電池狀態量測

臺北科技大學 115-1 學期課程，課號 363382。

課程大綱

This course takes lithium-ion batteries as an example. It introduces current research challenges of lithium-ion batteries’ applications (i.e., electrical vehicles (EVs) and power grids). It then investigates battery system identification approaches, battery state-of-charge (SOC) estimation algorithms, battery state-of-health (SOH) prognosis algorithms, and related control theories. This course is set targeting institute students, where the goal of this course is to help them gain necessary domain knowledge, develop simulation and implementation skills, and improve their capabilities of reading and reporting journal papers.

課程進度

Week 1: Introduction Week 2: Background Knowledge Week 3: Battery Dynamics Week 4: Battery Dynamics Week 5: Battery Cell Modeling and Simulation Week 6: Battery Cell Modeling and Simulation Week 7: Midterm I Week 8: Midterm I Week 9: Battery State-of-Charge Estimation and Simulation Week 10: Battery State-of-Charge Estimation and Simulation Week 11: Battery State-of-Health Estimation and Simulation Week 12: Battery State-of-Health Estimation and Simulation Week 13: Battery Pack Modeling and Simulation Week 14: Thermal Model Week 15: Midterm II Week 16: Midterm II Week 17-18: Self-directed project.

評量方式

Midterm I: 35%, Midterm II: 35%, Participation: 30%, Weeks 17-18: These sessions do not count toward the final grade.

教材

【遵守智慧財產權觀念，請使用正版教科書，不得使用非法影印教科書】 使用外文原文書：是 Textbook: Gregory L. Plett, "Battery Management Systems, Volume I: Battery Modeling," Artech House, 2015. Gregory L. Plett, "Battery Management Systems, Volume II: Equivalent-Circuit Methods," Artech House, 2015.