Data-driven Wide-area System Strength Monitoring under Weak Grid Conditions

弱电网条件下数据驱动的广域系统强度监测

• 批准号: DE220100044
• 负责人: Dr Yuchen Zhang
• 金额: $ 29.7万
• 依托单位: The University of New South Wales
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Early Career Researcher Award
• 财政年份: 2022
• 资助国家: 澳大利亚
• 起止时间: 2022-01-01 至 2024-12-31
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DE220100044
• 关键词: Data; driven; Wide; area; System

This project aims to investigate and evolve the system strength assessment framework to suit weak electricity grids with substantial renewable sources. It expects to develop a digitalized approach where comprehensive metric indices are estimated by an innovative data-driven system to realize real-time wide-area system strength assessment under weak grid conditions. Advanced methods will also be developed to bridge the gap between data science and energy system applications. The new suite of next-gen metrics and data-driven techniques will offer the world’s most innovative renewable energy products with desired grid support capability and low system strength operability, that would smooth the transition towards low-carbon electricity future.

该项目旨在研究和发展系统强度评估框架，以适应具有大量可再生能源的弱电网。它希望开发一种数字化方法，通过创新的数据驱动系统估计综合度量指标，以实现弱电网条件下的实时广域系统强度评估。还将开发先进的方法来弥合数据科学和能源系统应用之间的差距。新的下一代指标和数据驱动技术套件将提供世界上最具创新性的可再生能源产品，具有理想的电网支持能力和低系统强度可操作性，这将使未来向低碳电力的过渡更加顺利。