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Stepan Ulyanin
Stepan Ulyanin
Graduate Student, Georgia Institute of Technology
Adresse e-mail validée de gatech.edu - Page d'accueil
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Fusing TensorFlow with building energy simulation for intelligent energy management in smart cities
JR Vázquez-Canteli, S Ulyanin, J Kämpf, Z Nagy
Sustainable cities and society 45, 243-257, 2019
1942019
SCAFE: Automated simultaneous clustering and non-linear feature extraction of building energy profiles
S Ulyanin, J Vazquez-Canteli, JY Park, Z Nagy
Journal of Physics: Conference Series 1343 (1), 012037, 2019
22019
Adaptive multi-agent control of HVAC systems for residential demand response using batch reinforcement learning
J Vázquez-Canteli, S Ulyanin, J Kampf, Z Nagy
2018 Building Performance Analysis Conference, 683-690, 2018
22018
Adaptive Multi-Agent Control of HVAC Systems for Residential Demand Response Using Batch Reinforcement Learning (C094)
S Ulyanin, J Kampf, Z Nagy
2018 Building Performance Analysis Conference and SimBuild, 2018
2018
Feature extraction and clustering of building energy profiles encoded as images
S Ulyanin, JR Vazquez-Canteli, Z Nagy
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