+ All Categories
Home > Automotive > 360 SIMS - The Power of large data for 3D metrology and process control

360 SIMS - The Power of large data for 3D metrology and process control

Date post: 15-Apr-2017
Category:
Upload: tal-vagman
View: 260 times
Download: 1 times
Share this document with a friend
36
360 SIMS The Power of Large Data Set in Automated 3D Metrology & Process Control By Tal Vagman, Director Product Strategy
Transcript
Page 1: 360 SIMS - The Power of large data for 3D metrology and process control

360 SIMS – The Power of Large Data Set in

Automated 3D Metrology & Process Control

By Tal Vagman, Director Product Strategy

Page 2: 360 SIMS - The Power of large data for 3D metrology and process control

2 / 36

Our Goal : Contribute to Integrated Quality Production

SM Stamped Parts

SM Subs

BiW Assembly Line

Closures subs

Body/Closure

Engine Cradles

General/ Final Assembly

Final Car inspection

Page 3: 360 SIMS - The Power of large data for 3D metrology and process control

3 / 36

Sampling (Traditional CMM) 100% Inspection

Sampling off-line vs. 100% Inspection in-line

Page 4: 360 SIMS - The Power of large data for 3D metrology and process control

4 / 36

Why measure Production Parts / Assemblies near or In-line ?

• Help bring dimensions closer to design intent (drive to nominal)

• Product Quality Monitoring, Process Control

• Continuous process improvements

• Pin pointing cause and guiding corrective action

• Historical analysis & archiving

Advantages

• Faster ramp up / problem solving

• Reduce rework, scrap, logistics, warranty cost

Page 5: 360 SIMS - The Power of large data for 3D metrology and process control

5 / 36

Reduce variation

(dimensional volatility in production)Bring process to nominal or functional

(CAD or Virtual Master)

Process Control Motivation

Page 6: 360 SIMS - The Power of large data for 3D metrology and process control

6 / 36

Product Quality Development & Monitoring

Upper reject limit

Upper spec limit

Page 7: 360 SIMS - The Power of large data for 3D metrology and process control

7 / 36

Inspection Plan – Until today based on critical points only

Page 8: 360 SIMS - The Power of large data for 3D metrology and process control

8 / 36

With 360 SIMS: Both Area & Critical Features Measurement

Page 9: 360 SIMS - The Power of large data for 3D metrology and process control

9 / 36

Multi-Part Process Evaluation During Pre / Production

Page 10: 360 SIMS - The Power of large data for 3D metrology and process control

10 / 36

Customer Standards for Product Monitoring / Process Control

OK – Within tolerance

Trending – Near tolerance limit

Out of tolerance

Measurement Error

Rejected – Stop the line

Flexible setting of control limits

- Each limit can trigger different action

- Limits can be changed according to

actual production situation

- Limits can refer to % of tolerance

Page 11: 360 SIMS - The Power of large data for 3D metrology and process control

11 / 36

Dimensional Rules Management on Go / No go decisions

OK – Within tolerance

Trending – Near tolerance limit

Out of tolerance

Measurement Error

Rejected – Stop the line

Page 12: 360 SIMS - The Power of large data for 3D metrology and process control

12 / 36

Distribute data to different users according to their specific needs

From the Cell to the Data users

In-line Station

In-line Cell

Data Users

Quality Control Room

Factory IT

Page 13: 360 SIMS - The Power of large data for 3D metrology and process control

13 / 36

Measurement Cell: Data Distribution to Various User Needs

Operator Pass /Fail indicator

Automatic PDF Report

Automatic unified .cto

Export to Qdas, Quirl, custom

customer SPC / Reporting SW

On-screen Color Map analysis

Video of the day

Page 14: 360 SIMS - The Power of large data for 3D metrology and process control

14 / 36

Production measurement results used for Part Inspection by

various Software (Customer, 3rd Party and Hexagon Metrology)

Page 15: 360 SIMS - The Power of large data for 3D metrology and process control

15 / 36

Flexible Post Measurement Inspection / Analysis

Adding on full data set:

• Adding surface points

• Adding features / edges / dimensions

• Re-aligning with different settings

• Cross sections and adding dimensions

• Exporting all types of data / reports

Adding on our compressed data:

• Surface points, edge line points and dimensions

• Cross sections and 2D dimensions

• Exporting various types of data

• Generating Master part

• Generating reports

Page 16: 360 SIMS - The Power of large data for 3D metrology and process control

16 / 36

Process Control Life Cycle & Identifying Different Situations

Stabilization during

Launch / ramp up

Controlling a

stable processAdapting limits according

To production stability &

tolerance

Handling less stable

points

Non stable critical points

Temporary / limited

rejections Or reworks

Page 17: 360 SIMS - The Power of large data for 3D metrology and process control

17 / 36

Point and Area based Process Control / Server Based

Page 18: 360 SIMS - The Power of large data for 3D metrology and process control

18 / 36

Process Control Tools (Features and Dimensions)

