MATLAB with qualification in electromobility

This course begins with an introduction to mathematical simulation with MATLAB. MATLAB is used worldwide in the field of development and science to analyze data and clearly present solutions to mathematical problems, especially matrices. The course also covers the modeling of systems with Simulink, the design of electric vehicles, the current legal situation in this regard and the use of artificial intelligence (AI) in the workplace.
  • Certificates: Certificate "MATLAB and Simulink"
    Electromobility" certificate
  • Examination: Praxisbezogene Projektarbeiten mit Abschlusspräsentationen
  • Teaching Times: Full-time
    Monday to Friday from 8:30 a.m. to 3:35 p.m. (in weeks with public holidays from 8:30 a.m. to 5:10 p.m.)
  • Language of Instruction: German
  • Duration: 8 Weeks

Mathematical modeling with MATLAB and Simulink

MATLAB basics (approx. 2 days)

MATLAB user interface

Reading data from a file

Variables, arrays, operators, basic functions

Graphical representation of data

Customizing diagrams

Exporting graphics


Variables and commands (approx. 2 days)

Relational and logical operators

Sets, sets with 2D solids (polyshape)

Performing mathematical and statistical calculations with vectors

Graphics in statistics


Analysis and visualization (approx. 1 day)

Creating and modifying matrices

Mathematical operations with matrices

Graphical representation of matrix data

Matrix applications: Mappings, rotation, systems of linear equations, least square method


Artificial intelligence (AI) in the work process

Presentation of specific AI technologies

and possible applications in the professional environment


Data processing (approx. 1 day)

Data types: Structure arrays, cell arrays, string vs. char, categorical, datetime and much more.

Creating and organizing tabular data

Conditional data selection

Importing/exporting with Matlab: folder structures, .mat data, table data, continuous texts


MATLAB programming (approx. 3 days)

Control structures: loops, if-else, exceptions

Functions

Object-oriented programming

App design


Simulation in MATLAB (approx. 5 days)

Numerical integration and differentiation

Basics of simulation of ordinary differential equations, Matlab ODE and solver options

Simulation technology in Matlab: input parameters, data interpolation, simulation studies

Simulation control: event functions (zero crossing), output functions

Application examples, e.g. simulation of an electric motor, simulation of a rocket


Simulink (approx. 4 days)

Basics of Simulink: Diagrams, functions, signals and differential equations

Functions, subsystems and libraries

Import/export, lookup tables, control

Zero-crossing, automation of simulation tasks (Matlab access)

Application examples, e.g. simulation of an aircraft drive train


Project work (approx. 2 days)

To consolidate the content learned

Presentation of the project results

Electromobility

Introduction to Electric Mobility (approx. 1.5 days)

The Mobility Transition and the Current Market Situation

Overview of Application Areas (Passenger Cars, Commercial Vehicles and Buses, Two-Wheelers and Micromobility, Rail, Marine and Aviation, Mobile Work Machines, Intralogistics)

Key Players and the Value Chain


Structure and Operation of Electric Vehicles (approx. 1 day)

Propulsion Concepts (BEV, PHEV, HEV, FCEV)

Design and Key Components

Distinctive Features by Vehicle Class


Electric Drives and Power Electronics (approx. 3 days)

Operating Principles and Major Types of Electric Vehicle Motors

Energy flow, efficiency, and regenerative braking

Functions of the inverter, DC-DC converter, and on-board charger


Battery Technology (approx. 2 days)

Structure of Lithium-Ion Batteries and Common Cell Chemistries

Battery management and thermal management

Aging, Service Life, and State of Charge


Safety in Electric Mobility (approx. 1 day)

Functional Safety—Fundamentals (ISO 26262)

Electrical Hazards and Basic Protective Measures

Safety Aspects of Vehicles, Batteries, and Charging Systems

Overview of Qualification Requirements for Working on High-Voltage Systems


Range and Fuel Consumption (approx. 1 day)

Impact of driving profile, temperature, and auxiliary power consumers

Comparison of Standard Fuel Consumption and Real-World Fuel Consumption

Simple consumption and range calculations


Charging, Charging Infrastructure, and Grid Integration (approx. 3 days)

AC and DC charging, common connectors, charging power, and charging times

Charging demand and fundamentals of charging infrastructure planning

Grid connection, load management, and integration of renewable energy

Smart Charging

Bidirectional charging and Vehicle-to-Grid (V2G)


