/**
* Program ini adalah implementasi dari kontroler logika fuzzy
* menggunakan Arduino dan beberapa sensor.
* Tujuannya adalah mengontrol kecerahan lampu LED berdasarkan dua input, yaitu jarak sensor ultrasonik
* dan nilai sensor LDR (Light Dependent Resistor).
* Kontroler logika fuzzy digunakan untuk membuat keputusan berdasarkan
* aturan-aturan fuzzy yang telah ditentukan.
*/
// eFLL includes
#include <Fuzzy.h>
#include <FuzzyComposition.h>
#include <FuzzyInput.h>
#include <FuzzyIO.h>
#include <FuzzyOutput.h>
#include <FuzzyRule.h>
#include <FuzzyRuleAntecedent.h>
#include <FuzzyRuleConsequent.h>
#include <FuzzySet.h>
// pins
#define LDR A0
#define TRIGGER 4
#define ECHO 5
#define LED 6
// object library
Fuzzy *fuzzy = new Fuzzy();
void setup() {
// set console and pins
Serial.begin(9600);
pinMode(LDR, INPUT);
pinMode(TRIGGER, OUTPUT);
pinMode(ECHO, INPUT);
pinMode(LED, OUTPUT);
// fuzzy sets
// distance (0-400cm in Wokwi)
FuzzySet *small = new FuzzySet(0, 0, 0, 120);
FuzzySet *mid = new FuzzySet(60, 120, 120, 180);
FuzzySet *big = new FuzzySet(120, 180, 180, 240);
FuzzySet *verybig = new FuzzySet(180, 240, 400, 400);
// ldr (0-1023 in Wokwi)
FuzzySet *lowldr = new FuzzySet(0, 0, 0, 100);
FuzzySet *midldr = new FuzzySet(60, 200, 500, 700);
FuzzySet *highldr = new FuzzySet(400, 700, 1015, 1015);
// brightness
FuzzySet *off = new FuzzySet(0, 0, 0, 0);
FuzzySet *lowb = new FuzzySet(0, 0, 25, 100);
FuzzySet *midb = new FuzzySet(55, 100, 155, 200);
FuzzySet *highb = new FuzzySet(155, 230, 255, 255);
// variable distance with universe 0-400 as input
FuzzyInput *distance = new FuzzyInput(1);
distance->addFuzzySet(small);
distance->addFuzzySet(mid);
distance->addFuzzySet(big);
distance->addFuzzySet(verybig);
fuzzy->addFuzzyInput(distance);
// variable ldr with universe 0-1015 as input
FuzzyInput *ldr = new FuzzyInput(2);
ldr->addFuzzySet(lowldr);
ldr->addFuzzySet(midldr);
ldr->addFuzzySet(highldr);
fuzzy->addFuzzyInput(ldr);
// variable brightness with universe 0-255 as output
FuzzyOutput *brightness = new FuzzyOutput(1);
brightness->addFuzzySet(off);
brightness->addFuzzySet(lowb);
brightness->addFuzzySet(midb);
brightness->addFuzzySet(highb);
fuzzy->addFuzzyOutput(brightness);
FuzzyRuleAntecedent *ifDistanceSmallAndLdrIsLow = new FuzzyRuleAntecedent();
ifDistanceSmallAndLdrIsLow->joinWithAND(small, lowldr);
FuzzyRuleConsequent *thenBrightnessHigh = new FuzzyRuleConsequent();
thenBrightnessHigh->addOutput(highb);
FuzzyRule *fuzzyRule1 = new FuzzyRule(1, ifDistanceSmallAndLdrIsLow, thenBrightnessHigh);
fuzzy->addFuzzyRule(fuzzyRule1);
FuzzyRuleAntecedent *ifDistanceSmallAndLdrIsHigh = new FuzzyRuleAntecedent();
ifDistanceSmallAndLdrIsHigh->joinWithAND(small, highldr);
FuzzyRuleConsequent *thenBrightnessOff = new FuzzyRuleConsequent();
thenBrightnessOff->addOutput(off);
FuzzyRule *fuzzyRule2 = new FuzzyRule(2, ifDistanceSmallAndLdrIsHigh, thenBrightnessOff);
fuzzy->addFuzzyRule(fuzzyRule2);
FuzzyRuleAntecedent *ifDistanceMid = new FuzzyRuleAntecedent();
ifDistanceMid->joinSingle(mid);
FuzzyRuleConsequent *thenBrightnessMidb = new FuzzyRuleConsequent();
thenBrightnessMidb->addOutput(midb);
FuzzyRule *fuzzyRule3 = new FuzzyRule(3, ifDistanceMid, thenBrightnessMidb);
fuzzy->addFuzzyRule(fuzzyRule3);
FuzzyRuleAntecedent *ifDistanceBig = new FuzzyRuleAntecedent();
ifDistanceBig->joinSingle(big);
FuzzyRuleConsequent *thenBrightnessLow = new FuzzyRuleConsequent();
thenBrightnessLow->addOutput(lowb);
FuzzyRule* fuzzyRule4 = new FuzzyRule(4, ifDistanceBig, thenBrightnessLow);
fuzzy->addFuzzyRule(fuzzyRule4);
FuzzyRuleAntecedent *ifDistanceVeryBig = new FuzzyRuleAntecedent();
ifDistanceVeryBig->joinSingle(verybig);
FuzzyRule *fuzzyRule5 = new FuzzyRule(5, ifDistanceVeryBig, thenBrightnessOff);
fuzzy->addFuzzyRule(fuzzyRule5);
}
// returns the distance
int distance() {
digitalWrite(TRIGGER, LOW);
delayMicroseconds(5);
digitalWrite(TRIGGER, HIGH);
delayMicroseconds(10);
digitalWrite(TRIGGER, LOW);
long pulse = pulseIn(ECHO, HIGH) / 2;
return pulse * 10 / 292;
}
// returns the brightness
int brightness() {
return analogRead(LDR);
}
// main method
void loop() {
// get distance and light
int dist = distance();
int light = brightness();
// if the inputs are weird, ignore them
if (dist < 0 || dist > 400 || light < 0 || light > 1023) return;
// fuzzyfication
fuzzy->setInput(1, dist);
fuzzy->setInput(2, light);
fuzzy->fuzzify();
// defuzzyfication
int output = fuzzy->defuzzify(1);
analogWrite(LED, output);
// print values
Serial.print("distance: ");
Serial.print(dist);
Serial.print(" light: ");
Serial.print(light);
Serial.print(" => output: ");
Serial.println(output);
delay(100);
}