Challenge

Project 1 - Parsing NASA thermodynamic data

RRumman Khan5 Jan 2022

Parsing NASA thermodynamic data
Aim: To write a code in Matlab to parse the NASA thermodynamic data file and then calculate the thermodynamic properties of various gas
species.
Objective:
1. To write a function that extracts the 14 coefficients and calculates the enthalpy, entropy, and specific heats for all the species in the NASA
thermodynamic data file "Thermo.dat"
The NASA poly porials have the form as shown below.
Cp/R = al + a2 T + a3 T^2 + a4 T^3 + a5 T^4
H/RT = al + a2 T /2 + a3 T^2 /3 + a4 T^3 /4 + a5 T^4 /5 + a6/T
S/R = al InT + a2 T + a3 T^2 /2 + a4 T^3 /3 + a5 T^4 /4 + a7
Where R is the universal gas constant, T is the temperature
2. To calculate the molecular weight of each species and display it in the command window.
3. To plot the Cp, Enthalpy, and Entropy for the local temperature range (low temperature: high temperature) specific for each species.
4. To save the plots as images with appropriate names and dump them in separate folders for each species with suitable name
automatically.

FILE PARSING:

File parsing refers to how information can be read from a particular text file or any type of file and how that information can be used in a
computer program.
Step 1 - Define the functionStep 2 - Create an InputParser objectStep 3 - Add inputs to the scheme.
Step 4 - Set properties to adjust parsing.-Step 5 - Parse the inputs. Step 6 - Use the inputs in function.Step 7 - Calling function.
NASA Thermodynamic File
THERMO.dat file is a data file containing 14 coefficients for 53 different elements given by NASA. These coefficients are utilized to calculate
the specific heat, enthalpy & entropy for a particular element. Each element has its own range of local temperature. Below screenshot of the
THERMO.dat file is displayed.

LIST OF 53 ELEMENT CONTAINED IN FILE THERMO.dat:

AR
C
C2H
C2H2
C2H5
C2H6
C3H7
C3H8
CH2(S)
CH2CHO
CH2CO
CH2O
CH3CHO
CH3O
CH3OH
CH4
C02
H
H2
H2CN
HCCO
CCOH

HCNN
HNCO
HNO
HO2
HOCN
C2H3
CH
CH2OH
CN
H2O
HCNO
N
C2H4
CH2
CH3
CO
H202
HCO
N2

ENTHALPY,ENTROPYNSPECIFIC HEAT:

Enthalpy, entropy, and specific heat, of various species values at different temperatures are required extensively to analyze the
thermodynamic process.
For example, if the combustion process is considered during this, these quantities are required to observe how the combustion is going on
and how efficient it will be. It eventually allows seeking the scope of improvement in the process. Similarly in the other processes like
refrigeration, air conditioning. *hemical kinetics, nozzle flow, detonation process, etc, these quantities are widely involved to observe the
phenomenon.
NASA came up with polynomials that can be used to evaluate thermodynamic properties such as Cp, H, and S. They have documented the
coefficients that are required to evaluate these polynomials for 1000+ species.
The NASA polynomials have the form:
Cp/R = a1 + a2 T + a3 T^2+ a4 T^3 + a5 T^4
H/RT = al + a2 T /2 + a3 T^2 /3 + a4 T^3 /4 + a5 T^4 /5 + a6/T
S/R= at InT + a2 T+ a3 T^2 /2 + a4 T^3 /3 + a5 T^4 /4 + a7
Where R is the universal gas constant, T is the temperature and at, a2, a3, a4, a5, a6, and a7 are the numerical coefficients supplied in the
thermodynamic file. The FIRST 7 coefficients are HIGH-temperature coefficients (above 1000 K) and the SECOND 7 coefficients are LOW-
temperature coefficients (below 1000 K).

CODING FUNCTIONS:

1. Specific Heat:
It is the amount of energy that must be added, in the form of heat, to one unit of mass of the substance in order to cause an increase of one
unit in its temperature.
Cp = (af + a2 T + a3 T^2 + a4 T^3 + a5 T^4)*R
Function for Specific heat
% Specific heat calculation function
function Cp = Specificheat (a1, a2, a3, a4, a5, a8, a9, a10, a11, a12, Temp, R, global_medium_temp)
% Comparing with global temperature
% If less than global temperature - minimum coefficients are taken
if Temp <= global medium_temp
Cp = R*(a8 + (a9*Temp) + (a10*(Temp).^2) + (a11*(Temp). ^3) + (a12*(Temp).^4));
else
Cp = R* (a1 + (a2*Temp) + (a3*(Temp). ^2) + (a4*(Temp). ^3) + (a5*(Temp). ^4)) ;
* Else maximum coefficients are taken
end

