MathWorks - Mobile View
  • Inicie sesión con su cuenta de MathWorksInicie sesión con su cuenta de MathWorks
  • Access your MathWorks Account
    • Mi Cuenta
    • Mi perfil de la comunidad
    • Asociar Licencia
    • Cerrar sesión
  • Productos
  • Soluciones
  • Educación
  • Soporte
  • Comunidad
  • Eventos
  • Obtenga MATLAB
MathWorks
  • Productos
  • Soluciones
  • Educación
  • Soporte
  • Comunidad
  • Eventos
  • Obtenga MATLAB
  • Inicie sesión con su cuenta de MathWorksInicie sesión con su cuenta de MathWorks
  • Access your MathWorks Account
    • Mi Cuenta
    • Mi perfil de la comunidad
    • Asociar Licencia
    • Cerrar sesión

Vídeos y webinars

  • MathWorks
  • Vídeos
  • Videos Home
  • Buscar
  • Videos Home
  • Buscar
  • Contáctese con ventas
  • Software de prueba
  Register to watch video
  • Description
  • Related Resources

Building Battery State-of-Health Estimation Pipelines for Electrified Vehicles

Nilesh Kulkarni, NIO Inc.

This talk gives an overview of battery state-of-health (SOH) estimation and prognostics modeling that uses data generated from the vehicle model in the cloud. The vehicle model is comprised of a Simulink® based electric vehicle model that includes Li-Ion cell chemistry-based battery models. While building battery state-of-health pipelines, it is difficult to capture real data from the vehicle in various driving conditions. We took the approach to leverage a calibrated Li-Ion Cell Chemistry model to generate the required data in various driving conditions. We pushed this data to the cloud, then had the data pipelines pick this data and do all the downstream processing. This enabled us to build the data pipelines and the analytics stack without having extensive vehicle data. As we have now started getting real data, we are validating this analytics stack. This talk also discusses leveraging the Simulink code-generation feature to generate C-code and its feasibility for real-time in-vehicle SOH estimation.

Recorded: 30 Apr 2019

Related Products

  • Simulink
  • Simulink Coder

Learn More

View slides
See all proceedings from MathWorks Automotive Conference 2019
Related Information
Request Trial

Feedback

Featured Product

Simulink

  • Request Trial
  • Get Pricing

Up Next:

0:57
Using MATLAB and Simulink for EcoCAR at The Ohio State...

Related Videos:

26:09
MATLAB and Simulink as Building Blocks for Functional...
21:26
Building Competency for In House Development with Model...
7:58
PLL Design and Verification Using Data Sheet Specifications...
2:45
Penn State Teaches Students Automotive Control

View more related videos

MathWorks - Domain Selector

Select a Web Site

Choose a web site to get translated content where available and see local events and offers. Based on your location, we recommend that you select: .

Select web site

You can also select a web site from the following list:

How to Get Best Site Performance

Select the China site (in Chinese or English) for best site performance. Other MathWorks country sites are not optimized for visits from your location.

Americas

  • América Latina (Español)
  • Canada (English)
  • United States (English)

Europe

  • Belgium (English)
  • Denmark (English)
  • Deutschland (Deutsch)
  • España (Español)
  • Finland (English)
  • France (Français)
  • Ireland (English)
  • Italia (Italiano)
  • Luxembourg (English)
  • Netherlands (English)
  • Norway (English)
  • Österreich (Deutsch)
  • Portugal (English)
  • Sweden (English)
  • Switzerland
    • Deutsch
    • English
    • Français
  • United Kingdom (English)

Asia Pacific

  • Australia (English)
  • India (English)
  • New Zealand (English)
  • 中国
    • 简体中文Chinese
    • English
  • 日本Japanese (日本語)
  • 한국Korean (한국어)

Contact your local office

  • Contáctese con ventas
  • Software de prueba

Explorar productos

  • MATLAB
  • Simulink
  • Software para estudiantes
  • Soporte para hardware
  • File Exchange

Probar o comprar

  • Descargas
  • Software de prueba
  • Contáctese con ventas
  • Precios y licencias
  • Cómo comprar

Aprender a utilizar

  • Documentación
  • Tutoriales
  • Ejemplos
  • Vídeos y webinars
  • Formación

Obtener soporte

  • Ayuda para la instalación
  • Respuestas
  • Consultoría
  • Centro de licencias
  • Contactar con soporte

Acerca de MathWorks

  • Ofertas de empleo
  • Sala de prensa
  • Misión social
  • Contáctese con ventas
  • Acerca de MathWorks

MathWorks

Accelerating the pace of engineering and science

MathWorks es el líder en el desarrollo de software de cálculo matemático para ingenieros

Descubra…

  • Select a Web Site United States
  • Patentes
  • Marcas comerciales
  • Política de privacidad
  • Antipiratería
  • Estado

© 1994-2021 The MathWorks, Inc.

  • Facebook
  • Twitter
  • Instagram
  • YouTube
  • LinkedIn
  • RSS

Únase a la conversación