Data analytics and machine learning-based stability assessment of active grids

• 主要作者: Sai Avinash Bavan
• 其他作者: Hung Dinh Nguyen
• 格式: Final Year Project
• 語言: English
• 出版: Nanyang Technological University 2022
• 主題: Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/157415
• 機構: Nanyang Technological University

This project focuses on using Gaussian Process (GP) as a machine learning tool to solve Probabilistic Optimal Power Flow for systems with load uncertainties and renewable sources. It also tests the accuracy and competency of GP-POPF, by the use of different kernels, under the different number of...