Wind Speed Forecasting Using ARMA Method with Implementation Insights

Utilization of ARMA methodology for wind speed prediction, converting measured wind speed data into forecasted values through time series analysis and model fitting techniques

Predicted Values from Models Based on Grey Theory

This program calculates predicted values using models built on grey theory, implementing the GM(1,1) mathematical model for time series forecasting with code-level parameter estimation and residual analysis.

ANN Neural Network Prediction Method

The ANN-based neural network prediction method enables accurate plotting of curves comparing predicted values versus actual values, along with error analysis curves for comprehensive performance evaluation