Review of modeling methods for HVAC systems
A Afram, F Janabi-Sharifi - Applied thermal engineering, 2014 - Elsevier
This work presents the literature review of the methods used to model the heating,
ventilation, and air conditioning (HVAC) systems. The model development is necessary for …
ventilation, and air conditioning (HVAC) systems. The model development is necessary for …
Optimal real-time energy management in apartment building integrating microgrid with multizone HVAC control
E Rezaei, H Dagdougui - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
Today, distribution systems are presently transforming from a demand-driven to an active
asset-driven activity, portrayed by expanding measures of decentralized generation units …
asset-driven activity, portrayed by expanding measures of decentralized generation units …
Study on the application of reinforcement learning in the operation optimization of HVAC system
Supervisory control can be used to optimize the HVAC system operation and achieve
building energy conservation, while reinforcement learning (RL) is considered as a …
building energy conservation, while reinforcement learning (RL) is considered as a …
Effects of intelligent strategy planning models on residential HVAC system energy demand and cost during the heating and cooling seasons
N Alibabaei, AS Fung, K Raahemifar, A Moghimi - Applied Energy, 2017 - Elsevier
Based on their structure, residential houses/buildings (RHs) can offer excellent opportunities
for managing their internal energy demand and subsequently lowering their energy cost …
for managing their internal energy demand and subsequently lowering their energy cost …
Development of Matlab-TRNSYS co-simulator for applying predictive strategy planning models on residential house HVAC system
N Alibabaei, AS Fung, K Raahemifar - Energy and Buildings, 2016 - Elsevier
Building energy simulators such as TRNSYS, EnergyPlus, and Esp-r offer an excellent
opportunity for detailed design of house thermal model and its Heating, Ventilating, and Air …
opportunity for detailed design of house thermal model and its Heating, Ventilating, and Air …
Real-time optimal control of HVAC systems: Model accuracy and optimization reward
Real-time optimal control is considered as an efficient tool to improve the energy efficiency
of heating, ventilation, and air-conditioning (HVAC) systems. It minimizes the energy …
of heating, ventilation, and air-conditioning (HVAC) systems. It minimizes the energy …
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 …
installed in an office building:(1) a machine learning model developed with artificial neural …
Indoor air quality control of HVAC system
Reliable and optimal monitoring and control of ventilation system are essential for a heating,
ventilation and air conditioning (HVAC) system to maintain adequate indoor air quality with …
ventilation and air conditioning (HVAC) system to maintain adequate indoor air quality with …
Near-optimal order-reduced control for A/C (air-conditioning) system of EVs (electric vehicles)
CC Chiu, NC Tsai, CC Lin - Energy, 2014 - Elsevier
This work is aimed to investigate the regulation problem for thermal comfortableness and
propose control strategies for cabin environment of EVs (electric vehicles) by constructing a …
propose control strategies for cabin environment of EVs (electric vehicles) by constructing a …
Power decomposition based on SVM regression
For more efficient energy consumption, it is crucial to have accurate information on how
power is being consumed through a single power measurement. It benefits both market …
power is being consumed through a single power measurement. It benefits both market …