Forecasting residential electricity consumption using a hybrid machine learning model with online search data

F Gao, H Chi, X Shao - Applied Energy, 2021 - Elsevier
Accurate forecasting of residential electricity consumption plays an important role in
formulating energy plans and ensuring the safety of power system operations. In order to …

Forecasting residential electricity consumption using a hybrid machine learning model with online search data

F Gao, H Chi, X Shao - Applied Energy, 2021 - econpapers.repec.org
Accurate forecasting of residential electricity consumption plays an important role in
formulating energy plans and ensuring the safety of power system operations. In order to …

Forecasting residential electricity consumption using a hybrid machine learning model with online search data

F Gao, H Chi, X Shao - Applied Energy, 2021 - ideas.repec.org
Accurate forecasting of residential electricity consumption plays an important role in
formulating energy plans and ensuring the safety of power system operations. In order to …

Forecasting residential electricity consumption using a hybrid machine learning model with online search data

F Gao, H Chi, X Shao - Applied Energy, 2021 - ui.adsabs.harvard.edu
Accurate forecasting of residential electricity consumption plays an important role in
formulating energy plans and ensuring the safety of power system operations. In order to …

Forecasting residential electricity consumption using a hybrid machine learning model with online search data

F Gao, H Chi, X Shao - Applied Energy, 2021 - inis.iaea.org
[en] Highlights:• A novel hybrid model is proposed to predict residential electricity
consumption.• Online search data is introduced into residential electricity consumption …

[引用][C] Forecasting residential electricity consumption using a hybrid machine learning model with online search data

F Gao, H Chi, X Shao - 2021