Rule-Based Adaptive Frequency Regulation With Real Stochastic Model Intermittency in a Restructured Power System

10Citations
Citations of this article
9Readers
Mendeley users who have this article in their library.

This article is free to access.

Abstract

The increased deployment of renewable energy in power networks makes it necessary to maintain equilibrium between generation and demand due to their intermittent behavior. However, numerous strategies, including load shedding, load shifting, and energy storage technologies, can also be utilized to meet the increasing demand for load. This article proposes a course of action based on demand response (DR), which prioritizes demand-side monitoring, within the automatic generation control paradigm. A rule-based fractional control scheme with a two-degree-of-freedom topology is developed for the frequency regulation of a deregulated identical hybrid two-area power system in a DR framework. A quasi-oppositional Harris Hawks optimization is investigated along with the proposed controller to tune the controller coefficients adaptively. A thorough examination of the preferred system, including the DR approach, significantly enhances the frequency regulation services and offers a significant improvement over conventional frequency regulation in terms of system dynamics. Research is further enhanced by considering natural random time delay in the DR framework to analyze the dynamic behavior of the system. An experimental evaluation using the OPAL-RT 5700 is presented to verify the practicality of the suggested technique for intermittent sources and loads.

References Powered by Scopus

Very-Short-Term Probabilistic Wind Power Forecasts by Sparse Vector Autoregression

264Citations
N/AReaders
Get full text

Utilizing electric vehicles for LFC in restructured power systems using fractional order controller

255Citations
N/AReaders
Get full text

Improved Sliding Mode Design for Load Frequency Control of Power System Integrated an Adaptive Learning Strategy

213Citations
N/AReaders
Get full text

Cited by Powered by Scopus

A Resilient Frequency Regulation for Enhancing Power System Security Against Hybrid Cyber-Attacks

8Citations
N/AReaders
Get full text

Intelligent Load Forecasting and Renewable Energy Integration for Enhanced Grid Reliability

8Citations
N/AReaders
Get full text

Advancing Electric Vehicle Charging Ecosystems With Intelligent Control of DC Microgrid Stability

6Citations
N/AReaders
Get full text

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Cite

CITATION STYLE

APA

Saxena, A., Shankar, R., Zaabi, O. A., Hosani, K. A., & Muduli, U. R. (2024). Rule-Based Adaptive Frequency Regulation With Real Stochastic Model Intermittency in a Restructured Power System. IEEE Transactions on Industrial Informatics, 20(2), 2907–2919. https://doi.org/10.1109/TII.2023.3299422

Readers over time

‘23‘2402468

Readers' Seniority

Tooltip

PhD / Post grad / Masters / Doc 3

100%

Readers' Discipline

Tooltip

Arts and Humanities 1

50%

Engineering 1

50%

Save time finding and organizing research with Mendeley

Sign up for free
0