/
heat.c
339 lines (292 loc) · 9.76 KB
/
heat.c
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#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include <time.h>
#include <math.h>
#include "cpgplot.h"
#include "heat.h"
int main(){
printf("\n====================================================================\n");
printf("This program is able to simulate the diffusion of heat\n");
printf("across a metal plate of size %i x %i\n", ENV_SIZE_X, ENV_SIZE_Y);
printf("====================================================================\n");
//==========================================================================
//--------------------------SYSTEM INITIALIZATIONS--------------------------
//==========================================================================
// initialize random seed
srand(time(NULL));
// force print all outputs (remove stdout buffer)
setbuf(stdout, NULL);
// initialize pgplot window
if (!cpgopen("/XWINDOW"))
errorCase(ERR_PGPLOT);
cpgpap(0.0, 0.6); // set window size
cpgsubp(1,3); // subdivide window into panels
// heatmap
cpgpanl(1,1);
cpgsvp(0.0, 1.0, 0.0, 1.0);
cpgswin(0, ENV_SIZE_X, 0, ENV_SIZE_Y);
// flux plot
cpgpanl(1,2);
cpgsvp(0.08, 0.92, 0.08, 0.92);
cpgswin(LINE_PLOT_X1, LINE_PLOT_X2, FLUX_PLOT_Y1, FLUX_PLOT_Y2);
cpgbox("ABCINTS", 0.0, 0, "ABCINTS", 0.0, 0);
cpglab("Time", "Flux", "");
// heat plot
cpgpanl(1,3);
cpgsvp(0.08, 0.92, 0.08, 0.92);
cpgswin(LINE_PLOT_X1, LINE_PLOT_X2, LINE_PLOT_Y1, LINE_PLOT_Y2);
cpgbox("ABCINTS", 0.0, 0, "ABCINTS", 0.0, 0);
cpglab("Time", "Total Heat", "");
// initialize color table for pgplot display
float rl[9] = {-0.5, 0.0, 0.17, 0.33, 0.50, 0.67, 0.83, 1.0, 1.7};
float rr[9] = { 0.0, 0.0, 0.0, 0.0, 0.6, 1.0, 1.0, 1.0, 1.0};
float rg[9] = { 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.6, 0.0, 1.0};
float rb[9] = { 0.0, 0.3, 0.8, 1.0, 0.3, 0.0, 0.0, 0.0, 1.0};
cpgctab(rl, rr, rg, rb, 512, 1.0, 0.5);
cpgscr(10, 0.0, 0.0, 1.0);
cpgscr(11, 1.0, 0.0, 0.0);
cpgsfs(3);
//==========================================================================
//--------------------------VARIABLE INITIALIZATIONS------------------------
//==========================================================================
// generic variables
int i, j, k; // counters
// simulation environment
float** simEnvEven = allocateArray2D(ENV_SIZE_X, ENV_SIZE_Y);
float** simEnvOdd = allocateArray2D(ENV_SIZE_X, ENV_SIZE_Y);
float* simLocal = allocateArray1D(5);
// mnist handwritten numbers
float** mnistDatabase = readCSV("mnist_train_100.csv", 100, 785);
for (i=0; i<100; i++)
for (j=0; j<785; j++)
mnistDatabase[i][j] = mnistDatabase[i][j]/255.0;
// current location and time
int x,y,z;
int t, tGlobal;
// student number
int studentNumbRaw;
int studentNumbWorking;
int studentNumb[7];
// rates
float rateDiff = 0.2;
float delta;
// flux variables
float flux;
float fluxTotal;
float fluxAverage;
float fluxHeat;
float totalHeat;
int x1, x2, y1, y2;
// background heat
float bgHeat;
// tracking variables
float totalHeatOld;
float totalHeatPre;
float tGlobalOld;
float fluxOld;
// pgplot variables
float* plotImg = allocateArray1D(ENV_SIZE_TOTAL);