2. Entropy:
Entropy, the measure of a system's thermal energy per unit temperature that is unavailable for doing useful work. Because work is obtained
from ordered molecular motion, the amount of entropy is also a measure of the molecular disorder, or randomness, of a system. The
concept of entropy provides deep insight into the direction of spontaneous change for many everyday phenomena.
S= (at InT + a2 T + a3 T^2 /2 + 24 T^3 /g- aS T^A /4 + a7)"R
Function for Entropy:
* Entropy Calculation function
function S = Entropy_calc(a1, a2, a3, a4, a5, a7, a8, a9, a10,a11, a12, a14, Temp, R, global_medium_te
& Comparing with global temperature
% If less than global temperature - minimum coefficients are taken
if Temp <= global_ medium_temp
S= R.(a8.*log (Temp) + (a9.*Temp) + (a10((Temp).^2)/2) + (a11*((Temp). ^3) /3)
else
* Else - maximum coefficients are taken
5 = R.(a1.*log (Temp) + (a2.*Temp) + (a3((Temp). ^2) /2) + (a4*((Temp). ^3)/3) + (a...

end

ENTHALPY:

Enthalpy, a property of a thermodynamic system, is equal to the system's internal energy plus the product of its pressure and volume. in a
system enclosed so as to prevent the mass transfer, for processes at constant pressure, the heat absorbed or released equals the change in
enthalpy.
H= (at + a2 T /2 + a3 T^2 /3 + 24 T^3 /4 + aS T^4 /5 + a6/T)°R*T
Function for Enthalpy.
* Enthalpy Calculation function
function H = Enthalpy(a1, a2, a3,a4, a5, a6, a8, a9,a10,a11, a12, a13, Temp, R, global_medium_temp)
% Comparing with global temperature
* If less than global temperature - minimum coefficients are taken
if Temp <= global_medium_temp
H = R*Temp.(a8 + ((a9*Temp) /2) + ((a10(Temp).^2)/3) + ((a11*(Temp).^3)/4) + ((a
else
* Else maximum coefficients are taken

H = R*Temp.*(a1 + ((a2*Temp)/2) + ((a3(Temp). ^2)/3) + ((a4*(Temp).^3)/4) + ((a5*

end

4. Molecular Weight:
The molecular mass is the mass of a given molecule: it is measured in daltons. Different molecules of the same compound may have
different molecular masses because they contain different isotopes of an element.

Function for Molecular Weight:
% Molecular Weight Calculation function

function Molecularweight = Molecular_weight (Species_SP)
& Standard - Atomic Name
atomic_name = ('H','C', 'O', 'N', 'A'l;
* Hydrogen, Carbon, Oxygen, Nitrogen, Argon

fprintf ('Molecular Weight of ");
fprintf(Species_SP);
fprintf(* : *);
& Standard Atomic Number
Atomic_Weight = (1.008 12.011 15.999 14.007 39.948];
% Starting Range of Molecule
Molecularweight = 0;

% Adding Atomic number to obtain particular value
for 1 = 1: length (Species_SP)
for j = 1: length(atomic name)

if strempi(Species_SP(i) ,atomic_name (j))
Molecularweight = Molecularweight +Atomic _Weight (j);
position = j;
end
end
n = str2num(Species_SP(i));
if n>1
Molecularweight = Molecularweight + Atomic _Weight (position)*(n-1) ;
end
end
fprintf( 'molecular weight %S :', Species_SP);
fprintf("%d' ,Molecularweight);
disp(' ');

end

MAIN CODE:

clear all

close all

clc

%Make directory

mkdir 'C:UsersrummankhanDocumentsMATLABNASAFILEPARSING'

%Reading Data File-NASA Thermodynamics

%Open a file & 'r' open the file for reading

f1=fopen('THERMO.dat','r');

gt=fgetl(f1);

%obtaining temprature -by reading Header information

global_temp=fgetl(f1);

%Splitting

t=strsplit(global_temp);

%converting string cell to numbers using str2num;

global_low_temp=str2num(t{2});

global_medium_temp=str2num(t{3});

global_high_temp=str2num(t{4});

%Temprature range & gas constant

%Temprature Range assumed

Temp=linspace(global_low_temp,global_high_temp,1000);

%universal gas constant J/(mol-K)

R=8.314;

%skipping three comment lines in the file

for i=1:3

gt=fgetl(f1);

end

for i=1:53

gt=fgetl(f1);

A=strsplit(gt,' ');

Species_SP=(A{1});

