トレーニング
eモビリティ、内燃エンジン、サイバーセキュリティ、人工知能、機能安全、車両ネットワーキング、その他のトピック
複雑なデータ収集やデータ管理をすることなく、車両開発が可能だとしたらどうでしょうか？
ボッシュエンジニアリングのデジタルソリューションでは、開発と試験のプロセスをデジタル空間に移行することで、開発サイクルをよりシンプルに、効率化することができます。そのため、開発チームはいつでも、世界中どこからでも、必要なデータにアクセスできるようになります。プロジェクトの期間と予算も大幅に削減されます。これらのソリューションは相乗作用を生み、フリート管理からテスト車両へのリモートアクセス、データ分析まで、ワークフロー全体をサポートすることが可能です。
お客様のシステムを支えるボッシュの専門知識
トレーニングのポートフォリオに関して私たちは、高品質であること、最新のトピックや興味をそそるテーマを取り入れること、そしてプログラムの構成が明確であることを重視しています。
車両コネクティビティとネットワークに関するモジュール式の自動車向けトレーニングコースとセミナーは、基礎トレーニングの 1 日コースから 4 日間の集中セミナーまで、幅広く対応しています。特に記載のない限り、トレーニングコースのほとんどはアプシュタット (シュトゥットガルトの北 40km) にあるボッシュエンジニアリングで開催されます。また、お客様の社内でのセミナー開催も承っております。その場合の詳細は、ご要望に合わせて設定いたします。コースは英語またはドイツ語で開催しますが、トレーニング資料はすべて英語です。
自動車向けトレーニングコース: eモビリティ
ボッシュのハイブリッドシステムは、燃費、排気ガス、ドライビングプレジャーなど、求められる特性を念頭に置いて個別に設定することによって、その潜在能力を最大限に発揮します。
ボッシュのハイブリッドシステム機能の範囲、サブシステム、必要なコンポーネントとその相互作用についてのすべてを詳しく説明します。物理モデルの作成方法と、サブシステムおよび主要機能への機能実装について学びます。
eモビリティをテーマとしたボッシュエンジニアリングのセミナーやコースは、ボッシュの技術に携わる方やボッシュ製品を使用されるすべての方を対象としています。
トレーニング内容
This course is a basic seminar that provides you with an overview of hybrid vehicles. The course deals with the various degrees of electrification as well as hybrid topologies. A brief introduction to all the additional components is also included.
Please state the following ID when making your booking: BEG-TH001
Course content
Configuration
- Hybrid types, classification
- Series, parallel, and power-split hybrids; comparison of the different configurations
Components
- Motor/alternator
- Power electronics
- High-voltage accumulator system and battery management
- Braking system
Intended audience
- Employees who are working for the first time with Bosch hybrid systems and related components
- Employees involved in technical sales, project management, development and calibration, function and software development, software product design (system design), or systems engineering
Requirements
Basic knowledge of combustion engines and powertrains
Number of participants
min. 8, max. 16
Seminar duration
1 day
Upcoming dates
17.-18.04.2024 2:00 pm - 5:30 pm CET // language: EN where: live online
14.10.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
12.-13.11.2024 9:00 am - 12:30 pm CET // language: EN where: live online
This course is a more advanced seminar that provides you with more in-depth knowledge about the hybrid operating strategy and torque coordination.
Please state the following ID when making your booking: BEG-TH002-A
Course content
Operating strategy
- Short introduction to hybrid vehicles (pros and cons of hybrid vehicles, classification, components)
- Tasks and requirements of the operating strategy
- Operation modes (e.g. shifting of operation range, boost, regenerative braking)
- Classification and examples (fuzzy strategy, mapping strategy, and cost-function strategy as well as the effects of prediction)
Hybrid-specific torque structure
- Short introduction to conventional torque structure in gasoline engines (torque model, torque coordination, torque conversion)
- Goals and requirements of the hybrid-specific torque structure
- Hybrid-specific adjustments to the torque model, torque coordination, and torque conversion on the system level and function level using the example of a parallel hybrid
Intended audience
Employees involved in function and software development, software product design (system design), calibration, or systems engineering
Requirements
- Basic knowledge of combustion engines and powertrains
- BEG-TH001 as well as BEG-TM002-A or similar
Number of participants
min. 8, max. 16
Seminar duration
1 day
Upcoming dates
02.-03.07.2024 2:00 pm - 5:30 pm CET // language: EN where: live online
This course is a more advanced seminar that provides you with more in-depth knowledge about the start/stop procedure in hybrid vehicles.
Please state the following ID when making your booking: BEG-TH002-B
Course content
- Recapitulation of the hybrid operating strategy
- Start types in hybrid vehicles
- Start sequence
Intended audience
Employees involved in function and software development, software product design (system design), calibration, or systems engineering
Requirements
Basic knowledge of combustion engines and powertrains, and BEG-TH001 as well as BEG-TM002-A or similar
Number of participants
min. 8, max. 16
Seminar duration
0.5 day
Upcoming dates
04.07.2024 1:00 pm - 5:00 pm CET // language: EN where: live online
This course uses practical teaching methods to teach you about the basics of electric machines, power electronics, and machine control. The course focuses on high-voltage components.
