Proceedings of the 2nd International Conference on Electrical and Electronic Engineering (EEE 2019)

A Model for Micro-grid Short-term Load Forecasting Based on SR-LS-SVR

Authors
Yu-xian Zhang, Yu-bao Gao
Corresponding Author
Yu-xian Zhang
Available Online July 2019.
DOI
https://doi.org/10.2991/eee-19.2019.4How to use a DOI?
Keywords
Micro-grid, Net load, Short-term load forecasting, SVR
Abstract
Considering the impact of distributed power on the net load, the short-term load forecasting model established by SR-LS-SVR from the global perspective of the distribution network. The model parameters are quickly optimized by fine-grained parallel PSO. The accuracy, robustness and efficiency of the model are verified by the Ausgrid smart grid measurement data.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
2nd International Conference on Electrical and Electronic Engineering (EEE 2019)
Part of series
Advances in Engineering Research
Publication Date
July 2019
ISBN
978-94-6252-754-6
ISSN
2352-5401
DOI
https://doi.org/10.2991/eee-19.2019.4How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Yu-xian Zhang
AU  - Yu-bao Gao
PY  - 2019/07
DA  - 2019/07
TI  - A Model for Micro-grid Short-term Load Forecasting Based on SR-LS-SVR
BT  - 2nd International Conference on Electrical and Electronic Engineering (EEE 2019)
PB  - Atlantis Press
SP  - 21
EP  - 25
SN  - 2352-5401
UR  - https://doi.org/10.2991/eee-19.2019.4
DO  - https://doi.org/10.2991/eee-19.2019.4
ID  - Zhang2019/07
ER  -