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Chicago June 12-13
Knowledge, Graphs & 3D CAD SystemsKnowledge, Graphs & 3D CAD Systems
David Bigelow - Simplified Logic, Inc.David Bigelow - Simplified Logic, Inc.
Graphs
Image Source: neosigma.herokuapp.com
Example: neo4j & sigma.js
Relationships are Cool...
(But, are hard to get your head around)
Image Source: Max DeMarzi
Visualization HAS gotten better...
(for simple cases)
But still has a LOOOOOONG way to go...
(Huh?! Is this useful to the average person who is not a social or criminal scientist!?)
Image Source: gephi.org
Most Visualization looks exclusively in the PAST!
(The future starts by staring into the rear-view mirror?!)
Closeness of Data Points?
Clustering?
Connection Counts?
Overall Ranking?
Correlation?
Causation?
Trending?
Where used? Degree of Centrality?
Historical Data drives
future decisions,
policies,
and agendas!
BUT, it is typically
not actionable
in a timely manner.
(The “Big Data” Problem!?)
History is important!
(ok... duh!)
character credit: SouthPark.com - “underwear gnomes”
There has been an extreme focus on
collecting and controlling data...
(ummm.... “Phase 2” is like really important!)
You want to do amazing things?!
Figure out that “Phase 2” part out! (quickly)
graphic credit: SouthPark.com - “underwear gnomes”
3D CAD Systems
CAD Systems and Types
(user-centric approach to execution)
Wireframe Surfaces Solids
Parametric
Modelers
10mm
17mm
Variational
Modelers
Direct
Modelers
(pull)
Parametric Systems
(hierarchical relationships)
Product
Data ManagerDrawings
A
X
C
D
Parts
A
Q
R
S
T
U
V
W
Assemblies
A
B
C
A
Z
D
E
F A
C
B
D
E
F
X
Files
Pointers & Relationships
Feature Relationships
A
Q
R
S
T
U
V
W
BuildOrder Parent
Child
Part Features & Operations
A
Q
R
S
T
U
V
W
BuildOrder
Part Features & Operations
Structural
and / or
Geometric
Dependent
Relationships
Relationships
NOTE: This is Painful for Users!
Multiple Paths / Frustrations
to the SAME Geometric Results!
Part Design Automation
(graphs can help navigate data, but not great for automating)
Feature Instructions are
typically defined to a small
reference.
The Resulting Geometry
often is more complicated
than the instructions used to
create it.
S4
S5
S2S1
S3
S6
Sub-Geometry Relationships
(Solid / Volume = Closed Loop Relationships)
(Surfaces & Edges)
e3 e1
e2
e4
e5
e5
e6
e6
e7
e8
e9
e9
e10
e10
e11
e12
e7
e8
e12
=
3D Cube
Graph-Based Extraction
(Define Boundary Conditions and Seed Reference)
Boundary
Boundary
Seed
Extracted
Geometry
A
B
C
A
Z
D
E
F
Assemblies
Parts
Feature
User-Specific Approach
Item Choices...
Mated To,
Aligned To,
Selected References,
etc...
Assembly Relationships
(business logic IN the CAD system!)
NOTE: This is Painful for Users!
ALSO - Painful for Corporation
(data management!)
A
B
C
A
Z
D
E
F
Component “C”
w/ Assembly References
to Assembly “E”
and Sub-Component “B”
Sub-Assembly “F”
Assembled to
Component “C”
Assembly Relationships
NOTE: ALL relationships must be
understood by the product data
management system!
THIS is a BIG PROBLEM!
EXPENSIVE, COMPLEX &
PROPRIETARY
Data Management Systems
Multiple Use-Cases for the
SAME DATA
(Manufacturing, Vendors, Customer, Publishing, ERP, etc.)
Sharing & Using
Information
with others is PAINFUL!
Embedded CAD Relationships
A
C
A
Z
D
E
F
B
Breaking those
Internal Relationships
NOT
this easy...