float TR[6] = {0, 0, 1, ENV_SIZE_Y, -1, 0};
float plotMinBound = 0;
float plotMaxBound = 1;
//==========================================================================
//--------------------------------SETUP-------------------------------------
//==========================================================================
// ask for student number
printf("Please enter your student number:\n");
if (scanf("%i", &studentNumbRaw) == 0)
errorCase(ERR_INVALID_INPUT);
studentNumbWorking = studentNumbRaw;
for (i=0; i<SN_LENGTH; i++){
studentNumb[6-i] = studentNumbWorking%10;
studentNumbWorking /= 10;
}
printf("\nYour student number is:\n");
for (i=0; i<SN_LENGTH; i++)
printf("%i", studentNumb[i]);
printf("\n\n");
// set and print diffusion rate based on last digit of student number
rateDiff = ((((float)(studentNumb[6]))/10.0)*0.19)+0.01;
printf("Your Diffusion Rate is: \n%f\n\n", rateDiff);
// set and print background heat added based on last 4 digits of student number
studentNumbRaw -= 1410000;
bgHeat = ((float)((studentNumbRaw%97)%10));
bgHeat += ((float)((studentNumbRaw%101)%8))*10;
bgHeat /= 100;
printf("Your Background Heat is: \n%f\n\n", bgHeat*100);
// set and print domain for calculating flux
// x1, y1 based on last four digits of student number
x1 = studentNumbRaw % ENV_SIZE_X;
y1 = studentNumbRaw % ENV_SIZE_Y;
// x2, y2 based on last four digits of student number
x2 = x1 + (studentNumbRaw % (97));
if (x2 >= ENV_SIZE_X)
x2 = ENV_SIZE_X - 1;
y2 = y1 + (studentNumbRaw % (29));
if (y2 >= ENV_SIZE_Y)
y2 = ENV_SIZE_Y - 1;
printf("Your Domain is: \n(%i, %i) X (%i, %i)\n\n", x1, y1, x2, y2);
// environment initialization:
// select digits and place into environment
for (i=0; i<SN_LENGTH; i++){
if (studentNumb[i] == 0)
z = 0;
else if (studentNumb[i] == 1)
z = 13;
else if (studentNumb[i] == 2)
z = 27;
else if (studentNumb[i] == 3)
z = 33;
else if (studentNumb[i] == 4)
z = 44;
else if (studentNumb[i] == 5)
z = 55;
else if (studentNumb[i] == 6)
z = 60;
else if (studentNumb[i] == 7)
z = 71;
else if (studentNumb[i] == 8)
z = 81;
else
z = 89;
for (x=0; x<28; x++)
for (y=0; y<28; y++) {
simEnvEven[x+(i*28)+1][y+1] = mnistDatabase[z][y*28+x] + bgHeat;
if (simEnvEven[x+(i*28)+1][y+1] > 1.0)
simEnvEven[x+(i*28)+1][y+1] = 1.0;
}
}
//==========================================================================
//--------------------------ACTUAL CODE-------------------------------------
//==========================================================================
// initialize display
fixBoundaryConditions(simEnvEven);
copyArray2D(simEnvEven, simEnvOdd, ENV_SIZE_X, ENV_SIZE_Y);
loadImage(simEnvEven, plotImg);
cpgpanl(1,1);
cpgsvp(0.0, 1.0, 0.0, 1.0);
cpgswin(0, ENV_SIZE_X, 0, ENV_SIZE_Y);
cpgimag(plotImg, ENV_SIZE_Y, ENV_SIZE_X, 1, ENV_SIZE_Y, 1, ENV_SIZE_X, plotMinBound, plotMaxBound, TR);
cpgrect(x1, x2, y1, y2);
// initialize trackers
tGlobalOld = 0;
fluxOld = 0;
totalHeatOld = 0;
for (x=x1; x<=x2; x++)
for (y=y1; y<=y2; y++)
totalHeatOld += simEnvEven[x][y];
// initial delay to visualize starting matrix
for (t=0; t<500000000; t++){}
t = 0;
tGlobal = 0;
flux = 0;
fluxAverage = 0;
fluxTotal = 0;
while(1){
flux = 0;
