Electricity consumption forecasting using Nonlinear Autoregressive with External (Exogeneous) input neural network

• Main Authors: K. G., Tay, Muwafaq, Hassan, Ismail, Shuhaida, Ong, Pauline
• Format: Article
• Language: English
• Published: HRPub 2019
• Subjects: TK3001-3521 Distribution or transmission of electric power
• Online Access: http://eprints.uthm.edu.my/642/1/DNJ9639_d037c088bf732c91c2b4c801eb6d1052.pdf; http://eprints.uthm.edu.my/642/; https://doi.org/10.13189/ujeee.2019.061605

Forecasting is prediction of future values based on historical data. Electricity consumption forecasting is crucial for utility company to plan for future power system generation. Even though there are previous works of electricity consumption forecasting using Artificial Neural Network (ANN), but m...