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Analytical Methods: Types (2)
1. Classical / Wet-Chemical Method
2. Instrumental Method
Classical Method: AKA
Wet-Chemical Method
Classical Method
Measurement depends on the chemical properties of the sample
Classical Method: Reagent
made to react completely with the analyte
Chemical stoichiometry
determines relationship between the measured signal and analyte concentration
Chemical stoichiometry: Signal
being recorded after reaching an endpoint
Classical Method: Measurements (3)
1. Separation
2. Qualitative analyses
3. Quantitative analyses
Classical | Separation: Types (3)
Precipitation
Extraction
Distillation
Classical | Qualitative analyses: Types (6)
Colors
boiling or melting points
Solubility
Odors
Optical activity (OA)
Refractive index (RI)
Classical | Quantitative analyses: Types (2)
Gravimetric
Volumetric
Classical Method: Characteristics (5)
1. More suitable for analysis of major constituents
2. Used to certify analytical standards
3. Generally cheaper
4. More accurate and precise
5. More robust & less susceptible to environmental fluctuations
Instrumental Method
Measurement of physical or chemical properties of the analyte
Instrumental Method: Measurements (2)
1. Separation
2. Quantitative analyses
Instrumental | Separation: Types (2)
1. LC & GC
2. electrophoretic techniques
Instrumental | Quantitative analyses: Types (4)
1. conductivity electrode potential
2. light absorption or emission
3. mass-to-charge ratio
4. fluorescence
Instrumental Method: Characteristics (6)
1. Ability to perform trace analysis
2. Most are multi-channel techniques
3. Shorter analysis time
4. Amenable to automation
5. More samples may be analyzed quickly
6. Less skill and training required
Instrumental Methods (4)
1. Spectrometric Methods
2. Chromatographic Methods
3. Electrochemical Methods
4. Miscellaneous Methods
the largest group under Instrumental Methods
Spectrometric Methods
Spectrometric
interaction of light & matter
Spectrometric Methods: Types (6)
1. Emission
2. Absorption
3. Scattering
4. Refraction
5. Diffraction
6. Rotation
Emission (3)
1. Emission spectroscopy
2. Fluorescence
3. Phosphorescence and Luminescence
Emission | Emission spectroscopy (5)
X-ray
UV
visible
electron
Auger
Emission | Phosphorescence and Luminescence (3)
X-ray
UV
visible
Absorption (3)
1. Spectrophotometry and photometry
2. Photoacoustic spectroscopy
3. Nuclear magnetic resonance and electron spin resonance spectroscopy
Absorption | Spectrophotometry and photometry (3)
X-ray
UV
IR
Scattering (3)
1. Turbidimetry
2. Nephelometry
3. Raman spectroscopy
Refraction (2)
1. Refractometry
2. Interferometry
Diffraction (2)
1. X-ray
2. Electron diffraction methods
Rotation (3)
1. Polarimetry
2. Optical rotary dispersion
3. Circular dichroism
X-ray: Spectrometric methods (4)
1. Emission: Emission spectroscopy
2. Emission: Phosphorescence & Luminescence
3. Absorption: Spectrophotometry & photometry
4. Diffraction
UV: Spectrometric methods (3)
1. Emission: Emission spectroscopy
2. Emission: Phosphorescence & Luminescence
3. Absorption: Spectrophotometry & photometry
Visible: Spectrometric methods (2)
1. Emission: Emission spectroscopy
2. Emission: Phosphorescence & Luminescence
Chromatographic Methods (2)
1. GC
2. HPLC
Electrochemical Methods (4)
1. Conductometry
2. Coulometry
3. Polarography
4. Potentiometry
Conductometry
resistance
Coulometry
charge
Polarography
current
Potentiometry
potential
Miscellaneous Methods (3)
1. Mass-to-charge ratio
2. Thermal characteristics
3. Radioactivity
Mass-to-charge ratio
Mass spectrometry
Thermal characteristics (4)
1. Thermal gravimetry and titrimetry
2. Differential scanning calorimetry
3. Differential thermal analyses
4. Thermal conductometric methods
Radioactivity
Activation and isotope dilution methods
Analytical Instruments
converts information about the physical or chemical characteristics of the analyte → information that can be manipulated and interpreted by man
General Components of Instrumental Measurement (4)
1. Signal Generator
2. Transducer or Detector
3. Signal Processor
4. Read-out Device
Signal Generator
- chemical system interacting with the stimulus from the energy source
- produces an analytical signal reflecting the presence and usually the concentration of the analyte
Signal Generator: Parts (2)
1. Energy source
2. Chemical system
energy source
light
chemical system
matter or sample
Transducer or Detector
transforms the analytical signal produced by the signal generator → electrical signal
Signal Processor
modifies and "cleans up" the electrical signal to make it more convenient to interpret
Signal Processor provides (3)
1. Attenuation: lessen the signal
2. Amplification: strengthen the signal
3. Filtering: noise removal
Read-out Device
converts the electrical signal to a form usable to the analyst
Calibration of Instrumental Methods
determines the relationship between the analytical response and the analyte concentration
Calibration of Instrumental Methods: Types (4)
1. Comparison with Standards
2. External Standard Calibration
3. Standard Addition Method
4. Internal Standard Method
Comparison with Standards: Types (2)
1. Direct Comparison
2. Titration
Direct Comparison
- property of the analyte is compared with standards
- the property being tested matches the standard
Direct Comparison: After Dilution
concentration of the analyte was then equal to the concentration of the standard after dilution
most accurate of all analytical procedures
Titration
Titration
- analyte reacts with a standardized reagent (titrant) in a reaction of known stoichiometry