Please state the following ID when making your booking: BEG-TH003
Course content
Introduction
- Basic design of the electric drive
Types of electric machines
- Magnetism and electromagnetism
- Hysteresis
- Electrodynamic rules
- Design of the electric motor
- Consideration of different electric motor types (DC motor, synchronous machine, asynchronous motor, reluctance motor, transverse flux motor)
- Types of position sensors
- Field weakening range
- Losses in electric motors
Hardware elements of the power electronics
- Components of the electrical circuit
- Evolution of a complex DC/DC converter – from the half bridge to the push-pull converter
- Components of the inverter, IGBT vs. MOSFET
- Gate driver
- Current sensors
- Hazards of electrical components and critical conditions in the inverter
- Losses in power electronics
Basics of machine control
- Software architecture
- Machine control based on the machine equations
- Field-oriented control
- Types of pulse patterns
- Surge damping
Intended audience
Employees who want to gain a deeper understanding of the components of the electric drive; employees involved in project management, hardware development, systems engineering, software development, or calibration
Requirements
Basic knowledge of control engineering, electromagnetism, and circuit technology
Number of participants
min. 8, max. 16
Seminar duration
2 days
Upcoming dates
11.-14.03.2024 9:00 am - 12:30 pm CET // language: EN where: live online
04.-05.06.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
09.-12.09.2024 2:00 pm - 5:30 pm CET // language: EN where: live online
15.-16.10.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
05.-06.11.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in Vienna
This course provides basic knowledge about the lithium battery system and deals with, among other topics, safety management.
Please state the following ID when making your booking: BEG-TH004
Course content
Introduction
- Electrochemical energy storage systems, requirements placed on battery systems, battery types, and storage technology (rechargeable)
- Battery components
Lithium battery systems
- Operating principle
- Materials
- Design
- Costs and service life
Safety management
- Potential hazards of electrochemical storage systems in different systems
- Failure mechanisms of the lithium-ion system
- Safety precautions
- Potential measures for increasing safety
Battery management
- Battery state detection
- Safety and monitoring
- Cell balancing
- Thermal management
Charging
- Charging a Li-ion battery
Applications
- Li-ion battery applications
- Mobile systems and power tools
- Applications in EVs/HEVs
Intended audience
- Employees who work with batteries and hybrid systems
- Employees involved in technical sales, project management, development, or calibration
- Employees involved in function and software development, software product design (system design), calibration, or systems engineering
Requirements
Basic knowledge of battery applications in passenger cars
Number of participants
min. 8, max. 16
Seminar duration
1 day
Upcoming dates
11.-12.04.2024 11.04. 9:00 am - 12:00 pm CET & 12.04. 9:00 am - 11:00 am CET // language: EN where: live online
06.06.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
14.-15.11.2024 14.11. 2:00 pm - 5:00 pm CET & 15.11. 2:00 pm - 4:00 pm CET // language: EN where: live online
The course looks at the existing Bosch vehicle control unit (VCU) for electric vehicles. It provides an overview of the software structure of the VCU as well as the integration in the powertrain system as a whole. The intention is that, upon completion of the course, the participants will have a better understanding of the electric powertrain and will get a feel for which tasks are within the sphere of the VCU and which tasks are handled by the other components, like the inverter, DC/DC converter, battery, charger, and ESP.
Please state the following ID when making your booking: BEG-VCU01
Course content
- EV system overview
- Communication interfaces
- VCU software architecture
- High-voltage system coordination
- EV torque path
- Driver demand
- VCU hardware
- Thermal management
- EV monitoring concept/monitoring software
Intended audience
Employees working in the area of powertrains for electric vehicles (developers as well as project managers with a technical involvement)
Number of participants
min. 8, max. 16
Seminar duration
1 day
Upcoming dates
19.-20.03.2024 09:00 am - 12:00 pm CET // language: EN where: live online
07.06.2024 09:00 am - 4:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
17.10.2024 09:00 am - 4:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
26.-27.11.2024 09:00 am - 12:00 pm CET // language: EN where: live online
Practical training content for work on HV systems in a voltage-free state.
Important:
This course is a practical training, it is not a qualification according to DGUV-I 209-093 Expert Person High Voltage (FHV).
Please state the following ID when making your booking: BEG-HV-2cE
Course content
- Best practice “Handling of HV vehicles“
- DGUV-I 209-093
- 5 safety regulations
- Electrical hazards and safety measures
- Professional and management responsibility
- HV topologies and state of the art
- Construction of HV on-board electrical systems / high-voltage components
- Documentation and labeling
- PPE, tools and workshop equipment
- You carry out independent activities on the high-voltage vehicle (Disconnecting, re-commissioning...)
- Familiarize yourself with the appropriate measuring equipment and methods
- You learn how to use safety equipment
- You get an overview of high voltage components
- You learn how to handle HV vehicles safely and apply your knowledge in practice using practical examples and exercises
Intended audience
Skilled persons for work on HV systems in a voltage-free state.
Requirements
- Previous electrical engineering knowledge in the automotive sector.
- Desirable: Qualification measures according to DGUV-I 209-093 level 1/2.
In addition to the training, please bring your personal protective equipment:
- Safety shoes (at least S1 according to DIN EN ISO 20345)
- Insulation gloves according to IEC 60903:2014 or. EN 60903 VDE 0682- 311:2004 class 0 to 1000 volts
- 2 pole voltage tester according to IEC 61243-3:2014 or. DIN EN 61243-3 VDE 0682-401:2015
Number of participants
min. 4, max. 6
Seminar duration
2 days
Upcoming dates
16.-17.04.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
The course provides an overview of the development process of E/E systems as well as common powernet systems and their typical applications.
