SOLUTIONS + LECTURE SLIDES
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Chapter 2: Component Replacement Decisions
Problem 1 The following table contains cumulative losses, total costs and
average monthly costs of operation for n = 1, 2, 3, 4. Here
Pn
Li + Rn
AC(n) = i=1
n
where Li stands for loss in productivity during year i with respect to the first
year’s productivity, Ri stands for replacement cost (constant)
Month Productivity Losses Replacement Total Cost Average Cost
1 10000 0 1200 1200 1200
2 9700 300 1200 1500 750
3 9400 600+300 1200 2100 700
4 8900 1100+600+300 1200 3200 800
Clearly, the optimal replacement time is 3 months since the pump is new.
Problem 2 One can use the model from section 2.5 (see 2.5.2). In this problem
Cp = 100, Cf = 200,
Z tp
tp 40000 − tp
R(tp ) = 1 − F (tp ) = 1 − f (z) dz = 1 − =
0 40000 40000
According to the model,
Cp R(tp ) + Cf (1 − R(tp ))
C(tp ) = =
tp R(tp ) + M (tp )(1 − R(tp ))
40000−tp tp
100 × 40000 + 200 × 40000 100(80000 + 2tp )
= 40000−tp t =
80000tp − t2p
R p
tp × 40000 + 0 zf (z) dz
0.0143 , tp = 10000
0.01 , tp = 20000
C(tp ) =
0.0093
, tp = 30000
0.01 , tp = 40000
Calculations above indicate that the optimal age is 30000 km.
Problem 3 Firstly, one can find f (t). Since the area below the probability
density curve is equal to 1, the area of each rectangle on the Figure 2.40 is 51 .
It follows then, that
1
25000 , t ∈ [0..15000]
2
f (t) = 25000 , t ∈ [15000..25000]
0 , elsewhere
Secondly,
t2p
(
Z tp
50000 , tp ∈ [0..15000]
M (tp )×(1−R(tp )) = zf (z) dz = 150002
R tp z
0 50000 +2 15000 25000
dz , tp ∈ [15000..20000]
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To find R(t) for the given values of tp one can use Figure 2.40 (R(t) is the
area under f (z) for z > t).
500 , tp = 5000
0.8 , tp = 5000
2000
, tp = 10000 0.6 , tp = 10000
M (tp ) × (1 − R(tp )) = , R(tp ) =
4500 , tp = 15000 0.4
, tp = 15000
11500 , tp = 20000 0 , tp = 20000
p p fC R(t )+C (1−R(t ))
p
Using the suggested model C(tp ) = tp R(tp )+M (tp )(1−R(tp ))
for the given values
of Cf , Cp yields
0.093 , tp = 5000
0.067 , t = 10000
p
C(tp ) =
0.063 , tp = 15000
0.078 , tp = 20000
Therefore 15000 km is the optimal preventive replacement age.
2
10
, tp ∈ [0..2]
1
Problem 4 Similarly to Problem 3 f (tp ) = , tp ∈ [2..8]
10
0 , elsewhere
0.6
, tp =2
0.4 , tp =4
From the graph R(tp ) =
0.2
, tp =6
0 , tp =8
(R t
tp p 2×z
, tp ∈ [0..2]
Z
M (tp ) × (1 − R(tp )) = 10 dz R
zf (z) dz = R02 2×z =
t z
0 0 10
dz + 2 p 10 dz , tp ∈ [2..8]
( t2
p
10 , tp ∈ [0..2]
= t2p +4
20 , tp ∈ [2..8]
After substitutions, the suggested formula gives:
0.9375 , tp = 2
Tp × R(tp ) + Tf × (1 − R(tp )) 0.7692 , tp = 4 Days
D(tp ) = =
tp × R(tp ) + M (tp ) × (1 − R(tp )) 0.7813 , tp = 6 M onth
0.8824 , tp = 8
Clearly, preventive replacement after 4 months of operation is the most prefer-
able.
Problem 5 For the uniform distribution over [0..20000]
(
1
, t ∈ [0..20000]
f (t) = 20000
0 , elsewhere
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Similarly to the previous problems,
1
, tp < 0 Z tp
t2p
20000−tp
R(tp ) = , tp ∈ [0..20000] , M (tp )×(1−R(tp )) = zf (z) dz =
20000 0 40000
0 , tp > 20000
Substitution of the given values of Dp and Df into the proposed equation gives:
0.00103 , tp = 5000
20000−tp tp
3× 20000 + 9× 20000 120000 + 12 × tp 0.0008 , tp = 10000
D(tp ) = 2 = =
20000−t
tp × 20000 p +
tp 40000 × tp − t2p 0.0008 , tp = 15000
40000
0.0009 , tp = 20000
Hence, there are two equally preferable replacement ages among the given four.
Problem 6 Weibull paper analysis (Figure 1) gives estimations
µ = 49000 km, η = 55000 km, β = 1.7
Figure 1: Problem 6 Weibull plot
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