDMS Calculation Methodologies Conclusions 431 References 432 Appendix: Definition and Explanation of Symbols Used 434 Subject Index 439

Very recently Roussis and Proulx clearly demonstrated

Very recently Roussis and Proulx clearly demonstrated APPLICATION NOTE Deconvolution of Isobaric Interferences in Mass Spectra Juris Meija and Joseph A. Caruso Department of Chemistry, University of Cincinnati, Cincinnati, Ohio, USA The concept of isobar

More information

INDUCTIVELY COUPLED PLASMA MASS SPECTROMETRY

INDUCTIVELY COUPLED PLASMA MASS SPECTROMETRY INDUCTIVELY COUPLED PLASMA MASS SPECTROMETRY Edited by AKBAR MONTASER George Washington University Washington, D.C. 20052, USA WILEY-VCH New York Chichester Weinheim Brisbane Singapore Toronto CONTENTS

More information

TR ACE ORGANIC. lgcstandards.com/foodandenvironment

TR ACE ORGANIC. lgcstandards.com/foodandenvironment U S E O F S TA B L E I S OTO P E I NTE R N A L S TA N D A R D S F O R TR ACE ORGANIC A N A LY S I S lgcstandards.com/foodandenvironment dr.ehrenstorfer@lgcgroup.com This paper explains why stable isotope

More information

Autenticity control, provenance testing and fraud detection using mass spectrometry

Autenticity control, provenance testing and fraud detection using mass spectrometry Autenticity control, provenance testing and fraud detection using mass spectrometry Abdal-Azim Al-Terkawi Ersan Özelci Melissa-Jane Monks Narendra Lagumaddepalli Venkatareddy Seyed Mohsen Jebreiil Khadem,

More information

Determination of Butyltin Compounds in Environmental Samples by Isotope Dilution GC-MS. Application. Authors. Abstract. Introduction.

Determination of Butyltin Compounds in Environmental Samples by Isotope Dilution GC-MS. Application. Authors. Abstract. Introduction. Determination of Butyltin Compounds in Environmental Samples by Isotope Dilution GC-MS Application Environmental Authors Giuseppe Centineo, Pablo Rodríguez-González, and J. Ignacio García Alonso Department

More information

PRINCIPLES AND PRACTICE OF BIOANALYSIS

PRINCIPLES AND PRACTICE OF BIOANALYSIS PRINCIPLES AND PRACTICE OF BIOANALYSIS Richard F. Venn Pfizer Central Research, Sandwich, UK London and New York List of contributors Preface xvi xvii 1 Physico-chemical properties of drugs and metabolites

More information

á233ñ ELEMENTAL IMPURITIES PROCEDURES

á233ñ ELEMENTAL IMPURITIES PROCEDURES Second Supplement to USP 38 NF 33 Chemical Tests / á233ñ Elemental Impurities Procedures 1 á233ñ ELEMENTAL IMPURITIES PROCEDURES INTRODUCTION This chapter describes two analytical procedures (Procedures

More information

Speciation of Bromine Compounds in Ozonated Drinking Water using Ion Chromatography and Inductively Coupled Plasma Mass Spectrometry

Speciation of Bromine Compounds in Ozonated Drinking Water using Ion Chromatography and Inductively Coupled Plasma Mass Spectrometry APPLICATION NOTE Speciation of Bromine Compounds in Ozonated Drinking Water using Ion Chromatography and Inductively Coupled Plasma Mass Spectrometry AN43227 Antonella Guzzonato 1, Shona McSheehy Ducos

More information

JRP SIB09 Elements GOOD PRACTICE GUIDE ON DEALING WITH INTERFERENCES IN ICP-MS FOR INVESTIGATING HIGH PURITY MATERIALS. Deliverable 1.2.

JRP SIB09 Elements GOOD PRACTICE GUIDE ON DEALING WITH INTERFERENCES IN ICP-MS FOR INVESTIGATING HIGH PURITY MATERIALS. Deliverable 1.2. JRP SIB09 Elements GOOD PRACTICE GUIDE ON DEALING WITH INTERFERENCES IN ICP-MS FOR INVESTIGATING HIGH PURITY MATERIALS Deliverable 1.2.32 (June 2015) Author : Guillaume Labarraque 1 Introduction High purity

More information

Contents. List of Contributors. Structure of the Book. Part 1 Evaluation and Estimation of Chromatographie Data 1

Contents. List of Contributors. Structure of the Book. Part 1 Evaluation and Estimation of Chromatographie Data 1 Contents Preface XIII List of Contributors XV Structure of the Book XVII Part 1 Evaluation and Estimation of Chromatographie Data 1 1 Evaluating Chromatograms 3 Hans-Joachim Kuss and Daniel Stauffer 1.1

More information

Computational Methods for Mass Spectrometry Proteomics

Computational Methods for Mass Spectrometry Proteomics Computational Methods for Mass Spectrometry Proteomics Eidhammer, Ingvar ISBN-13: 9780470512975 Table of Contents Preface. Acknowledgements. 1 Protein, Proteome, and Proteomics. 1.1 Primary goals for studying

More information

for the Novice Mass Spectrometry (^>, John Greaves and John Roboz yc**' CRC Press J Taylor & Francis Group Boca Raton London New York

for the Novice Mass Spectrometry (^>, John Greaves and John Roboz yc**' CRC Press J Taylor & Francis Group Boca Raton London New York Mass Spectrometry for the Novice John Greaves and John Roboz (^>, yc**' CRC Press J Taylor & Francis Group Boca Raton London New York CRC Press is an imprint of the Taylor & Francis Croup, an informa business