Line_1=fgetl(f1);

a=strfind(Line_1,'E');

%Extracting higher and lower temprature coefficient

%%Extracting first 7 coefficient i.e High_temp_coefficient

a1=Line_1(1:a(1)+3);

a1=str2num(a1); %1

a2=Line_1(a(1)+4:a(2)+3);

a2=str2num(a2); %2

a3=Line_1(a(2)+4:a(3)+3);

a3=str2num(a3); %3

a4=Line_1(a(3)+4:a(4)+3);

a4=str2num(a4); %4

a5=Line_1(a(4)+4:a(5)+3);

a5=str2num(a5); %5

Line_2=fgetl(f1);

b=strfind(Line_1,'E');;

a6=Line_2(1:b(1)+3);

a6=str2num(a6); %6

a7=Line_2(a(1)+4:b(2)+3);

a7=str2num(a7); %7

%Extracting second 7 coefficient Low_temprature_coefficient

a8=Line_2(b(2)+4:b(3)+3);

a8=str2num(a8); %8

a9=Line_2(b(3)+4:b(4)+3) ;

a9=str2num(a9); %9

a10=Line_2(b(4)+4:b(5)+3);

a10=str2num(a10); %10

Line_3=fgetl(f1);

c=strfind(Line_1,'E');

a11=Line_3(1:c(1)+3);

a11=str2num(a11); %11

a12=Line_3(c(1)+4:c(2)+3);

a12=str2num(a12); %12

a13=Line_3(c(2)+4:c(3)+3);

a13=str2num(a13); %13

a14=Line_3(c(3)+4:c(4)+3);

a14=str2num(a14); %14

% %Specific heat calculation

cp=specificheat(a1,a2,a3,a4,a5,a8,a9,a10,a11,a12,Temp,R,global_medium_temp);

%Enthalpy Calculation

H=Enthalpy(a1,a2,a3,a4,a5,a6,a8,a9,a10,a11,a12,a13,Temp,R,global_medium_temp);

%Entropy Calculation

S=Entropy_Calc(a1,a2,a3,a4,a5,a7,a8,a9,a10,a11,a12,a14,Temp,R,global_medium_temp);

%Calculation molecular weight of Species

Molecular_weight_array(i)=Molecular_weight(Species_SP);

cur_dir=pwd

mkdir(Species_SP);

cd(Species_SP);

%plot1, Specific heat(cp) vs temp range (Temp)

figure(1)

plot(Temp,cp,'linewidth',2,'color','r');

xlabel('Temp[K]');

ylabel('specificheat[KJ]');

title(sprintf('varying specific Heat with temp range of %s',Species_SP));

grid on

saveas(figure(1),'specific Heat.jpg');

%plot2, Enthalpy(H) vs temp range (Temp)

figure(2)

plot(Temp,H,'linewidth',2,'color','g');

xlabel('Temp[K]');

ylabel('Enthalpy in [KJ/(mol)]');

title(sprintf('varying Enthalpy with temp range of %s',Species_SP));

grid on

saveas(figure(2),'Enthalpy.jpg');

%plot3, Entropy(S) vs temp range (Temp)

figure(3)

plot(Temp,S,'linewidth',2,'color','b');

xlabel('Temp[K]');

ylabel('Entropy in [KJ/(mol-K)]');

title(sprintf('varying EntROPY with temp range of %s',Species_SP));

grid on

saveas(figure(3),'Entropy.jpg');

cd(cur_dir);

end

%Read&Write molecular list

% Molecular_list=fopen('Molecular_weight.txt','a+');

% fprintf(Molecular_list,'Molecular_weight of %s is %d n',Species_SP,Molecular_weight);

% fclose(Molecular_list);

%plotting(cp,H,S,Temp,Species_SP)

%Saving as a folder

%Molecular weight

M= Molecular_weight(Species_SP)

f2=fopen('molecular mass','w');

fprintf('%s n %s n %f n','species','molecular mass',M)

fclose(f2)

Code Explanation:
1. clear all' - clear all the variables in the workspace,
"close all' - closes all the plots and figures and
"dIe' - clears the command window.
2. Making a directory using 'mkdir' with location address.
3. After that, reading the text file Thermo.dat' file and opening it by using 'fopen' and r' as reading command.
4. For reading the line in a text file using 'fgett.
5. To obtain the temperature range from the Thermo.dat file, using 'strsplit' to split the temperature into a particular string cell.
6. Used 'str2num' for converting string cell to numbers.
7. Divided the temperature into a string and then converted to a number so that temperature values can be used separately to solve the
NASA thermodynamics.
8. Using for & end' loops to skip the next three comment lines in the text file.
9. Reading all the 53 species to plot specific heat (cp), enthalpy(H), and entropy(S), with temperature values, and to find the molecular
weights.
10. Used for loop to read 53 species.
11. Used 'strfind' to find string,
12. Using linspace' specified the temperature range from low to high.
13. Adding universal gas constant value "R.
14. Extracted higher and lower temperature coefficient by reading line by line from the species.
15. Calling specific heat, enthalpy, entropy function codes
16. Calculating Molecular weight.

