IEEE - Institute of Electrical and Electronics Engineers, Inc. - Short-term Load Forecasting Based on GBDT Combinatorial Optimization

2018 2nd IEEE Conference on Energy Internet and Energy System Integration (EI2)

Author(s): Song Liu ; Yaming Cui ; Yaze Ma ; Peng Liu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2018
Conference Location: Beijing, China, China
Conference Date: 20 October 2018
Page(s): 1 - 5
ISBN (Electronic): 978-1-5386-8549-5
ISBN (USB): 978-1-5386-8548-8
DOI: 10.1109/EI2.2018.8582108
Regular:

When using a single model for short-term electric load forecasting, the prediction results are easily affected by unexpected events and fall into local optimization. In this paper, a short-term... View More

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