Economic Load Dispatch Unit Pembangkit Termal Mempertimbangkan Penambahan Pembangkit Tenaga Angin Dengan Menggunakan Firefly Algorithm

Ridho Syahrial Ibrahim, Rony Seto Wibowo, Arif Musthofa
Submission Date: 2017-01-17 12:37:39
Accepted Date: 2017-03-17 10:12:42

Abstract


Maraknya isu global warming serta keterbatasan sumber daya alam membuat mulai banyaknya dibangun pembangkit-pembangkit listrik dengan renewable energy, salah satunya adalah pembangkit tenaga angin. Pada jurnal ini, firefly algorithm diterapkan untuk mengoptimasi total biaya pembangkitan 2 buah sistem uji, tanpa dan dengan mempertimbangkan penambahan tenaga angin. Hasil simulasi menunjukkan bahwa dengan penambahan pembangkit tenaga angin ke dalam sistem tenaga listrik, total biaya pembangkitan tidak selalu lebih murah. Selain itu, hasil simulasi juga menunjukkan bahwa firefly algorithm sebagai metode optimasi dapat menyelesaikan permasalahan economic load dispatch (ELD) lebih baik dibandingkan metode lain yang sudah dilakukan, yaitu particle swarm optimization (PSO), bat algorithm (BA), biogeography-based optimization (BBO) dan plant growth simulation algorithm (PGSA) dengan persentase selisih nilai penghematan total biaya berkisar antara 0.32% ($50) hingga 9.27% ($11884).

Keywords


economic load dispatch; firefly algorithm; pembangkit tenaga angin

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