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Question 27 of 39
Q.

(a) Given below are the values of sample mean (Xˉ\bar{X}) and the range (R) for ten samples of size 5 each. Draw mean chart and comment on the state of control of the process.

Sample Number12345678910
Xˉ\bar{X}43493744453751464347
R5657748646

Given the following control chart constraint for : n=5n=5, A2=0.58A_2=0.58, D3=0D_3=0 and D4=2.115D_4=2.115

OR

(b) Obtain an initial basic feasible solution to the following transportation problem using Vogel's approximation method.

Warehouses \ StoresIIIIIIIVAvailability (aia_i)
A513334
B335415
C644312
D414519
Requirement (bjb_j)21251717
Tamil Nadu DgeTamil Nadu HSC (DGE) Commerce Board 2023Subjective· 5mImportance★★★★★
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(a) Mean chart: CL 44.244.2, UCL 47.5647.56, LCL 40.8440.84; four points out ⇒\Rightarrow out of control. (b) VAM IBFS total cost =202=202.

(a) Mean (Xˉ\bar X) chart. Given ten sample means and ranges (n=5, A2=0.58, D3=0, D4=2.115n=5,\ A_2=0.58,\ D_3=0,\ D_4=2.115).

Xˉˉ=∑Xˉ10=44210=44.2,Rˉ=∑R10=5810=5.8.\bar{\bar X}=\frac{\sum \bar X}{10}=\frac{442}{10}=44.2,\qquad \bar R=\frac{\sum R}{10}=\frac{58}{10}=5.8.

Control limits for the mean chart:

CL=Xˉˉ=44.2,\text{CL}=\bar{\bar X}=44.2,

UCL=Xˉˉ+A2Rˉ=44.2+0.58(5.8)=44.2+3.364=47.56,\text{UCL}=\bar{\bar X}+A_2\bar R=44.2+0.58(5.8)=44.2+3.364=47.56,

LCL=Xˉˉ−A2Rˉ=44.2−3.364=40.84.\text{LCL}=\bar{\bar X}-A_2\bar R=44.2-3.364=40.84.

Compare each sample mean 43,49,37,44,45,37,51,46,43,4743,49,37,44,45,37,51,46,43,47 with [40.84, 47.56][40.84,\,47.56]:

  • Sample 2 (49)(49) >> UCL, sample 7 (51)(51) >> UCL — above the upper limit.
  • Sample 3 (37)(37) and sample 6 (37)(37) << LCL — below the lower limit.

Comment: since four sample means fall outside the control limits, the process is not in statistical control (assignable causes of variation are present).

(b) VAM initial basic feasible solution. Balanced problem (supply == demand =80=80). Applying Vogel's Approximation Method (allocate along the line of largest penalty to its least-cost cell each time):

From \ ToIIIIIIIVaia_i
A5 [6]1 [6]3 [17]3 [5]34
B3 [15]35415

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