Optimizing Microgrid Energy Management Systems with Variable Renewable Energy Penetration: Analysis of Data Loss Effects

Sharmili Das,Zhifang Wang

Lecture notes in networks and systems(2023)

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摘要
This study presents a multi-layered microgrid system with an optimization-based energy management system, where the impact of renewable energy penetration and data loss in battery command is investigated. Data loss in battery command can cause voltage instability, energy supply loss, and increased operational costs in microgrid systems, especially in electricity markets. The simulation results show that on average, more data loss results in higher operational costs, but there are situations where less data loss can be more detrimental to microgrid operation than higher levels of data loss. This research provides valuable insights into the effects of data loss in battery command and its potential economic impact on microgrid operation.
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关键词
microgrid energy management systems,renewable energy penetration,data loss effects,renewable energy
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