Electricity load forecasting using hybrid wavelet neural network based on parallel prediction method

• Main Authors: Sovann, N., Nallagownden, P., Baharudin, Z.
• Format: Article
• Published: Institute of Electrical and Electronics Engineers Inc. 2017
• Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85011961530&doi=10.1109%2fICIAS.2016.7824088&partnerID=40&md5=3b9fe43e85d363ff889cb04587fabcf7; http://eprints.utp.edu.my/20219/

This paper presents a new hybrid load forecast model to improve the accuracy and robustness of load profile forecasting (1-24 hours ahead). It comprises of Wavelet transform and Neural network based on parallel prediction method, which is called 'PWNN'. Wavelet transform is used to decompo...