SYNTEX USED DURING CODING:

Fopen:
Open a file or obtain information about open files
"r:
Open the file for reading
fgetl:
Read line from file
strsplit:
Split string or character vector at specified delimiter
str2num:
Convert character array or string to numeric array
strfind:
Find one string within another
linspace:
Generate linearly spaced vectors
fprintf:
Write formatted data to file
pwd:
Identify current directory
mkdir:
Make new directory
cd:
Change working directory

OUTPUT:

Columns 531 through 540

0.1525 0.1541 0.1556 0.1572 0.1588 0.1604 0.1620 0.1637 0.1653 0.1669

Columns 541 through 550

0.1686 0.1703 0.1720 0.1737 0.1754 0.1772 0.1789 0.1807 0.1825 0.1843

Columns 551 through 560

0.1861 0.1879 0.1897 0.1916 0.1935 0.1954 0.1973 0.1992 0.2011 0.2031

Columns 561 through 570

0.2050 0.2070 0.2090 0.2110 0.2130 0.2151 0.2172 0.2192 0.2213 0.2234

Columns 571 through 580

0.2256 0.2277 0.2299 0.2320 0.2342 0.2364 0.2387 0.2409 0.2432 0.2455

Columns 581 through 590

0.2478 0.2501 0.2524 0.2548 0.2572 0.2595 0.2620 0.2644 0.2668 0.2693

Columns 591 through 600

0.2718 0.2743 0.2768 0.2794 0.2819 0.2845 0.2871 0.2897 0.2924 0.2950

Columns 601 through 610

0.2977 0.3004 0.3031 0.3059 0.3086 0.3114 0.3142 0.3170 0.3199 0.3228

Columns 611 through 620

0.3256 0.3286 0.3315 0.3344 0.3374 0.3404 0.3434 0.3465 0.3495 0.3526

Columns 621 through 630

0.3557 0.3589 0.3620 0.3652 0.3684 0.3716 0.3749 0.3782 0.3815 0.3848

Columns 631 through 640

0.3881 0.3915 0.3949 0.3983 0.4017 0.4052 0.4087 0.4122 0.4158 0.4193

Columns 641 through 650

0.4229 0.4265 0.4302 0.4338 0.4375 0.4413 0.4450 0.4488 0.4526 0.4564

Columns 651 through 660

0.4603 0.4642 0.4681 0.4720 0.4760 0.4800 0.4840 0.4880 0.4921 0.4962

Columns 661 through 670

0.5003 0.5045 0.5087 0.5129 0.5172 0.5215 0.5258 0.5301 0.5345 0.5389

Columns 671 through 680

0.5433 0.5477 0.5522 0.5568 0.5613 0.5659 0.5705 0.5751 0.5798 0.5845

Columns 681 through 690

0.5893 0.5940 0.5988 0.6037 0.6085 0.6134 0.6184 0.6233 0.6283 0.6334

Columns 691 through 700

0.6384 0.6435 0.6486 0.6538 0.6590 0.6643 0.6695 0.6748 0.6802 0.6855

Columns 701 through 710

0.6910 0.6964 0.7019 0.7074 0.7129 0.7185 0.7242 0.7298 0.7355 0.7413

Columns 711 through 720

0.7470 0.7528 0.7587 0.7646 0.7705 0.7765 0.7825 0.7885 0.7946 0.8007

Columns 721 through 730

0.8069 0.8131 0.8193 0.8256 0.8319 0.8383 0.8446 0.8511 0.8576 0.8641

Columns 731 through 740

0.8706 0.8772 0.8839 0.8906 0.8973 0.9041 0.9109 0.9177 0.9246 0.9316

Columns 741 through 750

0.9386 0.9456 0.9527 0.9598 0.9669 0.9741 0.9814 0.9887 0.9960 1.0034

