A Robust Artificial Bee Colony-Based Load Frequency Control for Hydro-Thermal Interconnected Power System

نویسندگان

چکیده

The presented work examines load frequency control (LFC) to develop the dynamic behavior of power system under different disturbances that have occurred in multi-interconnected systems. An artificial bee colony (ABC) algorithm is proposed design an optimal proportional integral derivative (PID) controller simulating LFC installed a hybrid hydro-thermal interconnected system. approach incorporating ABC employed determine parameters during disturbance applied on one area. time absolute error (ITAE) and exchange violations considered as target be minimized. Moreover, (IAE) sum squared (SSE) are calculated. To prove how model effective, two-interconnected systems wide range operating cases, then compared designed via chef-based optimization (CBOA), seagull (SOA), sine cosine approach. Regarding 5% thermal plant, outperformed other approaches hence achieving best fitness value 1.80936, IAE 3.147938, SSE 0.1787486. On hand, hydro succeeded getting ITAE, IAE, with values 3.43291, 3.630509, 0.5233815, respectively. efficiency prevalence LFC-PID confirmed by achieved results.

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

Load–Frequency Control Assessment using Restoration Index with Artificial Bee Colony Algorithm for Interconnected Power System with Disturbance Accommodation Controller

Based on the concept of Modern Control theory, an optimal robust power system controller for power restoration problem using Disturbance Accommodation theory has been adopted in this paper. This proposed methodology is applied to a Two-Area Two-Unit thermal Reheat Interconnected Power System (TATURIPS) taking into account of Super Conducting Magnetic Energy Storage (SMES) device and Gas Turbine...

متن کامل

Load frequency control of interconnected hydro-thermal power system using conventional pi and fuzzy logic controller

In industry or any area increasing load is a vast problem for power generation plants due to increase in demand for power. So making balance between generation and demand is the operating principle of load frequency control (LFC). The reliable operation of a large interconnected power system necessarily requires an Automatic Generation Control (AGC). The objective of AGC is to regulate the powe...

متن کامل

Application of ANN Technique for Interconnected Power System Load Frequency Control (RESEARCH NOTE)

This paper describes an application of Artificial Neural Networks (ANN) to Load Frequency Control (LFC) of nonlinear power systems. Power systems, such as other industrial processes, have parametric uncertainties that for controller design had to take the uncertainties in to account. For this reason, in the design of LFC controller the idea of robust control theories are being used. To improve ...

متن کامل

Load frequency control of two-area interconnected power system using fuzzy logic control approach

Power systems are composed of power units that are constantly connected to each other and the electric power flux is constantly moving between them. All systems must be implemented in such a way that not only under normal conditions but also unwanted inputs or disturbances, are applied. It also remains stable or returns to a stable name at the earliest possible time. The fundamental factors...

متن کامل

Comparative performance analysis of Artificial Bee Colony algorithm in automatic generation control for interconnected reheat thermal power system

Article history: Received 13 October 2010 Received in revised form 12 February 2012 Accepted 10 March 2012 Available online 15 May 2012

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: Sustainability

سال: 2022

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su142013569