Language: English
Course Overview
This course introduces the tools and programs skills that can be used in power system data gathering, analysis and presenting. Through hands-on exercises, participants gain experience of data scientist.
Course Objective
- Review the power system data collecting methodology
- Applying the specific statistic programs to analyze the data
Who Should Attend??
All engineers and technicians involved in the power sectors and power planning, operation, and also in the factories, and enterprises.
Course Outline
- Introduce the power system data collecting
- Introduce the concepts of Quantitative and qualitative studies
- Data processing - Duplicate distributions and representation methods
- Measures of central tendency and its applications - Scattering measurements and applications - Statistical drawings
- Correlation - for quantitative and descriptive data
- Linear regression and its applications - Statistical distributions and their applications
- test for two independent samples - test t for an average of one sample - test t
- Independent
- Time series: defined - graphically - converted the time series to Stationary
- MA and AR type selection models
- Classification methods and applications
Training Methodology
- Presentation & Slides
- Audio Visual Aids
- Interactive Discussion
- Participatory Exercise
- Action Learning
- Class Activities
- Case Studies
- Workshops
- Simulation