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Andrew Kim Stephanie Cleto
Interpreting the RGA Andrew Kim Stephanie Cleto
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What is the RGA? Relative Gain Array is an analytical tool used to determine the optimal input-output variable pairings for a multi-input-multi-output (MIMO) system.
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Significance of the RGA
Below is a general relative gain array
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Significance of the RGA
Below is a general relative gain array Different columns represent the different manipulated (input) variables
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Significance of the RGA
Below is a general relative gain array Different columns represent the different manipulated (input) variables Different rows represent the different controlled (output) variables
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Significance of the RGA
The values in the array describe the relationship between the input and output variables Negative values indicate an unstable relationship A value of 0 indicates no relationship A value of 1 indicates that specific input variable is the only influence on that output variable
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Example 1 Assume a mixing tank with constant mass and two inputs as shown below: wA and wB are manipulated flowrates entering the tank w is the flowrate leaving the tank and xA is the concentration of A in the tank Example from
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Example 1 (cont.) This process can be modeled by the following equations: w = wA + wB xA = wA/(wA + wB) The RGA can be solved for this system: No calculation step through b/c focusing more on the pairing for inputs and outputs
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What does the RGA tell us?
Example 1 Solution What does the RGA tell us? If a concentration of xA=0.5 is desired, either wA or wB can be used If a concentration of xA>0.5 is desired, then the concentration loop should be paired with wA If a concentration of xA<0.5 is desired, then the concentration loop should be paired with wB
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Example 2 Run R(kg/min) S(kg/min) xD xB 1 125 22 0.97 0.04 2 150 0.93
0.06 3 20 0.91 0.08 Adapted from
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Example 2 Solution RGA Matrix
Pairing of variables: RGA matrix value should be 1)positive, then 2)close to 1. Because each combination has only one positive value, that is the combination to be paired (R,xD and P,xB) 2 -1
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Example 3 Suppose you calculate the following RGA matrix. How should pairing of the variables occur? -.25 1.25 0.75 0.8 -0.55 0.5 0.2 0.3
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Example 3 Solution In the first row, only x3 gives a positive result, and then we go with the closest values to 1 for the others. y1,x3 y2,x2 y3,x1 -.25 1.25 0.75 0.8 -0.55 0.5 0.2 0.3
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