Report Contribution Form: Che Laboratory Composition
Report Contribution Form: Che Laboratory Composition
Report Contribution Form: Che Laboratory Composition
Letter of
Transmittal (3)
Executive
Summary (3)
Statement of
Objectives (2)
Background
(8)
Experimental
Design (2)
Experimental
Method and
Procedures (2)
Experimental
Results (10)
Engineering
Analysis and
Discussion
(20)
Conclusion (6)
References (2)
Appendix (2)
1 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
Group 4
1101 N State St Berterlsmeyer
Hall
Rolla, MO 65409
10th October 2019
ATTN: Dr. Ali Rownaghi
1101 N State St Berterlsmeyer Hall
Rolla, MO 65409
2 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
GC Composition
Measurement Laboratory
A Technical Report
by
Group 4
Ethan Mudd, Yin Tse, Mingcong Zhang, Kyle Newport
in
Chemical Engineering
10/18/2019
3 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
EXECUTIVE SUMMARY
This lab is designed to give practice in generating calibration curves, particularly for methyl
alcohol, i-propyl alcohol, and n-butyl alcohol, for the Agilent 7890 Gas Chromatograph.
These calibration curves for the gas chromatography will then be used to calculate the molar
compositions of unknown samples containing these alcohols.
To attain the calibration curves, solutions of varying concentrations were created using two
stock solutions of known alcohol concentrations by mass percent. Four sets of data were
collected with each group member producing their own samples in order to produce
replicates. The samples made by the members were ran through the Agilent 7890 Gas
Chromatograph three times each to further increase amount of data. All of the samples ran
will provide additional data related to the area under each of the three peaks produced. The
known compositions of the stock solutions were used to calculate the molar concentrations
of the samples using both mass and volume the stocks used. Using sample masses proved to
be the most accurate method of measurement. The molar and mass concentrations, found
using these methods, were graphed and fit to a linear trend line. The equations of each trend
line provide the formula used to create the calibration curves for each species. These
calibrations curves allowed us to find the concentration of the unknown components in
Standard C, which was calculated as xx.xx mM Methyl alcohol, xx.xxmM i-Propyl alcohol,
and xx.xxmM n-Butyl alcohol.
OBJECTIVES
The objectives of the composition lab were to provide process operation with a recalibration
of the Agilent 7890 gas chromatograph for the distillation tower group.
● A recalibration for methyl alcohol
● A recalibration for i-propyl alcohol
● A recalibration for n-butyl alcohol
This was done using methods outlined in the composition lab manual provided to us, on Dr.
Rownaghi’s canvas webpage by following the path: CHE 4101> Files> Laboratory Manuals
and Reports > Composition. Stock solutions labeled A B and C were also provided with a
given mass of component species used to make stocks A and B, leaving the unknown species
concentration for Standard C to be found by the group.
BACKGROUND
The theory of this composition lab module is that based on the chemical structure of the three
alcohols used and that the capillary column contains a polar stationary phase, the components
would appear in order of methyl alcohol i-propyl alcohol then n-butyl alcohol with the last
species to exit having the largest molecular weight. The theory of the operation is that there
4 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
5 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
current proportional to the amount of sample that is burned. This current is converted into a
digital form and sent from the detector to the output device that displays the data on a plot.
The thermal conductivity detector uses a standard set by pure carrier gas thermal
conductivity compares it to the thermal conductivity of the carrier gas plus sample
components (column effluent). The detector involved in this composition lab analysis is a
flame ionization detector, which forms water as it burns hydrogen so any water that may be
in the sample will not affect the FID. A TCD operates by a filament in the detector that is
heated electrically to a constant temperature, while exposed to a pure carrier gas. When the
filament is then exposed to column effluent the temperature of the filament changes in
response, producing a change in power to get back to constant temperature. The changes in
power are recorded and measured five times every second as the two streams pass over the
filament. If the carrier gas used is
either helium or hydrogen the
sample will cause a decrease in
thermal conductivity, whereas if the
carrier gas used is nitrogen the
thermal conductivity will increase.
A great benefit of the thermal
conductivity detector is the sample
is not destroyed and can be sent
directly into a flame ionization Figure 2: Gas Chromatograph Components
detector.
