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8/13/2019 Vocabulary of Anal Chem (Cont.)
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The Vocabulary
of AnalyticalChemistry (cont.)
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Developing the procedure
Compensating for interferences
Calibration
Sampling
Validation
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Compensating for interferences
A methods accuracy depends on its selectivity for the
analyte.
Potential interferents may be present in the sampleitself or
in the reagentsused during the analysis.
how to m inim ize these two sou rces of inter ference ???
Stotal= SA+ Sreag= knA+ SreagStotal= SA+ Sreag= kCA+ Sreag
measu re the signal for amethod blank
1) When the sample is free of interferent
the total signal, Stotal
the signal due to the analyte, SAthe signal due to interferents in the reagents, Sreag
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Compensating for interferences
Method blank:
A sample that contains all components of the matrix
except the analyte. A method blank also is known as a reagent blank.
When the sample is a liquid, or is in solution, we use an
equivalent volume of an inert solvent as a substitute for
the sample.
SreagSA
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Compensating for interferences
If the identity and concentration of the interferent are
known OK! add to the reagent blankNot common!!!
Common: the identity or concentration of matrix
interferents is not known, and their contribution to Stotal
is not included in Sreag . Instead, the signal from theinterferent is included as an additional term
2) an interferent is a part of the samples matrix
total
total
find a method for separating the analyte and interferent
by removing one from the sample
Stotal,1= kA,1nA+ kI,1nI+ Sreag,1
Stotal,2= kA,2nA+ kI,2nI+ Sreag,2
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CALIBRATION
Calibrationensures that the equipment or instrument used
to measure the signal is operating correctly by using astandard known to produce an exact signal.
Standardization is the process of experimentally
determining the relationship between the signal and the
amount of analyte (the value of kby measuring the signal
for one or more standard samples, each containing a
known concentration of analyte).
Several standards with different concentrations of analyteare used the result is best viewed visually by plotting
Stotalversus the concentration of analyte in the standards
Calibration curve.
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how a methods signal changes with respect to the
amount of analyte
Example of a calibration curve. The filled circles () are the
individual results for the standard samples and the line is the best
fit to the data determined by a linear regression analysis.
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Analytical Standards
Primary Standards: a reagent extremely pure, stable,no waters of hydration, and a high molecular weight.
Ex:-sodium carbonate: Na2CO3, mol wt. = 105.99 g/mol
-potassium hydrogen iodate: KH(IO3
)2
, mol wt. = 389.92
g/mol
-potassium dichromate: K2Cr2O7, mol wt. = 294.19 g/mol
(see Appendix 2)
Secondary Standards: a standard prepared in the
laboratory for a specific analysis. It is usually
standardized against a primary standard.
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Analytical Standards
Other reagents: Preparing a standard often requires additional
substances that are not primary or secondary reagents.
Preparing a standard solution: require a suitable solvent, and
additional reagents to adjust the standardsmatrix.
reagent grade chemicals conforming to standards set by the
American Chemical Society should be used.
The label on the bottle of a reagent grade chemical lists
either the limits for specific impurities, or provides an assayfor the impurities. (We can improve the quality of a reagent
grade chemical by purifying it, or by conducting a more
accurate assay).
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Examples of typical packaging labels for reagent grade chemicals. Label (a) provides
the manufacturersassay for the reagent, NaBr. Note that potassium is fagged with an
asterisk (*) because its assay exceeds the limits established by the American Chemical
Society (ACS). Label (b) does not provide an assay for impurities, but indicates that thereagent meets ACS specifications. An assay for the reagent, NaHCO3 is provided.
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Preparing Standard Solutionswith larger ranges of concentration: standards are best
prepared by a serial dilution from a single stock solution.
Example: To carry out a serial "ten-fold" dilution
Add 9 mL of solvent to
each test tube.
To the first test tube,
add 1 mL of the stocksolution.
Mix or vortex.
Add 1 mL of this solution
to the second test tubeand mix.
Repeat until you have
reached your desired
concentration.
Serial dilutions must be prepared
with extra care because an error
in preparing one standard is
passed on to all succeeding
standards !!!
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Example: Use an analytical balance to weigh a standard for making
a calibration curve.
+ Take note the exact number appearing on the balance because
you will use this value to calculate the series of standards
concentration. For example, you have the number of 0.0209 g
appearing on the balance just take note as it is (although your
intentional number was 200 ppm). It doesnt matter if you take the
number of exact 200 ppm or 209 ppm because both of them are in
the range of the instrumentsdetection.+ Usually use a volumetric flask for stock solution: Dissolve 0.0209 g
of the standard in 100 mL volumetric flask by solvent A0.0209 g/
100 mL = 20.9 mg/ 100 mL = 20900 g/ 100 mL = 209 g/ mL
+ 209 ppm 20.9 2.09
104.5 10.45 1.045
52.25 5.225 0.5225
10 fold dilution:
1mL(209 ppm)+9mLsolvent A
From 209 ppm to 104.5 ppm
2 fold dilution: 5mL (209 ppm)+ 5mL solvent AFrom 104.5 ppm to 52.25 ppm2 fold dilution: 5mL (104.5ppm) + 5mL solvent A
10 fold dilution:
1mL(20.9 ppm)+9mLsolvent A
10 fold dilution:1mL(104.5ppm)+9mL solvent A
10 fold dilution:1mL(10.45ppm)+9mL solvent A 6 points for the
calibration curve inthis case
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the most desirable situation since the methods sensitivity
remains constant throughout the analytesconcentration range.
Find out analytesconcentration = xfrom its signal y
and the equationy=1020.38x-3.50
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0.90 < r < 0.95 : lin earity
0.95 < r < 0.99 : good linearity
0.99 < r : excellent lin earit y
Correlation Coefficient, r
where nis the number ofpairs of data
measures the strength and the direction of a linear
relationship between two variables
-1 < r< +1
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Correlation Coefficient, r
Posit ive correlat ion : Ifxand yhave a strong positive linearcorrelation, ris close to +1. An rvalue of exactly +1indicates a
perfect positive fit. Positive values indicate a relationship
betweenxand yvariables such that as values forxincrease,
values for y also increase.
Negative correlat ion :Ifxand yhave a strong negative linear
correlation, ris close to -1. An rvalue of exactly -1indicates a
perfect negative fit. Negative values indicate a relationship
between x and y such that as values for x increase, valuesfor ydecrease.
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The coefficient of determination(R2) is a measure of the
fraction of the total variation in ythat can be explained by
the linear relationship betweenxand y.
The closer R2 is to unity, the better the linear model
explains the y variations.
No correlat ion : If there is no linear correlation or a weak
linear correlation, r is close to 0. A value near zero means
that there is a random, nonlinear relationship between the two
variables. Note that r is a dimensionless quantity; that is, itdoes not depend on the units employed.
A perfect correlationof 1 occurs only when the data points
alllie exactly on a straight line. If r= +1, the slope of this lineis positive. If r= -1, the slope of this line is negative.
Coefficient of Determination, r2 or R2
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if r = 0.922, then r 2 = 0.850, which means that
85% of the total variation in ycan be explained by
the linear relationship between x and y (as
described by the regression equation). The other
15% of the total variation in y remains
unexplained.