AI Applications in Electric Mobility (approx. 1 day)

Practical examples of charging planning, battery health assessment, and fleet management

Benefits and Limitations of AI-Based Applications

Data quality, error risks, and limitations of AI systems


Economic Viability, Business Models, and Framework Conditions (approx. 2 days)

Capital and operating costs, as well as total cost of ownership (TCO)

Fundamentals of Fleet Electrification

Business Models (Charging Rates, Car Sharing, Subscription and Leasing Models, Energy Services)

Overview of Subsidies and Incentive Programs

Overview of the regulatory framework


Environmental Footprint and Circular Economy (approx. 1 day)

Environmental Impacts of Manufacturing, Use, and Recycling

Impact of battery size, service life, and electricity mix

Fundamentals of Battery Recycling


Future Prospects and Technologies (approx. 0.5 days)

Market Ramp-Up and Future Mobility

Hydrogen, Fuel Cells, Synthetic Fuels


Project work (approx. 3 days)

To consolidate the content learned

Presentation of the project results



Changes are possible, the course content is updated regularly.

After this course, you will have the necessary specialist knowledge and know the specific terminology for mathematical modeling with MATLAB and Simulink. You will have mastered the MATLAB software tools and the MATLAB programming language. You are also familiar with the modeling of numerical systems using Simulink software.

In addition, upon completion of this course, you will be familiar with the technical fundamentals of electric mobility across its various fields of application. You will understand the design and interaction of the drive system, battery, power electronics, and charging technology; you will be able to evaluate solutions in terms of range, cost-effectiveness, and environmental impact; and you will be able to contextualize the key regulatory frameworks. Furthermore, you will be able to plan and present projects in the field of electric mobility.

New graduates and career changers from sales, product development, mechanical engineering, electrical engineering, business, and mechatronics, as well as specialists and managers at manufacturers and suppliers.

You will learn standard mathematical programs for engineering and science with MATLAB and Simulink. Specialists with knowledge of data simulation are in demand in numerous industrial fields and can be employed, for example, in weather and climate research, energy consumption modeling, the development of control algorithms for aircraft or function development in the automotive sector.

The electrification of passenger cars, commercial vehicles, public transportation, logistics, and mobile machinery is also transforming entire industries. Specialists with in-depth knowledge of electric mobility are in high demand not only at vehicle manufacturers and suppliers but also in the energy sector, the charging infrastructure sector, fleet management, and in sales and consulting. 

Your meaningful certificate provides a detailed insight into the qualifications you have acquired and improves your career prospects.

Didactic concept

Your lecturers are highly qualified both professionally and didactically and will teach you from the first to the last day (no self-study system).

You will learn in effective small groups. The courses usually consist of 6 to 25 participants. The general lessons are supplemented by numerous practical exercises in all course modules. The practice phase is an important part of the course, as it is during this time that you process what you have just learned and gain confidence and routine in its application. The final section of the course involves a project, a case study or a final exam.

 

Virtual classroom alfaview®

Lessons take place using modern alfaview® video technology - either from the comfort of your own home or at our premises at Bildungszentrum. The entire course can see each other face-to-face via alfaview®, communicate with each other in lip-sync voice quality and work on joint projects. Of course, you can also see and talk to your connected trainers live at any time and you will be taught by your lecturers in real time for the entire duration of the course. The lessons are not e-learning, but real live face-to-face lessons via video technology.

 

The courses at alfatraining are funded by Agentur für Arbeit and are certified in accordance with the AZAV approval regulation. When submitting a Bildungsgutscheinor Aktivierungs- und Vermittlungsgutschein, the entire course costs are usually covered by your funding body.
Funding is also possible via Europäischen Sozialfonds (ESF), Deutsche Rentenversicherung (DRV) or regional funding programs. As a regular soldier, you have the option of attending further training courses via Berufsförderungsdienst (BFD). Companies can also have their employees qualified via funding from Agentur für Arbeit (Qualifizierungschancengesetz).

We will gladly advise you free of charge.

0800 3456-500 Mon. - Fri. from 8 am to 5 pm
free of charge from all German networks.

Contact

We will gladly advise you free of charge. 0800 3456-500 Mon. - Fri. from 8 am to 5 pm free of charge from all German networks.