- amount of the standardized reagent needed to achieve chemical equivalence can then be related to the amount of analyte present
Semi-instrumental titration
- color is no longer an indication of the end point
- uses an instrument that uses the pH level instead to signify the end point
External Standard Calibration
- series of such external standards containing the analyte in known concentrations is prepared
- response signal is obtained
Response Signal
- absorbance, peak height, peak area
- obtained as a function of known analyte concentration
- obtained for the sample
- to predict the unknown analyte concentration from the calibration curve or best-fit equation
External Standard
- to calibrate instruments and procedures
- when there are no interference effects from matrix components in the analyte solution (matrix cannot affect analyte)
- prepared separately from the sample
matrix
the sample aside from the analyte
Calibration Curve
- prepared by plotting the data or by fitting them to a suitable mathematical equation
- such as the slope-intercept form used in the method of linear least squares
Standard Addition Method
- useful for analyzing complex samples
- likelihood of matrix effects is substantial
Spiking
adding one or more increments of a standard solution to sample aliquots containing identical volumes
Standard Addition Method: Sample vs. Standard
sample: constant
standard: increasing
calibration curve: upwards slope
Internal Standard Method
plotting the ratio of the analyte signal to the internal-standard signal as a function of the analyte concentration of the standards
Internal Standard Method: Ratio
used to obtain their analyte concentration from a calibration curve
Internal Standard Method: Sample vs. Standard
sample: increasing
standard: constant
calibration curve: upwards slope
Internal Standard
- substance that is added in a constant amount
- to all samples, blanks, and calibration standards in an analysis
Internal Standard vs. External Standard
INTERNAL
- prepared with the STD (mixed with the SX)
- one soln, but will provide SX and STD
EXTERNAL
- prepared separately from the SX
- 2 solns: SX, EXTERNAL STD
Signal
analytical measurement that carries information about the analyte that is of interest to the scientist
Signal: Parts (5)
1. Absorbance
2. Peak area
3. Peak location
4. Peak height
5. Retention time
Peak area
- Chromatogram peaks
- AUC: also a peak, can give the concentration of the substance of interest
Retention time is similar to
peak location
Noise
- analytical measurement made up of unwanted extraneous information
- degrades the accuracy and precision of an analysis
- places a lower limit on the amount of analyte that can be detected
Noise: Types (2)
1. Chemical Noise
2. Instrumental Noise
Chemical Noise
- from a host of uncontrollable variables that affect the chemistry of the system being analyzed
- affects the chemical system
Chemical Noise: Factors That Affect The Sample (5)
1. undetected variations in temperature or pressure
2. fluctuations in relative humidity
3. vibrations that lead to stratification of powdered solids
4. changes in light intensity
5. laboratory fumes
Instrumental Noise
associated with each component of an instrument
Signal-to-Noise (S/N) Ratio
- equation that indicates the magnitude of an experimental effect above the effect of experimental error due to chance fluctuations
- experimental error = NOISE
- great difference between signal & noise
International Council for Harmonisation (ICH)
- an international non-profit organization
- aims to develop guidelines via a process of scientific consensus with regulatory and industry experts working together
- involves 3 countries: US, European Union, Japan
Out-of-Control Process
- a process in which variations among the observed sampling results cannot be attributed to a constant system of chance causes
- i.e., variation is NOT due to chance
Out-of-Control Process is illustrated via a
Quality Control (QC) Chart
QC Chart: Parts
1. UCL
2. Average
3. LCL
+ Zones A, B, C
Out-of-Control Process: Examples (7)
a. 1+ outside of the control limits
b. 8 consec. on one side
c. 7 consec. increasing or decreasing
d. 14 consec. up & down
e. 2/3 consec. in Zone A or beyond
f. 4/5 consec. in Zone B or beyond
g. 15 consec. in Zone C
Out of Specifications (OOS) Result
falls outside established acceptance criteria which have been established in official compendia and/or by company documentation
Out of Trend (OOT) Result
- time-dependent result
- falls outside a prediction interval or fails a statistical process control criterion
- The X-axis represents time since trend is measured based on time.
Standard
- metric, specification, gauge, statement, category or physical product sample
- against which the outputs of a process are compared and declared acceptable or unacceptable
- where the result should be compared to
Specification
- list of tests, references to analytical procedures, and appropriate acceptance criteria
- numerical limits, range, or other criteria for the test described
- Establishes the set of criteria to which a material should conform to be considered acceptable for its intended use
- A part of the standard or can be the standard itself
Specification Sheet: Parts (3)
1. Test
2. Reference
3. Acceptance criteria
System Suitability Test
used to verify that the test system will perform in accordance with the criteria set forth in the procedure
System Suitability Test: Tests are based on
the concept that the equipment, electronics, analytical operations, and samples analyzed constitute an integral system that can be evaluated as such
System Suitability Test is important in
chromatography analysis