More information

PROCEDURES. Pharmacopeial Forum 2 Vol. 36(1) [Jan. Feb. 2009]

PROCEDURES. Pharmacopeial Forum 2 Vol. 36(1) [Jan. Feb. 2009] 2 Vol. 36(1) [Jan. Feb. 2009] BRIEFING h233i Elemental Impurities Procedures. This proposed new general test chapter is the second of two being developed to replace the general test chapter Heavy Metals

More information

Designed for Accuracy. Innovation with Integrity. High resolution quantitative proteomics LC-MS

Designed for Accuracy. Innovation with Integrity. High resolution quantitative proteomics LC-MS Designed for Accuracy High resolution quantitative proteomics Innovation with Integrity LC-MS Setting New Standards in Accuracy The development of mass spectrometry based proteomics approaches has dramatically

More information

MS-based proteomics to investigate proteins and their modifications

MS-based proteomics to investigate proteins and their modifications MS-based proteomics to investigate proteins and their modifications Francis Impens VIB Proteomics Core October th 217 Overview Mass spectrometry-based proteomics: general workflow Identification of protein

More information

The Theory of HPLC. Quantitative and Qualitative HPLC

The Theory of HPLC. Quantitative and Qualitative HPLC The Theory of HPLC Quantitative and Qualitative HPLC i Wherever you see this symbol, it is important to access the on-line course as there is interactive material that cannot be fully shown in this reference

More information

WADA Technical Document TD2003IDCR

WADA Technical Document TD2003IDCR IDENTIFICATION CRITERIA FOR QUALITATIVE ASSAYS INCORPORATING CHROMATOGRAPHY AND MASS SPECTROMETRY The appropriate analytical characteristics must be documented for a particular assay. The Laboratory must

More information

OF ANALYSIS FOR DETERMINATION OF PESTICIDES RESIDUES IN FOOD (CX/PR 15/47/10) European Union Competence European Union Vote

OF ANALYSIS FOR DETERMINATION OF PESTICIDES RESIDUES IN FOOD (CX/PR 15/47/10) European Union Competence European Union Vote 1 April 2015 European Union s CODEX COMMITTEE ON PESTICIDE RESIDUES 47 th Session Beijing, China, 13 18 April 2015 AGENDA ITEM 8 PROPOSED DRAFT GUIDELINES ON PERFORMANCE CRITERIA SPECIFIC FOR METHODS OF

More information

Using information from the Periodic Table, complete the electron configuration of tellurium.

Using information from the Periodic Table, complete the electron configuration of tellurium. Q1.Tellurium is the element with atomic number of 52 (a) Using information from the Periodic Table, complete the electron configuration of tellurium. [Kr].. (b) The mass spectrum of a sample of tellurium

More information

Determination of challenging elements in ultrapure semiconductor grade sulfuric acid by Triple Quadrupole ICP-MS

Determination of challenging elements in ultrapure semiconductor grade sulfuric acid by Triple Quadrupole ICP-MS Determination of challenging elements in ultrapure semiconductor grade sulfuric acid by Triple Quadrupole ICP-MS Application note Semiconductor Authors Junichi Takahashi Agilent Technologies, Japan Introduction

More information

Pharmacopeial Forum Vol. 36(1) [Jan. Feb. 2010] 1

Pharmacopeial Forum Vol. 36(1) [Jan. Feb. 2010] 1 Vol. 36(1) [Jan. Feb. 2010] 1 Page 1 of 23 Time:10:03 Date:10/14/09 Instance: g:/pf/production/final PF36(1)/m5193.xml Template:s:/Pf/Template/PFRedesign/Pf353/PFR-pf-server-2009.3f BRIEFING h233i Elemental

More information

x Contents 3 The Stationary Phase in Thin-Layer Chromatography Activating and Deactivating Stationary Phases Snyder s Adsorption M

x Contents 3 The Stationary Phase in Thin-Layer Chromatography Activating and Deactivating Stationary Phases Snyder s Adsorption M Contents 1 History of Planar Chromatography... 1 1.1 History of Paper Chromatography (PC)... 1 1.2 History of Thin-Layer Chromatography... 7 1.3 The History of Quantitative Planar Chromatography... 8 References.....

More information

Give the full electron configuration of an Al atom and of a Cr 3+ ion. Al atom... Cr 3+ ion... (2)

Give the full electron configuration of an Al atom and of a Cr 3+ ion. Al atom... Cr 3+ ion... (2) Q1. This question is about electron configuration. (a) Give the full electron configuration of an Al atom and of a Cr 3+ ion. Al atom. Cr 3+ ion (b) Deduce the formula of the ion that has a charge of 2+

More information

COLA Mass Spec Criteria

COLA Mass Spec Criteria Wednesday April 5, 2017 2pm COLA Mass Spec Criteria Kathy Nucifora, MPH, MT(ASCP) COLA, Accreditation Division Director Columbia, MD DESCRIPTION: Kathy Nucifora, COLA Accreditation Division Director, will

More information

Introduction. Chapter 1. Learning Objectives

Introduction. Chapter 1. Learning Objectives Chapter 1 Introduction Learning Objectives To understand the need to interface liquid chromatography and mass spectrometry. To understand the requirements of an interface between liquid chromatography

