Load Forecasting and System Upgrade

Day 1: Fundamentals of Power Systems and Network Components

• Understanding the structure of electrical generation, transmission, and distribution systems
• Reviewing transformer types and power factor characteristics in electrical networks
• Understanding the operating principles of motors and generators
• Evaluating switchgear systems and low-voltage distribution panels
• Understanding circuit breaker technologies and protection applications
• Reviewing protection relay types and their role in system reliability
• Identifying critical considerations for power system modernization and upgrades

Day 2: Load Analysis and Electrical Network Modeling

• Understanding different categories of electrical loads and consumption characteristics
• Performing electrical load estimation and demand calculations
• Applying diversity, demand, and utilization factors to system design
• Evaluating voltage sensitivity and load behavior within electrical networks
• Utilizing engineering software tools for network modeling and load analysis
• Performing load calculations for low- and medium-voltage systems
• Understanding smart metering technologies, electrical measurements, customer load profiles, and equipment operating cycles

Day 3: System Upgrade Planning and Load Behavior Analysis

• Understanding coincident and non-coincident load characteristics
• Evaluating diversity factors and demand management strategies
• Analyzing load profiles, duration curves, and load shedding strategies
• Applying load sampling techniques for power system analysis
• Selecting appropriate sampling methods for different forecasting applications
• Understanding the relationship between system losses, network demand, and operational efficiency
• Developing system upgrade strategies that support customer growth and service reliability

Day 4: Load Forecasting Models and Capacity Planning

• Understanding electrical load growth patterns and future capacity requirements
• Evaluating spatial load growth and demand distribution trends
• Applying forecasting performance measures and accuracy evaluation techniques
• Developing short-term forecasting models for operational planning
• Applying very short-term forecasting techniques for real-time system management
• Developing medium- and long-term forecasting models to support infrastructure expansion
• Practical workshop: Forecasting future demand for electrical distribution systems

Day 5: Advanced Load Forecasting Techniques and Strategic Planning

• Applying statistical, analytical, and hybrid load forecasting techniques
• Understanding hierarchical forecasting methods for large utility systems
• Identifying and correcting data anomalies through cleansing and validation techniques
• Forecasting demand response participation and retail energy consumption
• Reviewing common forecasting errors and strategies for improving prediction accuracy
• Developing integrated load forecasting and network upgrade plans for future-ready electrical systems
• Course review, practical case study, lessons learned, and final Q&A