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Table 3 Optimization parameter limit (actual and optimized) values and desirability toward responses (particle size, crystallinity, and thermal properties)

From: Extraction and surface modification of cellulose fibers and its reinforcement in starch-based film for packaging composites

Variables

Target

Experimental limit

Optimum value

Desirability

Model

   

0.84

 A: Temperature (°C)

In range

60–90

75.80

 

 B: Power (%)

In range

60–80

70.27

 

 C: Time (hour)

In range

1–2'

1.42

 

Response

 

Experimental range

Predicted

Actual

 Particle size (nm)

Minimum

448.27–688.82

516.4

522.03

 Crystallinity (%)

Maximum

55.48–73.02

71.51

71.76

 Temperature decomposition (°C)

Maximum

343.64–356.54

355.19

355.47