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This guide explores essential techniques for saving and loading variables in MATLAB, a powerful engineering tool. Learn how to save your entire workspace or specific variables using the ‘save’ command in different file formats like MAT and ASCII. The lecture also covers reading data from files using functions such as fopen, fgetl, and fscanf. Master these fundamental skills to enhance your MATLAB programming experience and streamline your engineering workflows by avoiding repetitive calculations.
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Using and Programming with MATLAB as an Engineering Tool[ Part III ]
Lecture outline • Saving variables • Basic file input/output • Evaluating string commands • Functions of functions
Saving Variables • Sometimes you might want to save some or all of your workspace Don’t want to repeat time consuming calculations
Saving Variables • Sometimes you might want to save some or all of your workspace • MATLAB allows you to save variables from the console workspace
Saving Variables • Sometimes you might want to save some or all of your workspace • MATLAB allows you to save variables from the console workspace • You can load these variables whenever you need them
Saving Variables • Sometimes you might want to save some or all of your workspace • MATLAB allows you to save variables from the console workspace • You can load these variables whenever you need them Mat-files
Saving Variables >> save • Saves the entire workspace to matlab.mat >> save points.mat x y • Saves x and y in points.mat >> save change dx dy dz • Saves dx, dy and dz in change.mat >> save coord.dat x y z –ascii • Saves x, y and z in coord.dat in ASCII format
Loading Variables >> load • Loads the variables in matlab.mat >> load change • Loads the variables in change.mat >> load coord.dat –ascii • Loads the variables in ASCII file coord.dat >> load points x • Only loads x from points.mat
Input from a File • Opening a file fid = fopen(filename, ‘r’); • fid = -1 means can’t open file • Reading formatted data result = fscanf(fid, format); • Reading a line line = fgetl(fid); % fgets keeps end-of-line char • Closing a file fclose(fid);
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> fid = fopen(‘data.in’, ‘r’); >> fgetl(fid); >> fgetl(fid); >> T = scanf(fid,‘%g%g%d’) >> fclose(fid) Input from a File data.in
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> fid = fopen(‘data.in’, ‘r’); >> fgetl(fid); >> fgetl(fid); >> T = scanf(fid,‘%g%g%d’) >> fclose(fid) Input from a File data.in
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> fid = fopen(‘data.in’, ‘r’); >> fgetl(fid); >> fgetl(fid); >> T = scanf(fid,‘%g%g%d’) >> fclose(fid) Input from a File data.in
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> fid = fopen(‘data.in’, ‘r’); >> fgetl(fid); >> fgetl(fid); >> T = scanf(fid,‘%g%g%d’) >> fclose(fid) Read a real Read an integer Input from a File data.in
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> fid = fopen(‘data.in’, ‘r’); >> fgetl(fid); >> fgetl(fid); >> T = scanf(fid,‘%g%g%d’) >> fclose(fid) Read a real Read an integer Input from a File data.in
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> fid = fopen(‘data.in’, ‘r’); >> fgetl(fid); >> fgetl(fid); >> T = scanf(fid,‘%g%g%d’) >> fclose(fid) Read a real Read an integer Input from a File data.in
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> fid = fopen(‘data.in’, ‘r’); >> fgetl(fid); >> fgetl(fid); >> T = scanf(fid,‘%g%g%d’) >> fclose(fid) Read a real Read an integer Input from a File data.in
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> fid = fopen(‘data.in’, ‘r’); >> fgetl(fid); >> fgetl(fid); >> T = scanf(fid,‘%g%g%d’) >> fclose(fid) Input from a File data.in
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 T = 23.5000 1.4500 7.0000 29.8000 2.5500 6.0000 13.5000 0.6700 8.0000 31.4000 2.8600 5.0000 Need to manipulate T into matrix form Read three values Input from a File data.in T = zeros(4, 3); for i = 1:4, T(i, :) = fscanf(fid, … ‘%g%g%d’, 3); end
Output to a File • Open a file also using fopen fid = fopen(filename, ‘w’); • ‘w’ means write and create if necessary • replacing ‘w’ by ‘a’ means append (also creating) • Writing formatted data fprintf(fid, format, data) • Writing a line fprintf(fid, ‘…\n’, data) • Use fclose to close a file and write it
>> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) Output to a File
>> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) Output to a File data.out
Block Properties >> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) Output to a File data.out
Block Properties Temp Press Vol >> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) Output to a File data.out Moves columnwise
Block Properties Temp Press Vol >> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) integer (no width) Width 3 chars, 2 dp Width 3 chars, 1 dp Output to a File data.out
Block Properties Temp Press Vol 23.5 1.45 7 >> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) integer (no width) Width 3 chars, 2 dp Width 3 chars, 1 dp Output to a File data.out
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 >> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) Output to a File data.out
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 >> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) Output to a File data.out
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) Output to a File data.out
