Adaptive Power System Protective Relays Based on Multi-Agent System Combined with Conservative Power Theory for Highly penetrated Renewable Energy Resources

Inverter based resources (IBR) such as energy storage and renewable energy generators (REGs) are increasingly integrated into the grid. Typically, the fault current of IBRs are limited to 1.2 to 1.5 per unit. An over current relay designed for a synchronous generator will malfunction if the SG is replaced with an IBR. Thus, it is desirable to have an adaptive protection strategies to deal with various operating conditions due to different penetration level of REGs, topology configuration, and operation modes (grid-connected or islanded). Multiagent system (MAS) has been shown to have unique advantages for power system protection because agents operate autonomously and make decisions based on local information, which improves the speed and accuracy of fault detection. In this paper, we proposed to use MAS in combination with conservative power theory (CPT) for protection scheme to deal with IBR-dominated grid. Since CPT allows current to be decomposed into active, reactive, and void currents, it has better adaptedness in dealing with IBRs. We will show how to design an overcurrent relays and differential relays by means of MAS combined with CPT. The presented cases are some preliminary studies on how advanced power theory can be used to solve protection problems in the modern grid.

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Published
2024-10-15
DOI
https://doi.org/10.1109/ichqp61174.2024.10768690
Citations
1
Primary Topic
Power Systems Fault Detection
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article
Field-Weighted Citation Impact
0.33
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article

Adaptive Power System Protective Relays Based on Multi-Agent System Combined with Conservative Power Theory for Highly penetrated Renewable Energy Resources

Kuo Lung Lian, Po Hao Chen, Jhe-Wei Lin
1 citations
Power Systems Fault Detection
0.33
article

Adaptive Power System Protective Relays Based on Multi-Agent System Combined with Conservative Power Theory for Highly penetrated Renewable Energy Resources

Kuo Lung Lian, Po Hao Chen, Jhe-Wei Lin
article en
1 citations

Abstract

Inverter based resources (IBR) such as energy storage and renewable energy generators (REGs) are increasingly integrated into the grid. Typically, the fault current of IBRs are limited to 1.2 to 1.5 per unit. An over current relay designed for a synchronous generator will malfunction if the SG is replaced with an IBR. Thus, it is desirable to have an adaptive protection strategies to deal with various operating conditions due to different penetration level of REGs, topology configuration, and operation modes (grid-connected or islanded). Multiagent system (MAS) has been shown to have unique advantages for power system protection because agents operate autonomously and make decisions based on local information, which improves the speed and accuracy of fault detection. In this paper, we proposed to use MAS in combination with conservative power theory (CPT) for protection scheme to deal with IBR-dominated grid. Since CPT allows current to be decomposed into active, reactive, and void currents, it has better adaptedness in dealing with IBRs. We will show how to design an overcurrent relays and differential relays by means of MAS combined with CPT. The presented cases are some preliminary studies on how advanced power theory can be used to solve protection problems in the modern grid.

National Taiwan University of Science and Technology (TW)
Affordable and clean energy
Openalex Percentile: Top 39%
Power Systems Fault Detection
0.33
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Adaptive Power System Protective Relays Based on Multi-Agent System Combined with Conservative Power Theory for Highly penetrated Renewable Energy Resources — Kuo Lung Lian, Po Hao Chen, et al. · (2024) | TGRS Research Map | TGRS