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Why/When is Taguchi Method Appropriate?

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Presentation on theme: "Why/When is Taguchi Method Appropriate?"— Presentation transcript:

1 Why/When is Taguchi Method Appropriate?
A new tip Every Friday Friday, 22nd June 2001

2 Tip #10 Taguchi Method Performs Process “centering” or “fine tuning” (next 6 slides) Friday, 22nd June 2001

3 Taguchi Method Performs Process “centering” or “fine tuning”
“centering” or “fine tuning” of a process MEANS DETERMINING : THE CENTRAL VALUES OF CONTROL FACTORS TO ACHIEVE REPEATABLE PERFORMANCE even when THE LEVELS OF CONTROL FACTORS HAVE SOME “VARIATIONS” AROUND ITS CENTRAL VALUES Please note that this is different than making the process ROBUST against NoIsE in general ”Centering” or “Fine Tuning” covers only the CONTROL FACTORS

4 Taguchi Method Effect of Internal/External noise on the output Y
Noise Factors X EXTERNAL NOISES Process / Product Diagram Y VARIATIONS INTERNAL NOISE Z Control Factors

5 THE FACTOR EFFECT PLOT using S/N RATIO INDICATES
THE RATE AT WHICH A PARTICULAR CONTROL FACTOR LEVEL AFFECTS THE S/N RATIO i.e. VARIANCE BEST SETTINGS ARE SELECTED (AS SHOWN BT ) FOR EACH CONTROL FACTOR EACH SELECTED SETTING IMPLIES reduced VARIANCE S / N RATIO  A1 A2 A3 B1 B2 B3 C1 C2 C3 D1 D2 D3

6 THE FACTOR EFFECT PLOT using Mean INDICATES
THE RATE AT WHICH A PARTICULAR CONTROL FACTOR LEVEL AFFECTS THE Mean (AS INDICATED BY SLOPE) BEST SETTINGS ARE SELECTED (AS SHOWN BY ) BY using S/N RATIO PLOT EACH SELECTED SETTING IMPLIES reduced VARIANCE BUT COULD AFFECT THE Mean SIGNIFICANTLY SLOPE AT A1 IS LARGE SLOPE AT B2 IS MEDIUM SLOPES AT C3 AND D2 ARE SMALL A1 A2 A3 B1 B2 B3 C1 C2 C3 D1 D2 D3 Mean 

7 THE FACTOR EFFECT PLOTS (S/N RATIO AND Mean)
CLEARLY INDICATE THAT CONTROL FACTOR ‘B’ HAS small EFFECT ON S/N RATIO and A LARGE EFFECT ON Mean ‘B’ IS AN ADJUSTMENT FACTOR AND CAN BE USED FOR ADJUSTING MEAN-ON-TARGET S / N RATIO  A1 A2 A3 B1 B2 B3 C1 C2 C3 D1 D2 D3 Mean 

8 Taguchi Method Internal noise in control factor B and its effect on output Y
B – Variation in B Y – Large variation in Y Y B Y Shape of this curve depends on the control factor settings Increasing S/N ratios Best Settings Nominal Settings Y – small variation in Y

9 More Tips Links below Tips 12, 11, 10  Taguchi Method
Friday, 3rd Aug 2001 Friday, 27th July 2001 Friday, 20th July 2001 Friday, 13th July 2001 Taguchi Method 1st Priority : Variance Reduction 2nd Priority : Factor Effects 15. “inner” L9 array with “outer” L4 and L9 NoIsE arrays “inner” L18 array with “outer” L4 and L9 NoIsE arrays Taguchi Method Why/When is Taguchi Method not Appropriate? Tips 12, 11, 10 

10 More Tips Links below Taguchi Method
Friday, 6th July 2001 Friday, 29th June 2001 Friday, 22nd June 2001 Taguchi Method “inner” L8 array with “outer” L4 and L9 NoIsE arrays Useful at ALL Life-stages of a Process or Product Performs Process “centering” or “fine tuning” Tips 9, 8, 7 

11 More Tips Links below Tips 6, 5, 4 
Taguchi Method Identifies the “right” NoIsE factor(s) for Tolerance Design Taguchi Method Finds best settings to optimize TWO quality characteristics Simultaneously 7. Taguchi Method When to select a ‘Larger’ OA to perform “Factorial Experiments” Friday, 15th June 2001 Friday, 8th June 2001 Friday, 1st June 2001 Tips 6, 5, 4 

12 More Tips Links below Tips 3, 2, 1 
Friday, 25th May 2001 Friday, 18th May 2001 Friday, 11th May 2001 Taguchi Method Using Orthogonal Arrays for Generating Balanced Combinations of NoIsE Factors Taguchi Method Signal-to-Noise Ratio for Quality Characteristics approaching IDEAL value 4. Taguchi Method improves " quality “ at all the life stages at the design stage itself Tips 3, 2, 1 

13 More Tips Links below Friday, 4th May 2001 Friday, 27th April 2001 Friday, 6th April 2001 3. Taguchi Method Appropriate for Concurrent Engineering 2. Taguchi Method can study Interaction between Noise Factors and Control Factors 1. Taguchi’s Signal-to-Noise Ratios are in Log form

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