Please state the following ID when making your booking: BEG-PN001
Course content
- E/E development process
- Low-voltage powernet 12 V, 24 V, 48 V
- High-voltage traction powernet
- Powernet simulation
- Electrical energy management – basic principles
- Testing and validation
Intended audience
Participants (young professionals and professionals) interested in powernet-related topics or whose work involves the powernet
Number of participants
min. 8, max. 16
Seminar duration
1 day
Upcoming dates
09.-10.04.2024 2:00 pm - 5:30 pm CET // language: EN where: live online
10.10.2024 09:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
自動車向けトレーニングコース: ガソリンエンジン技術
ガソリンエンジンをテーマとして扱う自動車向けトレーニングコースでは、お客様のプロジェクトの効率化と成功に役立つ知識を共有します。
特に、ボッシュのエンジン制御および排気システムの全ポートフォリオを理解できるようにし、ボッシュモトロニックシステムの仕組みについて学びます。エンジン制御の分野で、関連するコンポーネントとシステム、およびそれらの相互作用について学びます。また、物理的および化学的モデルを作成して、その機能をサブシステムおよびメイン機能に実装する方法も学びます。
トレーニング内容
In this introductory seminar, you will learn about how the gasoline internal combustion engine works and will gain an overview of the Bosch Motronic system as well as its sensors and actuators.
Please state the following ID when making your booking: BEG-TM001
Course content
Introduction
- History
- The basics of thermodynamics
- Mixture formation
- Combustion processes
- PFI/GDI comparison
Torque structure
- Motronic system structure
- Torque demand
- Torque structure
- Operating modes
Air system
- Charge determination
- Charge control
Fuel system
- Fuel supply
- Fuel feed forward control
- Mixture adaptation
- Injection
Ignition system
- Ignition timing
- Knock control
Exhaust system
- Exhaust-gas treatment
- Three-way catalytic converter
- Lambda control
- Exhaust gas recirculation
Vehicle diagnostics
- On-board diagnostics
- Fault memory management
- Monitoring
Outlook on electrification and new engine concepts
Intended audience
Employees involved in technical sales, marketing, and component engineering as well as new employees from all departments
Number of participants
Min. 8, max. 16
Seminar duration
1 day
Upcoming dates
18.-19.06.2024 9:00 am - 12:30 pm CET // language: EN where: live online
04.11.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
This course provides you with a detailed overview of how the combustion engine (gasoline) works. The main focus is on the system structure and subsystems of the Bosch Motronic system.
The course can be booked as individual days using the respective ID (see below) or as a four-day seminar.
Please state the following ID when booking the three-day seminar: BEG-TM002
Course content
Day 1 | Torque structure
- System structure
- Torque model
- Torque coordination
- Torque conversion
- Basic physical principles of the combustion engine
Booking ID: BEG-TM002-A
Day 2 | Air system
- Components
- Physically based models
- Charge control
- Charge determination
- Exhaust-gas turbocharging
- Camshaft control
Booking ID: BEG-TM002-B
Day 3 | Fuel system and ignition system
Fuel system for port injection and direct injection
- Components
- Fuel supply
- Fuel feed forward control
- Fuel-tank ventilation
- Injection output
- Mixture adaptation
Ignition system
- Components
- Ignition timing and angle
- Engine knocking and knock control
Booking ID: BEG-TM002-C
Day 4 | Exhaust system
- Components
- Legislation
- Chemical basics and the effects of emissions
- Exhaust-gas treatment
- Exhaust-gas temperature model
- Lambda control
Booking ID: BEG-TM002-D
Intended audience
Employees involved in function and software development, software product design (system design), calibration, or systems engineering who want to gain a system-wide overview of how the Bosch Motronic system works
Requirements
Basic knowledge of engine technology and engine management
Number of participants
min. 8, max. 18
Seminar duration
1–4 days
Can individual seminar days be booked separately?
Yes. When booking individual course days, please state the booking ID of the relevant day.
Upcoming dates
TM002A: 08.07.2024 9:00 am - 12:30 pm CET // language: EN where: live online
TM002A: 09.07.2024 9:00 am - 12:30 pm CET // language: EN where: live online
TM002B: 10.07.2024 9:00 am - 12:30 pm CET // language: EN where: live online
TM002B: 11.07.2024 9:00 am - 12:30 pm CET // language: EN where: live online
TM002C: 15.07.2024 9:00 am - 12:30 pm CET // language: EN where: live online
TM002C: 16.07.2024 9:00 am - 12:30 pm CET // language: EN where: live online
TM002D: 17.07.2024 9:00 am - 12:30 pm CET // language: EN where: live online
TM002D: 18.07.2024 9:00 am - 12:30 pm CET // language: EN where: live online
TM002A: 05.11.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
TM002B: 06.11.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
TM002C: 07.11.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
TM002D: 08.11.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
During this two-day course, we will provide you with basic knowledge about the physical and legal fundamentals of on-board diagnostics.
