Mathematical Problems in Engineering / 2014 / Article / Tab 3

Research Article

Modeling and Optimization for Piercing Efficiency and Energy Consumption Based on Mean Value Substaged KELM-PLS and GA Method

Table 3

Comparison of the production index after optimization of piercing efficiency and energy consumption.

Method of modelingPiercing efficiency Piercing energy consumption
Accuracy of modelTime of modelingAccuracy of modelTime of modeling

Mean value substaged KELM-PLS 92.140.3993.140.32
MICR 91.120.3690.530.30
MPLS90.210.5289.560.48

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