Application of Data-Driven Method for HVAC System

This reprint, entitled “Application of data-driven method for HVAC System”, is dedicated to providing an overview of the latest achievements in the application of data-driven methods for HVAC systems. Topics of interest include, but are not limited to, the following: fault detection and diagnosis of...

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Publicado: MDPI - Multidisciplinary Digital Publishing Institute 2024
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description This reprint, entitled “Application of data-driven method for HVAC System”, is dedicated to providing an overview of the latest achievements in the application of data-driven methods for HVAC systems. Topics of interest include, but are not limited to, the following: fault detection and diagnosis of HVAC systems; energy consumption prediction; model predictive control; data mining and analysis of HVAC systems; data mining and analysis of building environment; energy conservation; energy saving.
format Online
id doab-20.500.12854ir-132427
institution Directory of Open Access Books
language eng
publishDate 2024
publishDateRange 2024
publishDateSort 2024
publisher MDPI - Multidisciplinary Digital Publishing Institute
publisherStr MDPI - Multidisciplinary Digital Publishing Institute
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spelling doab-20.500.12854ir-1324272024-04-11T15:11:27Z Application of Data-Driven Method for HVAC System Guo, Yabin Wang, Zhanwei Hu, Yunpeng Gomes, João M. M. indoor air quality high occupancy rate natural ventilation university building intelligent packaging temperature humidity supply chain food waste food quality food preservation transportation grain bin PCM phase change temperature energy saving PCM latent heat mobile public toilets thermal environment public health security mechanical ventilation aerosol transmission risk underground commercial buildings field measurement air distribution optimization M-cycle evaporative cooling solid desiccant humidification–dehumidification desalination water production load data analysis demand side management (DSM) rural home hotels cluster control strategy PCM storage air conditioning system pattern recognition clustering correlation analysis defrosting operation mode low-carbon substation climate zones envelope thermal design window to wall ratio shape factor chillers fault diagnosis fusion residual data air-conditioned bed system heat conduction heating convection heating thermal comfort energy conservation genetic algorithm existing office parks whole life cycle cost benefits carbon reduction retrofit relative humidity CO concentration CO2 concentration cooking procedure n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology This reprint, entitled “Application of data-driven method for HVAC System”, is dedicated to providing an overview of the latest achievements in the application of data-driven methods for HVAC systems. Topics of interest include, but are not limited to, the following: fault detection and diagnosis of HVAC systems; energy consumption prediction; model predictive control; data mining and analysis of HVAC systems; data mining and analysis of building environment; energy conservation; energy saving. 2024-01-08T14:50:40Z 2024-01-08T14:50:40Z 2023 book ONIX_20240108_9783036596914_86 9783036596914 9783036596907 https://directory.doabooks.org/handle/20.500.12854/132427 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/8464 https://mdpi.com/books/pdfview/book/8464 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-9690-7 10.3390/books978-3-0365-9690-7 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036596914 9783036596907 272 Basel open access
spellingShingle indoor air quality
high occupancy rate
natural ventilation
university building
intelligent packaging
temperature
humidity
supply chain
food waste
food quality
food preservation
transportation
grain bin
PCM
phase change temperature
energy saving
PCM latent heat
mobile public toilets
thermal environment
public health security
mechanical ventilation
aerosol transmission risk
underground commercial buildings
field measurement
air distribution optimization
M-cycle
evaporative cooling
solid desiccant
humidification–dehumidification desalination
water production
load data analysis
demand side management (DSM)
rural home hotels
cluster control strategy
PCM storage
air conditioning system
pattern recognition
clustering
correlation analysis
defrosting operation mode
low-carbon substation
climate zones
envelope thermal design
window to wall ratio
shape factor
chillers
fault diagnosis
fusion
residual
data
air-conditioned bed system
heat conduction heating
convection heating
thermal comfort
energy conservation
genetic algorithm
existing office parks
whole life cycle
cost benefits
carbon reduction
retrofit
relative humidity
CO concentration
CO2 concentration
cooking procedure
n/a
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
Application of Data-Driven Method for HVAC System
title Application of Data-Driven Method for HVAC System
title_full Application of Data-Driven Method for HVAC System
title_fullStr Application of Data-Driven Method for HVAC System
title_full_unstemmed Application of Data-Driven Method for HVAC System
title_short Application of Data-Driven Method for HVAC System
title_sort application of data driven method for hvac system
topic indoor air quality
high occupancy rate
natural ventilation
university building
intelligent packaging
temperature
humidity
supply chain
food waste
food quality
food preservation
transportation
grain bin
PCM
phase change temperature
energy saving
PCM latent heat
mobile public toilets
thermal environment
public health security
mechanical ventilation
aerosol transmission risk
underground commercial buildings
field measurement
air distribution optimization
M-cycle
evaporative cooling
solid desiccant
humidification–dehumidification desalination
water production
load data analysis
demand side management (DSM)
rural home hotels
cluster control strategy
PCM storage
air conditioning system
pattern recognition
clustering
correlation analysis
defrosting operation mode
low-carbon substation
climate zones
envelope thermal design
window to wall ratio
shape factor
chillers
fault diagnosis
fusion
residual
data
air-conditioned bed system
heat conduction heating
convection heating
thermal comfort
energy conservation
genetic algorithm
existing office parks
whole life cycle
cost benefits
carbon reduction
retrofit
relative humidity
CO concentration
CO2 concentration
cooking procedure
n/a
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
topic_facet indoor air quality
high occupancy rate
natural ventilation
university building
intelligent packaging
temperature
humidity
supply chain
food waste
food quality
food preservation
transportation
grain bin
PCM
phase change temperature
energy saving
PCM latent heat
mobile public toilets
thermal environment
public health security
mechanical ventilation
aerosol transmission risk
underground commercial buildings
field measurement
air distribution optimization
M-cycle
evaporative cooling
solid desiccant
humidification–dehumidification desalination
water production
load data analysis
demand side management (DSM)
rural home hotels
cluster control strategy
PCM storage
air conditioning system
pattern recognition
clustering
correlation analysis
defrosting operation mode
low-carbon substation
climate zones
envelope thermal design
window to wall ratio
shape factor
chillers
fault diagnosis
fusion
residual
data
air-conditioned bed system
heat conduction heating
convection heating
thermal comfort
energy conservation
genetic algorithm
existing office parks
whole life cycle
cost benefits
carbon reduction
retrofit
relative humidity
CO concentration
CO2 concentration
cooking procedure
n/a
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
url ONIX_20240108_9783036596914_86