Please state the following ID when making your booking: BEG-TM003
Course content
Day 1 | On-board diagnostics – part 1
- Lambda sensor
- Fuel-tank ventilation system
- Fuel supply system
- Catalytic converter
Day 2 | On-board diagnostics – part 2
- Misfire detection
- Engine coolant system
- Secondary air system
- Adaptive cylinder balancing (air-fuel imbalance measurement)
- Camshafts
Intended audience
Employees involved in function and software development, software product design (system design), or calibration who want to gain a theoretical overview without consideration of calibration-related content
Requirements
Basic knowledge of engine technology and engine management as well as seminar BEG-TM010 and BEG-DSM01
Number of participants
min. 8, max. 16
Seminar duration
2 days
Can individual seminar days be booked separately?
No
Upcoming dates
02.-03.07.2024 02.07. 9:00 am - 5:00 pm CET & 03.07. 9:00 am - 3:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
You will gain a better understanding of subsystem monitoring for the Motronic system ME/MED and the respective functions. You will then be able to apply this knowledge in your area of work and projects.
Please state the following ID when making your booking: BEG-MO001
Course content
- Failure models
- Detection in the ECU
- Monitoring concept
- Component monitoring
- Function and computer monitoring
- Error responses and emergency operation
- Torque monitoring
- Torque limitation
Intended audience
Employees involved in function and software development, software product design (system design), or calibration who want to gain a theoretical overview without consideration of calibration-related content
Number of participants
min. 8, max. 16
Seminar duration
0.5 day
Upcoming dates
26.06.2024 1:00 pm - 4:00 pm CET // language: EN where: live online
09.10.2024 9:00 am - 12:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
ボッシュエンジニアリングのサイバーセキュリティと人工知能
このトピックブロックでは、サイバーセキュリティ、人工知能、機械学習といった、これからの技術に関するトピックを扱います。
トレーニング内容
In this course, you will discover why cybersecurity has become an essential part of modern automotive products. You will learn about the concepts that are applied to make automotive products secure. In addition, you will learn about the various state-of-the-art cryptographic algorithms, the differences between them, and their pros and cons for specific application scenarios.
Please state the following ID when making your booking: BEG-SEC01
Course content
- The basics of cybersecurity for embedded products
- Security concepts and goals
- Cryptographic algorithms and security application scenarios
Intended audience
- Product managers
- Project managers
- Sales managers
- Systems engineers
- Software engineers
- Hardware engineers
Number of participants
min. 8, max. 16
Seminar duration
0.5 day
Upcoming dates
06.03.2024 9:00 am - 1:00 pm CET // language: DE where: live online
17.04.2024 2:00 pm - 6:00 pm CET // language: EN where: live online
06.06.2024 1:00 pm - 5:00 pm CET // language: DE where: live online
17.07.2024 9:00 am - 1:00 pm CET // language: EN where: live online
19.09.2024 1:00 pm - 5:00 pm CET // language: DE where: live online
16.10.2024 2:00 pm - 6:00 pm CET // language: EN where: live online
21.11.2024 1:00 Uhr - 5:00 pm CET // language: DE where: live online
Understanding common software weaknesses with focus on the C/C++ language, knowledge in coding rules to prevent them and basic knowledge in tool-based bug detection.
Please state the following ID when making your booking: BEG-SSC01
Course content
- Overview of the Common Weakness Enumeration with respect to C/C++
- Main fault pattern clusters include
-
- Tainted input
- Memory access
- Memory and resource management
- Exception handling
- Synchronization
- Authentication and access control
- Number formats
- Cryptography and predictability
- Information leaks
- Weaknesses are illustrated with code examples and examples from the CVE list
- Related common attack patterns are mentioned (CAPEC)
- The focus lies on potential mitigations in the phases:
-
- Requirements
- Architecture and design
- Implementation
- Build
- Configuration
- Testing
- Operation
- Language features (C11) and POSIX API are discussed in the context of fault pattern clusters
- Tool-based bug detection using:
-
- Static source analysis
- Dynamic analysis in conjunction with a test suite (address sanitizer, thread sanitizer)
- Coverage-guided fuzzing (libfuzzer)
- Dynamic symbolic execution (klee)
Intended audience
The course targets C/C++ developers with at least basic proficiency and experience.
Number of participants
min. 8, max. 18
Seminar duration
2 days
Upcoming dates
23.-26.04.2024 9:00 am - 1:00 pm CET // language: EN where: live online
08.-09.10.2024 8:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
Artificial Intelligence
Future-oriented topics such as artificial intelligence and machine learning can be found in this topic block.
Our training offer
This training answers the question “What is artificial intelligence (AI)?”. It presents and discusses examples from the vast range of modern AI applications. Thereby, it enables the participants to generate ideas for helpful AI applications in their own domain.
Please state the following ID when making your booking: BEG-1stTouchAI
Course content
- Introduction to AI
- Examples of AI applications from the domains
- computer vision,
- structured data,
- natural language processing, and
- robotics
- Chances, risks, and ethics of AI
This training does not provide technical explanation of how AI algorithms work in detail and how they can be developed
Intended audience
This training adresses all people from all areas, who want to get a grasp of the term AI and want to form ideas, how this technology could help with their daily work.
