Particle Swarm Optimization Algorithm Based Optimization of Steam Turbine Generator and Gas Turbine Generator at Pt. Sriwidjaja Fertilizer

Authors

  • Wiwin A. Oktaviani Department of Universitas Muhammadiyah Palembang, Palembang, Indonesia
  • Taufik Barlian Universitas Muhammadiyah Palembang
  • Azizul Muttaqin Department of Electrical Engineering, Universitas Muhammadiyah Palembang, Palembang, Indonesia
  • Israa Al_barazanchi Baghdad College of Economic Sciences University, Baghdad - Iraq
  • Irfan Ahmad Khurasan University, Nangarhar, Afghanistan

DOI:

https://doi.org/10.59247/jtcis.v1i3.34

Keywords:

Power Generation System Optimization, Bus Syncronizing, Turbine Generator, Particle Swarm Optimization

Abstract

Electricity needs at PT. PUSRI is currently generated by four main generating units in the form of a Gas Turbine Generator (GTG). The three power plants are PUSRI-II (2006-J), PUSRI-III (3006-J), PUSRI-IV (4006-J) each with a capacity of 21.588kVA. PUSRI-IB (5006-J) with a capacity of 26.65kVA. Each unit is operated in parallel via a 13.8 kV syncronizing bus. However, for reasons of generator efficiency at PT. PUSRI with gas costs that are quite expensive will gradually be replaced by a Steam Turbine Generator – Coal (STG-BB) generator. The contribution of this paper uses the Particle Swarm Optimization (PSO) algorithm to find the optimum output (MW) from each generating unit. The results of the PSO calculation provide a better solution performance compared to the real system with the same generated power variation, namely 34.25 (MW) to 37.63 (MW). The cost savings obtained from the comparison between the PSO method and the real output of the system is Rp. 5,180.509 at load 34.25 (MW) and Rp. 6,416.864 at 37.63(MW) load.

Author Biographies

Wiwin A. Oktaviani, Department of Universitas Muhammadiyah Palembang, Palembang, Indonesia

Department of Electrical Engineering, Universitas Muhammadiyah Palembang, Palembang, Indonesia

Taufik Barlian, Universitas Muhammadiyah Palembang

Department of Electrical Engineering, Universitas Muhammadiyah Palembang, Palembang, Indonesia

Azizul Muttaqin, Department of Electrical Engineering, Universitas Muhammadiyah Palembang, Palembang, Indonesia

Department of Electrical Engineering, Universitas Muhammadiyah Palembang, Palembang, Indonesia

Israa Al_barazanchi, Baghdad College of Economic Sciences University, Baghdad - Iraq

Computer Engineering Techniques Department, Baghdad College of Economic Sciences University, Baghdad - Iraq

Irfan Ahmad, Khurasan University, Nangarhar, Afghanistan

Department of Computer Science, Khurasan University, Nangarhar, Afghanistan

Published

2021-12-08

How to Cite

Wiwin A. Oktaviani, Taufik Barlian, Azizul Muttaqin, Israa Al_barazanchi, & Irfan Ahmad. (2021). Particle Swarm Optimization Algorithm Based Optimization of Steam Turbine Generator and Gas Turbine Generator at Pt. Sriwidjaja Fertilizer. Journal of Telecommunication Control and Intelligent System, 1(3). https://doi.org/10.59247/jtcis.v1i3.34

Issue

Vol. 1 No. 3 (2021): Monograph Book of Intellegent System

Section

Monograph Book

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