Date post: | 13-Apr-2017 |
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Business |
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Improving Packaging Line Performance –Using the correct Data and Drill Down Analysis
Actionable Information I
www.optimumfx.com
Data…Data…Data == Good Information
Excessive data – Lack of information The right data – with drill down analysis
X
Actionable Information
Actionable Information
1. What’s the right data to focus on the right areas?
2. How can this be categorised in a useful way? And Why?
3.How can we focus our efforts ?
?
The right data – Overall?• Production lines are designed around a CRITICAL MACHINE which is the
slowest & typically most expensive item on the line - normally a filler / blow-fill
• Line performance is measured based on the performance of this machine i.e. if it is running, the line is running, if it is slow, the line is slow
• All other equipment should have the ability to run faster – than its neighbour (towards the Critical Machine)
• Plotting these speed values creates what is known as a V-curve (normally more like a tick )
• Lines have in-built accumulation to prevent machine stoppages immediately impacting the upstream machines
Actionable Information
1. What’s the right data to focus on the right areas?
Causal (loss to critical machine
?
Right data - Faults vs Machine stops vs Causal loss
Line Stoppage
Machine Stoppage
Fault Detail
Right Stoppage Data?
Line Stoppage = Critical Machine Stoppage
WHY Stopped?
Due to another machine
True Causal Loss
Due to its own fault
Right data - Changeover/Set-up?60,000
30,000
008:00 09:00 10:00 11:00 12:00
Time (hh:mm)
Spee
d un
its p
er h
our
07:00
Time 08:00 09:00 10:00 11:00 12:00
OEE 80% 0% 30% 60% 80%
Changeover Metric Description Value
Planned / Budget / Allowed Time Changeover time allocated in the production plan 90 mins
Target Time Best time possible 75 mins
Actual Time Time taken for last product in to first product out 85 mins
1st Hour OEE Measure of effectiveness of the changeover 50%
Changeover/ set-up time
NB – All values are example data to illustrate the metrics and the diagram is not to scale
Right data - MTTR & MTBFIdentify MTTR (Mean Time To Repair) and MTBF (Mean Time Between Failure) Targets based on the Accumulation space between the Machines
MTTR of M2 < Accumulation SpaceWhere, Accumulation Space = Dynamic conveyor capacity (containers)
Speed of feeding machine (M1)
MTBF of M2 > Recovery time to nominal stateWhere, Recovery time = Accumulation Space
Speed differential (M2-M1)
M2M1
M1 M2Nominal State
Accumulation Full
Actionable Information
1. What’s the right data to focus on the right areas?
Causal (loss to critical machine
Actual time
Machine stoppages
PDT/NOP
2. How can this be categorised in a useful way? And Why?
?