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Baran Yildiz
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Year
A review and analysis of regression and machine learning models on commercial building electricity load forecasting
B Yildiz, JI Bilbao, AB Sproul
Renewable and Sustainable Energy Reviews 73, 1104-1122, 2017
5422017
Recent advances in the analysis of residential electricity consumption and applications of smart meter data
B Yildiz, JI Bilbao, J Dore, AB Sproul
Applied Energy 208, 402-427, 2017
2472017
Household electricity load forecasting using historical smart meter data with clustering and classification techniques
B Yildiz, JI Bilbao, J Dore, A Sproul
2018 IEEE Innovative Smart Grid Technologies-Asia (ISGT Asia), 873-879, 2018
592018
Analysis of electricity consumption and thermal storage of domestic electric water heating systems to utilize excess PV generation
B Yildiz, JI Bilbao, M Roberts, S Heslop, J Dore, A Bruce, I MacGill, ...
Energy 235, 121325, 2021
412021
Short-term forecasting of individual household electricity loads with investigating impact of data resolution and forecast horizon
B Yildiz, JI Bilbao, J Dore, AB Sproul
Renewable Energy and Environmental Sustainability 3, 3, 2018
292018
Residential battery sizing model using net meter energy data clustering
R Tang, B Yildiz, PHW Leong, A Vassallo, J Dore
Applied Energy 251, 113324, 2019
252019
An assessment of electric vehicles and vehicle to grid operations for residential microgrids
D O’Neill, B Yildiz, JI Bilbao
Energy Reports 8, 4104-4116, 2022
182022
Assessment of control tools for utilizing excess distributed photovoltaic generation in domestic electric water heating systems
B Yildiz, M Roberts, JI Bilbao, S Heslop, A Bruce, J Dore, I MacGill, ...
Applied Energy 300, 117411, 2021
152021
Temporal patterns of residential air conditioning consumption in Australia’s eastern capital cities
S Heslop, M Roberts, B Yildiz, A Bruce, R Egan, I MacGill
Asia-Pacific Solar Research Conference, 2019
72019
A method for classifying households to help forecasting their photovoltaic electricity self-consumption patterns
B Yildiz, J Bilbao, A Sproul, J Dore
Asia Pacific Solar Research Conference, 2017
42017
Real-world data analysis of distributed PV and battery energy storage system curtailment in low voltage networks
B Yildiz, N Stringer, T Klymenko, MS Samhan, G Abramowitz, A Bruce, ...
Renewable and Sustainable Energy Reviews 186, 113696, 2023
32023
Curtailment and Network Voltage Analysis Study (Project Report)
B Yildiz, S Adams, S Samarakoon, N Stringer, A Bruce, I MacGill
https://www.racefor2030.com.au/publications/, 2021
3*2021
Curtailment and Network Voltage Analysis Study
B Yildiz, S Naomi, A Sophie, S Shanil, A Bruce Anna, MacGill Iain, Sproul
IEEE PES Innovative Smart Grid Technologies Asia (ISGT) 2021, 2021
32021
A Novel Temperature-Independent Model for Estimating the Cooling Energy in Residential Homes for Pre-Cooling and Solar Pre-Cooling
S Heslop, B Yildiz, M Roberts, D Chen, T Lau, S Naderi, A Bruce, I MacGill, ...
Energies 15 (23), 9257, 2022
12022
Capturing Photons Using High Ground Coverage Ratio (GCR) approaches
R Evans, B Yildiz, J Bilbao
2020 47th IEEE Photovoltaic Specialists Conference (PVSC), 2296-2299, 2020
12020
Voltage Analysis of the Low Voltage Distribution Network in the Australian National Energy Market
B Yildiz, N Stringer, S Heslop, A Bruce, I MacGill, P Heywood, R Passey
https://prod-energycouncil.energy.slicedtech.com.au/lv-voltage-report, 2020
2020
Forecasting of individual household electricity loads for energy management systems
B Yildiz
UNSW Sydney, 2019
2019
Domestic hot water systems as energy storage for excess PV. A thermal model and performance analysis.
D Saldivia, A Bruce, B Yildiz
Shifting domestic electric water heating to solar hours reduces battery capacity requirements by 80%: a case study in regional Victoria
W Ertler, B Yildiz, M Shaw
A review of services and value provided by EV managed charging
L Wang, B Yildiz, A Bruce
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Articles 1–20