Smart Grid Data Analytics for Security of Energy Supply

SONI(北爱尔兰系统运营商)最近启动了一项新的五年战略，以确保北爱尔兰的电网可以随时处理95%的可再生能源。这一雄心壮志将在目前清洁能源占比65%的基础上大幅提高。截至2019年，北爱尔兰风力发电装机容量约为1300兆瓦。在峰值系统需求约为1700兆瓦，最小负荷约为500兆瓦的情况下，理论上有时风能可以满足所有系统需求。然而，与风力发电相关的变异性和不确定性以及该技术的性质给运营带来了挑战。在这样的环境下，电力系统运营商需要新的、更智能的工具来应对日益增长的挑战。该项目旨在研究一种智能大数据方法，以提高未来能源网络在输电和配电层面的可靠性和安全性。该项目的目标是：1.熟悉智能电网和分布式可再生能源发电2.熟悉各种系统场景、模型和软件，以增加就业能力3.使用实时测量的大数据分析4.研究编制和报告操作演示文稿的方法5。开发用于显示结果/结果的图形用户界面6。电力系统/智能电网的实时可视化，以帮助决策

SONI (System Operator for Northern Ireland) has recently launched a new five-year strategy to ensure that Northern Ireland's grid can handle 95% renewable energy at any one time. This ambition will see a significant increase from the current 65% clean energy in the mix. As of 2019, Northern Ireland has installed about 1300 MW of wind power generation capacity. With a peak system demand of circa 1700 MW and min load of circa 500 MW, wind could, at times, theoretically supply all of the system demand. However, the variability and uncertainty associated with wind power generation and the nature of the technology create operational challenges. In such an environment, new, more intelligent tools are needed by the power system operator to deal with the increased challenges.The project intends to investigate an intelligent big data approach to improve the reliability and security of future energy networks, at the transmission level as well as the distribution level. The objectives of the project are:1. To become familiar with smart grid and distributed renewable generation 2. To become familiar with various system scenarios, models and software to increase employability3. Big data analytics using real-time measurements4. Investigate a methodology to compile and reports for operational presentation5. Develop graphical user interface for displaying results/findings6. Real-time visualisation of power systems/smart grid to assist decision making