More information

Certified Reference Material - Certificate of Analysis Methylone, Primary Standard

Certified Reference Material - Certificate of Analysis Methylone, Primary Standard Certified Reference Material - Certificate of Analysis Methylone, Primary Standard Page 1 of 9 Catalog Number: O Lot: Expiration Date: Description: Packaging: Storage: Shipping: Intended Use: Instructions

More information

Yun W. Alelyunas, Mark D. Wrona, Russell J. Mortishire-Smith, Nick Tomczyk, and Paul D. Rainville Waters Corporation, Milford, MA, USA INTRODUCTION

Yun W. Alelyunas, Mark D. Wrona, Russell J. Mortishire-Smith, Nick Tomczyk, and Paul D. Rainville Waters Corporation, Milford, MA, USA INTRODUCTION Quantitation by High Resolution Mass Spectrometry: Using Target Enhancement and Tof-MRM to Achieve Femtogram-level On-column Sensitivity for Quantitation of Drugs in Human Plasma Yun W. Alelyunas, Mark

More information

Measurement Uncertainty, March 2009, F. Cordeiro 1

Measurement Uncertainty, March 2009, F. Cordeiro 1 Measurement Uncertainty, March 2009, F. Cordeiro 1 Uncertainty Estimation on the Quantification of Major Proteins in Milk by Liquid Chromatography Contribution to a Chemical Reference Measurement System

More information

Accurate elemental speciation by isotope dilution mass spectrometry with hyphenated techniques

Accurate elemental speciation by isotope dilution mass spectrometry with hyphenated techniques Accurate elemental speciation by isotope dilution mass spectrometry with hyphenated techniques Klaus G. Heumann Institute of Inorganic Chemistry and Analytical Chemistry Johannes Gutenberg-University Mainz,

More information

Performing Peptide Bioanalysis Using High Resolution Mass Spectrometry with Target Enhancement MRM Acquisition

Performing Peptide Bioanalysis Using High Resolution Mass Spectrometry with Target Enhancement MRM Acquisition Performing Peptide Bioanalysis Using High Resolution Mass Spectrometry with Target Enhancement MRM Acquisition Yun Wang Alelyunas, Mark D. Wrona, and Nick Tomczyk Waters Corporation, Milford, MA, USA GOAL

More information

High accuracy isotope dilution analysis for the determination of ethanol using gas chromatography-combustion-isotope ratio mass spectrometry

High accuracy isotope dilution analysis for the determination of ethanol using gas chromatography-combustion-isotope ratio mass spectrometry High accuracy isotope dilution analysis for the determination of ethanol using gas chromatography-combustion-isotope ratio mass spectrometry Céline S. J. Wolff Briche,* a Helena Hernández, b Gavin O Connor,

More information

LC-MS/MS in the Clinical Laboratory. Jo Adaway

LC-MS/MS in the Clinical Laboratory. Jo Adaway LC-MS/MS in the Clinical Laboratory Jo Adaway LC-MS/MS in the clinical laboratory LC-MS/MS is mainly used for quantification of analytes used in the diagnosis and monitoring of disease Semi-quantitative

More information

State of the art of mercury speciation analysis

State of the art of mercury speciation analysis State of the art of mercury speciation analysis Wolfgang Frech, Lars Lambertsson, Tom Larsson and Erik Björn, Department of Chemistry, Analytical Chemistry, Umeå University, S-90187 Umeå, Sweden EVISA

More information

COMPREHENSIVE ENVIRONMENTAL MASS SPECTROMETRY

COMPREHENSIVE ENVIRONMENTAL MASS SPECTROMETRY COMPREHENSIVE ENVIRONMENTAL MASS SPECTROMETRY Albert T. Edited by Lebedev Publications TABLE OF CONTENTS The Editor xiii The Contributors The Sponsors xv xix Foreword Introduction xxiii xxvii Chapter 1

More information

Determination Spectrometry. of Serum Glucose by Isotope Dilution Mass. National Chemical Laboratory for Industry, Tsukuba, Ibaraki 305

Determination Spectrometry. of Serum Glucose by Isotope Dilution Mass. National Chemical Laboratory for Industry, Tsukuba, Ibaraki 305 ANALYTICAL SCIENCES OCTOBER 1988, VOL. 4 487 Determination Spectrometry of Serum Glucose by Isotope Dilution Mass Akiko TAKATSU and Sueo NISHI National Chemical Laboratory for Industry, Tsukuba, Ibaraki

More information

HANDBOOK OF DRUG ANALYSIS

HANDBOOK OF DRUG ANALYSIS HANDBOOK OF DRUG ANALYSIS APPLICATIONS IN FORENSIC AND CLINICAL LABORATORIES Ray H. Liu Daniel E. Gadzala American Chemical Society Washington, DC Contents Dedication Foreword Preface About the Authors

More information

Ionisation energies provide evidence for the arrangement of electrons in atoms. 1s 2... (1) (2)

Ionisation energies provide evidence for the arrangement of electrons in atoms. 1s 2... (1) (2) 1 State the relative charge and relative mass of a proton, of a neutron and of an electron. In terms of particles, explain the relationship between two isotopes of the same element. Explain why these isotopes

More information

Analytical Strategy: HS 2014 Rafael Hodel, Stefanie Jucker. Quality Control: Quantitative Nuclear Magnetic Resonance

