Practical Applications of Model Predictive Control and Other Advanced Control Methods in the Built Environment
Materialtyp:
ArtikelUtgivningsinformation: MDPI - Multidisciplinary Digital Publishing Institute 2024Beskrivning: 1 electronic resource (264 p.)Innehållstyp: - text
- computer
- online resource
- 9783725804733
- 9783725804740
- Technology, Engineering, Agriculture, Industrial processes
- Technology: general issues
- HVAC
- IAQ
- Industry 4.0
- LSTM
- Quality 4.0
- advanced controls
- building
- building operation
- chilled water system
- chiller sequencing
- commercial buildings
- control
- control-oriented models
- cooling load
- data analytics
- data-driven
- data-driven analysis
- decarbonization
- decision tree algorithm
- deep learning
- educational building
- energy consumption
- energy efficiency
- energy flexibility
- engineering management
- faults
- faults detection and diagnosis
- flexibility
- free cooling
- frequencies
- heating load
- indoor temperature
- industrial engineering
- industry 4.0
- machine learning
- measured data
- model predictive control
- model-based control strategies
- model-based controls
- monitoring
- optimization
- prediction
- predictive maintenance
- quality 4.0
- school buildings
- survey
- temperature reset strategies
- thermal comfort
- virtual sensing
Open Access Unrestricted online access star
Many advanced control methods have been proposed in the past to improve the operation of buildings. This reprint collected publications dealing with advanced control solutions implemented in existing buildings to improve their performance. Moreover, it gathers promising methodologies to facilitate the adoption of advanced control solutions in the building control industry. It includes virtual sensing for indoor air pollutants, novel models to predict indoor air temperature as well as building heating and cooling loads; and model-based controls, predictive controls, and predictive maintenance algorithms to optimize setpoint tracking and the operation of building heating and cooling systems.
Creative Commons Licence cc by-nc-nd cc https://creativecommons.org/licenses/by-nc-nd/4.0/
eng
Freely available e-book