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 | 192 | 2019 |
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 | 2 | 2019 |
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 | 2 | 2018 |
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 | | |