A
C
AZ
D
E
F
B
Result:
YEARS of bad
decisions persist!
Autonomy is CRUCIAL!
A
Q
R
S
T
U
V
W
BuildOrder
Un-Avoidable
(user / user pain)
Part Design
A
B
C
A
Z
D
E
F
Typical
(user / user / corp pain)
Assembly Design
A
B
C
A
Z
D
E
F
Well-Planned
(flexible / enforceable)
Assembly Design
Design Alternatives?!
Product Design
A1 A2 A3 A4
B1 B2
C1 C2 C3 C4 C5
E1 E2 E3
F1 F2 F3 F4 F5 F6
A1 A2 A3 A4
Z1 Z2
Design Alternatives
A
B
C
A
Z
D
E
F
“Choices” are a Problem...
(Should you just let anyone put anything together?!)
Image Source: The Matrix Reloaded
Just because
you can...
Doesn’t mean
you SHOULD!
Graphs &
Business Logic
Imagine you
produce this...
0˚ 30˚
45˚
60˚
-30˚0˚
30˚
45˚
60˚
0˚
30˚
60˚ 90˚ 115˚
0˚
30˚
60˚90˚115˚
Product Data Managers
“manage” the Data...
But this is NOT how it should be
used.
A Decision
Framework!
What is
missing?
This is a “Decision Framework”
3-Ring Binders!Excel Worksheets!
+
BUT... NOT VERY USEFUL!
Human “mobility” is a BIG problem...
Typically, the “data” stays...
(PDM, PLM, Excel Worksheets, Paper Notebooks, etc.)
I am out’a here!Promo!
The “new people” in a job are a huge variable...
Newbie!
(aggressiveness, competence, courage, communication skills, real-world experience vs. book smarts,
etc...)
Internal Memos
Warranty Info
Test Data
source: ibm.com
source: spacesaver.com
Design Standards
Customer Feedback
Competitive Analysis
Product Design & Configuration Knowledge
Comes from MANY Sources
Different Sources, Different
Databases, Different Users,
Different Applications, Different
Use Cases, Different Customers,
Different Needs, Different Life
Cycles, Different Security,
Different Sources, Different
Databases, Different Users,
Different Applications, Different
Use Cases, Different Customers,
Different Needs, Different Life
Cycles, Different Security,
This is where most I.T. Departments
seriously struggle!
Let Purpose-Built Solutions Work!
You can build an amazing Decision Framework from this...
But, information arrives and changes at different times...
Your NEW
“Decision Structure”
Your NEW
“Decision Structure”
Services
Services
Services Services
Services
The Graph does NOT need “everything”...
Connect them via “services” to...
“Translate”, “Relate” and “Guide” the Business Process!
Different Roles
- Engineering
- Manufacturing
- Purchasing
- Customer
- Partners
-Vendor
- etc.
Different
Targets
- Region
- Market
- Cost
- Market
- Application
- etc.
Interfaces! Role-Specific
Decision
Structures
- Engineering
- Manufacturing
- Purchasing
- Customer
- Partners
- Vendor
- etc.
0˚ 30˚
45˚
60˚
-30˚0˚
30˚
45˚
60˚
0˚
30˚
60˚ 90˚ 115˚
0˚
30˚
60˚90˚115˚
Engineering Customers
Partners
Vendors
App Support
Manufacturing
DEMO
Industry
Opportunities...
A lot of companies are sold a “vision”
“Heeeey....
Just put everything in
a single bucket!”
The Core Problem...
Customers Expect... Vendors Supply...
A small piece of advice... ALWAYS ASK:
“Who” is the cutter and “who” is the dough?!
CRAP!CRAP!
Welcome to the NEW Variable...
THANKYOU!
simplifiedlogic.com : Engineering & Consulting
nitrolm.com : Cloud Licensing
businessmodeling.com : A New Project :)
David Bigelow, President
Simplified Logic, Inc.
MileTrackGPS.com : Investor

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