A Novel Microgrid Energy Management Method Based on Hierarchical Timed Colored Petri Net Under Multiple Natural Scenarios

In order to explore the operational characteristics of the microgrid in different natural scenarios, this paper proposes an energy management method for the wind-solarstorage microgrid based on hierarchical timed colored Petri net (HTCPN). Firstly, the model of HTCPN is constructed according to the actual operation mode of the microgrid. Secondly, a region's typical environment and load information in four seasons are used as the input data of the model. A wide range of simulation experiments is performed on CPN TOOLS platform to reduce interference from randomness. Then, the operating costs of the model and the output power of each unit within it are obtained. Finally, based on the output data, four evaluation indexes are calculated to quantitatively analyze the operation characteristics of the microgrid. The results of simulation experiments indicate that this method can effectively reflect the distinctive operational characteristics of the microgrid in different scenarios. Moreover, by automatically simulating the operation of a practical microgrid, the operational status of units can be observed.

Authors

Institutions

Publication Details

Published
2024-12-13
DOI
https://doi.org/10.1109/icpes63746.2024.10856651
Primary Topic
Smart Grid Security and Resilience
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Novel Microgrid Energy Management Method Based on Hierarchical Timed Colored Petri Net Under Multiple Natural Scenarios

Hong Zhang, Juntao Hu, Mi Zhao
Smart Grid Security and Resilience
article

A Novel Microgrid Energy Management Method Based on Hierarchical Timed Colored Petri Net Under Multiple Natural Scenarios

Hong Zhang, Juntao Hu, Mi Zhao
article en

Abstract

In order to explore the operational characteristics of the microgrid in different natural scenarios, this paper proposes an energy management method for the wind-solarstorage microgrid based on hierarchical timed colored Petri net (HTCPN). Firstly, the model of HTCPN is constructed according to the actual operation mode of the microgrid. Secondly, a region's typical environment and load information in four seasons are used as the input data of the model. A wide range of simulation experiments is performed on CPN TOOLS platform to reduce interference from randomness. Then, the operating costs of the model and the output power of each unit within it are obtained. Finally, based on the output data, four evaluation indexes are calculated to quantitatively analyze the operation characteristics of the microgrid. The results of simulation experiments indicate that this method can effectively reflect the distinctive operational characteristics of the microgrid in different scenarios. Moreover, by automatically simulating the operation of a practical microgrid, the operational status of units can be observed.

Shihezi University (CN)
Affordable and clean energy
Openalex Percentile: Top 68%
Smart Grid Security and Resilience
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.