Data driven modeling and optimization of energy systems

• المؤلف الرئيسي: Zhang, Chuan
• مؤلفون آخرون: Alessandro Romagnoli
• التنسيق: Theses and Dissertations
• اللغة: English
• منشور في: 2019
• الموضوعات: DRNTU::Engineering::Mechanical engineering::Energy conservation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/100897; http://hdl.handle.net/10220/48563
• المؤسسة: 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...