[HTML][HTML] Multi-zone building control with thermal comfort constraints under disjunctive uncertainty using data-driven robust model predictive control
This paper proposes a novel data-driven robust model predictive control (MPC) framework
for a multi-zone building considering thermal comfort and uncertain weather forecast errors …
for a multi-zone building considering thermal comfort and uncertain weather forecast errors …
Virtual hardware-in-the-loop FMU co-simulation based digital twins for heating, ventilation, and air-conditioning (HVAC) systems
S Abrazeh, SR Mohseni, MJ Zeitouni… - … on Emerging Topics …, 2022 - ieeexplore.ieee.org
In this paper, a novel self-adaptive control method based on a digital twin is developed and
investigated for a multi-input multi-output (MIMO) nonlinear system, which is a heating …
investigated for a multi-input multi-output (MIMO) nonlinear system, which is a heating …
A novel optimization algorithm based on epsilon constraint-RBF neural network for tuning PID controller in decoupled HVAC system
The energy efficiency of a heating, ventilating and air conditioning (HVAC) system optimized
using a radial basis function neural network (RBFNN) combined with the epsilon constraint …
using a radial basis function neural network (RBFNN) combined with the epsilon constraint …
An isolation enhanced PCA method with expert-based multivariate decoupling for sensor FDD in air-conditioning systems
Principal component analysis (PCA) has been found to be powerful in detecting sensor
faults in multivariate processes, but it is inefficient in isolating faults due to its pure data …
faults in multivariate processes, but it is inefficient in isolating faults due to its pure data …
PID-Fuzzy control of air handling units in the presence of uncertainty
Air-handling unit (AHU) is one of the most complex installations that its control is necessary
for maintaining satisfactory comfort conditions in buildings with low energy utilization. In this …
for maintaining satisfactory comfort conditions in buildings with low energy utilization. In this …
Wavelet based artificial neural network applied for energy efficiency enhancement of decoupled HVAC system
G Jahedi, MM Ardehali - Energy Conversion and Management, 2012 - Elsevier
Control methodologies could lower energy demand and consumption of heating, ventilating
and air conditioning (HVAC) systems and, simultaneously, achieve better comfort conditions …
and air conditioning (HVAC) systems and, simultaneously, achieve better comfort conditions …
Nonlinear control and disturbance decoupling of HVAC systems using feedback linearization and backstepping with load estimation
E Semsar-Kazerooni… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
A new control methodology is introduced for nonlinear and MIMO heating, ventilating and air
conditioning (HVAC) systems. A full information feedback of states and disturbances is used …
conditioning (HVAC) systems. A full information feedback of states and disturbances is used …
[HTML][HTML] Approaches based on LAMDA control applied to regulate HVAC systems for buildings
The control of HVAC (Heating Ventilation and Air Conditioning) systems is usually complex
because its modeling in certain cases is difficult, since these systems have a large number …
because its modeling in certain cases is difficult, since these systems have a large number …
A comparison between the minimum-order & full-order observers in robust control of the air handling units in the presence of uncertainty
Control of the air-handling units (AHU) is required to maintain satisfactory comfort conditions
with low energy consumption. In the case of failure in sensor fusion systems of AHUs, full …
with low energy consumption. In the case of failure in sensor fusion systems of AHUs, full …
A neuro-fuzzy decoupling approach for real-time drying room control in meat manufacturing
W Zhang, H Ma, SX Yang - Expert Systems with Applications, 2015 - Elsevier
This paper proposes a method to resolve a strong coupling between temperature and
relative humidity in drying room control systems. The coupling issue not only affects the …
relative humidity in drying room control systems. The coupling issue not only affects the …