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This document summarizes a study that used the Seasonal ARIMA model and Moving Range Control Charts to forecast average wind speeds in Semarang, Indonesia. The best ARIMA model was identified as ARIMA(0,0,1)(0,0,1)12. The model was verified using Moving Range Control Charts on the residuals, which all fell within control limits, indicating the model was a good fit. Forecasts for the next 15 periods showed a seasonal pattern of higher average wind speeds in January each year, consistent with the patterns in

Author

Halimatus Sa'diah

Language

EN