Columns 751 through 760

1.0108 1.0183 1.0258 1.0334 1.0410 1.0487 1.0564 1.0641 1.0719 1.0798

Columns 761 through 770

1.0877 1.0956 1.1036 1.1117 1.1198 1.1279 1.1361 1.1443 1.1526 1.1610

Columns 771 through 780

1.1694 1.1778 1.1863 1.1948 1.2034 1.2121 1.2208 1.2295 1.2383 1.2472

Columns 781 through 790

1.2561 1.2650 1.2740 1.2831 1.2922 1.3014 1.3106 1.3199 1.3292 1.3386

Columns 791 through 800

1.3481 1.3576 1.3671 1.3768 1.3864 1.3962 1.4059 1.4158 1.4257 1.4356

Columns 801 through 810

1.4456 1.4557 1.4658 1.4760 1.4863 1.4966 1.5070 1.5174 1.5279 1.5384

Columns 811 through 820

1.5490 1.5597 1.5704 1.5812 1.5921 1.6030 1.6139 1.6250 1.6361 1.6472

Columns 821 through 830

1.6585 1.6698 1.6811 1.6925 1.7040 1.7156 1.7272 1.7389 1.7506 1.7624

Columns 831 through 840

1.7743 1.7862 1.7983 1.8103 1.8225 1.8347 1.8470 1.8593 1.8718 1.8842

Columns 841 through 850

1.8968 1.9094 1.9221 1.9349 1.9477 1.9606 1.9736 1.9867 1.9998 2.0130

Columns 851 through 860

2.0263 2.0396 2.0530 2.0665 2.0801 2.0937 2.1074 2.1212 2.1351 2.1490

Columns 861 through 870

2.1630 2.1771 2.1913 2.2055 2.2198 2.2342 2.2487 2.2632 2.2779 2.2926

Columns 871 through 880

2.3073 2.3222 2.3372 2.3522 2.3673 2.3825 2.3977 2.4131 2.4285 2.4440

Columns 881 through 890

2.4596 2.4753 2.4911 2.5069 2.5229 2.5389 2.5550 2.5711 2.5874 2.6038

Columns 891 through 900

2.6202 2.6367 2.6533 2.6700 2.6868 2.7037 2.7207 2.7377 2.7549 2.7721

Columns 901 through 910

2.7894 2.8068 2.8243 2.8419 2.8596 2.8774 2.8953 2.9132 2.9313 2.9494

Columns 911 through 920

2.9676 2.9860 3.0044 3.0229 3.0415 3.0603 3.0791 3.0980 3.1170 3.1361

Columns 921 through 930

3.1553 3.1746 3.1939 3.2134 3.2330 3.2527 3.2725 3.2924 3.3124 3.3325

Columns 931 through 940

3.3527 3.3730 3.3933 3.4138 3.4344 3.4552 3.4760 3.4969 3.5179 3.5390

Columns 941 through 950

3.5602 3.5816 3.6030 3.6246 3.6462 3.6680 3.6899 3.7118 3.7339 3.7561

Columns 951 through 960

3.7784 3.8008 3.8234 3.8460 3.8688 3.8916 3.9146 3.9377 3.9609 3.9842

Columns 961 through 970

4.0076 4.0312 4.0548 4.0786 4.1025 4.1265 4.1507 4.1749 4.1993 4.2237

Columns 971 through 980

4.2483 4.2730 4.2979 4.3228 4.3479 4.3731 4.3984 4.4239 4.4494 4.4751

Columns 981 through 990

4.5009 4.5269 4.5529 4.5791 4.6054 4.6319 4.6584 4.6851 4.7119 4.7389

Columns 991 through 1,000

4.7660 4.7932 4.8205 4.8479 4.8755 4.9033 4.9311 4.9591 4.9872 5.0155

Molecular Weight ofNO2 : MolecularWeight NO2:4.600500e+01

cur_dir =

'/Users/rummankhan/Documents/MATLAB'

Warning: Directory already exists.
> In PARSING (line 92)