Analytical Strategy: HS 2014 Rafael Hodel, Stefanie Jucker. Quality Control: Quantitative Nuclear Magnetic Resonance Analytical Strategy: HS 2014 Rafael Hodel, Stefanie Jucker Quality Control: Quantitative Nuclear Magnetic Resonance Quality Control (QC) - Why? 1) Purchasing raw materials and educts Did we get what we

More information

Certified Reference Material - Certificate of Analysis

Certified Reference Material - Certificate of Analysis Certified Reference Material - Certificate of Analysis Amiodarone-D 4, Primary Standard A-83 Page 1 of 8 Catalog Number: A-83 Lot: Expiration: Description: Packaging: Storage: Shipping: Intended Use: Instructions

More information

O WILEY- MODERN NUCLEAR CHEMISTRY. WALTER D. LOVELAND Oregon State University. DAVID J. MORRISSEY Michigan State University

O WILEY- MODERN NUCLEAR CHEMISTRY. WALTER D. LOVELAND Oregon State University. DAVID J. MORRISSEY Michigan State University MODERN NUCLEAR CHEMISTRY WALTER D. LOVELAND Oregon State University DAVID J. MORRISSEY Michigan State University GLENN T. SEABORG University of California, Berkeley O WILEY- INTERSCIENCE A JOHN WILEY &

More information

Certified Reference Material - Certificate of Analysis

Certified Reference Material - Certificate of Analysis Certified Reference Material - Certificate of Analysis Dehydroepiandrosterone 3-sulfate, Primary Standard D-065 Page 1 of 6 Catalog Number: D-065 Lot: H 3 C Expiration: Description: February 2019 Dehydroepiandrosterone

More information

CHROMATOGRAPHY AND MASS SPECTROMETER

CHROMATOGRAPHY AND MASS SPECTROMETER 22 CHROMATOGRAPHY AND MASS SPECTROMETER 22.1 INTRODUCTION We know that the biochemistry or biological chemistry deals with the study of molecules present in organisms. These molecules are called as biomolecules

More information

Measurement standards and the general problem of reference points in

Measurement standards and the general problem of reference points in Measurement standards and the general problem of reference points in chemical analysis W. Richter, G. Dube Physikalisch-Technische Bundesanstalt, Braunschweig, Germany illinium XA0200661 Abstract Besides

More information

Chromatography and other Separation Methods

Chromatography and other Separation Methods Chromatography and other Separation Methods Probably the most powerful class of modern analytical methods for analyzing mixture of components---and even for detecting a single component in a complex mixture!

More information

Nu Plasma II - Collector Configuration

Nu Plasma II - Collector Configuration Nu Plasma II - Collector Configuration Nu Plasma II - Collector Configuration U-Th-Pb mass array 238U 232Th 207Pb 206Pb 208Pb 202Hg 204Pb, 204Hg Peak Alignment/Coincidence 238 U 232 Th 208 Pb 207 Pb 206

More information

Isotopic-Labeling and Mass Spectrometry-Based Quantitative Proteomics

Isotopic-Labeling and Mass Spectrometry-Based Quantitative Proteomics Isotopic-Labeling and Mass Spectrometry-Based Quantitative Proteomics Xiao-jun Li, Ph.D. Current address: Homestead Clinical Day 4 October 19, 2006 Protein Quantification LC-MS/MS Data XLink mzxml file

More information

Lead isotope analysis: Removal of 204 Hg isobaric interference from 204 Pb using ICP-QQQ in MS/MS mode

Lead isotope analysis: Removal of 204 Hg isobaric interference from 204 Pb using ICP-QQQ in MS/MS mode Lead isotope analysis: Removal of Hg isobaric interference from using ICP-QQQ in MS/MS mode Application note Authors Geochemistry and isotope analysis Glenn Woods Agilent Technologies, LDA UK Ltd., Stockport,

More information

Accurate Mass Measurement for Intact Proteins using ESI-oa-TOF. Application Note. Donghui Yi and Christine Miller Agilent Technologies

Accurate Mass Measurement for Intact Proteins using ESI-oa-TOF. Application Note. Donghui Yi and Christine Miller Agilent Technologies Accurate Mass Measurement for Intact Proteins using ESI-oa-TOF Application Note Donghui Yi and Christine Miller Jon D. Williams, GlaxoSmithKline Introduction Mass spectrometry (MS) has become a core technology

More information

Perfluorinated compounds detection using non-target analysis of RP-HPLC-ICPMS/MS

Perfluorinated compounds detection using non-target analysis of RP-HPLC-ICPMS/MS Perfluorinated compounds detection using non-target analysis of RP-HPLC-ICPMS/MS Nor Laili Azua Jamari, Jan Frederik Dohmann, Andrea Raab, Eva M. Krupp and Jörg Feldmann Trace Element Speciation Laboratory

More information

Validation of an Analytical Method

Validation of an Analytical Method Validation of an Analytical Method Refer to: ICH Guideline Q2(R1), Validation of Analytical Procedures: Teaxt andmethodology. Introduction All major laboratories eg. in the industry operates with clearly

More information

TANDEM MASS SPECTROSCOPY

TANDEM MASS SPECTROSCOPY TANDEM MASS SPECTROSCOPY 1 MASS SPECTROMETER TYPES OF MASS SPECTROMETER PRINCIPLE TANDEM MASS SPECTROMETER INSTRUMENTATION QUADRAPOLE MASS ANALYZER TRIPLE QUADRAPOLE MASS ANALYZER TIME OF FLIGHT MASS ANALYSER

More information

Liquid storage: Holds the solvent which is going to act as the mobile phase. Pump: Pushes the solvent through to the column at high pressure.

