The IRMA Community
Newsletters
Research IRM
Click a keyword to search titles using our InfoSci-OnDemand powered search:
|
Automatic Generation Control of Thermal-Thermal-Hydro Power Systems with PID Controller Using Ant Colony Optimization
Abstract
In this work, Artificial Intelligence (AI) based Ant Colony Optimization (ACO) algorithm is proposed for Load Frequency Control (LFC) of interconnected multi–area hydrothermal power systems. Area 1&2 are thermal power systems and area 3 is a hydro power system, all the areas are interconnected through the appropriate tie-line. Thermal and hydro power plants are applied with reheat turbine and electric governor respectively. Investigated power system initially applied with conventional Proportional-Integral (PI) controller and controller parameters are optimized by using trial and error method considering Integral Time Absolute Error (ITAE) objective function. After that, the system is equipped with Proportional – Integral – Derivative (PID) controller and controller parameters are optimized by using ACO algorithm with ITAE objective function. The superiority of the proposed algorithm has been demonstrated by comparing conventional controller. Finally, The Simulation results of multi-area power system prove the effectiveness of the proposed optimization technique in LFC scheme and show its superiority over conventional PI controller.
Related Content
|
Hendra Wijaya, Zaekhan Zaekhan, Lukman Junaidi, Ning Ima Arie Wardayanie, Yuliasri Ramadhani Meutia, Nona Widharosa, Tita Rosita.
© 2023.
20 pages.
|
|
Sufiati Bintanah, Yuliana Noor Setiawati Ulvie, Hapsari Sulistya Kusuma, Firdananda Fikri Jauharany, Hersanti Sulistyaningrum.
© 2023.
20 pages.
|
|
Diana Nur Afifah, Syafira Noor Pratiwi, Ahmad Ni'matullah Al-Baarri, Denny Nugroho Sugianto.
© 2023.
21 pages.
|
|
Maria Belgis, Nur Fathonah Sadek, Ardiyan Dwi Masahid, Dian Purbasari, Dyah Ayu Savitri.
© 2023.
18 pages.
|
|
Sri Mulyani, Yoyok Budi Pramono, Isti Handayani.
© 2023.
22 pages.
|
|
Dessy Ariyanti, Aprilina Purbasari, Dina Lesdantina, Filicia Wicaksana, Wei Gao.
© 2023.
15 pages.
|
|
Uyi Sulaeman, Ahmad Zuhairi Abdullah, Shu Yin.
© 2023.
19 pages.
|
|
|