Number of participants
min. 8 – max. 20
Seminar duration
0.5 day
Upcoming dates
21.03.2024 9:00 am - 12:00 pm CET // language: EN where: live online
12.06.2024 9:00 am - 12:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
24.09.2024 9:00 am - 12:00 pm CET // language: DE where: live online
12.11.2024 2:00 pm - 5:00 pm CET // language: EN where: live online
This training answers the question “What is artificial intelligence (AI)?”. It presents and discusses examples from the vast range of modern AI applications. Thereby, it enables the participants to generate ideas for helpful AI applications in their own domain.
Please state the following ID when making your booking: BEG-1stTouchAI
Course content
- Introduction to AI
- Examples of AI applications from the domains
- computer vision,
- structured data,
- natural language processing, and
- robotics
- Chances, risks, and ethics of AI
This training does not provide technical explanation of how AI algorithms work in detail and how they can be developed
Intended audience
This training adresses all people from all areas, who want to get a grasp of the term AI and want to form ideas, how this technology could help with their daily work.
Number of participants
Min. 8, max. 20
Seminar duration
0.5 day
Upcoming dates
21.03.2024 9:00 am - 12:00 pm CET // language: EN where: live online
12.06.2024 9:00 am - 12:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
24.09.2024 9:00 am - 12:00 pm CET // language: DE where: live online
12.11.2024 2:00 pm - 5:00 pm CET // language: EN where: live online
You know after the training...
- The field of application of cameras in the automotive sector
- The pros and cons of cameras vs. other sensors
- How to correctly combine camera and lens
- How to calculate where objects will appear in the camera image
- How image processing methods work that are used in the ADAS area
- The basics of machine learning
Please state the following ID when making your booking: BEG-AD001
Course content
- Overview of typical ADAS / AD-functions and development challenges
- Comparison of typical sensors like camera, LIDAR, RADAR, Ultrasound
- Working principle of a camera, image formation, image acquisition:
- Camera model, projective gemometry
- Geometric camera calibration
- Color image acquisition
- Image Processing
- Image preprocessing, compensation of flaws
- Template matching
- Motion and Flow
- Feature extraction
- Machine learning, Classification
- Outlook on Deep Learning
Intended audience
People with a technical background who would like to get to know the field of camera sensors in the automotive environment in order to pursue development work there or to manage projects. Previous knowledge in the field of image processing is not required.
Requirements
- Basic math knowledge: gradient, vector, matrix computations
- English knowledge (slides/handout in English)
- Knowledge of basic programming paradigms
Number of participants
min. 8, max. 16
Seminar duration
1 day
Upcoming dates
04.-05.03.2024 9:00 am - 12:30 pm CET // language: EN where: live online
21.10.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
The aim of the course is to give a technical overview of machine learning and in particular to focus on deep learning as a part of machine learning. The participants not only familiarize with the working principles in theory, they also learn the fields of application, pitfalls and disadvantages of the covered approaches. Finally, basic knowledge about the development of deep-learning classifiers for image data interpretation with Python™ and Tensorflow™ will be presented using small coding examples.
Please state the following ID when making your booking: BEG-AI003
Course content
- AI / ML Foundations, types of learning
- Classic ML Algorithms
- Support Vector Machine
- Classification and Regression Tree – Random Forest
- Application of ML using Python (hands-on)
- Machine Learning Workflow
- Working with Real Data
- Neural Networks / Deep Learning
- Introduction
- How it works in detail
- Implementation: Libraries / TensorFlow
- Application Examples of Neural Networks (hands-on)
- Convolutional Neural Networks for Image Classification
- Application Example: Traffic Sign Classification (hands-on)
- Famous Network Architectures
- Transfer Learning
- (optional): Overview on More Advanced Applications Semantic Segmentation, Recurrent Neural Networks, Auto Encoders
- Summary, Wrap-up
Intended audience
The course is aimed at development engineers / computer scientists as well as technical project and line managers who want to gain further education in the field of machine learning or deep learning but have little or no experience so far
Requirements
- Knowledge of basic programming paradigms
- Basic math knowledge: gradient, vector, matrix computations
- English knowledge (slides/handout in English)
Number of participants
min. 8, max. 16
Seminar duration
2 days
Upcoming dates
09.-12.07.2024 9:00 am - 12:30 pm CET // language: EN where: live online
14.-15.10.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
エンジニアリングセミナー：機能安全
車両内のコネクティビティやネットワーク化を進めるということは、電子システムの機能安全がきわめて重要な役割を果たすということです。さまざまな応用分野に規制や安全性基準があり、個々のプロセスについても、機能安全の技術的な実装についても仕様が指定されています。
機能安全とは、電気または電子システムの不具合によって発生しうる、本来ならありえないリスクを排除することです。
トレーニング内容
In this course, you will gain an understanding of the basic elements of the ISO 26262 standard.
Please state the following ID when making your booking: BEG-FS001
Course content
- Basic principles of ISO 26262 standard
- Functional safety of safety-related electrical and electronic systems
- Comprehensive general overview of the various parts of the ISO 26262 standard
- Basic elements of the standard
- Hazard and risk analysis
- Management of functional safety and processes
- Requirements placed on standards for system, hardware, and software development in the product safety life cycle
- Independent appraisal (assessment, auditing) of functional safety
Intended audience
Managers and employees from development departments who are involved with developing safety-related systems or who apply processes that are geared to these systems
Number of participants
Min. 8, max. 18
Seminar duration
1 day
Upcoming dates
05.-07.03.2024 2:00 pm - 4:30 pm CET // language: EN where: live online
05.06.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
17.09.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
08.-10.10.2024 9:00 am - 11:30 am CET // language: EN where: live online
The course is intended for systems developers who, as part of their project work, implement functional safety requirements in their system in accordance with ISO 26262. Presentation slides and exercises are used to explain all the steps required to develop a system that conforms to the requirements of the standard – from item definition as well as hazard and risk analysis to preparing safety concepts and the procedures used for testing.
