SlideShare a Scribd company logo
1 of 15
Download to read offline
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 1
Bavarian State Research Center
for Agriculture
Dr.-Ing. Zoltan Gobor
Institute for Agricultural Engineering and
Animal Husbandry
Development of a diagnostic tool for
performance analysis during the testing of
agricultural implements
Data acquisition and automated data analysis
illustrated by the example of the prototype for
automated attachment of the supporting wires in hop
gardens
Institute for Agricultural Engineering
and Animal Husbandry
Hop production – state of the art
● Germany: aproximately 18 000 ha
cultivated area under hop
● Predominantly 7 or 8 m high trellis
systems
● Annual replacement of the supporting
wires (1.2 – 1.4 mm thick iron wire)
● Manual fastening of the support wire:
– 3 workers-platform 12 man-hours and
3 tractor-hours per ha
– 2 workers-platform 15 man-hours and
5 tractor-hours per ha
● Problems during manual fastening:
– Accident risk
– Ergonomically very uncomfortable task
– Dependent on the weather conditions
21.05.2015
Gobor-ILT 5-15002 2
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 2
Institute for Agricultural Engineering
and Animal Husbandry
Automated attachment of the supporting wires
● The private limited company Soller (Geisenfeld, Germany) protected
the idea by a patent in 2002
● A joint project (2008-2010) funded by the German Federal Agency for
Food and Agriculture (BLE) was realised
– Main task – optimisation of the system and development of a new
prototype based on the gained insights
● A joint project (2014-2016) funded by the German Federal Agency for
Food and Agriculture (BLE) and Rentenbank within the DIP (Agricultural
Innovation Partnership) programme
– Main task –improvement of the existing prototype and the necessary
diagnostic tools in order to produce the zero series device
21.05.2015
Gobor-ILT 5-15002 3
Institute for Agricultural Engineering
and Animal Husbandry
Design of the device – optimisation and
development
21.05.2015
Gobor-ILT 5-15002 4
Subsystem for positioning
Subsystem for wire attaching
Intermediate storage of the wire
External hydraulic power supply unit
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 3
Institute for Agricultural Engineering
and Animal Husbandry
Design of the device – optimisation and
development
21.05.2015
Gobor-ILT 5-15002 5
(1) Telescopic leader mast
(2) Subsystem for wire attaching
(3) Intermediate storage of the wire
(4) Wire coil
(5) External hydraulic power supply unit
(6) Subsystem for positioning
(7) Electrical cabinet with embedded
programmable logic controller (PLC)
Institute for Agricultural Engineering
and Animal Husbandry
Hydraulic parameters and PLC signals acquisition
● Phase 1
– Compact modular data logging system NI cDAQ-9172
– Pressure sensors MBS 3250 060 G1 869 (Danfoss)
– Turbine flow sensor RE 4 (Hydrotechnik)
– Software solution for data acquisition (LabVIEW)
– 9 AI (pressure + flow rate)
– up to 27 DI (PLC signals)
– 2 counters
● Phase 2
– NI cRIO-9033 Controller With 1.33 GHz Dual-Core CPU, 160T FPGA
with NI Linux RT
– Up to: 18 AI (pressure, flow rate); 32 DI (PLC signals); 2 counters
– Test bench; prototype; zero series machine
– Software (LabVIEW Real Time and FPGA)
21.05.2015
Gobor-ILT 5-15002 6
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 4
Institute for Agricultural Engineering
and Animal Husbandry
Software phase 1 (concept)
21.05.2015
Gobor-ILT 5-15002 7
Core 1
Core 2
Producer - Consumer
Data streaming NIUSB -> PC
Data logging
State machine
Enqueue
DequeueFIFO
States:
•Initialise
•Configure
•Load configuration
•Save configuration
•Measure
•Stop
Institute for Agricultural Engineering
and Animal Husbandry
Software for data acquisition - Front panel (HMI)
21.05.2015
Gobor-ILT 5-15002 8
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 5
Institute for Agricultural Engineering
and Animal Husbandry
Software - Front panel (measurement)
21.05.2015
Gobor-ILT 5-15002 9
Institute for Agricultural Engineering
and Animal Husbandry
TDMS file in Excel
21.05.2015
Gobor-ILT 5-15002 10
● File format with similar footprint and precision as a binary file
(combination of binary and XML data)
● Self descriptive structure with three-level hierarchy: file-specific
information; meta-data; row-data
● Data streaming - segmented or writing at once into the TDMS
file depending on the required speed and amount of data
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 6
Institute for Agricultural Engineering
and Animal Husbandry
Semi-automated off–line data analysis (Scilab)
21.05.2015
Gobor-ILT 5-15002 11
● Scilab function for direct reading of the TDMS files not available
● Intermediate steps: open in MS Excell, save as XLS and read
with xlsread or xls_open in Scilab
● Developed function allows automated analysis considering
defined parameters and graphical and statistical analysis by
simply entering the TDMS (XLS) file name into the function
Institute for Agricultural Engineering
and Animal Husbandry
https://www.youtube.com/watch?v=q5MNtrRoVmo
Twisting
WireattachingSubsystemup
Wire attaching cycle simulation
21.05.2015
Gobor-ILT 5-15002 12
Wirefeedingslow
(wirepreparation)
Cutting
Wirefeedingmidd
WireattachingSubsystemdown
Benderup
Benderdown
Wirefeedingfast
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 7
Institute for Agricultural Engineering
and Animal Husbandry
Measurement results before optimisation–
hydraulic parameters and PLC signals
21.05.2015
Gobor-ILT 5-15002 13
Institute for Agricultural Engineering
and Animal Husbandry
