Intelligent multi-zone residential HVAC control strategy based on deep reinforcement learning F Li, Y Du Deep Learning for Power System Applications: Case Studies Linking Artificial …, 2023 | 175 | 2023 |
Multi-task deep reinforcement learning for intelligent multi-zone residential HVAC control Y Du, F Li, J Munk, K Kurte, O Kotevska, K Amasyali, H Zandi Electric Power Systems Research 192, 106959, 2021 | 50 | 2021 |
Semantics-enabled framework for spatial image information mining of linked earth observation data KR Kurte, SS Durbha, RL King, NH Younan, R Vatsavai IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016 | 34 | 2016 |
Evaluating the adaptability of reinforcement learning based HVAC control for residential houses K Kurte, J Munk, O Kotevska, K Amasyali, R Smith, E McKee, Y Du, B Cui, ... Sustainability 12 (18), 7727, 2020 | 31 | 2020 |
Ten questions concerning reinforcement learning for building energy management Z Nagy, G Henze, S Dey, J Arroyo, L Helsen, X Zhang, B Chen, ... Building and Environment 241, 110435, 2023 | 25 | 2023 |
A spatio-temporal ontological model for flood disaster monitoring KR Kurte, SS Durbha, RL King, NH Younan, AV Potnis 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017 | 21 | 2017 |
Big data processing using HPC for remote sensing disaster data UM Bhangale, KR Kurte, SS Durbha, RL King, NH Younan 2016 IEEE international geoscience and remote sensing symposium (IGARSS …, 2016 | 19 | 2016 |
Deep reinforcement learning for autonomous water heater control K Amasyali, J Munk, K Kurte, T Kuruganti, H Zandi Buildings 11 (11), 548, 2021 | 17 | 2021 |
Demonstration of intelligent HVAC load management with deep reinforcement learning: real-world experience of machine learning in demand control Y Du, F Li, K Kurte, J Munk, H Zandi IEEE Power and Energy Magazine 20 (3), 42-53, 2022 | 15 | 2022 |
Rl-hems: Reinforcement learning based home energy management system for hvac energy optimization O Kotevska, K Kurte, J Munk, T Johnston, E Mckee, K Perumalla, H Zandi Oak Ridge National Lab.(ORNL), Oak Ridge, TN (United States), 2020 | 15 | 2020 |
Methodology for interpretable reinforcement learning model for HVAC energy control O Kotevska, J Munk, K Kurte, Y Du, K Amasyali, RW Smith, H Zandi 2020 IEEE International Conference on Big Data (Big Data), 1555-1564, 2020 | 14 | 2020 |
Semantics-enabled spatio-temporal modeling of earth observation data: An application to flood monitoring K Kurte, A Potnis, S Durbha Proceedings of the 2nd ACM SIGSPATIAL international workshop on advances on …, 2019 | 13 | 2019 |
A geospatial ontological model for remote sensing scene semantic knowledge mining for the flood disaster AV Potnis, SS Durbha, KR Kurte IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 13 | 2018 |
Accelerating big data processing chain in image information mining using a hybrid HPC approach KR Kurte, UM Bhangale, SS Durbha, RL King, NH Younan 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016 | 13 | 2016 |
Toward urban water security: broadening the use of machine learning methods for mitigating urban water hazards MR Allen-Dumas, H Xu, KR Kurte, D Rastogi Frontiers in Water 2, 562304, 2021 | 12 | 2021 |
Regional-scale spatio-temporal analysis of impacts of weather on traffic speed in Chicago using probe data K Kurte, S Ravulaparthy, A Berres, M Allen, J Sanyal Procedia Computer Science 155, 551-558, 2019 | 11 | 2019 |
High resolution disaster data clustering using Graphics Processing Units KR Kurte, SS Durbha 2013 IEEE international geoscience and remote sensing symposium-IGARSS, 1696 …, 2013 | 10 | 2013 |
Comparative analysis of model-free and model-based HVAC control for residential demand response K Kurte, K Amasyali, J Munk, H Zandi proceedings of the 8th ACM international conference on systems for energy …, 2021 | 9 | 2021 |
Deep reinforcement learning for residential HVAC control with consideration of human occupancy E McKee, Y Du, F Li, J Munk, T Johnston, K Kurte, O Kotevska, K Amasyali, ... 2020 IEEE power & energy society general meeting (PESGM), 1-5, 2020 | 9 | 2020 |
The role of humidity in determining future electricity demand in the southeastern United States D Rastogi, F Lehner, T Kuruganti, KJ Evans, K Kurte, J Sanyal Environmental Research Letters 16 (11), 114017, 2021 | 8 | 2021 |