madam the web-based measurement data management for big … · jbeam: an open asam-cea framework...
TRANSCRIPT
![Page 1: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/1.jpg)
MaDaM – the web-based Measurement Data Management
for Big Data
by Dr. Bernhard Sünder, Managing Director, AMS GmbH
![Page 2: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/2.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 2
AMS GmbH located in Chemnitz (Saxonia)
founded 1993 by Dr. B. Sünder
since 1998 our vision is:
Using Internet Technologies for distributed Work-Flows
in Measurement-Data Postprocessing
![Page 3: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/3.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 3
![Page 4: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/4.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 4
Architecture
MDF4
MaDaM
by
jBEAM - We
b Se
rvice
jBEAM
Server
Datenbank
pure HTML-5
jBEAM
Desktop
jBEAM
Client
Optimized traffic with
iPad
PC
Windows, Linux, Mac, iOS, Android
Importer jBEAM
MDF4
xxx
![Page 5: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/5.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 5
2014: introduced MaDaM™
Using the best technologies for distributed working-flow scenarios
• Server-based Measurement Data Management (MDM-) System with web interface
• Flexible and fast search system
• PDF-report creation and interactive analysis
• Access from desktop and smart devices
![Page 6: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/6.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 6
– MaDaM™
DIAdem MDF3 MDF4
ATFX
NetCDF MATLAB many more
MaDaM
by jBEAM - W
eb
Service
jBEAM
Server
Lucene
pure HTML-5
Optimized traffic with
Lucene: Indexing Technology No relational database necessary Just a file system storage
HTML5: User interface, available in nearly any browser
PDF: Reports as PDF-files readable in any PDF-reader
jBEAM: Client post processing software for interactive analysis, connected via EnCom
MaDaM General and business logic for organizing test data
![Page 7: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/7.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 7
Importing of Data
Dedicated importer components
• Specialized for certain data formats, e.g. MDF v3 & v4, ISO13499 MME, Diadem™, Excel, …
• Running on client side
• Based on JavaFX
• With modern user guidance (wizard)
• Guides the editing process and force consistency
![Page 8: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/8.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 8
Sample-Importer: Passive Safety (Crash)
![Page 9: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/9.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 9
DIAdem MDF3 MDF4
ATFX
NetCDF MATLAB many others
MaDaM
by
jBEAM - We
b Se
rvice
jBEAM
Server
Lucene
pure HTML-5
jBEAM
Client
iPad PC
Windows, Linux, Mac, iOS, Android
Indexing Technology
No relational database necessary
Just a file system storage
File System
![Page 10: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/10.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 10
Apache Lucene • Objective: Powerful search functionality
with high performance
• Data-based index
• Project of the Apache Foundation
• Used by: Google, Apple, IBM, LinkedIn, Twitter, Eclipse Foundation, …
• OpenSource
![Page 11: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/11.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 11
Relational Database
• Problem: Model unnecessarily complex
• Problem: Adaptation to customer needs and new formats difficult
• Problem: Queries are complex & complicated
• Problem: Additional license costs for high-performance database solutions (Oracle, Microsoft SQL or others)
![Page 12: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/12.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 12
Search for Tests: Web-Frontend
• Web-Frontend based on modern web technologies: – HTML5
– JavaScript
– AJAX
• Requires only a browser on client side
• Device independent
![Page 13: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/13.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 13
Device Independent • Desktop
– Windows – Linux – Mac OS X – Solaris
![Page 14: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/14.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 14
Device Independent • Desktop
– Windows – Linux – Mac OS X – Solaris
• Smart device – iOS
![Page 15: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/15.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 15
Device Independent • Desktop
– Windows – Linux – Mac OS X – Solaris
• Smart device – iOS – Android – Windows 8
![Page 16: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/16.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 16
Search for Measurements
• Full text search
Required time: 118 ms, show 100 of 1000 result(s)
Full text search:
![Page 17: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/17.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 17
Search for Measurements
• Combination of search items
Full text search:
Required time: 21 ms, show 100 of 1000 result(s)
![Page 18: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/18.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 18
Search for Measurements
• Facet search
• „Show all China NCAP tests which were performed by test lab LaboTron“
![Page 19: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/19.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 19
Search for Measurements
• Any combination of facet and full text search
• Search for: • Date of measurement
• Test engineer, Laboratory
• Many more
• Search in measurements • Statistical data of channels are extracted during import
![Page 20: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/20.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 20
Search for Measurements
• Search for statistical quantities: Min, Max, …
![Page 21: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/21.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 21
Search for Measurements
• High-performance – 1000 measurements in < 20ms
– Scales independent from measurement size
• Flexible and powerful search syntax – Full text search
– Search in channels
Data found, what now?
