Occupancy behavior based model predictive control for building indoor climate—A critical review
A Mirakhorli, B Dong - Energy and Buildings, 2016 - Elsevier
This paper reviews occupancy based model predictive control (MPC) for building indoor
climate control. Occupancy behavior in buildings is stochastic and complex in nature. With …
climate control. Occupancy behavior in buildings is stochastic and complex in nature. With …
Data-driven methods for building control—A review and promising future directions
A review of the heating, ventilation and air-conditioning control problem for buildings is
presented with particular emphasis on its distinguishing features. Next, we not only examine …
presented with particular emphasis on its distinguishing features. Next, we not only examine …
Stochastic model predictive control for building HVAC systems: Complexity and conservatism
This paper presents a stochastic model predictive control (SMPC) approach to building
heating, ventilation, and air conditioning (HVAC) systems. The building HVAC system is …
heating, ventilation, and air conditioning (HVAC) systems. The building HVAC system is …
Inverse optimization with noisy data
Inverse optimization refers to the inference of unknown parameters of an optimization
problem based on knowledge of its optimal solutions. This paper considers inverse …
problem based on knowledge of its optimal solutions. This paper considers inverse …
A game theory model for electricity theft detection and privacy-aware control in AMI systems
AA Cárdenas, S Amin, G Schwartz… - 2012 50th Annual …, 2012 - ieeexplore.ieee.org
We introduce a model for the operational costs of an electric distribution utility. The model
focuses on two of the new services that are enabled by the Advanced Metering Infrastructure …
focuses on two of the new services that are enabled by the Advanced Metering Infrastructure …
Economic model predictive control for building energy systems
The objective of this study is to demonstrate the effectiveness of model predictive control
(MPC) in reducing the energy and demand costs for buildings in an electricity grid with time …
(MPC) in reducing the energy and demand costs for buildings in an electricity grid with time …
[图书][B] Enabling scalable smart-building analytics
A Bhattacharya - 2016 - search.proquest.com
Modern buildings are being integrated with myriad (often> 1000s) networked sensors to
improve convenience, occupant comfort accessibility and energy-efficient operations. These …
improve convenience, occupant comfort accessibility and energy-efficient operations. These …
Non-intrusive techniques for establishing occupancy related energy savings in commercial buildings
The design of energy-efficient commercial building Heating Ventilation and Air Conditioning
(HVAC) systems has been in the forefront of energy conservation efforts over the past few …
(HVAC) systems has been in the forefront of energy conservation efforts over the past few …
Performance improvement of air cooled photo-voltaic thermal panel using economic model predictive control and vortex generators
Abstract Photo-Voltaic/Thermal (PVT) system performance is defined by two main factors,
the electric power generated from the Photo-Voltaic (PV) module, and the thermal power that …
the electric power generated from the Photo-Voltaic (PV) module, and the thermal power that …
Data-enabled predictive control for building HVAC systems
Abstract Model predictive control is widely used as a control technology for the computation
of optimal control inputs of building heating, ventilating, and air conditioning (HVAC) …
of optimal control inputs of building heating, ventilating, and air conditioning (HVAC) …