(Torres, Jessica)
Axial diffusion occurs when the
sample crosses over the column and the gas phase of the sample diffuses from a higher to a
lower concentration. This can cause a change in the overall area of a peak displaying a larger
band when fed to the detector. Gas-solid adsorption equilibrium is defined as the
thermodynamic property between an adsorbate-adsorbent system and is used to determine the
correct adsorbent to be used in the separation process. Heat is also known as the enthalpy of
adsorption and since energy is always released when components are attracted to the
adsorbate it is an exothermic reaction. The change in heat can cause a change in temperature
within the column oven which can directly affect the retention time of components if column
temperature cannot be held relatively constant. The rate at which the sample passes through
the column is directly proportional to the temperature of the column. Higher column
temperatures result in lower retention times due to less interaction with the stationary phase.
(Wikipedia ”Gas Chromatography”)
6 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
EXPERIMENTAL DESIGN
The independent variables of the composition lab are the standard volumes of mixtures listed
in table 1 and the mass of each standard used in each sample. With respect to the tolerance of
the micropipettes used and any human error from operation of the micropipette all volumes
should be considered equal to the values listed in the table. The major dependent variables
are the masses of the sample, mass of each component in the sample and the area under the
peak for each component read from the FID output. Using a given table of masses of each
component used in the standard solutions, labeled A and B, compositions in the diluted vial
can be found.
In order to accomplish the objectives of this lab module, data displaying the percent of total
area under the peaks for each component must be analyzed. Using the mass percentages
versus the percentage of area under the peak a best fit line can be plotted to give an equation
that will serve as the calibration curve for each component for the Agilent 7890 Gas
Chromatograph. This along with a determination of mass percentages of each component in
the unknown stock solution C.
Table 1: Serial Dilution of Standards for GC calibration.
Sample Standard Standard Standard
Number A B C
(µl) (µl) (µl)
1 100 900 0
2 300 700 0
3 500 500 0
4 700 300 0
5 900 100 0
6 0 0 1000
The methods and procedures used in this experimentation are given on Dr. Rownaghi’s
canvas webpage by following the path: CHE 4101> Files> Laboratory Manuals and Reports
> Composition. In this PDF file the procedure used begins on page 2 under equipment
operation and was followed until the samples were taken to the Agilent 7890 GC. Each
member prepared serial dilutions to be ran through the gas chromatograph by the laboratory
assists, when finished the results were returned to our group. The primary equipment
involved in this lab include:
● 100-1000 µl Adjustable Micropipettes
● Laboratory Scale and Balance
● Agilent 7890 GC
● Flame Ionization Detector
● Polar Capillary/ Packed Bed Column
7 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
EXPERIMENTAL RESULTS
A raw data plot conducted during the experiment noting the measured values of both
independent variables in the experiment, mass and volume of the species, is located in the
appendix as Table A1 and in the EDF “Standards” tab. The raw data plot was needed in order
to produce the following table, which shows the concentration of each species in each
sample. Two methods were used to determine mass composition, or percent mass, either by
converting into milligram per liter or by millimoles per liter. The table shows each species
abbreviated as follows: methyl alcohol-MeOH i-propyl alcohol-iPrOH and n-butyl alcohol-
nBuOH. Each member prepared samples by serial dilution as outlined in Table 1, volumes
were carefully pipetted into a pre-weighed vial. Using the mass compositions given for
standards A and B, and by measuring the change in mass after addition of each standard the
masses of each component in the sample was determined. Mass of each component is
multiplied by their respective molecular weight in order to get molar concentration of each
component. After converting the component mass and mole values to milligram (mg) and
millimoles, the values are divided by the entire sample volume of 1000 microliters (µl) or
0.001 liters the concentration of each component in the samples are found and shown in
Table 2.
Mass VS Volume
1
0.9
0.8
0.7
Mass (g)
0.6
0.5
0.4
0.3
0.2
0.1
0
0 100 200 300 400 500 600 700 800 900 1000
Volume (µl)
Standard A Standard B
8 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
using the mass percent of each species in each standard and the volume used of each
standard.
Molar and mass concentration of the species are found by recording the change in mass in the
vial after the addition of Standard A and Standard B, Using the mass compositions given for
standards A and B. With the given masses of each species in the standards the percent
component mass in the standard is found. The mass of each species in the vial is found by
multiply the change in mass after standard addition to the percent composition of the species
in the standard. The species mass is divided by their respective molecular weight in order to
get molar concentration of each component. After converting the component mass and mole
values to milligram (mg) and millimoles, the values are divided by the entire sample volume
of 1000 microliters (µl) or 0.001 liters the average concentration of each component in the
samples are found and shown in Table 2.
Table 2: Concentration of Each Species in Each Sample
9 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
In order to be sure that we are using the best data the replicates are taken into an average for
each sample while disregarding any outliers. The average compositions of each sample are
shown in Table 3.
