Machine learning-based load estimation model for a research office

• 主要作者: Mok, Jia Cheng
• 格式: Final Year Project / Dissertation / Thesis
• 出版: 2024
• 主题: T Technology (General); TD Environmental technology. Sanitary engineering; TK Electrical engineering. Electronics Nuclear engineering
• 在线阅读: http://eprints.utar.edu.my/6862/1/3E_1906647_FYP_report_%2D_JIA_CHENG_MOK.pdf; http://eprints.utar.edu.my/6862/

This project addresses the challenge of load forecasting in research offices, where uneven energy usage leads to inefficient load management. Most effective models require extensive data inputs, such as weather and economic variables, which are not always available. Additionally, most models are s...