A bi-level distributed optimization approach for weakly interconnected networked microgrids

A bi-level distributed optimization for networked micro-grids with weak interconnection is presented. In the upper-level, the scheduling model of the networked micro-grids is optimized by the alternating direction method of multipliers (ADMM) to reduce the operation cost. The lower-level internal optimization model of micro-grid based on cooperative game is solved by particle swarm optimization (PSO) to minimize the cost. This optimization approach can enhance the economy and reliability of networked micro-grids, achieving effective cooperative control and management.

Authors

Institutions

Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1117/12.3049390
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

A bi-level distributed optimization approach for weakly interconnected networked microgrids

Jingying Wan, Zhen Xiang, Shan Huang, Yingjie Tan et al.
Microgrid Control and Optimization
article

A bi-level distributed optimization approach for weakly interconnected networked microgrids

Jingying Wan, Zhen Xiang, Shan Huang, Yingjie Tan, Hao Bai, Liang Zhang, Bo Lin
article en

Abstract

A bi-level distributed optimization for networked micro-grids with weak interconnection is presented. In the upper-level, the scheduling model of the networked micro-grids is optimized by the alternating direction method of multipliers (ADMM) to reduce the operation cost. The lower-level internal optimization model of micro-grid based on cooperative game is solved by particle swarm optimization (PSO) to minimize the cost. This optimization approach can enhance the economy and reliability of networked micro-grids, achieving effective cooperative control and management.

China Southern Power Grid (China) (CN)
Openalex Percentile: Top 79%
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.