Data-driven battery health monitoring

• المؤلف الرئيسي: Liu, Xiaoyu
• مؤلفون آخرون: Xu Yan
• التنسيق: Thesis-Master by Coursework
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Electrical and electronic engineering::Electric power
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/143507

With the development of machine learning technology, data-driven methods are widely applied in researching complex systerms. The extreme learning machine (ELM) is one of the most advanced data-driven methods nowadays because of its high accuracy and efficiency. Besides, as the key factors in electri...