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Jurnal Teknik ITS
Article . 2016 . Peer-reviewed
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ECONOMIC DISPATCH UNTUK SISTEM KELISTRIKAN MICROGRID DENGAN ENERGY STORAGE BERBASIS ADAPTIVE PARTICLE SWARM OPTIMIZATION

Authors: Nugroho Wicaksono; Rony Seto Wibowo; Heri Suryoatmojo;

ECONOMIC DISPATCH UNTUK SISTEM KELISTRIKAN MICROGRID DENGAN ENERGY STORAGE BERBASIS ADAPTIVE PARTICLE SWARM OPTIMIZATION

Abstract

Perkembangan ilmu pengetahuan dan teknologi membawa pengaruh akan meningkatnya kebutuhan akan daya listrik, namun ketersediaan sumber energi konvensional (fossil) semakin menipis yang tentunya akan berdampak pada tingkat ketahanan listrik. Oleh karenanya diperlukan pembangkit-pembangkit tersebar berskala kecil (microgrid). Pembangkit tersebar ini diupayakan bersumber pada energi terbarukan dengan meminimalkan pemakaian dari sumber energi konvensional serta digunakan energy storage untuk power balance. Oleh karena adanya microgrid ini maka penting untuk menentukan besarnya pembangkitan daya listrik yang optimal dari masing-masing pembangkit dan kapasitas optimal energy storage sehingga kebutuhan daya listrik dapat dipenuhi dengan biaya yang optimal. Pada penelitian ini dilakukan analisis mengenai economic dispatch di dalam pengoperasian sistem kelistrikan microgrid dengan energy storage. Algoritma APSO digunakan untuk memecahkan masalah minimalisasi total biaya sistem. Simulasi komputer menggunakan Matlab dilakukan untuk menunjukkan efektivitas dari metodologi yang diusulkan dan dampak dari harga dan sistem penyimpanan pada economic dispatch. Hasil simulasi menunjukkan bahwa penggunaan metode APSO untuk ED pada sistem kelistrikan microgrid memiliki performa kecepatan konvergensi yang lebih baik dibanding metode PSO dan dengan pemanfaatan energy storage pada sistem memberikan dampak penghematan biaya operasi.

Keywords

Technology, Microgrid, Artificial Intelligence, T, Energy Storage, TA1-2040, Engineering (General). Civil engineering (General), Economic Dispatch (ED), Adaptive Particle Swarm Optimization

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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