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path: root/examples/takagi-sugeno/octave/heart_disease_risk.fcl
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FUNCTION_BLOCK Heart-Disease-Risk

VAR_INPUT
  LDLLevel: REAL;
  HDLLevel: REAL;
END_VAR

VAR_OUTPUT
  HeartDiseaseRisk: REAL;
END_VAR

FUZZIFY LDLLevel
  RANGE := (0.000 .. 300.000);
  TERM Low := Trapezoid -1.000 0.000 90.000 110.000;
  TERM LowBorderline := Trapezoid 90.000 110.000 120.000 140.000;
  TERM Borderline := Trapezoid 120.000 140.000 150.000 170.000;
  TERM HighBorderline := Trapezoid 150.000 170.000 180.000 200.000;
  TERM High := Trapezoid 180.000 200.000 300.000 301.000;
END_FUZZIFY

FUZZIFY HDLLevel
  RANGE := (0.000 .. 100.000);
  TERM LowHDL := Trapezoid -1.000 0.000 35.000 45.000;
  TERM ModerateHDL := Trapezoid 35.000 45.000 55.000 65.000;
  TERM HighHDL := Trapezoid 55.000 65.000 100.000 101.000;
END_FUZZIFY

DEFUZZIFY HeartDiseaseRisk
  RANGE := (0.000 .. 10.000);
  TERM NoRisk := 0.000;
  TERM LowRisk := 2.500;
  TERM MediumRisk := 5.000;
  TERM HighRisk := 7.500;
  TERM ExtremeRisk := 10.000;
  METHOD : COGS;
  DEFAULT := nan;
END_DEFUZZIFY

RULEBLOCK 
  AND : MIN;
  RULE 1 : if LDLLevel is Low and HDLLevel is LowHDL then HeartDiseaseRisk is MediumRisk
  RULE 2 : if LDLLevel is Low and HDLLevel is ModerateHDL then HeartDiseaseRisk is LowRisk
  RULE 3 : if LDLLevel is Low and HDLLevel is HighHDL then HeartDiseaseRisk is NoRisk
  RULE 4 : if LDLLevel is LowBorderline and HDLLevel is LowHDL then HeartDiseaseRisk is MediumRisk
  RULE 5 : if LDLLevel is LowBorderline and HDLLevel is ModerateHDL then HeartDiseaseRisk is LowRisk
  RULE 6 : if LDLLevel is LowBorderline and HDLLevel is HighHDL then HeartDiseaseRisk is LowRisk
  RULE 7 : if LDLLevel is Borderline and HDLLevel is LowHDL then HeartDiseaseRisk is HighRisk
  RULE 8 : if LDLLevel is Borderline and HDLLevel is ModerateHDL then HeartDiseaseRisk is MediumRisk
  RULE 9 : if LDLLevel is Borderline and HDLLevel is HighHDL then HeartDiseaseRisk is LowRisk
  RULE 10 : if LDLLevel is HighBorderline and HDLLevel is LowHDL then HeartDiseaseRisk is HighRisk
  RULE 11 : if LDLLevel is HighBorderline and HDLLevel is ModerateHDL then HeartDiseaseRisk is HighRisk
  RULE 12 : if LDLLevel is HighBorderline and HDLLevel is HighHDL then HeartDiseaseRisk is MediumRisk
  RULE 13 : if LDLLevel is High and HDLLevel is LowHDL then HeartDiseaseRisk is ExtremeRisk
  RULE 14 : if LDLLevel is High and HDLLevel is ModerateHDL then HeartDiseaseRisk is HighRisk
  RULE 15 : if LDLLevel is High and HDLLevel is HighHDL then HeartDiseaseRisk is MediumRisk
END_RULEBLOCK

END_FUNCTION_BLOCK