Minimizing Of The Losses And The Cost Of Standalone Photovoltaic Generation System (PVGS) With Consideration Of Solar Radiation Probability Using Firefly Algorithm, (A Case Study Of Tomia Island, Wakatobi, South-East Sulawesi,Indonesia)

Elsayed Shiybahelhamd Abdelwareth, Mohamed (2020) Minimizing Of The Losses And The Cost Of Standalone Photovoltaic Generation System (PVGS) With Consideration Of Solar Radiation Probability Using Firefly Algorithm, (A Case Study Of Tomia Island, Wakatobi, South-East Sulawesi,Indonesia). Masters thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

Renewable energy resources are the appropriate alternatives for traditional resources to meet the increasing energy consumption. Increasing of the CO2 level made researchers searching for integration of using renewable energy resources, researchers add these renewable energy sources to be an addition to the traditional fossil-based resources create Hybrid Renewable Energy Systems. This research presents a real case study in Tomia Island, South-East of Sulawesi, Indonesia. The purpose is to decrease the running time of the Diesel Generator (DG) by injecting Photovoltaic (PV) system with batteries to the network, and optimize this system by using one of the optimization methods which can minimize the operation and maintenance costs, decreasing the losses in a radial network using feeder reconfiguration or DG allocation method to satisfy the load, we use Liu and Jordan method to calculate the hourly solar radiation. Firefly Algorithm (FA) is one of the optimization methods which is one of the Artificial Intelligence (AI) methods and can be used to optimize the system. In addition to calculate the CO2 emissions from the DG and study the effect of adding the Photovoltaic Generation System (PVGS). In the end, making a study of using wind turbine instead of DG in Tomia island to study its effect in the operation of the system, output power at each location and the cost, to make a clean generation system in this Island.

Item Type:	Thesis (Masters)
Additional Information:	RTE 621.312 44 Abd m-1 • 2020
Uncontrolled Keywords:	(emisi CO2, Sistem Photovoltaic, metode optimisasi, meminimalkan kerugian dalam jaring, jaring Radial, algoritma Firefly, , turbin angin)
Subjects:	A General Works > AC Collections. Series. Collected works A General Works > AC Collections. Series. Collected works
Divisions:	Faculty of Electrical Technology > Electrical Engineering > 20101-(S2) Master Thesis
Depositing User:	Mohamed Elsayed Shiybahelhamd Abdelwareth
Date Deposited:	14 Mar 2025 07:44
Last Modified:	14 Mar 2025 07:44
URI:	http://repository.its.ac.id/id/eprint/76381

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