Page 5 - Reasoning Dosen

Gambar Halaman
Gambar 1 Keanggotaain Masukan dalam Logika Boolean ........................................ 7

Gambar 2 Keanggotaain Masukan dalam Logika Fuzzy ............................................. 8
Gambar 3 Model Sistem Pakar Fuzzy .............................................................................. 9
Gambar 4 Fungsi Keanggotaan Segitiga ........................................................................ 11

Gambar 5 Fungsi Keanggotaan Segitiga Variabel Sudut ( ) ........................................ 11
o
Gambar 6 Himpunan Fuzzy Kanan0 ................................................................................. 12
Gambar 7 Himpunan Fuzzy Kanan0, Input=15 o ................................................................................................ 12
Gambar 8 Himpunan Fuzzy Kanan0, Input = 50 ............................................................ 13
o
Gambar 9 Fungsi Keanggotaan Variabel Sudut, Input 9 ............................................. 14
o
Gambar 10 Fungsi Keanggotaan Trapesium .................................................................. 14
Gambar 11 Fungsi Keanggotaan Trapesium Variabel Suhu ......................................... 15

Gambar 12 Himpunan Fuzzy Normal ............................................................................... 16
Gambar 13 Himpunan Fuzzy Normal, Input=6,4 ............................................................. 16
Gambar 14 Himpunan Fuzzy Normal, Input = 9,9 ........................................................... 17
Gambar 15 Fungsi Keanggotaan Variabel Sensor Suhu, Input=9,3 ............................. 18

Gambar 16 Metode Defuzzifikasi Centroid ..................................................................... 19
Gambar 17 Penginstallan Library Scikit-Fuzzy .................................................................. 20

Gambar 18 Tampilan setelah Proses Penginstallan ....................................................... 20
Gambar 19 Penginstallah Library Pemrograman Fuzzy ................................................. 21
Gambar 20 Fungsi Keanggotaan Variabel Suhu............................................................ 23
Gambar 21 Fungsi Keanggotaan Variabel Asap ........................................................... 23

Gambar 22 Fungsi Keanggotaan Durasi Siraman Air..................................................... 24
Gambar 23 Fungsi Keanggotaan Variabel Suhu, Input=42°C ...................................... 25
Gambar 24 Fungsi Keanggotaan Variabel Asap, Input=360 ppm .............................. 25

Gambar 25 Fuzzy Set dari Proses Clipping “Durasi Siraman Air is Singkat (0,6)” ......... 28
Gambar 26 Fuzzy Set dari Proses Clipping “Durasi Siraman Air is Normal (0,4)” ......... 29
Gambar 27 Hasil Fuzzy Set Metode Mamdani untuk keluaran Durasi Siraman Air ..... 29
Gambar 28 Fungsi Keanggotaan Variabel Suhu, Input = 34 C .................................... 34
o
Gambar 29 Fungsi Keanggotaan Jumlah Orang, Input = 37........................................ 35
Gambar 30 Fungsi Keanggotaan Variabel Output Temperatur AC ............................ 37
Gambar 31 Fungsi Keanggotaan Variabel Suhu, Input = 33 C .................................... 38
o
Gambar 32 Fungsi Keanggotaan Variabel Kelembapan, Input = 57% ....................... 38
Gambar 33 Fungsi Keanggotaan Variabel Output Intensitas Lampu ......................... 41

iv