LV-22-C034 - Real-Time Search for Optimum Operation Parameters of Air Conditioning System in Data Center by Using Regression Prediction and Deep Reinforcement Learning on CFD Analysis Data PDF

LV-22-C034 - Real-Time Search for Optimum Operation Parameters of Air Conditioning System in Data Center by Using Regression Prediction and Deep Reinforcement Learning on CFD Analysis Data PDF

Name:
LV-22-C034 - Real-Time Search for Optimum Operation Parameters of Air Conditioning System in Data Center by Using Regression Prediction and Deep Reinforcement Learning on CFD Analysis Data PDF

Published Date:
2022

Status:
Active

Description:

Publisher:
ASHRAE

Document status:
Active

Format:
Electronic (PDF)

Delivery time:
10 minutes

Delivery time (for Russian version):
200 business days

SKU:

Choose Document Language:
$4.8
Need Help?
Insulated ducts are extensively used for building air-conditioning applications. The insulation levels are designed based on energy loss considerations while the level of insulation required to prevent condensation on the duct surface from the air surrounding the duct is often not evaluated. In this paper, a coupled heat-mass transfer model has been developed to model the condensation-evaporation on vertical duct surfaces with for ducts within stud-bays (cavities) located adjacent to the conditioned building envelope. California Building Energy Code Compliance-Residential (CBECC-Res) building simulation tool was used to calculate the indoor space conditions for a single-family home located in sixteen different Climate Zones (CZ) of California. The simulations indicated that an increase in the area available for air infiltration in the cavity can increase condensation, however, the duration for which condensed water is present on the duct decreases. The quantity of water condensed on uninsulated ducts with low emissivity surfaces is much higher than that for high emissivity ducts (twice as high for reference CZ 13, Fresno). Furthermore, insulating the duct reduced condensation significantly and for CZ 13, R-1 insulation is sufficient to eliminate condensation completely. The worst-case scenario (low emissivity, uninsulated duct in a cavity with a large area for infiltration) was modeled for all climate zones. The climate zone with the highest level of condensation is CZ 9 (Burbank) i.e. 0.0081 lb. (0.037 kg), while the condensation was lowest for CZ 2 (Santa Rosa). Overall, the amount of water condensed, even in the worst-case scenario, is small compared to the moisture already present in the wooden studs surrounding the duct.
File Size : 1 file , 3.1 MB
Note : This product is unavailable in Russia, Belarus
Number of Pages : 9
Product Code(s) : D-LV-22-C034
Published : 2022
Units of Measure : Dual

History


Related products


Best-Selling Products

CAN/CGSB 1.100-99
Published Date: 11/01/1999
Interior Flat Latex Paint
Free Download
CAN/CGSB 1.100-99
Published Date: 11/01/1999
Peinture-emulsion mate d'interieur
Free Download
CAN/CGSB 1.104-M91
Published Date: 12/01/1991
Semigloss Alkyd Air Drying and Baking Enamel
Free Download
CAN/CGSB 1.104-M91
Published Date: 12/01/1991
Peinture-email semi-brillante aux resines alkydes sechant a l'air ambiant et au four
Free Download
CAN/CGSB 1.105-M91
Published Date: 12/01/1991
Quick-Drying Primer
Free Download
CAN/CGSB 1.105-M91
Published Date: 12/01/1991
Peinture pour couche primaire a sechage rapide
Free Download