EEE4.. - Introduction to Energy Analytics (Subject to Approval for 2020-2021 Fall)
Office Hours by Reservation via e-mail
Venue: Dr Zor's Office
Objectives: This course aims to teach theoretical and practical aspects of energy analytics by covering major electric power system applications of predictive analytics.
Contents: An Overview of Turkish Electric Power System and Electricity Market, Digitalisation of Energy, Internet of Energy, Introduction to Energy Analytics, Basics of R Programming Language, Preparation and Wrangling of Energy Data, Visualisation of Energy Data, Exploratory Data Analysis for Energy Analytics, Introduction to Energy Forecasting, Electric Load Forecasting, Building Electrical Energy Consumption Forecasting, Reactive Power Forecasting, Renewable Energy Forecasting: Solar and Wind Energy Forecasting, and Electricity Price Forecasting.
Lecture Slide for Week 1: Course Introduction and Scope