Liquid storage: Holds the solvent which is going to act as the mobile phase. Pump: Pushes the solvent through to the column at high pressure. High performance liquid chromatography (HPLC) is a much more sensitive and useful technique than paper and thin layer chromatography. The instrument used for HPLC is called a high performance liquid chromatograph.

More information

Overview. Introduction. André Schreiber AB SCIEX Concord, Ontario (Canada)

Overview. Introduction. André Schreiber AB SCIEX Concord, Ontario (Canada) Quantitation and Identification of Pharmaceuticals and Personal Care Products (PPCP) in Environmental Samples using Advanced TripleTOF MS/MS Technology André Schreiber AB SCIEX Concord, Ontario (Canada)

More information

Analysis of Polar Metabolites using Mass Spectrometry

Analysis of Polar Metabolites using Mass Spectrometry Analysis of Polar Metabolites using Mass Spectrometry TransMed Course: Basics in Clinical Proteomics and Metabolomics. Oct 10-19, 2012 dd.mm.yyyy Vidya Velagapudi, Ph.D, Adjunct Professor Head of the Metabolomics

More information

Method Validation. Role of Validation. Two levels. Flow of method validation. Method selection

Method Validation. Role of Validation. Two levels. Flow of method validation. Method selection Role of Validation Method Validation An overview Confirms the fitness for purpose of a particular analytical method. ISO definition: Conformation by examination and provision of objective evidence that

More information

APPLICATION OF SPECTROMETRY ISOTOPE DILUTION MASS (IDMS) TO TRACE ANAYISIS. STUDY DETERMINATION OF MOLYBDENUM IN A CERTIFIED REFERENCE MATERIAL

APPLICATION OF SPECTROMETRY ISOTOPE DILUTION MASS (IDMS) TO TRACE ANAYISIS. STUDY DETERMINATION OF MOLYBDENUM IN A CERTIFIED REFERENCE MATERIAL APPLICATION OF SPECTROMETRY ISOTOPE DILUTION MASS (IDMS) TO TRACE ANAYISIS. STUDY DETERMINATION OF MOLYBDENUM IN A CERTIFIED REFERENCE MATERIAL Jéssica Quiles Romero Degree in Chemistry Degree Final Project

More information

Contact Information. Speaker Financial Disclosure Information. Fitting Linear Quadrupoles and Round Flight Tubes into the Square Clinical Laboratory

Contact Information. Speaker Financial Disclosure Information. Fitting Linear Quadrupoles and Round Flight Tubes into the Square Clinical Laboratory Fitting Linear Quadrupoles and Round Flight Tubes into the Square Clinical Laboratory The What, Where and Why of Clinical Mass Spectrometry Frederick G. Strathmann 2014 Institute for Learning Quarterly

More information

Qualitative Organic Analysis CH 351 Mass Spectrometry

Qualitative Organic Analysis CH 351 Mass Spectrometry Qualitative Organic Analysis CH 351 Mass Spectrometry Bela Torok Department of Chemistry University of Massachusetts Boston Boston, MA General Aspects Theoretical basis of mass spectrometry Basic Instrumentation

More information

The role of LSD spikes in safeguarding nuclear reprocessing plants R Wellum, Y Aregbe, A Verbruggen, S Richter

The role of LSD spikes in safeguarding nuclear reprocessing plants R Wellum, Y Aregbe, A Verbruggen, S Richter The role of LSD spikes in safeguarding nuclear reprocessing plants R Wellum, Y Aregbe, A Verbruggen, S Richter Institute for Reference Materials and Measurements (IRMM) Geel, Belgium http://www.irmm.jrc.be

More information

Rapid Detection of Americium-241 in Food by Inductively-Coupled Plasma Mass Spectrometry

Rapid Detection of Americium-241 in Food by Inductively-Coupled Plasma Mass Spectrometry Rapid Detection of Americium-241 in Food by Inductively-Coupled Plasma Mass Spectrometry Zhichao Lin, Kathryn Emanuele, Stephanie Healey, and Patrick Regan Analytical Branch Winchester Engineering and

More information

Multi-residue analysis of pesticides by GC-HRMS

Multi-residue analysis of pesticides by GC-HRMS An Executive Summary Multi-residue analysis of pesticides by GC-HRMS Dr. Hans Mol is senior scientist at RIKILT- Wageningen UR Introduction Regulatory authorities throughout the world set and enforce strict

More information

Introduction to Pharmaceutical Chemical Analysis

Introduction to Pharmaceutical Chemical Analysis Introduction to Pharmaceutical Chemical Analysis Hansen, Steen ISBN-13: 9780470661222 Table of Contents Preface xv 1 Introduction to Pharmaceutical Analysis 1 1.1 Applications and Definitions 1 1.2 The

More information

Introduction to LC-MS

Introduction to LC-MS Wednesday April 5, 2017 10am Introduction to LC-MS Amy Patton, MS Laboratory Manager, Pinpoint Testing, LLC Little Rock, AR DESCRIPTION: Amy Patton, laboratory manager for Pinpoint Testing, will begin

