Short-term load forecasting using time series clustering

DOI10.1007/s11081-022-09760-1OpenAlexW4297163898MaRDI QIDQ2101682

Yanyan Li

Publication date: 6 December 2022

Published in: Optimization and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11081-022-09760-1

zbMATH Keywords

short-term load forecastingdistance measuresclustering time seriesload patternsequence patternsimilar pattern method

Mathematics Subject Classification ID

Artificial intelligence (68Txx) Inference from stochastic processes (62Mxx) Multivariate analysis (62Hxx)

Uses Software

• CRAN
• cluster (R)
• fpc
• PSF
• Tsclust
• clusfind

Cites Work

• One step-ahead ANFIS time series model for forecasting electricity loads
• A periodogram-based metric for time series classification
• Finding Groups in Data
• Unnamed Item
• Unnamed Item

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