Indonesian electricity load forecasting using singular spectrum analysis, fuzzy systems and neural networks

• Main Authors: Sulandari, W., Subanar, Subanar, Lee, M. H., Rodrigues, P. C.
• Format: Article
• Published: Elsevier Ltd. 2020
• Subjects: QA Mathematics
• Online Access: http://eprints.utm.my/id/eprint/88021/; http://www.dx.doi.org/10.1016/j.energy.2019.116408

Electricity plays a key role in human life. This study presents several methods to forecast Indonesian electricity load demand and compares the performance of the methods. The Indonesian hourly and half-hourly load series tend to have multiple seasonal patterns. Singular Spectrum Analysis (SSA) is c...