More information

ELEMENTAL AND SPECIATED ISOTOPE DILUTION MASS SPECTROMETRY

ELEMENTAL AND SPECIATED ISOTOPE DILUTION MASS SPECTROMETRY METHOD 6800 ELEMENTL ND PECITED IOTOPE DILUTION M PECTROMETRY W-846 is not intended to be an analytical training manual. Therefore, method procedures are written based on the assumption that they will

More information

Protein Quantitation II: Multiple Reaction Monitoring. Kelly Ruggles New York University

Protein Quantitation II: Multiple Reaction Monitoring. Kelly Ruggles New York University Protein Quantitation II: Multiple Reaction Monitoring Kelly Ruggles kelly@fenyolab.org New York University Traditional Affinity-based proteomics Use antibodies to quantify proteins Western Blot RPPA Immunohistochemistry

More information

WADA Technical Document TD2015IDCR

WADA Technical Document TD2015IDCR MINIMUM CRITERIA FOR CHROMATOGRAPHIC-MASS SPECTROMETRIC CONFIRMATION OF THE IDENTITY OF ANALYTES FOR DOPING CONTROL PURPOSES. The ability of a method to identify an analyte is a function of the entire

More information

The ultratrace determination of iodine 129 in aqueous samples using the 7700x ICP-MS with oxygen reaction mode

The ultratrace determination of iodine 129 in aqueous samples using the 7700x ICP-MS with oxygen reaction mode The ultratrace determination of iodine in aqueous samples using the 7700x ICP-MS with oxygen reaction mode Application note Nuclear Authors Kazumi Nakano, Yasuyuki Shikamori, Naoki Sugiyama and Shinichiro

More information

Preparation and Certification of IRMM-081a and IRMM-086 Spike Isotopic Reference Materials

Preparation and Certification of IRMM-081a and IRMM-086 Spike Isotopic Reference Materials Preparation and Certification of IRMM-081a and IRMM-086 Spike Isotopic Reference Materials A. Verbruggen, R. Eykens, F. Kehoe, H. Kühn, S. Richter, Y. Aregbe EUR 22944 EN - 2007 The mission of the IRMM

More information

Practical Statistics for the Analytical Scientist Table of Contents

Practical Statistics for the Analytical Scientist Table of Contents Practical Statistics for the Analytical Scientist Table of Contents Chapter 1 Introduction - Choosing the Correct Statistics 1.1 Introduction 1.2 Choosing the Right Statistical Procedures 1.2.1 Planning

More information

Accurate Analysis of Trace Mercury in Cosmetics using the Agilent 8900 ICP-QQQ

Accurate Analysis of Trace Mercury in Cosmetics using the Agilent 8900 ICP-QQQ Application Note Consumer products Accurate Analysis of Trace Mercury in Cosmetics using the Agilent 8900 ICP-QQQ Effective removal of tungsten-based interferences on five Hg isotopes using MS/MS Authors

More information

Contents. 1 Matter: Its Properties and Measurement 1. 2 Atoms and the Atomic Theory Chemical Compounds Chemical Reactions 111

Contents. 1 Matter: Its Properties and Measurement 1. 2 Atoms and the Atomic Theory Chemical Compounds Chemical Reactions 111 Ed: Pls provide art About the Authors Preface xvii xvi 1 Matter: Its Properties and Measurement 1 1-1 The Scientific Method 2 1-2 Properties of Matter 4 1-3 Classification of Matter 5 1-4 Measurement of

More information

The Emergence of Benchtop Tandem Quadrupole Mass Spectrometers as a Routine Tool in Quantitative GC/MS/MS Applications

The Emergence of Benchtop Tandem Quadrupole Mass Spectrometers as a Routine Tool in Quantitative GC/MS/MS Applications The Emergence of Benchtop Tandem Quadrupole Mass Spectrometers as a Routine Tool in Quantitative GC/MS/MS Applications Doug Stevens Waters Corp. Introduction The range of GC/MS instrument types has expanded

More information

Biosciences Approved 10/14/16. COURSE OUTLINE CHM 110 Chemistry I (KRSN CHM1010) 5 credits

Biosciences Approved 10/14/16. COURSE OUTLINE CHM 110 Chemistry I (KRSN CHM1010) 5 credits COURSE OUTLINE CHM 110 Chemistry I (KRSN CHM1010) 5 credits Course Description This course will enable students to understand the scientific method, improve knowledge of basic math skills, work with scientific

More information

Sources of Errors in Trace Element and Speciation Analysis

Sources of Errors in Trace Element and Speciation Analysis Sources of Errors in Trace Element and Speciation Analysis Zoltan Mester, National Research Council of Canada, Institute for National Measurement Standards Outline Definitions Sources of errors in the

More information

Onsite training from the Crawford Scientific experts

Onsite training from the Crawford Scientific experts Bespoke training in your lab. On your instruments. At a time that suits you. Onsite training from the Crawford Scientific experts 2017-2018 Onsite Training Course Portfolio» HPLC Fundamentals» HPLC Troubleshooting

More information

Screening of pesticides residues by the time of flight analyzer (ToF) : Myth or reality?

Screening of pesticides residues by the time of flight analyzer (ToF) : Myth or reality? Screening of pesticides residues by the time of flight analyzer (ToF) : Myth or reality? Laure Joly & Vincent Hanot WIV-ISP, Juliette Wytsmanstraat 14, 15 Brussel The passengers pesticides are requested......

