Table 2 Design matrix for RSM analysis.

From: Efficiency improvement in silicon and perovskite solar cells through nanofluid cooling using citrate and PVP stabilized silver nanoparticles

Run

Nanoparticle concentration (wt%)

Coolant flow rate (L/min)

Solar irradiance (W/m²)

Type of nanofluid stabilization

Efficiency improvement (%)

1

0.2

0.5

800

Citrate

19.86

2

0.8

1.5

1000

PVP

21.54

3

0.5

1.0

900

Citrate

18.59

4

0.5

1.0

900

PVP

20.32

5

0.2

1.5

1000

Citrate

17.22

6

0.8

0.5

800

PVP

21.87

7

0.5

0.5

800

Citrate

19.87

8

0.5

1.5

1000

PVP

22.35

9

0.2

1.0

900

Citrate

18.45

10

0.8

1.0

900

PVP

20.75

11

0.5

0.5

1000

Citrate

18.96

12

0.5

1.5

800

PVP

21.62

13

0.5

1.0

900

Citrate

19.57