Please state the following ID when making your booking: BEG-FS002
Course content
- Item definition
- Performing a hazard and risk analysis
- Creation of a functional safety concept
- Creation of a technical safety concept
- Requirements in regard to system testing
Intended audience
Developers of safety-critical products on the system level
Number of participants
min. 9, max. 16
Seminar duration
1 day
Upcoming dates
24.-27.06.2024 2:00 pm - 5:00 pm CET // language: EN where: live online
20.-21.11.2024 20.11. 9:00 am - 5:00 pm CET & 21.11 9:00 am - 1:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
エンジニアリングセミナー：車両ネットワーク
車両ネットワークをテーマとするトレーニングプログラムは、有益な情報を提供して業務の効率化を支援します。
CAN および FlexRay プロトコルの知識を深めることができます。このコースでは、AUTOSAR の一般的な概要とその動作の詳細、そして AUTOSAR CAN 通信スタックについて説明します。
Our training offer
On the basis of basic software modules, the course provides you with an introduction to and training in the AUTOSAR architecture, interfaces, and methodology. The seminar additionally covers the basics of the runtime environment (RTE) and its function regarding the interplay between the application software and base software.
Please state the following ID when making your booking: BEG-AR001
Course content
- Introduction to AUTOSAR
- AUTOSAR structure and methodology
- AUTOSAR templates, AUTOSAR ECU configuration
- Basic principles of RTE
- Basic software modules: overview, challenges, and migration scenarios
- A focus on basic software modules: OS, ComStack, ComStack control flow and mode management, modules relevant to diagnostic applications, complex device driver, and BSW tooling
Intended audience
Employees involved in software system design, software project development, functional strategy, function development, or software development
Number of participants
min. 8, max. 16
Seminar duration
1.5 days
Upcoming dates
Dates on request
The seminar teaches the CAN basics and deepens participants’ knowledge of the course content with practical exercises and demonstrations using an oscilloscope and measurement instrumentation.
Please state the following ID when making your booking: BEG-CN001
Course content
- General information, norms and standards
Areas of application
- Bosch reference architecture
- Future communication systems in the automobile
Modes of addressing
- Content-related addressing
- Acceptance filtering
Physical layer
- High-speed CAN/low-speed CAN
- Signal strength
- Terminating resistors
Message format
- Standard and extended message formats
- CAN FD message format
Bus access methods
- Bus allocation and bus access (CSMA-CA)
- Arbitration
Error detection and fault handling
- Stuff-bit mechanism
- Active and passive error frames
- Error states
Bit timing
- Signal processing
- Bit resynchronization
- CAN FD bit rate switching
- Bit timing configuration
Practical exercises and tools
- Demonstration with an oscilloscope and CANoe during the course using measurement instrumentation and ECUs
- Structure of the CAN matrix (dbc file) with CANdb++ Admin
Intended audience
Basic training for developers in systems and application engineering from all areas whose work involves automotive CAN bus systems Typical activities in this field are:
- Development of ECUs and sensors
- Implementation of ECUs/subsystems on the test bench
- Development of measuring systems for test benches
- Bus connection of new ECUs in an existing network cluster
Note
This course does not provide tool training.
Number of participants
min. 8, max. 16
Seminar duration
1 day
Upcoming dates
12.03.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
16.04.2024 9:00 am - 12:30 pm CET Hint: reduced theory training // language: EN where: live online
18.06.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
12.09.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
15.10.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in 74232 Abstatt
05.11.2024 2:00 pm - 5:30 pm CET Hint: reduced theory training // language: EN where: live online
Ethernet is the new bus system for vehicles. In this course, you will learn about the basics of Ethernet as well as its special features. The content covers the entire communication stack, from the physical layer to higher protocols and calibration.
Please state the following ID when making your booking: BEG-ETH01
Course content
Introduction
- Comparison between Ethernet and automotive bus systems
Ethernet
- Standards
- Collision mechanism
- Various physical layers
Topology
- Ethernet components
- Spanning tree algorithm
Switches
- Learning
- Filtering
- Forwarding
- Virtual LANs
Higher protocols
- IP, UDP, TCP, AVA, AVB/TNS, SOME/IP, service discovery, etc.
Applications
- AUTOSAR
- FIBEX 4.0
Trends
- Information about the latest developments and contact persons
Intended audience
Managers and employees from development departments who are involved with introducing and/or developing bus systems as well as the corresponding bus connection for embedded systems in the automotive sector by means of Ethernet
Requirements
Basic knowledge of vehicle-related bus systems is desirable.
Note
The course BEG-ETH02 takes place directly after this one and could also be of interest to participants of this seminar.
