Forecast of Community Total Electric Load and HVAC Component Disaggregation through a New LSTM-Based Method
Gong, Huangjie, Alden, Rosemary E., Patrick, Aron, Ionel, Dan M.
Published in Energies (Basel) (01.05.2022)
Published in Energies (Basel) (01.05.2022)
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Journal Article
Dynamic Modeling and Optimal Design for Net Zero Energy Houses Including Hybrid Electric and Thermal Energy Storage
Gong, Huangjie, Rallabandi, Vandana, Ionel, Dan M., Colliver, Donald, Duerr, Shaun, Ababei, Cristinel
Published in IEEE transactions on industry applications (01.07.2020)
Published in IEEE transactions on industry applications (01.07.2020)
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Journal Article
Transfer Learning in Deep Learning Models for Building Load Forecasting: Case of Limited Data
Nawar, Menna, Shomer, Moustafa, Faddel, Samy, Gong, Huangjie
Published in SoutheastCon 2023 (01.04.2023)
Published in SoutheastCon 2023 (01.04.2023)
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Conference Proceeding
Large-Scale Modeling and DR Control of Electric Water Heaters With Energy Star and CTA-2045 Control Types in Distribution Power Systems
Gong, Huangjie, Jones, Evan S., Jakaria, A H M, Huque, Aminul, Renjit, Ajit, Ionel, Dan M.
Published in IEEE transactions on industry applications (01.07.2022)
Published in IEEE transactions on industry applications (01.07.2022)
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Journal Article
Load Variation Reduction by Aggregation in a Community of Rooftop PV Residences
Gong, Huangjie, Rallabandi, Vandana, Ionel, Dan M.
Published in 2019 IEEE Power & Energy Society General Meeting (PESGM) (01.08.2019)
Published in 2019 IEEE Power & Energy Society General Meeting (PESGM) (01.08.2019)
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Conference Proceeding
Aggregated Generic Load Curve for Residential Electric Water Heaters
Gong, Huangjie, Akeyo, Oluwaseun M., Rooney, Tim, Branecky, Brian, Ionel, Dan M.
Published in 2021 IEEE Power & Energy Society General Meeting (PESGM) (26.07.2021)
Published in 2021 IEEE Power & Energy Society General Meeting (PESGM) (26.07.2021)
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Conference Proceeding
Optimization of Aggregated EV Power in Residential Communities with Smart Homes
Gong, Huangjie, Ionel, Dan M.
Published in 2020 IEEE Transportation Electrification Conference & Expo (ITEC) (01.06.2020)
Published in 2020 IEEE Transportation Electrification Conference & Expo (ITEC) (01.06.2020)
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Conference Proceeding
Combined Use of EV Batteries and PV Systems for Improving Building Resilience to Blackouts
Gong, Huangjie, Ionel, Dan M.
Published in 2021 IEEE Transportation Electrification Conference & Expo (ITEC) (21.06.2021)
Published in 2021 IEEE Transportation Electrification Conference & Expo (ITEC) (21.06.2021)
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Conference Proceeding
LSTM Forecasts for Smart Home Electricity Usage
Alden, Rosemary E., Gong, Huangjie, Ababei, Cristinel, Ionel, Dan M.
Published in 2020 9th International Conference on Renewable Energy Research and Application (ICRERA) (27.09.2020)
Published in 2020 9th International Conference on Renewable Energy Research and Application (ICRERA) (27.09.2020)
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Conference Proceeding
Optimal Combinations of Utility Level Renewable Generators for a Net Zero Energy Microgrid Considering Different Utility Charge Rates
Jones, Evan S., Gong, Huangjie, Ionel, Dan M.
Published in 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) (01.11.2019)
Published in 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) (01.11.2019)
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Conference Proceeding