Course Overview
This course introduces electric load forecasting from both statistical and practical aspects using the language and examples in the power industry. Through hands-on exercises, participants gain experience of load forecasting for a variety of horizons (short, very short, medium and long term forecasts).
Course Objective
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Review of electric power distribution load characteristic (how it is done)
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Understand practical characteristic and planning methods
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Understand basic theory and mathematics of modern distribution load characteristic.
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Estimate Power Quality State
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Specify the accuracy and information content requirements
Who Should Attend??
Engineers, managers, planners and analysts who work for power supply companies and who have to make investment decisions requiring a better understanding of how the power system impacts the economics of generation.
Course Outline
- Basic statistical concepts
- Regression analysis
- Time series and linear regression
- Load forecasting using minitab
- Load forecasting using time series
- Load forecasting using neural network
Training Methodology
- Presentation & Slides
- Audio Visual Aids
- Interactive Discussion
- Participatory Exercise
- Action Learning
- Class Activities
- Case Studies
- Workshops
- Simulation