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Duration 21 hours
Course Outline
Introduction to Digital Substations
- Distinguishing between conventional and digital substations
- Key components of digital substations: IEDs, process bus, and station bus
- The IEC 61850 communication standard
Current Trends in Substation Design
- The role of smart grids in contemporary power systems
- Advances in substation automation and monitoring
- Incorporating renewable energy into substation design
AI Fundamentals for Electrical Engineering
- Overview of AI and machine learning concepts
- Basics of supervised, unsupervised, and reinforcement learning
- AI tools and platforms suitable for engineering applications
AI in Designing Electrical Lines and Substations
- Optimizing substation layouts using AI
- AI-driven load flow analysis and fault detection
- Power system stability analysis utilizing AI tools
AI for Predictive Maintenance and Fault Detection
- Machine learning models for predictive maintenance
- Detecting anomalies and faults using AI algorithms
- Case studies: AI in fault detection and repair scheduling
Hands-on Exercises
- Implementing AI algorithms for substation optimization
- Using Python for load flow and fault analysis
- Exploring MATLAB and PowerFactory for AI applications in power systems
Future Trends and Opportunities
- The impact of AI on the evolution of digital substations
- Emerging technologies in smart grids and power systems
- Opportunities for further learning and specialization in AI and electrical engineering
Requirements
- A foundational grasp of electrical engineering principles.
- Familiarity with substation operations and design concepts.
- No previous experience with AI is necessary.
Target Audience
- Electrical engineers and substation designers.
- Power system planners and grid operators.
- Professionals seeking AI-driven solutions for electrical engineering challenges.
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3900 € + VAT*
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