Machine learning and control applications for intelligent grids

• المؤلف الرئيسي: Fong, Ye Cheng
• مؤلفون آخرون: Hung Dinh Nguyen
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/176492
• المؤسسة: Nanyang Technological University

In this project, we investigate the capabilities of Gaussian Process Regression (GPR) in predicting power flow parameters in a power grid. Data points are produced with different types of probability distribution, uniform distribution, and Gaussian distribution, for the GPR model to perform on. Addi...