Virtual power plant control for large residential communities using hvac systems for energy storage H Gong, ES Jones, RE Alden, AG Frye, D Colliver, DM Ionel IEEE Transactions on Industry Applications 58 (1), 622-633, 2021 | 39 | 2021 |
LSTM forecasts for smart home electricity usage RE Alden, H Gong, C Ababei, DM Ionel 2020 9th International conference on renewable energy research and …, 2020 | 38 | 2020 |
Residential electrical load monitoring and modeling–state of the art and future trends for smart homes and grids X Yuan, P Han, Y Duan, RE Alden, V Rallabandi, DM Ionel Electric Power Components and Systems 48 (11), 1125-1143, 2020 | 32 | 2020 |
Artificial intelligence method for the forecast and separation of total and hvac loads with application to energy management of smart and nze homes RE Alden, H Gong, ES Jones, C Ababei, DM Ionel IEEE Access 9, 160497-160509, 2021 | 21 | 2021 |
Demand response of hvacs in large residential communities based on experimental developments H Gong, ES Jones, RE Alden, AG Frye, D Colliver, DM Ionel 2020 IEEE Energy Conversion Congress and Exposition (ECCE), 4545-4548, 2020 | 21 | 2020 |
The effect of high efficiency building technologies and pv generation on the energy profiles for typical us residences ES Jones, RE Alden, H Gong, AG Frye, D Colliver, DM Ionel 2020 9th International Conference on Renewable Energy Research and …, 2020 | 19 | 2020 |
Smart plug and circuit breaker technologies for residential buildings in the us RE Alden, P Han, DM Ionel 2019 8th International Conference on Renewable Energy Research and …, 2019 | 12 | 2019 |
Digital twin for hvac load and energy storage based on a hybrid ml model with cta-2045 controls capability RE Alden, ES Jones, SB Poore, H Gong, A Al Hadi, DM Ionel 2022 IEEE Energy Conversion Congress and Exposition (ECCE), 1-5, 2022 | 9 | 2022 |
Decarbonization analysis for thermal generation and regionally integrated large-scale renewables based on minutely optimal dispatch with a Kentucky case study DD Lewis, A Patrick, ES Jones, RE Alden, AA Hadi, MD McCulloch, ... Energies 16 (4), 1999, 2023 | 8 | 2023 |
Co-simulation of smart grids and homes including ultra-fast HVAC models with CTA-2045 control and consideration of thermal comfort ES Jones, RE Alden, H Gong, A Al Hadi, DM Ionel 2022 IEEE Energy Conversion Congress and Exposition (ECCE), 1-6, 2022 | 8 | 2022 |
Stochastic battery soc model of ev community for v2g operations using cta-2045 standards H Gong, RE Alden, DM Ionel 2022 IEEE Transportation Electrification Conference & Expo (ITEC), 1144-1147, 2022 | 8 | 2022 |
Electric water heater modeling for large-scale distribution power systems studies with energy storage CTA-2045 based VPP and CVR RE Alden, H Gong, T Rooney, B Branecky, DM Ionel Energies 16 (12), 4747, 2023 | 7 | 2023 |
V2G optimization for dispatchable residential load operation and minimal utility cost RE Alden, A Timilsina, S Silvestri, DM Ionel 2023 IEEE Transportation Electrification Conference & Expo (ITEC), 1-4, 2023 | 4 | 2023 |
Co-simulation of electric power distribution systems and buildings including ultra-fast HVAC models and optimal DER control ES Jones, RE Alden, H Gong, DM Ionel Sustainability 15 (12), 9433, 2023 | 4 | 2023 |
Forecast of community total electric load and HVAC component disaggregation through a new LSTM-based method H Gong, RE Alden, A Patrick, DM Ionel Energies 15 (9), 2974, 2022 | 3 | 2022 |
Multi-Physics and Artificial Intelligence Models for Digital Twin Implementations of Residential Electric Loads SB Poore, RE Alden, H Gong, DM Ionel 2022 11th International Conference on Renewable Energy Research and …, 2022 | 2 | 2022 |
Smart Home HVAC Digital Twin ML Meta-model for Electric Power Distribution Systems with Solar PV and CTA-2045 Controls RE Alden, ES Jones, SB Poore, DM Ionel IEEE Transactions on Industry Applications, 2024 | 1 | 2024 |
Coordinated controls of residential ev chargers considering high power appliances SB Poore, RE Alden, DM Ionel 2024 IEEE Transportation Electrification Conference and Expo (ITEC), 1-5, 2024 | 1 | 2024 |
Assessment of Land and Renewable Energy Resource Potential for Regional Power System Integration with ML Spatio-temporal Clustering RE Alden, C Halloran, DD Lewis, DM Ionel, M McCulloch 2023 12th International Conference on Renewable Energy Research and …, 2023 | 1 | 2023 |
Combined Machine Learning and Differential Evolution for Optimal Design of Electric Aircraft Propulsion Motors DR Stewart, M Vatani, RE Alden, DD Lewis, P Asef, DM Ionel 2024 13th International Conference on Renewable Energy Research and …, 2024 | | 2024 |