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Kuldeep Kurte
Kuldeep Kurte
Research Scientist
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Title
Cited by
Cited by
Year
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
1692023
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
472021
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
342016
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
312020
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
242023
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
212017
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
182016
Deep reinforcement learning for autonomous water heater control
K Amasyali, J Munk, K Kurte, T Kuruganti, H Zandi
Buildings 11 (11), 548, 2021
162021
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
152022
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
152020
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
142020
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
132019
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
132018
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
122021
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
122016
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
112019
High resolution disaster data clustering using Graphics Processing Units
KR Kurte, SS Durbha
2013 IEEE international geoscience and remote sensing symposium-IGARSS, 1696 …, 2013
102013
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
92021
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
82021
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
82020
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