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  • 标题:PERAMALAN BEBAN LISTRIK DAERAH ISTIMEWA YOGYAKARTA DENGAN METODE SINGULAR SPECTRUM ANALYSIS (SSA)
  • 本地全文:下载
  • 作者:Herni Utami ; Yunita Wulan Sari ; Subanar Subanar
  • 期刊名称:MEDIA STATISTIKA
  • 印刷版ISSN:1979-3693
  • 电子版ISSN:2477-0647
  • 出版年度:2019
  • 卷号:12
  • 期号:2
  • 页码:214-225
  • DOI:10.14710/medstat.12.2.214-225
  • 出版社:MEDIA STATISTIKA
  • 摘要:This paper will study forecasting model for electricity demand in Yogyakarta and forecast it for 2019 until 2024. Usually, electricity demand data contain seasonal. We propose Singular Spectral Analysis-Linear Recurrent Formula (SSA-LRF) method. The SSA process consists of decomposing a time series for signal extraction and then reconstructing a less noisy series which is used for forecasting. The SSA-LRF method will be used to forecast h-step ahead. In this study, we use monthly electricity demand in Yogyakarta for 11 year (2008 to 2018). The forecasting results indicates that the forecast using window length of L=26 have good performance with MAPE of 1.9%.
  • 关键词:Forecasting model;Singular Spectral Analysis;Linear Recurrent Formula;Electricity demand;Forecasting model;Singular Spectral Analysis;Linear Recurrent Formula;Electricity demand
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