Lecture 6 - Introduction to Analyse and RCA Flashcards
The analyse phases focuses on…
identifying the root causes of
the problem using data
What are you trying to find in analysing? (x4)
NVA
waste,
bottlenecks
constraints
P-A-F Cost whats p, a, f
Prevention
Appraisal
Failure
all costs
P-A-F Cost which is best to invest in
slight increases in prevention or appraisal will save significantly more from failures.
Benifits of 5 whys? (x3)
simple
quick
intuitive
just dont go in circles and follow untill at route cause.
What is Pareto Analysis?
all possible options (failure/accident types) are arranged in terms of their importantce and have displacy the frequency in the y-axis (typically).
Pareto Analysis - 8 steps to constructing.
- Decide problem to analysed.
- Decide period for data collection.
- Identify main causes / categories of problem.
- Collect with tally sheet.
- Tabulate the frequency of each
& put into descending order - Arrange as bar chart.
- Construct the Pareto chart.
- Determine the cumulative percentages and construct the cumulative
percentage curve.
MONTHLY EXPENSES EXAMPLE. LOL
Limitations - Pareto Analysis
• short-period of time, from unstable process, may lead to BULL SHIT CONCLUSIONS.
• Choose weighting criteria carefully.
For example, cost may be auseful measure for prioritization than number of occurrences,
especially when the costs of various defects differ.
• Tackle items with greatest impact on customer satisfaction
Decision should not just be made on the frequency of occurrence of a defect !!!!
what is a Concentration Diagram
effectively it is a mark on a diagram or example of where errors or accident happen on a floor plan. Different shapes may mean different things occurred.
why use Concentration Diagrams
- Simple to collect data
- Easy to analyse
- Start point for 5 why‟s (why are people hurning themselves.. )
- Identify where to „go and see‟
What is a Cause & Effect Analysis better know as
Ishikawa - fish bone analysis.
What are the main ‘ causes of a problem’
the bones of the fish diagram? (x6)
6 M‟s:
– Machine, Manpower, Methods, Environment, Materials & Measurement
There may ba many sub points into each ‘Bone’ like efficiency or skill . or coast etc.
The head of the fish is the result of all the causes so the head is effectively the…?
problem.. caused by the fish bones.
Mean 𝑥 (average)
= sum / #
Median
middle value when n sample are ordered
e.g. 3,5,5,6,7 —> median = 5