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

该项目旨在调查和发展系统强度评估框架，以适应具有大量可再生能源的薄弱电网。它希望开发一种数字化的方法，通过创新的数据驱动系统来估计综合指标，以实现弱网格条件下的实时广域系统强度评估。还将开发先进的方法，以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，具有所需的电网支持能力和较低的系统强度可操作性，将为未来向低碳电力过渡铺平道路。

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.