Page 19: 360 SIMS - The Power of large data for 3D metrology and process control

19 / 36

3D Process Control Severity and Escalation

Inspection Results PLC Control/User Action

Automatic transfer to next station

Automatic transfer to next station with low profile alert

Automatic transfer to next station with wider alert

Automatic pause of transfer subject to user check

and decision

OK

title

title

Rejected

Page 20: 360 SIMS - The Power of large data for 3D metrology and process control

20 / 36

From Fully Automated Station to User Intervention

Steady state Checking data

Visual inspection Analysis room

Page 21: 360 SIMS - The Power of large data for 3D metrology and process control

21 / 36

Point Selection and New Large Data Set Paradigm

• Point selection from the pool points

• For best use of time feature/surface optimization is recommended

• A 50 x 50 cm tile can replaces many surface points

• Features and points grouped together can be covered more effectively

• With fast joint changes a full area can covered

Robot Movement & wait times

Robot/PLC-Communication

Image Acqusition

2-3.5 sec*

0.1 sec*

0.5-1.5 sec*

*Per tile

Page 22: 360 SIMS - The Power of large data for 3D metrology and process control

22 / 36

Point Selection and New Large Data Set Paradigm

• Transform from critical points only to our added value capabilities surface

colormap, xs, edge line, etc

• Add multiple programs to help support various process life cycle stages

• Add Special studies to even increase system value during launch and breaks

Subroutine 1

Subroutine 2

Subroutine 3

Page 23: 360 SIMS - The Power of large data for 3D metrology and process control

23 / 36

Cycle time limited Measurements + Special Studies

• 2 operating modes for special studies:

• Line down time or ramp-up and initial launch periods

• Running during breaks or between shifts

• Examples for special studies:

• Body to closure assembly (Functional & Flush and gap areas)

• Interior / instrument panel assembly study

• Fuel outlet assembly area

• Engine assembly area

Page 24: 360 SIMS - The Power of large data for 3D metrology and process control

24 / 36

Back lights Assembly Area Detailed Study – Detailed AnalysisSpecial study alignment based on assembly features Cross section 2D analysis on back light area

Page 25: 360 SIMS - The Power of large data for 3D metrology and process control

25 / 36

Additional Analysis as needed

Special Round Edge line Measurement for

F&G analysis

Changing Colormap settings to support

tighter tolerances

Measuring all critical features

and points in the area

Matching Surface Point for F&G analysis

Page 26: 360 SIMS - The Power of large data for 3D metrology and process control

26 / 36 DRAFT 26

Patented VSPC for Problem Solving and Process Stability Analysis

• Comparisons

• Averages and ranges

• Statistics / Trend charts

• Finding closest to median

• Virtual Master Part

• Comparing Groups of parts

• Generating unified result

• Generating virtual results from statistics

Page 27: 360 SIMS - The Power of large data for 3D metrology and process control

27 / 36

“Image of the day” reporting

Page 28: 360 SIMS - The Power of large data for 3D metrology and process control

28 / 36

Patented “Video-of-the-day” – Split Screen on different areas

• Patent Pending

• Full shift in 60 sec clip

• Part, Trend, +summary statistics

visualization

Roadmap:

• 360 SIMS DataServer enabled

• Automated generation

• Distribution to user / mobile devices

Page 29: 360 SIMS - The Power of large data for 3D metrology and process control

29 / 36

Patented “Video-of-the-day” – Split Screen on different areas

Page 30: 360 SIMS - The Power of large data for 3D metrology and process control

30 / 36

In Future – more actionable data into the video report

Page 31: 360 SIMS - The Power of large data for 3D metrology and process control

31 / 36

Small and Large Data set

Cell Monitoring

3rd Party Integration

QDAS/SPC

Mobile Reports Generation

Video of the day generation

Search results

More Ways for Using and Accessing the Metrology DATA

Metrology

Database

Application

Server

• Server provides access to users and application to all managed data

Page 32: 360 SIMS - The Power of large data for 3D metrology and process control

32 / 36

The Data Challenges

We create a lot of data and needs to be:

• Stored

• Distributed

• Managed

Page 33: 360 SIMS - The Power of large data for 3D metrology and process control

33 / 36

Data Management and Storage - Recommended

Cell Data Server (all measurement results)

• 6 months of data advised

• Older then that to be backed-up on archived storage in IT room

Network File Storage (.cto, PDF, Pics, Videos others)

• Very short term saving of full projects (GBs per measurement)

• Naming convention based on customer wishes

• Unlimited storage but requires periodical maintenance

Customer SPC / IT systems (f.i., csv, dmo, DFQ, quirl, etc)

• Agreed formats saved for automatic processing by customer system

Page 34: 360 SIMS - The Power of large data for 3D metrology and process control

34 / 36 Page 34

~50 Mgb per part

700 parts/day

35 Ggb per day

Saved time, 6 months ≈ 6.4 Tb

Page 35: 360 SIMS - The Power of large data for 3D metrology and process control

35 / 36

Casting Measuring Cell

Our Vision: Integrated Metrology Solutions Leveraging 360 SIMS,

MMS and Q-DAS Platforms for Actionable Workflows

F&G Measuring Cell

Assembly Worker

Quality Analyst

Closure Measuring Cell

MMS Application

Server

Metrology

Database

BiW Measuring Cell

• Data from all measurement systems is collected and managed

Connecting various

metrology systems

in the factory with

the different users

for quality data

Page 36: 360 SIMS - The Power of large data for 3D metrology and process control

Thank you !


Recommended