Streamlining Python Development: A Guide to a Modern Project Setup
150616 Quickscan Royal Netherlands Army (Gino Balistreri)
1. Royal Netherlands Army
Material Logistics Command / Technical Department
G. Balistreri
BSc Graduation Intern
SINTAS - Quick Scan
Potential of AM in the
after-sales service
supply chains of
ground based
(weapon) systems
16 June 2015
4. Royal Netherlands Army4
Additive Manufacturing
After-sales service supply chain of the RNLA
Preventive and corrective maintenance
Three maintenance levels
•Organic Level Maintenance (OLM)
•Intermediate Level Maintenance (ILM)
•Depot Level Maintenance (DLM)
5. Royal Netherlands Army5
Additive Manufacturing
Method
• Analysis of system types
• Model
• Opportunities
• Current applications of AM by DoD
• Literature study of opportunities in
the Defence industry
• Set of criteria
• Data gathering & data quality
• Threshold values & AHP
10. Royal Netherlands Army10
Additive Manufacturing
Framework
• Set of criteria from framework of N. Knofius;
• Exclude irrelevant criteria from this set;
• Exclude criteria that cannot be measured;
• Add other relevant criteria (if any)
11. Royal Netherlands Army11
Additive Manufacturing
Criteria
Relevant and measurable set of criteria
Technological category
(exclusive)
Logistical category
(weighting)
Economic category
(weighting)
Material (s) Average annual usage Purchasing cost
Dimension Resupply lead time Average days of inventory on hand
Item in initial lifecycle phase Design ownership
ELOT-item
12. Royal Netherlands Army12
Additive Manufacturing
Criteria (2)
Assigned to company goals (based on literature);
Weights with AHP-method:
Goal Weight
Secure supply 0.70
Improve service 0.23
Reduce costs 0.07
13. Royal Netherlands Army13
Additive Manufacturing
Resupply
lead time
Item in
initial life-
cycle phase
Average
days of
inventory
on hand
Purchasing
cost
Design
ownership
Item in
initial life-
cycle phase
Average
annual
usage
ELOT-item
Improve
service
Reduce costs Secure supply
0.23 0.07 0.70
0.350.350.020.020.020.020.110.11
Criteria (3)
14. Royal Netherlands Army14
Additive Manufacturing
Criteria (4)
Characteristic Weight
Average annual usage 0.35
ELOT-item 0.35
Item in initial lifecycle phase 0.13
Resupply lead time 0.11
Average days of inventory on hand 0.02
Purchasing cost 0.02
Design ownership 0.02
15. Royal Netherlands Army15
Additive Manufacturing
Spare part (sub)assortments
Amount of analyzed (sub)assortments: 72
Amount of relevant spare parts: 150,000
Amount of analyzed parts (used last three years): 12,000
16. Royal Netherlands Army16
Additive Manufacturing
Threshold values
• More differentation in score needed;
• Exclusion of parts that will never be printed
18. Royal Netherlands Army18
Additive Manufacturing
Analysis 1 Analysis 2 Analysis 3
Overall annual
usage
(number of used
spare parts)
< 1000
≥ 1000
Unknown
1
0
NO-GO
11921
23
0
< 100
100-1000
≥ 1000
Unknown
1
0
NO-GO
NO-GO
11653
268
23
0
< 10
10-50
50-100
100-500
500-1000
≥ 1000
Unknown
1
0.75
0.5
0.25
0
NO-GO
NO-GO
9324
1969
360
246
22
23
0
Item in initial
lifecycle phase
YES
NO
1
0
412
11532
Same as in analysis 1 Same as in analysis 1
Design
ownership
YES
NO
1
0
4039
7905
Same as in analysis 1 Same as in analysis 1
ELOT-item YES
NO
1
0
6235
5709
Same as in analysis 1 Same as in analysis 1
Total number of
parts analyzed
11944 11944 11944
Total number of
parts excluded
173 6002 6002
19. Royal Netherlands Army19
Additive Manufacturing
Results
Considered spare parts
Total number of analysed
unique spare parts:
All 11944
Average score per part: Not excluded spare parts
(Categories 2-6)
0.61
Standard deviaton: Not excluded spare parts
(Categories 2-6)
0.17
20. Royal Netherlands Army20
Additive Manufacturing
Results (2)
Category Potential of AM Range (scores) Number of
unique
spare parts
Category 1 None Excluded parts (NO-GO) 5924
Category 2 Relatively very low 0.00 – 0.25 33
Category 3 Relatively low 0.25 – 0,50 2568
Category 4 Around average 0.50 – 0.75 1041
Category 5 Relatively high 0.75 – 0.85 2213
Category 6 Relatively very high ≥ 0.85 165
21. Royal Netherlands Army21
Additive Manufacturing
Results (3):
• Based on logistical and economic criteria only:
• 50 % of the analyzed spare part assortment excluded;
• 20 % promising;
• 1-2 % very promising.