cpgpanl(1,1);
cpgsvp(0.0, 1.0, 0.0, 1.0);
cpgswin(0, ENV_SIZE_X, 0, ENV_SIZE_Y);
// calculate heat changes using numeric methods
fixBoundaryConditions(simEnvEven);
//simEnvEven[50][15] = 100;
//simEnvEven[60][15] = -10;
copyArray2D(simEnvEven, simEnvOdd, ENV_SIZE_X, ENV_SIZE_Y);
for (x=1; x<(ENV_SIZE_X-1); x++)
for (y=1; y<(ENV_SIZE_Y-1); y++)
if ((x+y)%2 == 0) {
delta = rateDiff*(simEnvEven[x][y+1] - 2*simEnvEven[x][y] + simEnvEven[x][y-1]);
simEnvOdd[x][y] += delta;
if (INSIDE_BOX)
flux += delta;
delta = rateDiff*(simEnvEven[x+1][y] - 2*simEnvEven[x][y] + simEnvEven[x-1][y]);
simEnvOdd[x][y] += delta;
if (INSIDE_BOX)
flux += delta;
}
for (x=1; x<(ENV_SIZE_X-1); x++)
for (y=1; y<(ENV_SIZE_Y-1); y++)
if ((x+y)%2 == 1) {
delta = rateDiff*(simEnvOdd[x][y+1] - 2*simEnvOdd[x][y] + simEnvOdd[x][y-1]);
simEnvOdd[x][y] += delta;
if (INSIDE_BOX)
flux += delta;
delta = rateDiff*(simEnvOdd[x+1][y] - 2*simEnvOdd[x][y] + simEnvOdd[x-1][y]);
simEnvOdd[x][y] += delta;
if (INSIDE_BOX)
flux += delta;
}
loadImage(simEnvOdd, plotImg);
cpgimag(plotImg, ENV_SIZE_Y, ENV_SIZE_X, 1, ENV_SIZE_Y, 1, ENV_SIZE_X, plotMinBound, plotMaxBound, TR);
cpgrect(x1, x2, y1, y2);
fluxTotal += flux;
tGlobal++;
flux = 0;
//simEnvOdd[50][15] = 100;
//simEnvOdd[60][15] = -10;
fixBoundaryConditions(simEnvOdd);
for (x=1; x<(ENV_SIZE_X-1); x++)
for (y=1; y<(ENV_SIZE_Y-1); y++)
if ((x+y)%2 == 1) {
delta = rateDiff*(simEnvOdd[x][y+1] - 2*simEnvOdd[x][y] + simEnvOdd[x][y-1]);
simEnvEven[x][y] += delta;
if (INSIDE_BOX)
flux += delta;
delta = rateDiff*(simEnvOdd[x+1][y] - 2*simEnvOdd[x][y] + simEnvOdd[x-1][y]);
simEnvEven[x][y] += delta;
if (INSIDE_BOX)
flux += delta;
}
for (x=1; x<(ENV_SIZE_X-1); x++)
for (y=1; y<(ENV_SIZE_Y-1); y++)
if ((x+y)%2 == 0) {
delta = rateDiff*(simEnvEven[x][y+1] - 2*simEnvEven[x][y] + simEnvEven[x][y-1]);
simEnvEven[x][y] += delta;
if (INSIDE_BOX)
flux += delta;
delta = rateDiff*(simEnvEven[x+1][y] - 2*simEnvEven[x][y] + simEnvEven[x-1][y]);
simEnvEven[x][y] += delta;
if (INSIDE_BOX)
flux += delta;
}
loadImage(simEnvEven, plotImg);
cpgimag(plotImg, ENV_SIZE_Y, ENV_SIZE_X, 1, ENV_SIZE_Y, 1, ENV_SIZE_X, plotMinBound, plotMaxBound, TR);
cpgrect(x1, x2, y1, y2);
fluxTotal += flux;
tGlobal++;
// flux line plot
cpgpanl(1,2);
cpgsvp(0.08, 0.92, 0.08, 0.92);
cpgswin(LINE_PLOT_X1, LINE_PLOT_X2, FLUX_PLOT_Y1, FLUX_PLOT_Y2);
cpgmove(tGlobalOld, fluxOld);
cpgdraw(tGlobal, flux);
// heat line plot
totalHeat = 0;
for (x=x1; x<=x2; x++)
for (y=y1; y<=y2; y++)
totalHeat += simEnvEven[x][y];
cpgpanl(1,3);
cpgsvp(0.08, 0.92, 0.08, 0.92);
cpgswin(LINE_PLOT_X1, LINE_PLOT_X2, LINE_PLOT_Y1, LINE_PLOT_Y2);
cpgmove(tGlobalOld, totalHeatOld);
cpgdraw(tGlobal, totalHeat);
// set trackers
tGlobalOld = tGlobal;
totalHeatOld = totalHeat;
fluxOld = flux;
if (tGlobal%100 == 0) {
totalHeat = 0;
for (x=x1; x<=x2; x++)
for (y=y1; y<=y2; y++)
totalHeat += simEnvEven[x][y];
fluxAverage = fluxTotal/tGlobal;
fluxHeat = totalHeat - totalHeatPre;
printf("Total Heat: %f \n Current Divergence: %f \n Current Flux: %f\n\n", totalHeat, flux, fluxHeat);
}
totalHeatPre = 0;
for (x=x1; x<=x2; x++)
for (y=y1; y<=y2; y++)
totalHeatPre += simEnvEven[x][y];
}
}