Two-Stage Short-Term Load Forecasting for Power Transformers Under Different Substation Operating Conditions

Two-Stage Short-Term Load Forecasting for Power Transformers Under Different Substation Operating Conditions

The load of transformers shows higher volatility and uncertainty than do the system-level and substation-level loads. This paper proposes a two-stage short-term load forecasting (STLF) model for power transformers. 1) Three state-of-the-art technologies are applied to predict the aggregated substati...

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Bibliographic Details
Main Authors: Hang Liu, Youyuan Wang, Chao Wei, Jiansheng Li, Yuandi Lin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Load distribution factor
nonlinear regression function
short-term load forecasting
substation operating condition
transformer
Online Access:https://ieeexplore.ieee.org/document/8890910/

Internet

https://ieeexplore.ieee.org/document/8890910/

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