Post on 14-Oct-2020
DESAIN MAXIMUM POWER POINT TRACKING (MPPT) PADA
PHOTOVOLTAIC DENGAN KONVERTER DC-DC TIPE CUK
MENGGUNAKAN ALGORITMA ARTIFICIAL BEE COLONY
SKRIPSI
Sebagai Persyaratan Guna Meraih Gelar Sarjana
Teknik Elektro Universitas Muhammadiyah Malang
Oleh :
SEPTIAN MUTI NANDA
201310130311046
JURUSAN TEKNIK ELEKTRO
FAKULTAS TEKNIK
UNIVERSITAS MUHAMMADIYAH MALANG
2018
KATA PENGANTAR
Dengan memanjatkan puji syukur kehadirat allah SWT, atas limpahan rahmat
dan hidayah-NYA sehingga peneliti dapat menyelesaikan tugas akhir yang berjudul :
DESAIN MAXIMUM POWER POINT TRACKING (MPPT) PADA
PHOTOVOLTAIC DENGAN KONVERTER DC-DC TIPE CUK
MENGGUNAKAN ALGORITMA ARTIFICIAL BEE COLONY
Dalam penyusunan Tugas akhir ini penulis tidak akan mampu tanpa mendapat
bimbingan dari bapak dan ibu dosen , berkat ketekunan dan kesabaran beliau
akhirnya penulis mampu menyelesaikan tugas akhir ini yang merupakan salah satu
syarat untuk memperoleh gelar Sarjana Teknik.
Penulis menyadari sepenuhnya bahwa dalam penyusunan laporan ini masih
banyak kekurangan , maka saran dan kritik yang bersifat membangun penulis
harapkan untuk perbaikan atas kelemahan dan kekurangan penulis. Semoga laporan
ini dapat berguna dan bermanfaat bagi pembaca. Amin
Malang , 9 Juli 2018
(Septian Muti Nanda)
DAFTAR ISI
HALAMAN JUDUL ............................................................................................. 4
LEMBAR PERSETUJUAN ................................................................................ ii
LEMBAR PENGESAHAN ................................................................................. iii
LEMBAR PERNYATAAN ................................................................................. iv
ABSTRAKSI .......................................................................................................... v
LEMBAR PERSEMBAHAN ............................................................................. vii
KATA PENGANTAR ........................................................................................ viii
DAFTAR ISI ......................................................................................................... ix
DAFTAR GAMBAR ............................................................................................ xi
DAFTAR TABEL .............................................................................................. xiii
BAB I PENDAHULUAN ..................................................................................... 1
Latar Belakang .......................................................................................... 1 1.1
Rumusan Masalah .................................................................................... 2 1.2
Batasan Masalah ....................................................................................... 2 1.3
Tujuan Penelitian ...................................................................................... 2 1.4
Sistematika Penulisan ............................................................................... 3 1.5
BAB II LANDASAN TEORI .............................................................................. 4
2.1 Sel Surya ................................................................................................... 4
2.2 Maximum Power Point Tracking (MPPT) .................................................... 4
2.3 Konverter Dc-Dc Tipe Cuk ....................................................................... 4
2.4 Algoritma Artificial Bee Colony .............................................................. 5
BAB III METODE PENELITIAN DAN PERANCANGAN ........................... 8
3.1 Pemodelan Photovoltaic (PV) ................................................................... 9
3.2 Rangkaian Konverter Dc-Dc Tipe Cuk................................................... 10
3.3 Algoritma Artificial Bee Colony ............................................................ 12
3.4 Pemodelan Simulink MPPT Dengan Artificial Bee Colony................... 21
3.5 Sistem Controller pembanding Tanpa MPPT ......................................... 21
3.6 Sistem Controller Pembanding Perturb And Observe (P&O) ................ 22
3.7 Desain Pengujian Konverter Dc-dc Tipe Cuk ........................................ 24
BAB IV HASIL DAN ANALISA ...................................................................... 26
4.1 Pengujian Rangkaian Konverter Dc-Dc Tipe Cuk.................................. 26
4.1 Pengujian Rangkaian Konverter Dc-Dc Tipe Cuk.................................. 26
4.2 Hasil Pengujian Modul Photovoltaic Menggunakan Algoritma Perturb And
Observe (P&O) ....................................................................................... 29
4.2 Hasil Pengujian Modul Photovoltaic Menggunakan Algoritma Artificial Bee
Colony (ABC) ......................................................................................... 32
4.2 Perbandingan Hasil Output Daya Tanpa MPPT, P&O, dan ABC .......... 34
BAB V PENUTUP .............................................................................................. 36
5.1 Kesimpulan ............................................................................................. 36
5.2 Saran ....................................................................................................... 36
DAFTAR PUSTAKA .......................................................................................... 37
LAMPIRAN ......................................................................................................... 39
DAFTAR GAMBAR
Gambar 2.1 Rangkaian Ekuivalen Konverter Dc-Dc Tipe Cuk .............................. 5
Gambar 2.2 Flowchart Artificial Bee Colony ......................................................... 7