H =

1.0e+26 *

Columns 1 through 10

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

Columns 11 through 20

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

Columns 21 through 30

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

Columns 31 through 40

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

Columns 41 through 50

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

Columns 51 through 60

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

Columns 61 through 70

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

Columns 71 through 80

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

Columns 81 through 90

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000

Columns 91 through 100

0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0000 0.0001

Columns 101 through 110

0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001

Columns 111 through 120

0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001

Columns 121 through 130

0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001 0.0001

Columns 131 through 140

0.0001 0.0001 0.0002 0.0002 0.0002 0.0002 0.0002 0.0002 0.0002 0.0002

Columns 141 through 150

0.0002 0.0002 0.0002 0.0002 0.0002 0.0002 0.0002 0.0002 0.0002 0.0003

Columns 151 through 160

0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003 0.0003

Columns 161 through 170

0.0003 0.0003 0.0004 0.0004 0.0004 0.0004 0.0004 0.0004 0.0004 0.0004

Columns 171 through 180

0.0004 0.0005 0.0005 0.0005 0.0005 0.0005 0.0005 0.0005 0.0005 0.0006

Columns 181 through 190

0.0006 0.0006 0.0006 0.0006 0.0006 0.0006 0.0007 0.0007 0.0007 0.0007

Columns 191 through 200

0.0007 0.0007 0.0008 0.0008 0.0008 0.0008 0.0008 0.0008 0.0009 0.0009

Columns 201 through 210

0.0009 0.0009 0.0010 0.0010 0.0010 0.0010 0.0010 0.0011 0.0011 0.0011

Columns 211 through 220

0.0011 0.0012 0.0012 0.0012 0.0012 0.0013 0.0013 0.0013 0.0014 0.0014

Columns 221 through 230

0.0014 0.0014 0.0015 0.0015 0.0015 0.0016 0.0016 0.0016 0.0017 0.0017

Columns 231 through 240

0.0017 0.0018 0.0018 0.0018 0.0019 0.0019 0.0020 0.0020 0.0020 0.0021

Columns 241 through 250

0.0021 0.0022 0.0022 0.0022 0.0023 0.0023 0.0024 0.0024 0.0025 0.0025

Columns 251 through 260

0.0026 0.0026 0.0027 0.0027 0.0028 0.0028 0.0029 0.0029 0.0030 0.0031

Columns 261 through 270

0.0031 0.0032 0.0032 0.0033 0.0033 0.0034 0.0035 0.0035 0.0036 0.0037

Columns 271 through 280

0.0037 0.0038 0.0039 0.0039 0.0040 0.0041 0.0042 0.0042 0.0043 0.0044

Columns 281 through 290

0.0045 0.0045 0.0046 0.0047 0.0048 0.0049 0.0049 0.0050 0.0051 0.0052

Columns 291 through 300

0.0053 0.0054 0.0055 0.0056 0.0057 0.0058 0.0059 0.0060 0.0061 0.0062

Columns 301 through 310

0.0063 0.0064 0.0065 0.0066 0.0067 0.0068 0.0069 0.0070 0.0071 0.0072

Columns 311 through 320

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0.0043 0.0043 0.0044 0.0045 0.0045 0.0046 0.0046 0.0047 0.0048 0.0048