Optimisation - hydraulic power unit with 2 pumps
21.05.2015
Gobor-ILT 5-15002 14
Pump 1
− Vertical Positioning
− Horizontal Positioning
− Intermediate storage
(recharging)
Pump 2
− Cutter
− Wire attaching
− Positioning of the
subsystem
− Wire feeding
− Twining
− Cutting
− Bending
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 8
Institute for Agricultural Engineering
and Animal Husbandry
Results – duration of selected wire attaching
sequences
21.05.2015
Gobor-ILT 5-15002 15
2009 2011
Area capacity
0.21 – 0.23 ha/h
Average operating
speed 1.45 – 1.65 km/h
Institute for Agricultural Engineering
and Animal Husbandry
Measurement results after optimisation–
hydraulic parameters and PLC signals
21.05.2015
Gobor-ILT 5-15002 16
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 9
Institute for Agricultural Engineering
and Animal Husbandry
Hydraulic parameters and PLC signals acquisition
● Phase 1
– Compact modular data logging system NI cDAQ-9172
– Pressure sensors MBS 3250 060 G1 869 (Danfoss)
– Turbine flow sensor RE 4 (Hydrotechnik)
– Software solution for data acquisition (LabVIEW)
– 9 AI (pressure + flow rate)
– up to 27 DI (PLC signals)
– 2 counters
● Phase 2
– NI cRIO-9033 Controller With 1.33 GHz Dual-Core CPU, 160T FPGA
with NI Linux RT
– Up to: 18 AI (pressure, flow rate); 32 DI (PLC signals); 2 counters
– Test bench; prototype; zero series machine
– Software (LabVIEW Real Time and FPGA)
21.05.2015
Gobor-ILT 5-15002 17
Institute for Agricultural Engineering
and Animal Husbandry
Software aproach 1: LabVIEW with embedded
Scilab code
21.05.2015
Gobor-ILT 5-15002 18
Core 1
Core 2
Producer - Consumer
Data streaming NIUSB -> PC
Data logging
State machine
Enqueue
Dequeue
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 10
Institute for Agricultural Engineering
and Animal Husbandry
Software approach 2: Multicore
21.05.2015
Gobor-ILT 5-15002 19
Core 1
Core 2
Producer - Consumer
Data acqisition
Data logging
Core 3
Core 4
Online analyse
Data streaming
Institute for Agricultural Engineering
and Animal Husbandry
Software HMI (concept)
21.05.2015
Gobor-ILT 5-15002 20
System diagnosticsProcess simulation
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 11
Institute for Agricultural Engineering
and Animal Husbandry
Considerations 1: LabVIEW to Scilab Gateway
21.05.2015
Gobor-ILT 5-15002 21
Source: http://sine.ni.com/nips/cds/view/p/lang/de/nid/210055 (20.05.2015)
Institute for Agricultural Engineering
and Animal Husbandry
Considerations 2: LabVIEW MathScript RT Module
21.05.2015
Gobor-ILT 5-15002 22
Source: http://www.ni.com/labview/mathscript/ (20.05.2015)
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 12
Institute for Agricultural Engineering
and Animal Husbandry
Software HMI (concept)
21.05.2015
Gobor-ILT 5-15002 23
Institute for Agricultural Engineering
and Animal Husbandry
Hardware: NI cRIO-9033
21.05.2015
Gobor-ILT 5-15002 24
Source: http://sine.ni.com/nips/cds/view/p/lang/en/nid/212720 (20.05.2015)
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 13
Institute for Agricultural Engineering
and Animal Husbandry
Software (LabVIEW FPGA+RT)
21.05.2015
Gobor-ILT 5-15002 25
Institute for Agricultural Engineering
and Animal Husbandry
Test bench (simulator) in order to allow
development of the software without
necessity to test it directly on the machine:
– FPGA RT Controller: NI cRIO-9033
– Simulator of the manual HMI
– Universal simulator of the main
actuators and sensors
Development of a test bench
21.05.2015
Gobor-ILT 5-15002 26
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 14
Institute for Agricultural Engineering
and Animal Husbandry
Development of a test bench
21.05.2015
Gobor-ILT 5-15002 27
Testing:
Testing of the
manual control (simulator
of the manual HMI)
Testing of the
actuators and sensors
considering vertical
positioning
1
5 6
4
2
3
Institute for Agricultural Engineering
and Animal Husbandry
Conclusions
● Using contemporary design and analysis tools (acquisition of
relevant parameters combined with automated analysis, digital
prototyping and capturing of high-speed videos) allowed faster
and more reliable development
● The analysis of the oil pressure, flow and PLC signals
provided new insights in the dynamics of the system and a
new prototype with external hydraulic power unit was
developed
● Logging and analysis of the PLC and sensor signals
provided information (start and end of single operation, required
time for execution of single operation, duration of every wire attaching
cycle, time required for headland turn and failure correction) for
further improvement of the system
● Development of the test bench will allow more easier and
faster development of the software for diagnostic
inspection
21.05.2015
Gobor-ILT 5-15002 28
Presented on SCILABTEC2015 Paris (France) 02.06.2015
(c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for
Agriculture Freising (Germany) 15
Institute for Agricultural Engineering
and Animal Husbandry
Improvement possibilities
● The developed data acquisition system can and will be
used for performance analysis and diagnostic
inspection in case of outage
● Communication between the cDAQ an PLC using OPC need
to be tested (jitter)
● Possibility to integrate additional signals from the tractor
using e.g. CAN bus need to be discussed
Comprehensive testing and improvement of the
system will be continued
21.05.2015
Gobor-ILT 5-15002 29
Institute for Agricultural Engineering
and Animal Husbandry
THANK YOU FOR YOUR ATTENTION
Gobor-ILT 5-15002 30
21.05.2015
http://www.lfl.bayern.de/ilt/mechatronik/index.php