22. Royal Netherlands Army22
Additive Manufacturing
Technological criteria
• Material
• No electric components;
• No more than two different types;
• No turning parts
• Dimension
23. Royal Netherlands Army23
Additive Manufacturing
Technologically not feasible
Type of parts (116):
Axles Hoses
Steering arms Cables
Pumps Wiring harnesses
Cylinders Switches
Other levers Adaptors
Gears Regulators
Bearings Speedometers
Springs Amplifiers
Torsion bars (Camouflage) Covers
Rocker arms Ladders
Pitman arms Locks
Ball joints Lighting
Panels Seats
Shield Seat belts
Impellers Other
Exhaust pipes
24. Royal Netherlands Army24
Additive Manufacturing
Technologically feasible
Type of parts (27):
Gaskets
Hoods
Connecting-rods
Mounts
Brake levers
Handles
Exhaust manifold
Specific rings
Cross pieces
Steering wheels
Fan clutches
Other
25. Royal Netherlands Army25
Additive Manufacturing
Conclusion
• Most important application of AM for the RNLA:
secure supply of spare parts
• AM could significantly improve service
• No logistical and/or economic reasons to start print
around 50% of assortment
• 3000 promising parts
• Average score: 0.61
• Only 20 % very promising and technologically feasible
26. Royal Netherlands Army26
Additive Manufacturing
Recommendations
• Monitor the development of AM closely;
• Monitor the availability of spare parts especially for systems
that will reach their initial ELOT on the short term;
• Start inserting material type, dimension and part criticality;
• Investigate the necessary steps for approval;
• Revise purchasing strategy;
• Repeat Quick Scan -> development & more representative
data.
27. Royal Netherlands Army27
Additive Manufacturing
Limitations
• Limited amount of spare parts analyzed;
• Data quality;
• Data representativeness;
• Technological criteria based on assumptions.
Editor's Notes
Main findings! Dus methode heel kort (de rest van het rapport even aankaarten)
Add (according to the company considered)
Annual usage 3 jaar
KEUZE GEEN HOLDING COST KUNNEN ONDERBOUWEN
FOCUSED ON THE RESUPPLY LEAD TME
LIFECYCLE PHASE -> ITEM IN INITIAL LIFECYCLE PHASE
OVERVIEW OF CRITERIA PER COMPANY GOAL
INITIAL LIFECYCLE PHASE 2X
11 assortimenten in cat. 6
165 parts
27 GO (out of 6 assortments)
8 met >10 jaar stock (out of 2 assortments)
Of total (11944): 4133 met excessive stocking (out of many assortments)
Undecided: 22
Brake lever Remhefboom
Connecting-rod Verbindingsstang
Fan clutch Ventilatiekoppeling
Handles “Griffbügels”
Impeller Loopwiel
Pitman arm Steering component (including ball joint)
Rocker arm Tuimelaar (hefboom tussen de nokkenas en de kleppen)
Spring Veer
Synchronizer ring Synchroonring (key component for the shifting mechanism in all (automated) manual transmissions)
Torsion bar Torsiestaaf (koppelbegrenzer)
Wiring harness Kabelboom
Business case moet nog
Brake lever Remhefboom
Connecting-rod Verbindingsstang
Fan clutch Ventilatiekoppeling
Handles “Griffbügels”
Impeller Loopwiel
Pitman arm Steering component (including ball joint)
Rocker arm Tuimelaar (hefboom tussen de nokkenas en de kleppen)
Spring Veer
Synchronizer ring Synchroonring (key component for the shifting mechanism in all (automated) manual transmissions)
Torsion bar Torsiestaaf (koppelbegrenzer)
Wiring harness Kabelboom
The cost of purchasing the required ELOT-items could be compared to the cost of 3D printing the unit.