More information

Use these data to calculate the empirical formula of the unknown acid. Show your working.

Use these data to calculate the empirical formula of the unknown acid. Show your working. Q1.The manufacturer supplying concentrated ethanoic acid for the production of vinegar also supplied other acids. The label had come off a batch of one of these other acids. A sample of this unknown acid

More information

Quan/Qual Analyses. Unmatched Confidence for. Thermo Scientific Q Exactive Orbitrap LC-MS/MS System. Identify Quantify Confirm

Quan/Qual Analyses. Unmatched Confidence for. Thermo Scientific Q Exactive Orbitrap LC-MS/MS System. Identify Quantify Confirm 26.1645 165.91 33.267 Thermo Scientific Q Exactive rbitrap LC-MS/MS System Unmatched Confidence for Quan/Qual Analyses Identify Quantify Confirm Quanfirmation \ kwän-f r-'m -shän\ n 1 : the ability to

More information

Determination of trace elements in ultrapure semiconductor grade sulfuric acid using the Agilent 8900 ICP-QQQ in MS/MS mode

Determination of trace elements in ultrapure semiconductor grade sulfuric acid using the Agilent 8900 ICP-QQQ in MS/MS mode Determination of trace elements in ultrapure semiconductor grade sulfuric acid using the Agilent 8900 ICP-QQQ in MS/MS mode Application note Semiconductor Authors Michiko Yamanaka, Kazuo Yamanaka and Naoki

More information

Requirements of a reference measurement procedure and how they relate to a certified reference material for ctni that is fit for purpose

Requirements of a reference measurement procedure and how they relate to a certified reference material for ctni that is fit for purpose Requirements of a reference measurement procedure and how they relate to a certified reference material for ctni that is fit for purpose David M. Bunk, Ph.D. National Institute of Standards and Technology

More information

Introduction to GC/MS

Introduction to GC/MS Why Mass Spectrometry? Introduction to GC/MS A powerful analytical technique used to: 1.Identify unknown compounds 2. Quantify known materials down to trace levels 3. Elucidate the structure of molecules

More information

Protein Quantitation II: Multiple Reaction Monitoring. Kelly Ruggles New York University

Protein Quantitation II: Multiple Reaction Monitoring. Kelly Ruggles New York University Protein Quantitation II: Multiple Reaction Monitoring Kelly Ruggles kelly@fenyolab.org New York University Traditional Affinity-based proteomics Use antibodies to quantify proteins Western Blot Immunohistochemistry

More information

Substance Characterisation for REACH. Dr Emma Miller Senior Chemist

Substance Characterisation for REACH. Dr Emma Miller Senior Chemist Substance Characterisation for REACH Dr Emma Miller Senior Chemist Submission of a REACH registration dossier, either as a lead registrant or a joint registrant Submission of an Inquiry to ECHA Submission

More information

Agilent All Ions MS/MS

Agilent All Ions MS/MS Agilent All Ions MS/MS Workflow Overview A Determine fragment ions for LC/MS Quant method B Develop final Quant method Develop LC/MS Qualitative Analysis method Process data with Find by Formula Build

More information

Trace Analysis of Hexavalent Chromium using IC-ICP-DRC-MS

Trace Analysis of Hexavalent Chromium using IC-ICP-DRC-MS Trace Analysis of Hexavalent Chromium using IC-ICP-DRC-MS Hakan Gürleyük, Ph.D. hakan@appliedspeciation.com info@appliedspeciation.com Who is Applied Speciation? Started in 2005 in a 1000 sqft warehouse

More information

Arsenic Speciation in Chicken. Mary Carson, Ph.D. FDA/CVM/OR/ Division of Residue Chemistry

Arsenic Speciation in Chicken. Mary Carson, Ph.D. FDA/CVM/OR/ Division of Residue Chemistry Arsenic Speciation in Chicken Mary Carson, Ph.D. FDA/CVM/R/ Division of Residue Chemistry Elements of Clinical or Public Health Significance Elemental Speciation The chemical species are specific forms

More information

PROTEIN SEQUENCING AND IDENTIFICATION USING TANDEM MASS SPECTROMETRY

PROTEIN SEQUENCING AND IDENTIFICATION USING TANDEM MASS SPECTROMETRY PROTEIN SEQUENCING AND IDENTIFICATION USING TANDEM MASS SPECTROMETRY Michael Kinter Department of Cell Biology Lerner Research Institute Cleveland Clinic Foundation Nicholas E. Sherman Department of Microbiology

More information

Application note. Accurate determination of sulfur in biodiesel using Isotope Dilution-Triple Quadrupole ICP-MS (ID-ICP-QQQ) Petrochemical

Application note. Accurate determination of sulfur in biodiesel using Isotope Dilution-Triple Quadrupole ICP-MS (ID-ICP-QQQ) Petrochemical Accurate determination of sulfur in biodiesel using Isotope Dilution-Triple Quadrupole ICP-MS (ID-ICP-QQQ) Application note Petrochemical Author Lieve Balcaen, Frank Vanhaecke 1, Glenn Woods 2, Martín

More information

State the number of protons and the number of neutrons in an atom of the isotope 85 Rb

