State of the art review on model predictive control (MPC) in Heating Ventilation and Air-conditioning (HVAC) field
Y Yao, DK Shekhar - Building and Environment, 2021 - Elsevier
Building systems are subject of dynamic system that have a general feature of non-linearity
and in turn, present us with different challenges for its optimized control of energy-saving …
and in turn, present us with different challenges for its optimized control of energy-saving …
Grey-box modeling and application for building energy simulations-A critical review
Grey-box modeling, as one of the three fundamental modeling techniques for building
energy models, has many advantages compared with black-box modeling and white-box …
energy models, has many advantages compared with black-box modeling and white-box …
Model predictive control (MPC) for enhancing building and HVAC system energy efficiency: Problem formulation, applications and opportunities
In the last few years, the application of Model Predictive Control (MPC) for energy
management in buildings has received significant attention from the research community …
management in buildings has received significant attention from the research community …
Hybrid system controls of natural ventilation and HVAC in mixed-mode buildings: A comprehensive review
Mixed-mode buildings utilise a combination of natural ventilation from operable building
envelopes and mechanical systems to realise climate-friendly ventilation and cooling. The …
envelopes and mechanical systems to realise climate-friendly ventilation and cooling. The …
Towards sustainable, energy-efficient and healthy ventilation strategies in buildings: A review
Energy demand has been increasing worldwide and the building sector represents a large
percentage of global energy consumption. Therefore, promoting energy efficiency in …
percentage of global energy consumption. Therefore, promoting energy efficiency in …
Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective
Abstract Model predictive control (MPC) has shown great potential in improving building
performance and saving energy. However, after over 20 years of research, it is yet to be …
performance and saving energy. However, after over 20 years of research, it is yet to be …
Real time optimal control of district cooling system with thermal energy storage using neural networks
Thermal energy storage can be utilized as an effective component in energy systems to
maximize cost savings when time-of-use (TOU) pricing or real-time pricing (RTP) is in place …
maximize cost savings when time-of-use (TOU) pricing or real-time pricing (RTP) is in place …
Prediction of window opening behavior and its impact on HVAC energy consumption at a residential dormitory using Deep Neural Network
Abstract Individuals globally spend about 88–92% of their entire time in the indoor
environment. The implementation of regularly scheduled systems operation is common in …
environment. The implementation of regularly scheduled systems operation is common in …
Flexible dispatch of a building energy system using building thermal storage and battery energy storage
J Niu, Z Tian, Y Lu, H Zhao - Applied Energy, 2019 - Elsevier
The increasing development of renewable energy sources requires more flexible
technologies to be applied in building energy systems and a flexible controlled resource for …
technologies to be applied in building energy systems and a flexible controlled resource for …
Model predictive control of radiant slab systems with evaporative cooling sources
Buildings that use radiant slab systems with evaporative cooling sources have shown to be
energy efficient. However, control of the systems is challenging because of the slow …
energy efficient. However, control of the systems is challenging because of the slow …