What you will learn

  • Matlab & Simulink

  • Detailed understanding of electro chemistry, anode & cathode materials and approaches to model Li-ion cells

  • Detailed understanding of State-of-Charge (SoC) estimation & modeling the SoC estimation in Simulink

  • Foundation to functionality of BMS such as sensing, measurement, protections & estimations.

  • Modeling the complete BMS logics for over & under voltage, temperature, over current, SoC estimations.

  • Model limitations, different approaches of modeling a Li-ion cell, model results to real time test data comparisons.

About the course

Li-ion cells chemistry is very complex, predicting the behaviour of the cell is a very challenging task for engineers. Because the cell is subjected to various discharge profiles wrt the te driving conditions, road conditions, atmospheric conditions such as temperature & more. Depending on the usage of the cell, cell build-up internal resistance, and it's again subjected to the temperature. With all the complexity of the behaviour, predicting the cells SOC is a huge task, model-based simulations are the perfect approach to build the numerical model to analyze he predict the system behaviour wrt numerous conditions. This course completes the learning need for anyone who is looking forward to learn the modeling approaches

Industry importance

All the BMS manufacturers are developing the algorithms with the help of Model-Based tools like Matlab-Simulink. Because, models can be exported to C code to run on micro-controllers and it’s more easier to develop models using Simulink. And Matlab provides the code coverage wrt to MISRA/AUTOSAR compliance’s, further to integrate with HIL testing. So, your learning during the course will help you match the skills demands at industry & this course is created to match the exact skills asked in job postings at companies like TESLA, VOLVO, Lucid, BOSCH & more.

Detailed course content


Cell Modelling & Simulation

Chemistry of Li-ion Cell
  1. Cell reactions at Anode & Cathode
  2. Various cell chemistries in Li-ion
  3. Case study for LCO cell
  4. Assessment on LMO cell
Cell parameters
  1. Cell Voltage
  2. Cell Capacity
  3. Specific Energy & power
  4. Theoretical & Real cell parameter comparison
Li-Ion Battery Characteristics
  1. Voltage & Current characteristics
  2. Temperature characteristics
Modeling approaches
  1. Thevenin-Based Electrical Model
  2. Rint Electrical Model
  3. Other types of models
  1. Modeling Cell in MATLAB Simulink
  2. Results, Validation & discussions

BMS Modelling & Simulation


Modelling the BMS Logic definition for 

  1. Over & Under Voltage protection logic
  2. Over & Under Current protection logic
  3. Over & Under temperature protection logic

Modelling BMS in MATLAB Simulink 

  1. Modeling the Control logic for Voltage
  2. Modeling the Control logic for Current
  3. Modeling the Control logic for Temperature
  4. Modeling the test cases FTP 75, WLTP & MNEDC
  5. Dashboard indication

Results, Validations & Discussions 

  1. SOC variation studies
  2. Validation of V/I/T logic with & without BMS
  3. Case studies


Mode of delivery

Online (Recorded formats)

Software used

MATLAB & Simulink

Applicable for

 

This course is for engineers who would like build career in cell & battery technology, model based design, BMS algorithms, simulation, numerical modelling, cell behaviour studies & more.

 

Certification by & Host details

 

Decibels Lab Pvt Ltd

 

(Recognised as Start-up by Department for Promotion of Industry and Internal Trade Ministry of Commerce & Industry Government of India) (Certificate Number: DIPP45372)

 

Session formats

 

Enrolled participants will get the access to pre-recorded course lectures In decibels lms. You can learn the courses as per your time planning.

 

Doubt clarification

 

Addressed during via Discussions option available at each lesson In our LMS. If the query needs details discussion, we will support you through the zoom meeting.

 

Enroll now

  • Li-ion Cell & BMS Algorithms Modeling

    This registration is for Students only. (Includes a 18+ hours mentor led video lectures, 90 days of course access, 3 projects & 4 week internship/course completion certificate)

    ₹9,999.00

    Enroll Now

  • If you have any issue or queries related to course & payment, you can reach us on 7411019255 (Call/WhatsApp) or reach us via the email, [email protected]