Jean-Simon Venne

LSTM-based indoor air temperature prediction framework for HVAC systems in smart buildings

Fatma Mtibaa, Kim Khoa Nguyen, Muhammad Azam et al. · Neural Computing and Applications · 2020 · 121 citations

Engineering, Smart Building, Energy Efficiency +7

Autoregressive neural networks with exogenous variables for indoor temperature prediction in buildings

Benoit Delcroix, Jérôme Le Ny, Michel Bernier et al. · Building Simulation · 2020 · 47 citations

Built Environment, Engineering, Machine Learning +9

Unified architecture for data-driven metadata tagging of building automation systems

Sakshi Mishra, Andrew Glaws, Dylan Cutler et al. · Automation in Construction · 2020 · 26 citations · Full text

Metadata Interoperability, Data-driven Metadata Tagging, Engineering +15

A reinforcement learning approach for thermostat setpoint preference learning

Hussein Elehwany, Mohamed Ouf, Burak Gunay et al. · Building Simulation · 2023 · 15 citations

Energy Management, Process Control, Sequential Decision Making +2