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McGraw-Hill/Irwin
Copyright © 2007 by The McGraw-Hill Companies, Inc. All
10S-2
Operations Management
William J. Stevenson
8th edition
10S-3
CHAPTER
10s
Acceptance
Sampling
McGraw-Hill/Irwin
Operations Management, Eighth Edition, by William J. Stevenson
Copyright © 2005 by The McGraw-Hill Companies, Inc. All rights
10S-4
Sampling Plans
Acceptance sampling: Form of
inspection applied to lots or batches of
items before or after a process, to judge
conformance with predetermined
standards
Sampling plans: Plans that specify lot
size, sample size, number of samples,
and acceptance/rejection criteria
Single-sampling
Double-sampling
Multiple-sampling
10S-5
Operating Characteristic Curve
Probability of accepting lot
Figure 10S.1
1
0.9
0.8
0.7
0.6
0.5
0.4
0.3
0.2
0.1
0
3%
0
.05
.10
.15
.20
.25
Lot quality (fraction defective)
10S-6
Decision Criteria
Probability of accepting lot
Figure 10S.2
1.00
Ideal
Not very
discriminating
“Good”
“Bad”
0
Lot quality (fraction defective)
10S-7
Sampling Terms
Acceptance quality level (AQL): the
percentage of defects at which consumers are
willing to accept lots as “good”
Lot tolerance percent defective (LTPD):
the upper limit on the percentage of defects
that a consumer is willing to accept
Consumer’s risk: the probability that a lot
contained defectives exceeding the LTPD will
be accepted
Producer’s risk: the probability that a lot
containing the acceptable quality level will be
rejected
10S-8
Consumer’s and Producer’s Risk
Probability of accepting lot
Figure 10S.3
1
α = .10
0.9
0.8
0.7
0.6
0.5
0.4
0.3
0.2 “Good” Indifferent
0.1
β = .10
0
0
.05
.10
AQL
LTPD
“Bad”
.15
.20
.25
Lot quality (fraction defective)
10S-9
QC Curve for n = 10, c = 1
Probability of acceptance
Figure 10S.4
1
0.9
0.8
0.7
0.6
0.5
0.4
0.3
0.2
0.1
0
.9139
.7361
.5443
.3758
.2440
.1493
.0860
0
.10
.20
.30
.40
.50
Fraction defective in lot
10S-10
Average Quality
Average outgoing quality (AOQ):
Average of inspected lots (100%) and
uninspected lots
N − n
AOQ = Pac × p
N
Pac = Probability of accepting lot
p = Fraction defective
N = Lot size
n = Sample size
10S-11
AOQ (Fraction defective out)
Example 2: AOQ
0
0.05
0.09
0.1
0.08
0.070.15
0.06 0.2
0.050.25
0.04 0.3
0.03
0.35
0.02
0.01 0.4
0
0.046
0.074
0.082
0.075
0.061
0.045
0.03
0.019
Approximate AOQL = .082
0
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
Incoming fraction defective
10S-12