Enhancing the thermal management of photovoltaic (PV) systems is crucial for improving their electrical efficiency, prompting research into advanced cooling strategies, including a water cooling system aided by ground source heat exchangers. The aim of the present study is to experimentally examine the effects of water cooling integrated with ground source heat exchangers (GSHEs) buried in sand backfill material on the PV panel performance. Initially, the thermal conductivity of different backfill materials, e.g., sand, clay, and a 50 % sand–clay mixture by mass, is examined. The maximum thermal conductivity for sand, sand-clay mixture, and clay equals 0.134, 0.123, and 0.094 W/(m.K), respectively. Two similar PV panels are examined: a reference PV without a cooling system (PV-R) and a PV with a water cooling system integrated with ground source heat exchangers (PV-GSHE). Three GSHEs at different depths at 1, 2, and 3 m, named GSHE1, GSHE2, and GSHE3, respectively, with different water mass flow rates () are investigated. The results emphasize that PV-GSHE3 with α of 23° at the highest of 0.19 kg/s produces the highest electrical power output of 381.9 W, followed by 18° and 28°, which produce 369.4 W and 356.6 W. At of 0.19 kg/s, the highest of 381.9 W is yielded, followed by of 0.15 and 0.07 kg/s, which produce 378.4 and 346.7 W, respectively. The findings show that the best results are obtained with α of 23° for PV-GSHE3 with a of 0.19 kg/s.
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