![Page 22: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/22.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 22
Reports
• PDF Reports in 3 simple steps
1. Search / Choose
2. Choose template
3. Click button
![Page 23: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/23.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 23
![Page 24: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/24.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 24
Reports (on demand)
• Reports are generated on demand on the server using jBEAM
as a web service
• Only a PDF-viewer is required on the client
• PCs or smart devices
MaDaM
by
jBEAM - We
b Se
rvice
jBEAM
Server
Lucene
pure HTML-5
File System
![Page 25: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/25.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 25
Interactive Analysis
• jBEAM also works as an app on client PC
• No pre-installation on the client: Using Java WebStart technology, jBEAM is deployed over the web on-the-fly
jBEAM
Client
PC
optimized data-transfer with
by
jBEAM - We
b Se
rvice
jBEAM
Server
Lucene
pure HTML-5
MaDaM
![Page 26: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/26.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 26
Interactive Analysis: jBEAM
jBEAM
DIAdem
Excel
MDF
Crash
NetCDF
ASCII
ATFX
jBEAM Example: Crash Evaluation Based on the MME Standard page 1 of 37
Head Accelerations
Dummy front left, Hybrid III mid-sized adult male 50%
Test
Laboratory No.: 98/7707
Customer No.: M5533
Type: Vehicle into Vehicle frontal 0°
Date: 1998-11-06
Test Object
Name: FIESTA (HTE)
Velocity: 14,5 m/s
Mass: 1.151 kg
Time
s0,00 0,05 0,10 0,15 0,20 0,25
grav
-10
0
10
20
30
40
50
60
70
Acc
eler
atio
n
X
Y
Z
Res
Channels
AXL TETE HVG CFC1000
AXT TETE HVG CFC1000
AXV TETE HVG CFC1000
Resulting acceleration CFC1000
Results
Calculation range: 0 - 250 ms
Max.res.ac: 60,01 grav (76,3
ms)HIC: 534,4 (57,6 ms - 96,8 ms)
HIC 36: 529,0 (60,7 ms - 96,6 ms)
HIC 15: 348,8 (70,6 ms - 85,6 ms)
3 ms cumulative: 58,09 grav
3 ms continuous: 58,29 grav
![Page 27: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/27.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 27
Optimized traffic using
DIAdem MDF3 MDF4
MME
NetCDF MATLAB many more
jBEAM
Client
iPad PC
jBEAM
Client jBEAM
Client
jBEAM
Client
MaDaM
by
jBEAM - We
b Se
rvice
jBEAM
Server
Lucene
pure HTML-5
![Page 28: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/28.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 28
Enterprise Communication
jBEAM
Data
jBEAM
Server Client
![Page 29: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/29.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 29
Enterprise Communication
jBEAM
Data
jBEAM
Server Client What do we have? 1 GB
What was requested? 2 MB
• Only channels actually used are transmitted
• Only value ranges actually needed are transmitted
![Page 30: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/30.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 30
Enterprise Communication • Only required channels are transmitted • The channel data transmission is optimized
– In less than ½ second, the user sees the complete graphic of a channel with more than 10 Mio. values in jBEAM on client side
– the user can gradually zoom in even to individual values of the signal
In summary: • minimizes network traffic by intelligent
and selective data transfer.
![Page 31: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/31.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 31
jBEAM: an open ASAM-CEA Framework
Online Measurement
& Control
Test Bench SCADA Operator GUI
ATFX
DIAdem
MDF
UFF
NetCDF
Offline File Import
Automation System
Component & Flow
Management
>100 Calculations
Services
Input Graphic Layout Report
Unit Data Item
EnCom
…
…
FFT Formula User
CEA-Calc …
3rd party MDM
other jBEAM
Data Base
![Page 32: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/32.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 32
jBEAM: > 50 Data formats are supported ASAM-ODS: ATF and ATFX
Diadem: DAT, TDM & TDMS
MDF: version 3, incl. resampling version 4, ASAM compliant
NetCDF
ASCII: comma, tab, blanks
Excel: binary and CVS
CAN log
Famos
EDAS
ETAS: DCM
LabVIEW
ISO13499: MME, ISO
DBase 3
Dasylab
Google: KML
GPS-exchange: GPX
Garmin Database
AVL: iFile
Q-DAS
Racelogic-Vbox
RPC-III
UFF: 15, 58 and 151
TEAC
TecPlot
![Page 33: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/33.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 33
jBEAM: > Curves with >20,000,000 values
All > 20,000,000 values in one diagram without delay
Tracking window, Values at cursor,
reference/delta Axis, others …
![Page 34: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/34.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 34
jBEAM: > Georeferenced Data
![Page 35: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/35.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 35
jBEAM: Geo & Video & Num. Data
Graph content: 1. Google Maps as background 2. GPS-Track with speed as color 3. Sprite „Car“
Video of Test
Linegraph: Speed vs. Time
![Page 36: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/36.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 36
jBEAM: Orderanalysis
![Page 37: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/37.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 37
jBEAM: Sound – FFT, Ampl., Player
Sonogram
RMS-signal display
Audio-player
Synchronized
![Page 38: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/38.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 38
jBEAM: Testdata in 3D-Space
![Page 39: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/39.jpg)
17. June 2015 MaDaM – Measurement Data Management for Big Data Page 39
Summary
Measurement Data Management with MaDaM™:
• Modern web technologies (HTML 5) for simple workflows under PC and smart devices
• Fast and powerful search function
• No license costs for third party database products
• Server based NCAP-report generation using jBEAM
• Client based interactive analysis with jBEAM
• Optimized data transmission with
![Page 40: MaDaM the web-based Measurement Data Management for Big … · jBEAM: an open ASAM-CEA Framework Online Measurement & Control Test Bench SCADA Operator GUI ATFX DIAdem MDF UFF NetCDF](https://reader035.vdocument.in/reader035/viewer/2022071018/5fd1ae2943051b68b4466bf7/html5/thumbnails/40.jpg)
Bahnhofstraße 6 1760 Opdyke Court German Centre, Unit 719A 09111 Chemnitz Auburn Hills, MI 48326 88 Keyuan Road, Pudong Germany USA Shanghai 201203 / PR China
Tel.: +49 (371) 918 668-0 Tel.: +1 (248) 270-7779 Tel.: +86 (21) 289 866 19 Fax.: +49 (371) 918 668-99 Fax: +1 (248) 393-0340 Fax: +86 (21) 289 865 11 E-Mail: [email protected] E-Mail: [email protected] E-Mail: [email protected] Web: www.AMSonline.de Web: www.AMSonline.eu Web: www.AMSonline.cn
Gesellschaft für angewandte Mess- und Systemtechnik mbH