Acerca de este Curso

16,259 vistas recientes
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio
Aprox. 23 horas para completar
Inglés (English)

Qué aprenderás

  • H​ow to implement state-of-health (SOH) estimators for lithium-ion battery cells

Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio
Aprox. 23 horas para completar
Inglés (English)

Instructor

ofrecido por

Placeholder

Universidad de Colorado en Boulder

Placeholder

Sistema Universitario de Colorado

Comienza a trabajar para obtener tu maestría

This curso is part of the 100% online Master of Science in Electrical Engineering from Universidad de Colorado en Boulder. If you are admitted to the full program, your courses count towards your degree learning.

Programa - Qué aprenderás en este curso

Semana
1

Semana 1

4 horas para completar

How does lithium-ion cell health degrade?

4 horas para completar
8 videos (Total 89 minutos), 12 lecturas, 7 cuestionarios
8 videos
4.1.2: What changes as a cell ages?16m
4.1.3: Negative-electrode aging processes at particle surface16m
4.1.4: Negative-electrode aging processes in bulk and composite electrode9m
4.1.5: Positive-electrode aging processes10m
4.1.6: Sensitivity of cell voltage to changes in equivalent series resistance (ESR)17m
4.1.7: Sensitivity of cell voltage to changes in cell total capacity9m
4.1.8: Summary of "How does lithium-ion cell health degrade?"; what next?2m
12 lecturas
Notes for lesson 4.1.11m
Frequently asked questions5m
Course resources5m
How to use discussion forums5m
Earn a course certificate5m
Notes for lesson 4.1.21m
Notes for lesson 4.1.31m
Notes for lesson 4.1.41m
Notes for lesson 4.1.51m
Notes for lesson 4.1.61m
Notes for lesson 4.1.71m
Notes for lesson 4.1.81m
7 ejercicios de práctica
Practice quiz for lesson 4.1.29m
Practice quiz for lesson 4.1.39m
Practice quiz for lesson 4.1.49m
Practice quiz for lesson 4.1.59m
Practice quiz for lesson 4.1.615m
Practice quiz for lesson 4.1.79m
Quiz for week 145m
Semana
2

Semana 2

4 horas para completar

Total-least-squares battery-cell capacity estimation

4 horas para completar
7 videos (Total 68 minutos), 7 lecturas, 7 cuestionarios
7 videos
4.2.2: How to find the ordinary-least-squares solution as a benchmark9m
4.2.3: Making the ordinary-least-squares solution computationally efficient12m
4.2.4: Setting up weighted total-least-squares solution11m
4.2.5: Finding the solution to a weighted total-least-squares problem10m
4.2.6: Confidence intervals on least-squares solutions11m
4.2.7: Summary of "Total-least-squares battery-cell capacity estimation"; what next?2m
7 lecturas
Notes for lesson 4.2.11m
Notes for lesson 4.2.21m
Notes for lesson 4.2.31m
Notes for lesson 4.2.41m
Notes for lesson 4.2.51m
Notes for lesson 4.2.61m
Notes for lesson 4.2.71m
7 ejercicios de práctica
Practice quiz for lesson 4.2.19m
Practice quiz for lesson 4.2.215m
Practice quiz for lesson 4.2.315m
Practice quiz for lesson 4.2.49m
Practice quiz for lesson 4.2.515m
Practice quiz for lesson 4.2.615m
Quiz for week 245m
Semana
3

Semana 3

4 horas para completar

Simplified total-least-squares battery-cell capacity estimates

4 horas para completar
7 videos (Total 64 minutos), 7 lecturas, 7 cuestionarios
7 videos
4.3.2: Making simplified solution computationally efficient6m
4.3.3: Defining geometry for approximate full solution to weighted total least squares12m
4.3.4: Finding appropriate cost function for approximate full solution to WTLS problem8m
4.3.5: Finding solution to the AWTLS problem10m
4.3.6: Adding fading memory8m
4.3.7: Summary of "Simplified total-least-squares battery-cell capacity estimates"; what next?4m
7 lecturas
Notes for lesson 4.3.11m
Notes for lesson 4.3.21m
Notes for lesson 4.3.31m
Notes for lesson 4.3.41m
Notes for lesson 4.3.51m
Notes for lesson 4.3.61m
Notes for lesson 4.3.71m
7 ejercicios de práctica
Practice quiz for lesson 4.3.115m
Practice quiz for lesson 4.3.220m
Practice quiz for lesson 4.3.39m
Practice quiz for lesson 4.3.49m
Practice quiz for lesson 4.3.515m
Practice quiz for lesson 4.3.615m
Quiz for week 345m
Semana
4

Semana 4

4 horas para completar

How to write code for the different total-capacity estimators

4 horas para completar
6 videos (Total 70 minutos), 6 lecturas, 6 cuestionarios
6 videos
4.4.2: Demonstrating Octave code for HEV: Scenario 121m
4.4.3: Demonstrating Octave code for HEV: Scenarios 2–37m
4.4.4: Demonstrating Octave code for BEV: Scenario 16m
4.4.5: Demonstrating Octave code for BEV: Scenarios 2–310m
4.4.6: Summary of "How to write code for the different total-capacity estimators"; what next?9m
6 lecturas
Notes for lesson 4.4.11m
Notes for lesson 4.4.21m
Notes for lesson 4.4.31m
Notes for lesson 4.4.41m
Notes for lesson 4.4.51m
Notes for lesson 4.4.61m
6 ejercicios de práctica
Practice quiz for lesson 4.4.115m
Practice quiz for lesson 4.4.215m
Practice quiz for lesson 4.4.315m
Practice quiz for lesson 4.4.415m
Practice quiz for lesson 4.4.515m
Quiz for week 445m

Reseñas

Principales reseñas sobre BATTERY STATE-OF-HEALTH (SOH) ESTIMATION

Ver todas las reseñas

Acerca de Programa especializado: Algorithms for Battery Management Systems

Algorithms for Battery Management Systems

Preguntas Frecuentes

¿Tienes más preguntas? Visita el Centro de Ayuda al Alumno.