Intelligent Frequency Control Mechanism of Renewable Shared Interconnected Power System with Communication Delay

This paper introduces a fuzzy logic-based intelligent frequency control approach for renewable-dominated time-delayed interconnected power systems (IPS). A two-area IPS model including solar, wind, thermal and gas power generators with hydrogen-based energy storage systems is designed. A time delay (TD) of 2 seconds is considered in both areas as well as all the physical constraints and nonlinearities like valve limit, dead bands and rate constraints are also considered in the designing of the plant. A fuzzy logic-driven proportional derivative plus integral (F-PD+I) controller is designed for the load frequency control (LFC) of considered IPS. To select the optimal solution for the proposed F-PD+I controller, a physics-inspired optimization called gradient-based optimizer (GBO) is proposed. The effectiveness of the proposed control scheme is tested over random load variations and the results reveal the superior performance of the F-PD+I controller over PI and PID controllers.

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Publication Details

Published
2024-12-10
DOI
https://doi.org/10.1109/piicon63519.2024.10995151
Citations
1
Primary Topic
Frequency Control in Power Systems
Type
article
Field-Weighted Citation Impact
0.21
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Intelligent Frequency Control Mechanism of Renewable Shared Interconnected Power System with Communication Delay

Vivek Prakash, Pawan Kumar Pathak, Sneha V. Sah, Anil Kumar Yadav
1 citations
Frequency Control in Power Systems
0.21
article

Intelligent Frequency Control Mechanism of Renewable Shared Interconnected Power System with Communication Delay

Vivek Prakash, Pawan Kumar Pathak, Sneha V. Sah, Anil Kumar Yadav
article en
1 citations

Abstract

This paper introduces a fuzzy logic-based intelligent frequency control approach for renewable-dominated time-delayed interconnected power systems (IPS). A two-area IPS model including solar, wind, thermal and gas power generators with hydrogen-based energy storage systems is designed. A time delay (TD) of 2 seconds is considered in both areas as well as all the physical constraints and nonlinearities like valve limit, dead bands and rate constraints are also considered in the designing of the plant. A fuzzy logic-driven proportional derivative plus integral (F-PD+I) controller is designed for the load frequency control (LFC) of considered IPS. To select the optimal solution for the proposed F-PD+I controller, a physics-inspired optimization called gradient-based optimizer (GBO) is proposed. The effectiveness of the proposed control scheme is tested over random load variations and the results reveal the superior performance of the F-PD+I controller over PI and PID controllers.

Banasthali University (IN), Dr. B. R. Ambedkar National Institute of Technology Jalandhar (IN)
Affordable and clean energy
Openalex Percentile: Top 43%
Frequency Control in Power Systems
0.21
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