Optimization of Distributed Generation Placement and Capacity Using Flower Pollination Algorithm Method

نویسندگان

چکیده

The need for energy, especially electricity is increasing along with the development of technology. An increase in electrical load and location powerplant far causes voltage drops power line losses. One solution can be chosen by adding a distributed generation (DG) to distribution network. This study aims enhance profile reduce losses based on optimal placement capacity DG-based photovoltaic (PV) Bantul Feeder 05 flower pollination algorithm (FPA) method used determine DG capacity. was conducted using three additional scenarios, namely scenario 1 single 2 multi-DG (2 3 DG). results showed that were buses 9, 19, 33 sizes 1.880 kW, 2.550 2.300 respectively. active loss from 439.8 kW 77.5 kW. research also considers reliability system observe energy not supplied cost index.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Flower Pollination Algorithm for Global Optimization

Flower pollination is an intriguing process in the natural world. Its evolutionary characteristics can be used to design new optimization algorithms. In this paper, we propose a new algorithm, namely, flower pollination algorithm, inspired by the pollination process of flowers. We first use ten test functions to validate the new algorithm, and compare its performance with genetic algorithms and...

متن کامل

Linear antenna array optimization using flower pollination algorithm

Flower pollination algorithm (FPA) is a new nature-inspired evolutionary algorithm used to solve multi-objective optimization problems. The aim of this paper is to introduce FPA to the electromagnetics and antenna community for the optimization of linear antenna arrays. FPA is applied for the first time to linear array so as to obtain optimized antenna positions in order to achieve an array pat...

متن کامل

Assembly sequence optimization using a flower pollination algorithm-based approach

One of the important decisions in assembly process planning is determination of assembly sequence. Choice of the optimum sequence is made difficult due to various reasons. There are various precedence constraints and optimization criteria. Moreover, a product may be possible to assemble in many alternative ways following different sequences, thus making assembly sequence optimization a multi-mo...

متن کامل

Optimal Placement and Sizing of Multiple Renewable Distributed Generation Units Considering Load Variations Via Dragonfly Optimization Algorithm

The progression towards smart grids, integrating renewable energy resources, has increased the integration of distributed generators (DGs) into power distribution networks. However, several economic and technical challenges can result from the unsuitable incorporation of DGs in existing distribution networks. Therefore, optimal placement and sizing of DGs are of paramount importance to improve ...

متن کامل

Optimal Placement and Sizing of Distributed Generation Via an Improved Nondominated Sorting Genetic Algorithm II

The use of distributed generation units in distribution networks has attracted the attention of network managers due to its great benefits. In this research, the location and determination of the capacity of distributed generation (DG) units for different purposes has been studied simultaneously. The multi-objective functions in the optimization model are reducing system line losses; reducing v...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: JITEKI : Jurnal Ilmiah Teknik Elektro Komputer dan Informatika

سال: 2021

ISSN: ['2338-3062']

DOI: https://doi.org/10.26555/jiteki.v7i1.20586