Design Methodology for the Fuzzy-Logic Model

Design Methodology for the predictive Fuzzy-Logic Model

  • The predictive fuzzy-logic based powder coating system has four application variables as inputs  and one output  variable, powder deposition (grams)
  • Design of Experiment (DOE) was used to investigates the effects of different combinations of the application variables on powder deposition
  • Response surface method was used to search for the optimal value of powder deposition and to construct the response surface plots of the four application variables
  • The predictive fuzzy-logic model was designed to replicate the behaviour of the response surface plots given similar experimental conditions
  • Figure 3 illustrates the design methodology

 

Nine experimental conditions were investigated, and for each experimental condition 15cans were collected as samples while a total of 135 cans were taken as samples for data analysis.


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