Modeling and Forecasting Electricity Loads and Prices: Statistical Approaches and Implementation
- Login to Download
- 1 Credits
Resource Overview
"Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach" by Rafał Weron, published by John Wiley and Sons in 2006. Includes original source code demonstrating statistical modeling implementations for electricity grid load and price forecasting systems.
Detailed Documentation
"Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach" is a significant work by Rafał Weron published in 2006 by John Wiley and Sons. The book provides comprehensive coverage of statistical methods for electricity load and price forecasting, along with the modeling techniques required to implement these predictions. Through detailed case studies and data analysis, Weron demonstrates practical applications of these techniques within power grid systems. The book includes Weron's original source code, which offers valuable implementation examples featuring key algorithms such as time series analysis, regression models, and probabilistic forecasting methods. This codebase serves as a practical resource for readers to apply these statistical approaches in real-world scenarios, with implementations covering data preprocessing, model calibration, and forecast validation procedures.
- Login to Download
- 1 Credits