- A basic understanding of electrical engineering principles
- Familiarity with substation operations and design concepts
- No prior experience with AI is required
Audience
- Electrical engineers and substation designers
- Power system planners and grid operators
- Professionals interested in AI-driven solutions for electrical engineering
AI in Electrical Engineering is a specialized training that focuses on integrating artificial intelligence into the design and management of electrical systems.
This instructor-led, live training (online or onsite) is aimed at intermediate-level professionals who wish to explore the design and implementation of digital substations and power lines using current trends and AI tools.
By the end of this training, participants will be able to:
- Understand the transition from conventional to digital substations.
- Identify key trends in substation design and smart grids.
- Apply AI techniques to the design and optimization of electrical lines and substations.
- Leverage tools like Python, MATLAB, and PowerFactory for AI-driven electrical engineering solutions.
- Implement AI algorithms for predictive maintenance and fault detection in substations.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Introduction to Digital Substations
- Understanding conventional vs digital substations
- Core components of digital substations: IEDs, process bus, and station bus
- IEC 61850 communication standard
Current Trends in Substation Design
- Role of smart grids in modern power systems
- Innovations in substation automation and monitoring
- Integration of renewable energy in substation design
AI Fundamentals for Electrical Engineering
- Introduction to AI and machine learning concepts
- Supervised, unsupervised, and reinforcement learning basics
- AI tools and platforms 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 with AI tools
AI for Predictive Maintenance and Fault Detection
- Machine learning models for predictive maintenance
- Identifying 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 role of AI in the evolution of digital substations
- Emerging technologies in smart grids and power systems
- Opportunities for further learning and specialization in AI and electrical engineering
Summary and Next Steps
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