Islanded Microgrid Hybrid Energy Storage Reliability Analysis Strategy Using State Cluster Partitioning

Different topologies and operating states of hybrid energy storage systems have a great impact on the reliability of islanded microgrids, but there is a lack of quantitative evaluation methods. This paper proposes a reliability evaluation strategy of islanded microgrid based on hybrid energy storage systems and state cluster classification. Firstly, according to the topology of lithium battery and bidirectional DC/DC semi-active hybrid energy storage system, combined with Markov theory, the reliability model of 32 states is established, and the state probability of 4 operating modes is obtained after state summary. Then, based on the classification of state clusters of hybrid energy storage system, the reliability evaluation of islanded microgrid with hybrid energy sources is carried out by using minimum load reduction strategy to ensure the overall load power supply. Finally, a numerical example verifies that the state cluster classification reliability model of hybrid energy storage system can improve the reliability index of islanded microgrid compared with lithium battery energy storage system.

Authors

Institutions

Publication Details

Published
2025-06-28
DOI
https://doi.org/10.1109/icipca65645.2025.11138691
Primary Topic
Microgrid Control and Optimization
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Islanded Microgrid Hybrid Energy Storage Reliability Analysis Strategy Using State Cluster Partitioning

Wei Jia, Fan Wang, Wei Pan, Xiaodong Lv
1 links
Microgrid Control and Optimization
article

Islanded Microgrid Hybrid Energy Storage Reliability Analysis Strategy Using State Cluster Partitioning

Wei Jia, Fan Wang, Wei Pan, Xiaodong Lv
article en

Abstract

Different topologies and operating states of hybrid energy storage systems have a great impact on the reliability of islanded microgrids, but there is a lack of quantitative evaluation methods. This paper proposes a reliability evaluation strategy of islanded microgrid based on hybrid energy storage systems and state cluster classification. Firstly, according to the topology of lithium battery and bidirectional DC/DC semi-active hybrid energy storage system, combined with Markov theory, the reliability model of 32 states is established, and the state probability of 4 operating modes is obtained after state summary. Then, based on the classification of state clusters of hybrid energy storage system, the reliability evaluation of islanded microgrid with hybrid energy sources is carried out by using minimum load reduction strategy to ensure the overall load power supply. Finally, a numerical example verifies that the state cluster classification reliability model of hybrid energy storage system can improve the reliability index of islanded microgrid compared with lithium battery energy storage system.

China Southern Power Grid (China) (CN)
Openalex Percentile: Top 71%
Microgrid Control and Optimization
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.