BALANCED LOAD FREQUENCY CONTROL: CUSTOMIZED WORLD CUP ALGORITHM - DRIVEN PID OPTIMIZATION FOR TWO AREA POWER SYSTEMS

Shweta Singh, Vivek Ranjan, Padmaja Tripathy, M. N. Nachappa
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Abstract

Finding a balance between the loads and generating demands in power systems is a significant challenge since power producers require important inputs such as security, reliability and quality. In this study, a unique method for balanced load frequency control (BLFC) is proposed in two-area power systems, integrating a customized World Cup Algorithm (CWCA)-Driven PID optimization. The primary objective is to enhance the stability and performance of power systems. For this purpose, the integral time-multiplied absolute error (ITAE) is minimized by evaluating the objective function using time-domain simulation. The proposed methodology aims to improve the overall response of the control system, ensuring a reliable and stable power supply. Within the scope of two-area power systems with BLFC, simulation results show the effectiveness and resilience of the CWCA-Driven PID Optimization. The outcomes of the proposed PID controller-based CWCA approach are contrasted with the existing methods.
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平衡负载频率控制:为两区电力系统定制的世界杯算法--驱动 PID 优化
在电力系统中寻找负载和发电需求之间的平衡是一项重大挑战,因为电力生产商需要安全、可靠和优质等重要投入。本研究提出了一种在双区电力系统中实现平衡负载频率控制(BLFC)的独特方法,其中集成了定制世界杯算法(CWCA)驱动的 PID 优化。其主要目标是提高电力系统的稳定性和性能。为此,通过时域仿真评估目标函数,使积分时间乘绝对误差(ITAE)最小化。所提出的方法旨在改善控制系统的整体响应,确保可靠稳定的电力供应。在具有 BLFC 的双区电力系统范围内,仿真结果表明了 CWCA 驱动的 PID 优化的有效性和适应性。基于 PID 控制器的 CWCA 方法与现有方法的结果进行了对比。
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CiteScore
1.00
自引率
0.00%
发文量
55
审稿时长
12 weeks
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