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. 2026 Jan 24;16:6105. doi: 10.1038/s41598-026-35619-x

Table 9.

Comparison of pulsating flow studies and parabolic trough collector research.

Study Flow type Geometry Method Gap filled Key findings Key limitations Ref
Present work Unsteady pulsating flow coupled with MCRT algorithm SEGS LS-2 PTC Numerical Combined effects of frequency and dimensionless amplitude on SEGS LS-2 thermal performance 77% thermal efficiency at Fe= 5 Hz (St=0.131), A=0.5 _ _
Dudley et al. Steady flow SEGS LS-2 PTC Experimental Baseline thermal efficiency and heat loss reduction 70% efficiency baseline steady conditions and no efficiency improvement 2
Kurtulmus et al. Pulsating flow Sinusoidal channel Experimental Studied pulsating flow in wavy channels 1.5x increase in heat transfer coefficient at St=1.03, Re=4000 constancy of heat flux and the thermodynamic properties of HTF 15
Xu et al. Pulsating flow + nanofluids Microchannel heat sink Experimental Combined pulsating flow and nanofluids 16.5% increase in Nusselt number with square pulse at 3.5–4.5 Hz The high price of nanofluids, uniform heat flux and Dimensionless amplitude constancy 17
Molochnikov et al. Pulsating laminar flow Smooth horizontal pipe Experimental Studied sinusoidal pulsating flow effects Increase local Nusselt number in Stokes region at high frequencies Using a simple horizontal pipe, laminar flow and uniform heat flux 18
Naveenkumar et al. Steady flow PTC Experimental Introduced alternating rotation of absorber tube 18% increase in outlet temperature; 39% increase in heat transfer rate baseline steady conditions and high implementation costs 20
Cheng et al. Steady flow PTC Numerical Studied fluid type and vacuum effects on efficiency Fluid properties and vacuum conditions impact efficiency baseline steady conditions and no efficiency improvement 4