More Related Content

Viewers also liked

ScilabTEC 2015 - Noesis Solutions
ScilabTEC 2015 - Noesis SolutionsScilabTEC 2015 - Noesis Solutions
ScilabTEC 2015 - Noesis SolutionsScilab
 
ScilabTEC 2015 - Sanofi
ScilabTEC 2015 - SanofiScilabTEC 2015 - Sanofi
ScilabTEC 2015 - SanofiScilab
 
ScilabTEC 2015 - University of Luxembourg
ScilabTEC 2015 - University of LuxembourgScilabTEC 2015 - University of Luxembourg
ScilabTEC 2015 - University of LuxembourgScilab
 
ScilabTEC 2015 - Irill
ScilabTEC 2015 - IrillScilabTEC 2015 - Irill
ScilabTEC 2015 - IrillScilab
 
ScilabTEC 2015 - Evidence
ScilabTEC 2015 - EvidenceScilabTEC 2015 - Evidence
ScilabTEC 2015 - EvidenceScilab
 
ScilabTEC 2015 - Inmetro
ScilabTEC 2015 - InmetroScilabTEC 2015 - Inmetro
ScilabTEC 2015 - InmetroScilab
 
ScilabTEC 2015 - TUM
ScilabTEC 2015 - TUMScilabTEC 2015 - TUM
ScilabTEC 2015 - TUMScilab
 
Scilab Technical Talk at NTU, TP and HCMUT (Dr Claude Gomez)
Scilab Technical Talk at NTU, TP and HCMUT (Dr Claude Gomez)Scilab Technical Talk at NTU, TP and HCMUT (Dr Claude Gomez)
Scilab Technical Talk at NTU, TP and HCMUT (Dr Claude Gomez)TBSS Group
 
Scilab Presentation for Tech Talk Tuesday 21 July 2015
Scilab Presentation for Tech Talk Tuesday 21 July 2015Scilab Presentation for Tech Talk Tuesday 21 July 2015
Scilab Presentation for Tech Talk Tuesday 21 July 2015TBSS Group
 
Optimization
OptimizationOptimization
OptimizationManas Das
 
Programming in Ansi C
Programming in Ansi CProgramming in Ansi C
Programming in Ansi CPriya Chauhan
 
Scilab Modelica conference 20150921
Scilab Modelica conference 20150921Scilab Modelica conference 20150921
Scilab Modelica conference 20150921Scilab
 
