Dynamic Similar Sub-Series Selection Method for Time Series Forecasting

Dynamic Similar Sub-Series Selection Method for Time Series Forecasting

Accumulation of influencing factors during several consecutive time periods makes the variation of target parameters lag behind the variation of their influencing factors. This important phenomenon, known as the cumulative effect, would lead to relatively large forecasting errors. In this paper, the...

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Bibliographic Details
Main Authors: Peiqiang Li, Jiang Zhang, Canbing Li, Bin Zhou, Yongjun Zhang, Manman Zhu, Ning Li
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Forecasting method
time series
cumulative effect
short-term daily average load
electricity price
Online Access:https://ieeexplore.ieee.org/document/8371612/

Internet

https://ieeexplore.ieee.org/document/8371612/

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