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© camLine GmbH • forum 201613 - 1
Graphical reports from SPACE data
This session demonstrates automated graphical reports from SPACE data. SPACE Con-trol Charts and histogram images are generated automatically and combined with Cor-nerstone graphs and correlation/regression analysis results in a single MS-Word or PDF document. These special reports can be used for regular reviews, annotated reports to customers, and to speed up root cause analysis by checking more quickly for known as-signable causes.
Nils KnoblauchProduct Manager SPACEcamLine GmbH, Germany
Nils Knoblauch is product manager of camLine's SPC solution LineWorks SPACE. He earned his diploma in physics from the Technical University of Munich 1994 and joined camLine in 1995. During his work for CIM automation projects, he created camLine's SECS communication stack for the Smalltalk programming language and developed a SECS/GEM training course for equipment integrators. In 1998, he became camLine's head of the joint development team for LineWorks SPACE in cooperation with Siemens Semiconductors (now Infineon Technologies). In 2004, he started the development of the LineWorks STARGATE add-on together with Chartered Semiconductors Singapore (now Globalfoundries) which was also the birth of LineWorks iGate. When camLine acquired Cornerstone in 2011, Nils could extend his knowledge in statistical analysis and experimental design while leading the Cornerstone development team.
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© camLine GmbH • forum 201613 - 3
1 Graphical Reports from SPACE Data 15.09.2016
SPACE 7.1
Graphical Reports from SPACE DataNils Knoblauch, camLine GmbH
LineWorks SPACEUser Group Meeting 2016
2 Graphical Reports from SPACE Data 15.09.2016
Automated graphical reports from SPACE data featuring:
MS Word template
SPACE process indexes overview table
SPACE chart images
Regression analysis
Variability chart
Variance components
PDF generation
Summary
© camLine GmbH • forum 201613 - 4
3 Graphical Reports from SPACE Data 15.09.2016
Special regular customer reports
Daily review PDF for fastest graphical check
Root cause analysis reports
Quick check for known assignable causes
Save time pulling the data together
Save time weeding out unimportant variables
Preserve and distribute expert knowledge
Use Cases
4 Graphical Reports from SPACE Data 15.09.2016
Architecture
SPACE Cornerstone MS Word
Cornerstone Exporter
Chart Image Exporter
template.csw template.docx
*.pdf*.docx*.csw
*.png*.htm
*.csd
include results
datasetsCEL
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5 Graphical Reports from SPACE Data 15.09.2016
A
DemoRoot cause analysis report generation
6 Graphical Reports from SPACE Data 15.09.2016
Operational Flow
1. Define time range for “master” chart, including the problem lots
2. Export master chart data
3. Launch generic CEL script with report-specific base directory as argument
4. Open template.csw workmap
5. Determine “slave” charts
6. Query SPACE data for slave charts by lot list
7. Determine date range for each slave chart by min/max sample date
8. Export SPACE chart images and process indexes
9. Update joins and R script analyses in workmap
10. Export output graphs (*.png) and tables (*.htm)
11. Open MS Word template
12. Update and unlink links
13. Save As… into “results” folder (*.pdf, *.docx, *.csw)
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7 Graphical Reports from SPACE Data 15.09.2016
SPACE Chart Image Exporter
Command-line tool Based on SPACE API in 7.1: IChart.exportImage(….) Source available in integration examples Features:
Override default visual setup and chart list with setup from template channel Override default matching with provided matching definition id Specify width/height image dimensions Specify time range Optional process index table export, indexes from provided report definition id Input / output are simple tables in CSV file format Supports headless Windows server/service environment
8 Graphical Reports from SPACE Data 15.09.2016
SPACE Chart Image Export Tool Input File Example
CH_ID CKC_ID FROM_DATE TO_DATE T_CH_ID MATCH_DEF_IDSWIDTH HEIGHT FILENAME CALC_PI7294 5/7/2014 12:10:09 30/7/2014 18:49:39 0 0 Y8392 0 5/7/2014 12:10:09 30/7/2014 18:49:39 9052 1055 0 0 Y8453 0 5/7/2014 12:10:09 30/7/2014 18:49:39 9053 0 0 Y8472 * 5/7/2014 12:10:09 30/7/2014 18:49:39 9053 0 0 Y8472 + 5/7/2014 12:10:09 30/7/2014 18:49:39 9052 0 0
Free query
Channel only
“*” = Channel+ CKCs
“+” = CKCs onlyTwo template channels with different visual setups
0=use saved Navigator offline chart window size
Include in process index output table
Optional output file name (else auto-generated)
© camLine GmbH • forum 201613 - 7
9 Graphical Reports from SPACE Data 15.09.2016
SPACE Cornerstone Interface
Command-line tool
Based on existing SPACE Navigator automation (jobXXX.properties)
Queries data by LotId list from related charts
New features:
Synchronous invocation with –Dbatch.exit
Dynamic job / working directory –Dbatch.directory
10 Graphical Reports from SPACE Data 15.09.2016
Template Workmap
Exported Outputs
Data Processing +AnalysesSlaves
Master
Join
Inputs
Notes link back to SPACE chart
Element name = File name referenced by link in Word template
Everything starts with the lot list here
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11 Graphical Reports from SPACE Data 15.09.2016
MS Word Template – Source View
Use ALT-F9 to show field source
{FILENAME \p}\\..\\ = document directory to avoid absolute path
Insert / Quick Parts / Fields… /Links and References /INCLUDEPICTURE supports relative path
Insert / Quick Parts / Fields… /Links and References /INCLUDETEXT for HTML tables
12 Graphical Reports from SPACE Data 15.09.2016
MS Word Template – Format HTML tables
Magic! Transforms frog into prince and keeps the link to the data
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13 Graphical Reports from SPACE Data 15.09.2016
Folder Structure
reports
report1
include*.png
*.htm
datasetssummary *.csd
raw *.csd
template.csw
template.docx
jobs *.properties
results
*.docx
*.csw
report2 … …
14 Graphical Reports from SPACE Data 15.09.2016
B
DemoAdding Variability Chart and Variance Component Analysis to the Report
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15 Graphical Reports from SPACE Data 15.09.2016
Conclusion
Automated generation of specialized reportsCombine graphs and numerical result tablesCapture analysis workflow and data relations in
Cornerstone workmap Leverage SPACE-Cornerstone integrationDesign template and annotate results in MS WordPDF exportDrill-down to actual data in saved workmap
16 Graphical Reports from SPACE Data 15.09.2016
Outlook
Integrate into SPACE-eCAPDocument, preserve and distribute process expert
knowledgeSend analysis report together with eCAP notification
mail to engineerSave process problem resolution time for known
problems
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17 Graphical Reports from SPACE Data 15.09.2016
camLine GmbH
Industriering 4a · 85238 PetershausenT: +49 8137935-200F: +49 49 [email protected]
Thank you