Artificial neural network based short term electrical load forecasting

• Main Authors: Oon, Yi Her, Mahmud, Mohd. Saiful Azimi, Zainal Abidin, Mohamad Shukri, Ayop, Razman, Buyamin, Salinda
• Format: Article
• Language: English
• Published: Institute of Advanced Engineering and Science 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/99459/1/MohdSaifulAzimi2022_ArtificialNeuralNetworkBasedShortTerm.pdf; http://eprints.utm.my/id/eprint/99459/; http://dx.doi.org/10.11591/ijpeds.v13.i1.pp586-593

In power generation, a 24-hour load profile can vary significantly throughout the day. Therefore, power generation must be adjusted to reduce money loss due to excess generation. This paper presents a short-term load forecasting (STLF) system design using artificial neural network (ANN). As ANN come...