ANN model for prediction of thermo-hydraulic performance of a solar air heater with vertical cylindrical ribs
A hybrid computational fluid dynamics-artificial neural network approach is applied to predict the thermo-hydraulic performance factor (THPF) of a solar air heater with vertical cylindrical ribs. 3-D CFD analysis considering effects of rib height, rib diameter, rib pitches are simulated for Re rangi...
Main Authors: | Sarvapriya Singh, Siddharth Suman, Santanu Mitra, Manish Kumar |
---|---|
Format: | Article |
Language: | English |
Published: |
Elsevier
2022-11-01
|
Series: | Energy Reports |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2352484722021989 |
Similar Items
-
Solar air heater with rotating circular ribs: Hybrid CFD-ANN approach for prediction of thermo-hydraulic performance
by: Sarvapriya Singh, et al.
Published: (2022-11-01) -
Thermo-Hydraulic Performance Characteristics and Optimization of Protrusion Rib Roughness in Solar Air Heater
by: Tabish Alam, et al.
Published: (2021-05-01) -
Optimal thermo aerodynamic performance of s-shaped baffled channels
by: Y. Menni, et al.
Published: (2018-09-01) -
Enhancing solar air heater efficiency with 3D cylinder shaped roughness elements
by: Hassan A.H. Alzahrani, et al.
Published: (2023-11-01) -
CFD Analysis on the Thermal Hydraulic Performance of an SAH Duct with Multi V-Shape Roughened Ribs
by: Anil Kumar, et al.
Published: (2016-05-01)