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

DOI

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.

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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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  - Proceedings of the 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  - 10.2991/eee-19.2019.4
ID  - Zhang2019/07
ER  -