Fast computation for power system dynamic security assessment

电力系统动态安全评估快速计算

• 批准号: 2902465
• 金额: --
• 依托单位: University of Strathclyde
• 依托单位国家: 英国
• 项目类别: Studentship
• 财政年份: 2023
• 资助国家: 英国
• 起止时间: 2023 至 无数据
• 项目状态: 未结题
• 来源: https://gtr.ukri.org/projects?ref=studentship-2902465
• 关键词: Fast; computation; power; system; dynamic

Power systems are nonlinear, dynamical complex systems. The integration of intermittent renewable and non-synchronous generation in power systems is increasing globally due to climate change and also other technical economic and social reasons. This increases the uncertainty and complexity related to the already demanding task of power system stability analysis, potentially increasing the risk of instability and consequently blackouts. This project is aiming at using Artificial Intelligence (AI) technology to deal with the increasing complexity and uncertainty in the assessment of power system stability and dynamic performance in general. It will also explore methods to speed up the process of dynamic security assessment, outside of the use of artificial intelligence.

电力系统是非线性、动态的复杂系统。由于气候变化以及其他技术经济和社会原因，间歇性可再生能源和异步发电在电力系统中的整合在全球范围内不断增加。这增加了与电力系统稳定性分析本已艰巨的任务相关的不确定性和复杂性，可能增加不稳定的风险，从而增加停电的风险。该项目旨在利用人工智能（AI）技术来应对电力系统稳定性和动态性能评估中日益增加的复杂性和不确定性。除了使用人工智能之外，它还将探索加快动态安全评估过程的方法。