Gambar 3.1 Flowchart Tahap Pembuatan Sistem MPPT........................................ 8
Gambar 3.2 Tampak Luar Modul PV ..................................................................... 9
Gambar 3.3 Pemodelan Rangkaian Panel Surya. .................................................... 9
Gambar 3.4 Blok Parameter Modul PV 4000 Watt. ............................................. 10
Gambar 3.5 Pemodelan Konverter Dc-Dc Tipe Cuk Pada Matlab Simulink. ...... 12
Gambar 3.6 Flowchart Artificial Bee Colony. ...................................................... 20
Gambar 3.7 Sistem Kotroler MPPT Artificial Bee Colony .................................. 21
Gambar 3.8 Rangkaian Simulink PV Tanpa MPPT. ........................................... 22
Gambar 3.9 Rangkaian simulink PV Dengan Perturb and Observe. ................... 23
Gambar 3.10 Desain Simulink Pengujian Cuk Konverter ................................... 25
Gambar 4.1 Hasil Output Pengujian Cuk Konverter ............................................ 26
Gambar 4.2 Daya Output PV Tanpa MPPT .......................................................... 27
Gambar 4.3 Daya Keluaran Konverter Cuk Tanpa MPPT ................................... 28
Gambar 4.4 Arus Output Konverter Cuk Tanpa MPPT ........................................ 28
Gambar 4.5 Tegangan Output Konverter Cuk Tanpa MPPT ................................ 29
Gambar 4.6 Daya Output PV P&O ....................................................................... 30
Gambar 4.7 Daya Keluaran Konverter P&O ........................................................ 30
Gambar 4.8 Arus Output Konverter P&O............................................................. 31
Gambar 4.9 Tegangan Output Konverter P&O .................................................... 31
Gambar 4.10 Daya Keluaran PV dengan Artificial Bee Colony .......................... 32
Gambar 4.11 Daya Output Konverter dengan Artificial Bee Colony ................... 33
Gambar 4.12 Tegangan Output Konverter dengan Artificial Bee Colony............ 33
Gambar 4.13 Arus Output Konverter dengan Artificial Bee Colony.................... 34
Gambar 4.14 Gelombang Daya Output ABC, P&O, dan Tanpa MPPT ............... 35
DAFTAR TABEL
Tabel 3.1 Data Spesifikasi Konverter Dc-dc Tipe Cuk ........................................ 10
Tabel 3.1 Parameter Algoritma Artificial Bee Colony ......................................... 13
Tabel 3.3 Nilai Komponen Cuk Konverter ........................................................... 22
Tabel 4.1 Perbandingan Hasil Output Cuk Konverter .......................................... 27
Tabel 4.2 Data hasil output pada konverter cuk tanpa MPPT............................... 29
Tabel 4.3 Data Hasil Output Pada Konverter Dengan Perturb and Observe ........ 32
Tabel 4.4 Data Hasil Output Konverter Dengan Algoritma ABC ......................... 34
Tabel 4.5 Data hasil Daya output dari Tanpa MPPT, P&O dan ABC .................. 35
DAFTAR LAMPIRAN
Lampiran ........................................................................................................... 39
Lembar asistensi
Cek Plagiasi
Berita Acara
Daftar Pustaka
[1] P. T. Sawant, P. C. Lbhattar, and C. L. Bhattar, “Enhancement of PV System
Based on Artificial Bee Colony Algorithm under dynamic Conditions,” in
2016 IEEE International Conference on Recent Trends in Electronics,
Information & Communication Technology (RTEICT), IEEE Conferences,
2016, pp 1251 - 1255
[2] D. Kumar, and K.Chatterjee, “Artificial Bee Colony based MPPT Algorithm
for Wind Energy Conversion System,” in 2016 IEEE 6th International
Conference on Power Systems (ICPS), IEEE Conferences, 2016.
[3] K. Sundareswaran, P. Sankar, P. S. R. Nayak, S. P. Simon, and S.
Palani,“Enhanced Energy Output From a PV System Under Partial Shaded
Conditions Through Artificial Bee Colony,” in IEEE Transactions On
Sustainable Energy, volume. 6, issue.1, pp. 198 – 209, 2015.
[4] B. Bilal,”Implementation of Artificial Bee Colony Algorithmon Maximum
Power Point Tracking for PV Modules”,in 2013 8th International Symposium
on Advanced Topics in Electrical Engineering (ATEE), IEEE Conferences,
2013.
[5] E. Handawi, M. M. Salem, and Y. Atia, “Design and Control of Cuk
Converter and modified IC MPPT Technique for Off-Grid PV Systems ,” in
International Journal of Applied Engineering Research ISSN, volume. 11, no.
12, pp 7654 – 7661, 2016.
[6] T. Chakrabarti, U. Sharma, S. Manna, T. Chakrabarti, S. K. Sarkar,“Design of
Intelligent Maximum Power Point Tracking (MPPT) technique based on
Swarm Intelligence based Algorithms,” in 2015 International Conference on
Power and Advanced Control Engineering (ICPACE), IEEE Conferences,
2015, pp 173 – 177.
[7] S. Saravanan, N. R. Babu,“Performance Analysis of Boost & Cuk Converter
in MPPT Based PV System”, in 2015 International Conference on Circuit,
Power and Computing Technologies [ICCPCT], IEEE Conferences, 2015.
[8] N. Kumar, I. Hussain, B. Singh, B. K. Panigrahi,“ Maximum power peak
detection of partially shaded PV panel by using intelligent monkey king
evolution algorithm”, in 2016 IEEE International Conference on Power
Electronics, Drives and Energy Systems (PEDES), IEEE Conferences, 2017,
pp 5734 – 5743.
[9] M. R. Rashel, A. Albino, M. Tlemcani, T. C. F. Goncalves, J. Rifath,“
MATLAB Simulink modeling of photovoltaic cells for understanding
shadow effect,” in 2016 IEEE International Conference on Renewable
Energy Research and Applications (ICRERA), IEEE Conferences, 2016, pp
747 – 750.
[10] D. Yazdani, M. R. Meybodi, “A novel Artificial Bee Colony algorithm for
global optimization,” in 2014 4th International Conference on Computer
and Knowledge Engineering (ICCKE), IEEE Conferences, 2014, pp 443 –
448.