Data driven modeling and optimization of energy systems

• Main Author: Zhang, Chuan
• Other Authors: Alessandro Romagnoli
• Format: Theses and Dissertations
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Mechanical engineering::Energy conservation
• Online Access: https://hdl.handle.net/10356/100897; http://hdl.handle.net/10220/48563
• Institution: Nanyang Technological University

Recent advances in data science and machine learning bring new opportunities for the modeling and optimization of energy system. Applications of machine learning models in energy system modeling and optimization are explored in the thesis. It is found that through the combination of feature engineer...