Block Properties Temp Press Vol 23.5 1.45 7 29.8 2.55 6 13.5 0.67 8 31.4 2.86 5 >> T = [ 23.5 1.45 7; 29.8 2.55 6; 13.5 0.67 8; 31.4 2.86 5]; >> fid = fopen(‘data.out’, ‘w’); >> fprintf(fid, ‘Block Properties\n’); >> fprintf(fid, ‘Temp Press Vol\n’); >> fprintf(fid, … ‘ %3.1f %3.2f %d\n’, T’); >> fclose(fid) Output to a File data.out
Lab 6 Example (p. 128) function [names, years, rain] = getrain(filename, numnames, numyears) • This line defines a function with inputs • the file’s name (a string) • the number of names to read (an integer) • the number of years to read (an integer) • and outputs • the names (a cell vector) • the years (a integer vector) • the rain (a real matrix)
Lab 6 Example (p. 128) fid = fopen(filename, ‘r’); • This line opens the file (as read only) and assigns a file identifier if fid ~= -1, blah, blah, blah else error([‘Could not open file ‘ filename]); end; • These lines check if the file has been opened and writes an error if it was not
Lab 6 Example (p. 128) fgetl(fid); • This line reads a line from the file • The table heading an column heading, e.g., c = ‘ ’; while c ~= ‘|’, c = fscanf(fid, ‘%c’, 1); end; • These lines initialise a character c to be a space, then keep reading a new character from the file until a | is found Rainfall (in) | Year Rainforest Location | 1998 1999 2000 2001 2002
Lab 6 Example (p. 128) years = fscanf(fid, ‘%d’, numyears); • This line reads the years following the | from the file fgetl(fid); fgetl(fid); • These lines read the remainder of the heading line and the table separator Rainforest Location | 1998 1999 2000 2001 2002 ----------------------------------------------
Lab 6 Example (p. 128) for n = 1:numnames, Read a row from the file end; • These lines read numnames rows from the table using a for loop names = cellstr(namematrix); • This line creates a cell vector from a charatcer matrix (more later) fclose(fid); • This line closes the file
Lab 6 Example (p. 128) name = ‘’; c = ‘ ’; while c ~= ‘|’, c = fscanf(fid, ‘%c’, 1); if c ~= ‘|’, name = [name c]; end; end; namematrix(n, :) = name; • These lines read a name from the table by reading characters and adding them to name, then setting the appropriate row of the namematrix Zaire | 76 84 95 92 107
Lab 6 Example (p. 128) rain(n, :) = fscanf(fid, ‘%g’, numyears)’; • This line reads the rainfall data for the given number of years and saves them in the rainfall matrix fgetl(fid); • This line reads the rest of the line and discards it Zaire | 76 84 95 92 107 India | 95 73 81 67 55
Lab 6 Example (p. 128) • What is a cell vector (or a cell matrix for that matter)?! names = cellstr(namematrix); • Matlab stores information in matrices, each row must have the same number of columns • What about a list of names, where the names have different lengths? • We can use a matrix and fill the remaining columns with spaces (e.g., namematrix) • Or we can use a cell vector or matrix structure where each entry may be a different size (e.g., names)
Cells • No real details here (use help cell) • Work similar to matrices and vectors except use {} instead of [], e.g., names{3} is the third name in names • What about names = cellstr(namematrix); ? • Takes the charater matrix and turns it into a cell vector (removing leading and trailing whitespace)
Concatenated string The sprintf function string = sprintf(format, data); • Write formatted variables into a string >> [‘Give the integer ‘ sprintf(‘%d’, 6) … ‘ a real format ‘ sprintf(‘%3.2f’, 6)] ans = Give the integer 6 a real format 6.00 int2str
Creates files result1 result2 . . . result10 The eval function eval(string); • Evaluates the string as a command eval(‘x = 5 * 6 / 2’) equivalent >> x = 5 * 6 / 2 • Many uses, e. g., batch commands for run = 1:10, outfile = [‘result’ int2str(run)]; % Do some calculations eval([‘save ‘ outfile]) end
The feval function value = feval(name, inputs); • Evalutes the function call with the given inputs, i. e., value = name(inputs); >> y = feval(‘mypoly’, 1) y = 4 function y = mypoly(x) y = x.^2 + 2 * x + 1; return;
Using feval • Calculate the forward difference of a function • function df = fordiff(func, x, h) • df = (feval(func, x + h) – feval(func, x)) / h; • return;
Passing Functions as Variables to Functions • MATLAB has a collection of useful built in functions that require a function name be passed as an argument • Function-functions • Examples:
Passing Functions as Variables to Functions • MATLAB has a collection of useful built in functions that require a function name be passed as an argument • Function-functions • Examples:
Passing Functions as Variables to Functions • MATLAB has a collection of useful built in functions that require a function name be passed as an argument • Function-functions • Examples:
Passing Functions as Variables to Functions • MATLAB has a collection of useful built in functions that require a function name be passed as an argument • Function-functions • Examples: fmin find minima of a function fzero find zeros of a function fplot plot a function quad integral of a function ode23 solves ordinary differential equations ode45 solves ordinary differential equations
Example of Function-functions Plot the function y=x3-x
Example of Function-functions Plot the function y=x3-x Function: function y=cubic(x) y=x.^3-x; return;
Example of Function-functions Plot the function y=x3-x One way: Function: function y=cubic(x) y=x.^3-x; return; x=0:0.01:1; y=cubic(x); plot(x,y);
Example of Function-functions Plot the function y=x3-x Vector of closely spaced x values to give smooth curve One way: Function: function y=cubic(x) y=x.^3-x; return; x=0:0.01:1; y=cubic(x); plot(x,y);