Development of data-driven method for capacity estimation and prognosis for lithium-ion batteries

• Main Author: Koul, Akhilesh
• Other Authors: Xu Yan
• Format: Thesis-Master by Research
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/137313
• Institution: Nanyang Technological University

With an ongoing transition from traditional energy sources to renewable energy sources, which inherently are intermittent in nature, the electrical energy storage is becoming more and more important for managing energy production and demand. Due to this, lithium-ion batteries have emerged as the key...