State the number of protons and the number of neutrons in an atom of the isotope 85 Rb Q1.The element rubidium exists as the isotopes 85 Rb and 87 Rb (a) State the number of protons and the number of neutrons in an atom of the isotope 85 Rb Number of protons... Number of neutrons... (b)

More information

The Claviature of Gas Analysis

The Claviature of Gas Analysis The Claviature of Gas Analysis Mass spectrometric gas analysis for quality assurance of gases and gas mixtures High purity and special gases are becoming increasingly important in the development of modern

More information

METHOD 8033 ACETONITRILE BY GAS CHROMATOGRAPHY WITH NITROGEN-PHOSPHORUS DETECTION

METHOD 8033 ACETONITRILE BY GAS CHROMATOGRAPHY WITH NITROGEN-PHOSPHORUS DETECTION METHOD 80 ACETONITRILE BY GAS CHROMATOGRAPHY WITH NITROGEN-PHOSPHORUS DETECTION 1.0 SCOPE AND APPLICATION 1.1 Method 80 may be used to determine the concentration of acetonitrile (CAS No. 75-05-8) in aqueous

More information

High-Throughput Protein Quantitation Using Multiple Reaction Monitoring

High-Throughput Protein Quantitation Using Multiple Reaction Monitoring High-Throughput Protein Quantitation Using Multiple Reaction Monitoring Application Note Authors Ning Tang, Christine Miller, Joe Roark, Norton Kitagawa and Keith Waddell Agilent Technologies, Inc. Santa

More information

Cork Institute of Technology. Summer 2005 Instrumental Analysis (Time: 3 Hours) Section A

Cork Institute of Technology. Summer 2005 Instrumental Analysis (Time: 3 Hours) Section A Cork Institute of Technology Higher Certificate in Science in Applied Biology Award (National Certificate in Science in Applied Biology Award) Answer FIVE questions; answer Section A, TWO questions from

More information

2. QUALITY CONTROL IN MASS SPECTROMETRY

2. QUALITY CONTROL IN MASS SPECTROMETRY IAEA-SM-367/5/03 Evaluation of Uncertainties for Pu and U Measurements Achieved in the On-Site Laboratory by Thermal Ionisation Mass Spectrometry during Two Years of Operation E. Zuleger, K. Mayer, L.

More information

Identification and Characterization of an Isolated Impurity Fraction: Analysis of an Unknown Degradant Found in Quetiapine Fumarate

Identification and Characterization of an Isolated Impurity Fraction: Analysis of an Unknown Degradant Found in Quetiapine Fumarate Identification and Characterization of an Isolated Impurity Fraction: Analysis of an Unknown Degradant Found in Quetiapine Fumarate Michael D. Jones, Xiang Jin Song, Robert S. Plumb, Peter J. Lee, and

More information

A novel high resolution accurate mass Orbitrap-based GC-MS platform for routine analysis of Short Chained Chlorinated Paraffins

A novel high resolution accurate mass Orbitrap-based GC-MS platform for routine analysis of Short Chained Chlorinated Paraffins TECHNICAL NOTE 39 A novel high resolution accurate mass Orbitrap-based GC-MS platform for routine analysis of Short Chained Chlorinated Paraffins Author Cristian Cojocariu Thermo Fisher Scientific, Runcorn,

More information

UNCERTAINTY ANALYSIS OF TWO-SHAFT GAS TURBINE PARAMETER OF ARTIFICIAL NEURAL NETWORK (ANN) APPROXIMATED FUNCTION USING SEQUENTIAL PERTURBATION METHOD

UNCERTAINTY ANALYSIS OF TWO-SHAFT GAS TURBINE PARAMETER OF ARTIFICIAL NEURAL NETWORK (ANN) APPROXIMATED FUNCTION USING SEQUENTIAL PERTURBATION METHOD UNCERTAINTY ANALYSIS OF TWO-SHAFT GAS TURBINE PARAMETER OF ARTIFICIAL NEURAL NETWORK (ANN) APPROXIMATED FUNCTION USING SEQUENTIAL PERTURBATION METHOD HILMI ASYRAF BIN RAZALI Report submitted in partial

More information

Engineering and. Tapio Salmi Abo Akademi Abo-Turku, Finland. Jyri-Pekka Mikkola. Umea University, Umea, Sweden. Johan Warna.

Engineering and. Tapio Salmi Abo Akademi Abo-Turku, Finland. Jyri-Pekka Mikkola. Umea University, Umea, Sweden. Johan Warna. Chemical Reaction Engineering and Reactor Technology Tapio Salmi Abo Akademi Abo-Turku, Finland Jyri-Pekka Mikkola Umea University, Umea, Sweden Johan Warna Abo Akademi Abo-Turku, Finland CRC Press is

More information

On-line isotope dilution analysis with the 7700 Series ICP-MS: Analysis of trace elements in high matrix samples

On-line isotope dilution analysis with the 7700 Series ICP-MS: Analysis of trace elements in high matrix samples n-line isotope dilution analysis with the 7700 Series ICP-MS: Analysis of trace elements in high matrix samples Application note Authors Giuseppe Centineo 1, Jose Ángel Rodríguez Castrillón 1, Esther Muñoz

More information

Lecture 7: Atomic Spectroscopy

Lecture 7: Atomic Spectroscopy Lecture 7: Atomic Spectroscopy 1 Atomic spectroscopy The wavelengths of absorbance and emission from atoms in the gas phase are characteristic of atomic orbitals. 2 In the lowest energy transition, the

More information