Journal of Telecommunication Control and Intelligent System
Vol. 1 No. 3 (2021): Monograph Book of Intellegent System

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

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)

Article Info

Publish Date
08 Dec 2021

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.

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Journal Info
Journal of Telecommunication Control and Intelligent System
Website

Abbrev

jtcis

Publisher

Peneliti Teknologi Teknik Indonesia

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering Mathematics

Description

JTCIS (Journal of Telecommunication Control and Intelligent Systems) is a high-level academic series publication in theory in Control, Telecommunications, and Intelligent Systems covering antenna design engineering, telecommunications engineering, intelligent systems engineering, embedded control ...