Columns 371 through 380

0.0049 0.0050 0.0050 0.0051 0.0052 0.0053 0.0053 0.0054 0.0055 0.0056

Columns 381 through 390

0.0056 0.0057 0.0058 0.0059 0.0059 0.0060 0.0061 0.0062 0.0063 0.0063

Columns 391 through 400

0.0064 0.0065 0.0066 0.0067 0.0068 0.0069 0.0070 0.0071 0.0071 0.0072

Columns 401 through 410

0.0073 0.0074 0.0075 0.0076 0.0077 0.0078 0.0079 0.0080 0.0081 0.0082

Columns 411 through 420

0.0083 0.0084 0.0085 0.0087 0.0088 0.0089 0.0090 0.0091 0.0092 0.0093

Columns 421 through 430

0.0094 0.0096 0.0097 0.0098 0.0099 0.0100 0.0102 0.0103 0.0104 0.0105

Columns 431 through 440

0.0107 0.0108 0.0109 0.0111 0.0112 0.0113 0.0115 0.0116 0.0118 0.0119

Columns 441 through 450

0.0120 0.0122 0.0123 0.0125 0.0126 0.0128 0.0129 0.0131 0.0132 0.0134

Columns 451 through 460

0.0135 0.0137 0.0139 0.0140 0.0142 0.0144 0.0145 0.0147 0.0149 0.0150

Columns 461 through 470

0.0152 0.0154 0.0156 0.0157 0.0159 0.0161 0.0163 0.0165 0.0167 0.0168

Columns 471 through 480

0.0170 0.0172 0.0174 0.0176 0.0178 0.0180 0.0182 0.0184 0.0186 0.0188

Columns 481 through 490

0.0190 0.0193 0.0195 0.0197 0.0199 0.0201 0.0203 0.0206 0.0208 0.0210

Columns 491 through 500

0.0212 0.0215 0.0217 0.0219 0.0222 0.0224 0.0227 0.0229 0.0232 0.0234

Columns 501 through 510

0.0237 0.0239 0.0242 0.0244 0.0247 0.0249 0.0252 0.0255 0.0257 0.0260

Columns 511 through 520

0.0263 0.0266 0.0268 0.0271 0.0274 0.0277 0.0280 0.0283 0.0286 0.0289

Columns 521 through 530

0.0292 0.0295 0.0298 0.0301 0.0304 0.0307 0.0310 0.0313 0.0316 0.0320

Columns 531 through 540

0.0323 0.0326 0.0329 0.0333 0.0336 0.0340 0.0343 0.0346 0.0350 0.0353

Columns 541 through 550

0.0357 0.0360 0.0364 0.0368 0.0371 0.0375 0.0379 0.0382 0.0386 0.0390

Columns 551 through 560

0.0394 0.0398 0.0402 0.0406 0.0410 0.0414 0.0418 0.0422 0.0426 0.0430

Columns 561 through 570

0.0434 0.0438 0.0442 0.0447 0.0451 0.0455 0.0460 0.0464 0.0468 0.0473

Columns 571 through 580

0.0477 0.0482 0.0487 0.0491 0.0496 0.0500 0.0505 0.0510 0.0515 0.0520

Columns 581 through 590

0.0524 0.0529 0.0534 0.0539 0.0544 0.0549 0.0554 0.0560 0.0565 0.0570

Columns 591 through 600

0.0575 0.0581 0.0586 0.0591 0.0597 0.0602 0.0608 0.0613 0.0619 0.0624

Columns 601 through 610

0.0630 0.0636 0.0642 0.0647 0.0653 0.0659 0.0665 0.0671 0.0677 0.0683

Columns 611 through 620

0.0689 0.0695 0.0702 0.0708 0.0714 0.0721 0.0727 0.0733 0.0740 0.0746

Columns 621 through 630

0.0753 0.0760 0.0766 0.0773 0.0780 0.0787 0.0793 0.0800 0.0807 0.0814

Columns 631 through 640

0.0822 0.0829 0.0836 0.0843 0.0850 0.0858 0.0865 0.0873 0.0880 0.0888

Columns 641 through 650

0.0895 0.0903 0.0911 0.0918 0.0926 0.0934 0.0942 0.0950 0.0958 0.0966

Columns 651 through 660

0.0974 0.0982 0.0991 0.0999 0.1007 0.1016 0.1024 0.1033 0.1042 0.1050

Columns 661 through 670

0.1059 0.1068 0.1077 0.1086 0.1095 0.1104 0.1113 0.1122 0.1131 0.1141

Columns 671 through 680

0.1150 0.1159 0.1169 0.1178 0.1188 0.1198 0.1208 0.1217 0.1227 0.1237

Columns 681 through 690

0.1247 0.1257 0.1268 0.1278 0.1288 0.1298 0.1309 0.1319 0.1330 0.1341

Columns 691 through 700

0.1351 0.1362 0.1373 0.1384 0.1395 0.1406 0.1417 0.1428 0.1440 0.1451

Columns 701 through 710

0.1463 0.1474 0.1486 0.1497 0.1509 0.1521 0.1533 0.1545 0.1557 0.1569

Columns 711 through 720

0.1581 0.1594 0.1606 0.1618 0.1631 0.1644 0.1656 0.1669 0.1682 0.1695

Columns 721 through 730

0.1708 0.1721 0.1734 0.1747 0.1761 0.1774 0.1788 0.1801 0.1815 0.1829

Columns 731 through 740

0.1843 0.1857 0.1871 0.1885 0.1899 0.1914 0.1928 0.1943 0.1957 0.1972

Columns 741 through 750

0.1987 0.2001 0.2016 0.2032 0.2047 0.2062 0.2077 0.2093 0.2108 0.2124

Columns 751 through 760

0.2140 0.2155 0.2171 0.2187 0.2203 0.2220 0.2236 0.2252 0.2269 0.2286

Columns 761 through 770

0.2302 0.2319 0.2336 0.2353 0.2370 0.2387 0.2405 0.2422 0.2440 0.2457

