Research Article

Ethylbenzene Removal by Carbon Nanotubes from Aqueous Solution

Table 3

Summary of selected diagnostics for ethylbenzene adsorbed by CNTs.

Adsorbents Selected
 diagnostics
Isotherms
GLFTothLinearLangmuirF-PL-PFreundlichP-PBETPolanyi

SWCNTsAICc34.441.541.541.541.541.544.745.524.572.8
𝑅 2 𝑦 0.9880.9620.9620.9620.9620.9620.9620.9620.9920.000
𝑅 2 𝑁 0.9340.8920.8920.8920.8920.8920.8920.8880.9660.947
𝑀 2 301 Γ— 10βˆ’93 Γ— 10βˆ’92 Γ— 10βˆ’103 Γ— 10βˆ’104 Γ— 10βˆ’107.35 Γ— 10βˆ’12 Γ— 10βˆ’29 Γ— 105
Linearity
assessment
Non-linearLinearLinearLinearLinearLinearNon-
linear
Non-linearLinearNon-linear

HCNTsAICc25.926.326.326.326.329.529.531.340.772.8
𝑅 2 𝑦 0.9940.9920.9920.9920.9920.9920.9920.9920.9600.000
𝑅 2 𝑁 0.9460.9420.9420.9420.9420.9420.9420.9520.9450.957
𝑀 2 836 Γ— 10βˆ’101 Γ— 10βˆ’98 Γ— 10βˆ’106 Γ— 10βˆ’103 Γ— 102205 Γ— 10βˆ’1102 Γ— 106
Linearity
assessment
Non-linearLinearLinearLinearLinearNon-linearNon-
linear
Non-linearLinearNon-linear

MWCNTsAICc30.734.834.834.834.834.838.639.337.668.1
𝑅 2 𝑦 0.9890.9800.9800.9800.9800.9800.9790.9800.965β€”
𝑅 2 𝑁 0.9310.9140.9140.9140.9140.9140.9140.9180.9560.944
𝑀 2 391 Γ— 10βˆ’92 Γ— 10βˆ’92 Γ— 10βˆ’92 Γ— 10βˆ’92 Γ— 10βˆ’9115 Γ— 10βˆ’1113 Γ— 10βˆ’9
Linearity
assessment
LinearLinearLinearLinearLinearLinearNon-
linear
Non-linearLinearLinear

AICc: Multimodel ranking, 𝑅 2 𝑦 : Correlation between measured and simulated observation, 𝑅 2 𝑁 : Correlation between residual and normality, 𝑀 2 : Linssen measure of nonlinearity.