Number of participants
min. 8, max. 16
Seminar duration
1.5 days
Upcoming dates
19.-21.03.2024 2:30 pm - 5:30 pm CET // language: EN where: live online
24.-25.04.2024 24.04. 9:00 am - 4:30 pm CET & 25.04. 9:00 am - 12:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
18.-19.09.2024 18.09. 9:00 am - 4:30 pm CET & 19.09. 9:00 am - 12:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
22.-24.10.2024 9:00 am - 12:00 pm CET // language: EN where: live online
Participants will learn about the basic features of Ethernet and will gain knowledge about the physical layer, frame structure, Ethernet components, and the higher protocols.
Please state the following ID when making your booking: BEG-ETH02
Course content
Practical aspects in the analysis of Ethernet networks
- CANalyzer overview, introduction to hardware interfaces
- Bus access on switched networks, how to connect to an Ethernet network, TAP, monitoring port, PHY bypassing/MAC bypassing, exercises
CANoe.Ethernet live demonstration
- Overview of CANoe/CANalyzer Option Ethernet, handling of protocols in the trace window for analysis, details view, filter, search, fixed mode
- Exercises with CANoe.Ethernet example configuration
Intended audience
Managers and employees from development departments who are involved with introducing and/or developing bus systems as well as the corresponding bus connection for embedded systems in the automotive sector by means of Ethernet
Requirements
Seminar BEG-ETH01
Number of participants
min. 8, max. 16
Seminar duration
0.5 days
Upcoming dates
25.04.2024 1:00 pm - 4:15 pm CET // language: DE where: on-site training in D-74232 Abstatt
19.09.2024 1:00 pm - 4:15 pm CET // language: DE where: on-site training in D-74232 Abstatt
In this course, you will learn about the features of FlexRay. After completing this seminar, you will have an understanding of the FlexRay physical layer and the FlexRay bus protocol.
Please state the following ID when making your booking: BEG-FR001
Course content
Introduction
- Reasons for using FlexRay, features of FlexRay
FlexRay physical layer
- Topologies
- Cabling
- Electrical signal strength
FlexRay protocol
- Communication structure
- Clock synchronization
Products and tools
- FlexRay communication controller
- FlexRay bus transceiver
- Restbus simulation
- Monitoring
- Analysis
Intended audience
Developers in systems and application engineering from all areas whose work involves automotive bus systems or the relevant bus connection of ECUs
Requirements
Basic knowledge of electronics
Number of participants
min. 8, max. 16
Seminar duration
1 day
Upcoming dates
11.-12.06.2024 11.06. 2:00 pm - 5:00 pm CET & 12.06. 2:00 pm - 5:30 pm CET // language: EN where: live online
08.10.2024 9:00 am - 4:30 pm CET // language: DE where: on-site training in D-74232 Abstatt
その他のコース
以下のトレーニングセッションでは、診断システム管理、Linux、燃料電池システム、モノのインターネット (IoT)、コンフリクトマネジメントについての理解を深めます。
トレーニング内容
You will gain a better understanding of the diagnostic system and the respective functions. You will then be able to apply this knowledge in your area of work and projects.
Please state the following ID when making your booking: BEG-DSM01
Course content
- Diagnostic concept
- Overview
- Fault memory management
- Diagnosis sequence control
- Coordination of alternative reactions
Intended audience
Employees involved in function and software development, software product design (system design), or calibration who want to gain a theoretical overview without consideration of calibration-related content
Number of participants
min. 8, max. 16
Seminar duration
0.5 day
Upcoming dates
25.06.2024 2:00 pm - 5:00 pm CET // language: EN where: live online
Practical training content for work on HV systems in a voltage-free state.
Important:
This course is a practical training, it is not a qualification according to DGUV-I 209-093 Expert Person High Voltage (FHV).
Please state the following ID when making your booking: BEG-HV-2cE
Course content
- Best practice “Handling of HV vehicles“
- DGUV-I 209-093
- 5 safety regulations
- Electrical hazards and safety measures
- Professional and management responsibility
- HV topologies and state of the art
- Construction of HV on-board electrical systems / high-voltage components
- Documentation and labeling
- PPE, tools and workshop equipment
- You carry out independent activities on the high-voltage vehicle (Disconnecting, re-commissioning...)
- Familiarize yourself with the appropriate measuring equipment and methods
- You learn how to use safety equipment
- You get an overview of high voltage components
- You learn how to handle HV vehicles safely and apply your knowledge in practice using practical examples and exercises
Intended audience
Skilled persons for work on HV systems in a voltage-free state.
Requirements
- Previous electrical engineering knowledge in the automotive sector.
- Desirable: Qualification measures according to DGUV-I 209-093 level 1/2.
In addition to the training, please bring your personal protective equipment:
- Safety shoes (at least S1 according to DIN EN ISO 20345)
- Insulation gloves according to IEC 60903:2014 or. EN 60903 VDE 0682- 311:2004 class 0 to 1000 volts
- 2 pole voltage tester according to IEC 61243-3:2014 or. DIN EN 61243-3 VDE 0682-401:2015
Number of participants
min. 4, max. 6
Seminar duration
2 days
Upcoming dates
16.-17.04.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
You will learn about the basic principles of fuel cells and fuel cell systems and will gain an overview of the components and their functions. You will furthermore learn about how they work and about the cause-effect relationships of these systems.
