Security Constrained Unit Commitment Considering Ramp Rate and Transmission Line Losses Using Binary Particle Swarm Optimization Based on IEEE 30 Bus System

Ni Ketut Aryani, Dimas Fajar Uman Putra, Elpha Aulia Arifin, Ahmad Saad Daroini

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

The amount of power generation every time changes according to load demand. In order to get the optimal amount of power generation, a unit commitment study is needed with the aim of obtaining a combination of generation that meets the demand at the cheapest cost. In the calculation of the Unit Commitment, there are constraints that must be considered, Those are the minimum up and down time, spinning reverse, ramp rate, power balance, start-up cost, and power balance. To get a combination of generators that meet the required limits, there are several artificial intelligence algorithms approach, one of the algorithms is Binary Particle Swarm Optimization (BPSO). In this paper, a unit commitment study will be implemented on IEEE 30 bus system by considering ramp rate and transmission line power losses using the Binary Particle Swarm Optimization (BPSO) algorithm to obtain the most optimal combination of generation with the lowest generation costs.

Original languageEnglish
Title of host publicationProceedings - 2019 International Seminar on Intelligent Technology and Its Application, ISITIA 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages132-137
Number of pages6
ISBN (Electronic)9781728137490
DOIs
Publication statusPublished - Aug 2019
Event2019 International Seminar on Intelligent Technology and Its Application, ISITIA 2019 - Surabaya, Indonesia
Duration: 28 Aug 201929 Aug 2019

Publication series

NameProceedings - 2019 International Seminar on Intelligent Technology and Its Application, ISITIA 2019

Conference

Conference2019 International Seminar on Intelligent Technology and Its Application, ISITIA 2019
Country/TerritoryIndonesia
CitySurabaya
Period28/08/1929/08/19

Keywords

  • BPSO
  • Ramp Rate
  • Transmission line losses
  • Unit Commitment

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