Columns 771 through 780

0.2475 0.2493 0.2511 0.2529 0.2547 0.2566 0.2584 0.2602 0.2621 0.2640

Columns 781 through 790

0.2659 0.2678 0.2697 0.2716 0.2735 0.2755 0.2774 0.2794 0.2814 0.2833

Columns 791 through 800

0.2853 0.2874 0.2894 0.2914 0.2935 0.2955 0.2976 0.2997 0.3018 0.3039

Columns 801 through 810

0.3060 0.3081 0.3103 0.3124 0.3146 0.3168 0.3190 0.3212 0.3234 0.3256

Columns 811 through 820

0.3279 0.3301 0.3324 0.3347 0.3370 0.3393 0.3416 0.3440 0.3463 0.3487

Columns 821 through 830

0.3510 0.3534 0.3558 0.3583 0.3607 0.3631 0.3656 0.3681 0.3705 0.3730

Columns 831 through 840

0.3756 0.3781 0.3806 0.3832 0.3858 0.3883 0.3909 0.3936 0.3962 0.3988

Columns 841 through 850

0.4015 0.4042 0.4068 0.4095 0.4123 0.4150 0.4177 0.4205 0.4233 0.4261

Columns 851 through 860

0.4289 0.4317 0.4346 0.4374 0.4403 0.4432 0.4461 0.4490 0.4519 0.4549

Columns 861 through 870

0.4578 0.4608 0.4638 0.4668 0.4699 0.4729 0.4760 0.4790 0.4821 0.4853

Columns 871 through 880

0.4884 0.4915 0.4947 0.4979 0.5011 0.5043 0.5075 0.5108 0.5140 0.5173

Columns 881 through 890

0.5206 0.5239 0.5273 0.5306 0.5340 0.5374 0.5408 0.5442 0.5477 0.5511

Columns 891 through 900

0.5546 0.5581 0.5616 0.5652 0.5687 0.5723 0.5759 0.5795 0.5831 0.5868

Columns 901 through 910

0.5904 0.5941 0.5978 0.6015 0.6053 0.6090 0.6128 0.6166 0.6204 0.6243

Columns 911 through 920

0.6281 0.6320 0.6359 0.6398 0.6438 0.6477 0.6517 0.6557 0.6598 0.6638

Columns 921 through 930

0.6679 0.6719 0.6760 0.6802 0.6843 0.6885 0.6927 0.6969 0.7011 0.7054

Columns 931 through 940

0.7096 0.7139 0.7183 0.7226 0.7270 0.7313 0.7357 0.7402 0.7446 0.7491

Columns 941 through 950

0.7536 0.7581 0.7626 0.7672 0.7718 0.7764 0.7810 0.7857 0.7903 0.7950

Columns 951 through 960

0.7998 0.8045 0.8093 0.8141 0.8189 0.8237 0.8286 0.8335 0.8384 0.8433

Columns 961 through 970

0.8483 0.8533 0.8583 0.8633 0.8684 0.8734 0.8785 0.8837 0.8888 0.8940

Columns 971 through 980

0.8992 0.9045 0.9097 0.9150 0.9203 0.9256 0.9310 0.9364 0.9418 0.9472

Columns 981 through 990

0.9527 0.9582 0.9637 0.9692 0.9748 0.9804 0.9860 0.9917 0.9974 1.0031

Columns 991 through 1,000

1.0088 1.0145 1.0203 1.0261 1.0320 1.0378 1.0437 1.0497 1.0556 1.0616

Molecular Weight ofCH2CHO : MolecularWeight CH2CHO:4.302500e+01

cur_dir =

'/Users/rummankhan/Documents/MATLAB'

Warning: Directory already exists.
> In PARSING (line 92)
Molecular Weight ofCH2CHO : MolecularWeight CH2CHO:4.302500e+01

M =

43.0250

species n molecular mass n 43.025000 n
ans =

RESULTS:

SPECIFIC HEAT,ENTROPY,ENTHALPY PLOTS FOR O2,N2,CO2 SPECIES

1:PLOT FOR O2:

VARIATION OF SPECIFIC HEAT WITH THE TEMPRATURE OF O2

B:VARIATION OF ENTROPY WITH THE TEMPRATURE OF O2

C:VARIATION OF ENTHALPY WITH THE TEMPRATURE OF O2:

2:PLOT FOR N2:

VARIATION OF SPECIFIC HEAT WITH THE TEMPRATURE OF N2:

B:VARIATION OF ENTROPY WITH THE TEMPRATURE OF N2:

C:VARIATION OF ENTHALPY WITH THE TEMPRATURE OF N2:

2:PLOT FOR CO2:

VARIATION OF SPECIFIC HEAT WITH THE TEMPRATURE OF CO2:

B:VARIATION OF ENTROPY WITH THE TEMPRATURE OF CO2:

B:VARIATION OF ENTHALPY WITH THE TEMPRATURE OF CO2:

Conclusion:
Using MATLAB code, the necessary coefficients required to evaluate various thermodynamic parameters for different species are extracted
from NASA thermodynamic data file. The specific heat, enthalpy, and entropy for all the species are calculated and plotted against the local
temperature range. The molecular weight is calculated for all the species.

https://drive.google.com/drive/folders/1RPNxIi1vjqNXCs3Yxp9WItf0D1SvRRIX?usp=sharing

Project 1 - Parsing NASA thermodynamic data

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in your own course.

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Ship work like thisin your own course.

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Ship work like this
in your own course.