Battery Modeling and Algorithm Development with Simulink

This two-day course focuses on modeling battery packs using Simscape™ and designing key control functionalities of battery management system using Stateflow^®. Topics include:

Perform cell characterization
Modeling battery packs
Adding thermal fidelity to battery models
Design supervisory control logic for battery operation
Perform State-Of-Charge estimation and cell balancing
Compute current limits and design fault diagnostic system
Closed-loop simulation of battery pack with battery management system

See detailed course outline

Prerequisites

Fundamental knowledge of Simulink, Stateflow and Simscape.

Day 1 of 2
Getting Started with a Battery Cell	Objective: Define terms used in a battery component. Construct a charging circuit to simulate the CC-CV charging of the cell. Define battery terms (cell capacity, C-rate, open circuit voltage) Model battery characteristics using the Battery(table-based) block Construct charge and discharge circuit with Simscape™
Cell Characterization	Objective: Analyze the equivalent circuit model of a cell. Perform characterization of a given cell. Equivalent circuit model of a Battery block Overview of parameter estimation Perform cell characterization
Battery Pack Modeling	Objective: Connect characterized cells in series configuration to create battery packs. Create thermal environment to perform multi-domain system level simulation Create battery modules Model cell degradation and cell inconsistencies Model cell thermal effects using Simscape™ Add thermal fidelity to the battery module

Day 2 of 2
Battery Management System	Objective: Introduction to battery management system. Develop supervisory control scheme for efficient and safe battery pack operation. Overview of a battery management system Design requirements and constraints Design Stateflow^® logic to charge a cell using CC-CV control scheme Design supervisory control logic of battery management system using Stateflow^® Create test scenarios for battery management system using Simulink Test™
State of Charge Estimation	Objective: Estimate state of charge (SoC) of a cell. Balance charge levels using a passive cell balancing scheme. Estimate the cell's state of charge using coulomb counting Estimate the cell's state of charge using extended Kalman Filter Implement a passive cell balancing network using Simscape™ and Stateflow^®
Fault Monitoring and Current Limit Computation	Objective: Compute battery pack's charging and discharging current limits that satisfy design constraints and detect faults during pack operation. Detect over-voltage/over-current, short circuit, under-voltage/under-current faults during battery operation Compute current limits for host application Closed-loop simulation of battery pack with battery management system
Appendix A: Kalman Filter and Extended Kalman Filter	Objective: Use Kalman Filter and Extended Kalman filter blocks from Control System Toolbox™ library to perform state estimation. Estimate states of discrete-time or continuous-time linear system using Kalman filter Estimate states of discrete-time nonlinear system using extended Kalman filter

Guaranteed to Run

When you register for one of these courses, you can rely on the fact that it won't be canceled or rescheduled for any reason.

Course Schedule

Results 1 - 8 of 8

Dates	Location	Language	Price
24 May 2022 - 25 May 2022	Virtual 9:00 am - 5:00 pm Indian Standard Time	English	USD 1,500
14 Jun 2022 - 15 Jun 2022	Virtual 9:00 am - 5:00 pm US Pacific Daylight Time	English	USD 1,500
30 Jun 2022 - 01 Jul 2022	Virtual 9:00 am - 5:00 pm China Standard Time	Chinese	USD 1,500
30 Jun 2022 - 01 Jul 2022	Virtual 9:00 am - 5:00 pm Japan Standard Time	Japanese	USD 1,500
03 Aug 2022 - 04 Aug 2022	Virtual 9:00 am - 5:00 pm US Eastern Daylight Time	English	USD 1,500
19 Oct 2022 - 20 Oct 2022	Virtual 9:00 am - 5:00 pm US Pacific Daylight Time	English	USD 1,500
27 Oct 2022 - 28 Oct 2022	Virtual 9:00 am - 5:00 pm Japan Standard Time	Japanese	USD 1,500
06 Dec 2022 - 07 Dec 2022	Virtual 9:00 am - 5:00 pm US Eastern Standard Time	English	USD 1,500

Results 1 - 8 of 8

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