Interval forecasting on renewable power generation

• Main Author: Zhou, Ziyan
• Other Authors: Xu Yan
• Format: Final Year Project
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Electric power::Production, transmission and distribution
• Online Access: http://hdl.handle.net/10356/77053
• Institution: Nanyang Technological University

This report aims to predict the solar irradiance with the combination of point value and the interval value. Algorithms in machine learning were used. Solar irradiance dataset was collected from the solar radius situated at NUS Geography Weather Station and it was further divided into training datas...