Baran Yildiz

A review and analysis of regression and machine learning models on commercial building electricity load forecasting

Jose I. Bilbao, Alistair B. Sproul, Baran Yildiz, 2017 .

Short-term forecasting of individual household electricity loads with investigating impact of data resolution and forecast horizon

Alistair B. Sproul, Baran Yildiz, Jose I. Bilbao, 2018 .

Residential battery sizing model using net meter energy data clustering

Philip H. W. Leong, Rui Tang, Baran Yildiz, 2019, Applied Energy.

Household electricity load forecasting using historical smart meter data with clustering and classification techniques

Jose I. Bilbao, Baran Yildiz, Jonathon Dore, 2018, 2018 IEEE Innovative Smart Grid Technologies - Asia (ISGT Asia).

A method for classifying households to help forecasting their Photovoltaic electricity self-consumption patterns

Baran Yildiz, Jonathon Dore, Alistair Sproul, 2017 .

Recent advances in the analysis of residential electricity consumption and applications of smart meter data

Jose I. Bilbao, Alistair B. Sproul, Baran Yildiz, 2017 .