Hybrid Holts-Winter’s model and artificial neural network for short term load data

• Main Authors: Kamisan, Nur Arina Bazilah, Norrulashikin, Siti Mariam, Hassan, Siti Fatimah
• Format: Conference or Workshop Item
• Published: 2023
• Subjects: QA Mathematics
• Online Access: http://eprints.utm.my/107982/; http://dx.doi.org/10.1063/5.0110907
• Institution: Universiti Teknologi Malaysia

Since seasonal data incorporates a seasonal cycle, forecasting seasonal data differs from forecasting ordinary time series data. Because of its utility in forecasting a linear relationship with other factors, Holt-Winter's model has been frequently employed in load forecasting. However, Holt-ha...