Machine learning vs. hybrid machine learning model for optimal operation of a chiller

SH Park, KU Ahn, S Hwang, S Choi… - Science and Technology …, 2019 - Taylor & Francis
This article compares two modeling approaches for optimal operation of a turbo chiller
installed in an office building:(1) a machine learning model developed with artificial neural …

Automated multi-zone linear parametric black box modeling approach for building HVAC systems

RH Chintala, BP Rasmussen - Dynamic Systems …, 2015 - asmedigitalcollection.asme.org
Optimal control algorithms such as distributed model predictive control (DMPC) offer
tremendous potential in reducing energy consumption of building operations. Heating …