Solar flat plate collectors with internally grooved absorber tubes for enhanced efficiency: Application of eXplainable artificial intelligence using cooperative game theory-based Shapley values

Solar flat plate collectors with internally grooved absorber tubes for enhanced efficiency: Application of eXplainable artificial intelligence using cooperative game theory-based Shapley values

This study investigates the impact of grooved absorber tubes on the efficiency of solar flat plate collectors (SFPCs). Conducted in Vellore, India, it compares plain tubes (case 1) with grooved tubes (cases 2 and 3) using water and glycol-water mixtures. Results show that grooved tubes significantly...

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Bibliographic Details
Main Authors: Y. Raja Sekhar, L. Chilambarasan, K.V. Sharma, Praveen Kumar Kanti, Prabhakar Sharma, Prabhu Paramsivam, Seshathiri Dhanasekaran
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Case Studies in Thermal Engineering
Subjects:
PG-Water working fluid
Solar flat plate collector
Grooved absorber tube
Energy transfer
Explainable machine learning
Tweeide
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X25001728
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