Table 3: Average Concentration of Each Species in Each Sample
The serial diluted samples were run through the GC and analyzed, a table was constructed
located in the appendix of this report under Table A2. The table shows the interpretation of
the area under each peak to get the percent area under each peak for each species. Table 4
below shows the interpreted results for the unknown samples area total area and area percent,
which is to be pure standard C. The results show the composition of each species in the
standard.
10 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
The measurements taken by the Gas Chromatography are located in the Appendix. Peaks are
generated as intermolecular forces cause each species to leave the capillary column and enter
into the FID at different time intervals. The area under the peaks characterize the quantity of
concentration for each species at a certain residence time. More concentrated species in the
sample cause a longer residence time, broadening the peak and giving a larger area. An
analysis of variance was performed in order to analyze the concentration of each species
against the percent area under the peaks.
y = 0.0118x + 0.001
MeOH R² = 0.9057
0.35
0.30
0.25
0.20
Mass %
0.15
0.10
0.05
0.00
0.00 5.00 10.00 15.00 20.00 25.00 30.00
% Area
11 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
0.50
0.40
0.30
0.20
0.10
0.00
0.00 20.00 40.00 60.00 80.00 100.00
% Area
0.40
0.30
0.20
0.10
0.00
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00 80.00
% Area
CONCLUSION
Specified models to relate mass percentage of a species to the area under the curve can be
used to generate acceptable results given the level of confidence generated by performing an
ANOVA. Each function is stated with y being the mass percent of the component in the
sample and x being the percent area recorded on the gas chromatograph output. In this
experiment each group member contributed data to calibrate the gas chromatograph by using
known solution compositions and comparing them to the area percent. Through this method
an accurate calibration function for each species was found to be:
● methyl alcohol: y = 0.0118x + 0.001
● i-propyl alcohol: y = 0.01x - 0.0058
12 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
REFERENCES
13 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
APPENDIX
14 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
15 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
Samp Samp Vial Volu Vial Volu Vial Volu Vial Mas Mas Mas
le le Weig me Weig me Weig me Weig s A s B s C
Numb Nam ht (g) Std A ht A Std B ht B Std C ht C (g) (g) (g)
er e (µl) (g) (µl) (g) (µl) (g)
A1 G4A 0.0 0.6
2.242 100 2.313 900 2.971 0 - 0
1 71 58
A2 G4A 0.2 0.5
2.228 300 2.429 700 3.010 0 - 0
2 01 81
A3 G4A 0.3 0.4
2.247 500 2.627 500 3.028 0 - 0
3 80 01
A4 G4A 0.5 0.1
2.242 700 2.774 300 2.958 0 - 0
4 32 84
A5 G4A 0.7 0.0
2.254 900 2.994 100 3.083 0 - 0
5 40 89
A6 G4A 0.7
2.221 0 - 0 - 1000 2.993 0 0
6 72
B1 G4B
100 900 0 - 0
1
B2 G4B
300 700 0 - 0
2
B3 G4B
500 500 0 - 0
3
B4 G4B
700 300 0 - 0
4
B5 G4B
900 100 0 - 0
5
B6 G4B
0 - 0 - 1000 0 0
6
C1 G4C
100 900 0 - 0
1
16 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
C2 G4C
300 700 0 - 0
2
C3 G4C
500 500 0 - 0
3
C4 G4C
700 300 0 - 0
4
C5 G4C
900 100 0 - 0
5
C6 G4C
0 - 0 - 1000 0 0
6
D1 G4D 0.0 0.6
2.212 100 2.282 900 2.970 0 - 0
1 7 88
D2 G4D 0.2 0.5
2.234 300 2.459 700 2.992 0 - 0
2 25 33
D3 G4D 0.3 0.3
2.203 500 2.588 500 2.954 0 - 0
3 85 66
D4 G4D 0.5 0.1
2.215 700 2.740 300 2.936 0 - 0
4 25 96
D5 G4D 0.5 0.0
2.185 900 2.769 100 2.847 0 - 0
5 84 78
D6 G4D 0.7
2.226 0 - 0 - 1000 2.990 0 0
6 64
17 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019
CHE LABORATORY COMPOSITION
Table A2: Response Areas for Each Species for the Agilent 7890 Gas Chromatograph
MeOH IPA Percent nBA Percent
Sample Name MeOH Area IPA Area nBA Area Total Area
Percent Area Area Area
G4A1
G4A2
G4A3
G4A4
G4A5
18 OF 12
Group 4: Mudd, Tse, Zhang, Newport 10/10/2019