Please state the following ID when making your booking: BEG-TFC01
Course content
- Basic principles of handling hydrogen
- Basic principles of fuel cells
- Basic principles of fuel cell systems
- Information about simple and more complex systems and their components
- Basic principles concerning functional chains and control for the operation of a fuel cell system
Intended audience
Employees involved in fuel cell projects, technical sales, or marketing as well as any other employees interested in this topic
Number of participants
min. 8, max. 16
Seminar duration
1 day
Upcoming dates
19.-20.03.2024 9:00 am - 12:30 pm CET // language: EN where: live online
11.06.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
25.-26.09.2024 2:00 pm - 5:30 pm CET // language: EN where: live online
17.10.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
The course provides an introduction to the various diagnostics-related topics, from the legally required OBD-II diagnostics to customer-specific diagnostics. The basics of diagnostic communication are also covered. The course primarily focuses on automotive diagnostics but also looks at non-automotive diagnostics.
Please state the following ID when making your booking: BEG-VHD01
Course content
Day 1 | Introduction
- Introduction
- Statutory diagnostics: introduction to OBD-II
- Introduction to customer-specific diagnostics
- General diagnostic communication mechanisms
- Diagnostic data for OBD-II
Day 2 | Diagnostics
- Possible physical layer
- Transport protocol
- Diagnostic gateway
- Diagnostic development
- Overview of connectivity and other topics with regard to diagnostics
Requirements
You have already gained an overall understanding of the various aspects of diagnostics and you know where to find more detailed information and can use the acquired knowledge in your daily work.
Intended audience
Employees involved in function and software development, software product design (system design), calibration, or systems engineering.
Number of participants
min. 8, max. 18
Seminar duration
2 days
Upcoming dates
16.-17.04.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
08.-11.07.2024 1:30 pm - 5:30 pm CET // language: EN where: live online
17.-18.09.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
04.-07.11.2024 8:30 am - 12:30 pm CET // language: EN where: live online
In this one-day basic course, you will learn the basics of conflict management.You’ll obtain the knowledge about conflicts and acquires an internal attitude for the resolution of conflicts as a conflict party or as an impartial third party.
Please state the following ID when making your booking: BEG-KMT02
Course content
- Definition of a social conflict
- Emergence of conflicts, own aspects of conflict
- Estimation of a conflict: What can I achieve? Where can I intervene at all? What do I prefer to stay away from?
- The inner attitude and how to reach stable conflict solution
- Conflict prevention
- How do I maintain my neutrality?
- Concept of Non-violent Communication
What has been learned in this course can be consolidated in the one-day advanced training (BEG-KMT03) and expanded by getting to know and practicing deescalating methods.
Intended audience
The course is directed at people who take over an intermediatory or advisory function, e.g., as a Scrum master in the agile environment, agile coach, executives or Workshop facilitators in low-escalated conflict situations. Moderation knowledge exists ideally, but not is necessary compelling.
Requirements
Moderation knowledge exists ideally, but not is necessary compelling.
Number of participants
min. 9, max. 12
Seminar duration
1 day
Upcoming dates
27.02.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
10.-11.04.2024 2:00 pm - 5:30 pm CET // language: EN where: live online
24.10.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
In this one-day advanced training, which is based on the basic course (BEG-KMT02), we apply intervention techniques that contribute to the deceleration of a charged discussion atmosphere and rebuild constructive communication.
Please state the following ID when making your booking: BEG-KMT03
Course content
The training provides a set of tools that can be applied according to the individual needs and aim to achieve lasting solutions for all involved. The methods can be used for conflict situations in one-on-one meetings, in teams and groups.
- Structured process of conflict moderation for low escalated conflicts
- Deescalating and decelerating moderation methods
- Bringing conflicts to the surface and constructively looking for lasting solutions
- Role plays on conflicts and testing of intervention techniques to restore a constructive discussion atmosphere
Intended audience
The course is directed at people who take over an intermediatory or advisory function, e.g., as a Scrum master in the agile environment, agile coach, executives or Workshop facilitators in low-escalated conflict situations. Moderation knowledge exists ideally, but not is necessary compelling.
Requirements
- Participation in the basic course (BEG-KMT02) is recommended, but not mandatory if previous knowledge is available.
- Moderation knowledge exists ideally, but not is necessary compelling.
Number of participants
min. 9, max. 12
Seminar duration
1 day
Upcoming dates
19.03.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
24.-25.04.2024 2:00 pm - 5:30 pm CET // language: EN where: live online
05.11.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
ROS is the most known robotics framework that allows the development of complex systems with modular structure in short development cycles. In research and advanced development ROS is already widely used especially for prototyping. In product development, there are some challenges, but it offers great chances at the same time. The training should give you basics and methodical approaches of ROS2 to switch from the older ROS1 to the new version.
Please state the following ID when making your booking: BEG-ROS2
Course content
- Overview and History
- Commercial Use of ROS
- Basic Concepts and Tools for ROS2
- Fundamental Architecture
- Functional Building Blocks (Selection)
- Development Concepts, Tools and APIs
- Advanced Concept
- Further Reading
Intended audience
Experienced employees involved in software development.
Number of participants
min. 6, max. 12
Seminar duration
1 day
Upcoming dates
09.04.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
10.07.2024 9:00 am - 5:00 pm CET // language: EN where: on-site training in D-74232 Abstatt
24.09.2024 9:00 am - 5:00 pm CET // language: DE where: on-site training in D-74232 Abstatt
13.-14.11.2024 2:00 pm - 5:30 pm CET // language: EN where: live online