COMPARATIVE STUDY OF MATLAB AND ITS OPEN SOURCE ALTERNATIVE SCILAB
COMPARATIVE STUDY OF MATLAB AND ITS OPEN SOURCE ALTERNATIVE SCILABCOMPARATIVE STUDY OF MATLAB AND ITS OPEN SOURCE ALTERNATIVE SCILAB
COMPARATIVE STUDY OF MATLAB AND ITS OPEN SOURCE ALTERNATIVE SCILABWildan Maulana
 
Scilab is not naive
Scilab is not naiveScilab is not naive
Scilab is not naiveScilab
 
Xcos for beginners
Xcos for beginnersXcos for beginners
Xcos for beginnersScilab
 
Introduction to Discrete Probabilities with Scilab - Michaël Baudin, Consort...
Introduction to Discrete Probabilities with Scilab - Michaël Baudin, Consort...Introduction to Discrete Probabilities with Scilab - Michaël Baudin, Consort...
Introduction to Discrete Probabilities with Scilab - Michaël Baudin, Consort...Scilab
 
Sci scada toolbox
Sci scada toolboxSci scada toolbox
Sci scada toolboxAwesomejk
 
Hydraulic Scilab toolbox for water distribution systems
Hydraulic Scilab toolbox for water distribution systemsHydraulic Scilab toolbox for water distribution systems
Hydraulic Scilab toolbox for water distribution systemsScilab
 

Viewers also liked (20)

ScilabTEC 2015 - Noesis Solutions
ScilabTEC 2015 - Noesis SolutionsScilabTEC 2015 - Noesis Solutions
ScilabTEC 2015 - Noesis Solutions
 
ScilabTEC 2015 - Sanofi
ScilabTEC 2015 - SanofiScilabTEC 2015 - Sanofi
ScilabTEC 2015 - Sanofi
 
ScilabTEC 2015 - University of Luxembourg
ScilabTEC 2015 - University of LuxembourgScilabTEC 2015 - University of Luxembourg
ScilabTEC 2015 - University of Luxembourg
 
ScilabTEC 2015 - Irill
ScilabTEC 2015 - IrillScilabTEC 2015 - Irill
ScilabTEC 2015 - Irill
 
ScilabTEC 2015 - Evidence
ScilabTEC 2015 - EvidenceScilabTEC 2015 - Evidence
ScilabTEC 2015 - Evidence
 
ScilabTEC 2015 - Inmetro
ScilabTEC 2015 - InmetroScilabTEC 2015 - Inmetro
ScilabTEC 2015 - Inmetro
 
ScilabTEC 2015 - TUM
ScilabTEC 2015 - TUMScilabTEC 2015 - TUM
ScilabTEC 2015 - TUM
 
Scilab Technical Talk at NTU, TP and HCMUT (Dr Claude Gomez)
Scilab Technical Talk at NTU, TP and HCMUT (Dr Claude Gomez)Scilab Technical Talk at NTU, TP and HCMUT (Dr Claude Gomez)
Scilab Technical Talk at NTU, TP and HCMUT (Dr Claude Gomez)
 
Scilab Presentation for Tech Talk Tuesday 21 July 2015
Scilab Presentation for Tech Talk Tuesday 21 July 2015Scilab Presentation for Tech Talk Tuesday 21 July 2015
Scilab Presentation for Tech Talk Tuesday 21 July 2015
 
Optimization
OptimizationOptimization
Optimization
 
Programming in Ansi C
Programming in Ansi CProgramming in Ansi C
Programming in Ansi C
 
Scilab Modelica conference 20150921
Scilab Modelica conference 20150921Scilab Modelica conference 20150921
Scilab Modelica conference 20150921
 
COMPARATIVE STUDY OF MATLAB AND ITS OPEN SOURCE ALTERNATIVE SCILAB
COMPARATIVE STUDY OF MATLAB AND ITS OPEN SOURCE ALTERNATIVE SCILABCOMPARATIVE STUDY OF MATLAB AND ITS OPEN SOURCE ALTERNATIVE SCILAB
COMPARATIVE STUDY OF MATLAB AND ITS OPEN SOURCE ALTERNATIVE SCILAB
 
Scilab vs matlab
Scilab vs matlabScilab vs matlab
Scilab vs matlab
 
Scilab is not naive
Scilab is not naiveScilab is not naive
Scilab is not naive
 
Xcos for beginners
Xcos for beginnersXcos for beginners
Xcos for beginners
 
Introdução ao SciLab
Introdução ao SciLabIntrodução ao SciLab
Introdução ao SciLab
 
Introduction to Discrete Probabilities with Scilab - Michaël Baudin, Consort...
Introduction to Discrete Probabilities with Scilab - Michaël Baudin, Consort...Introduction to Discrete Probabilities with Scilab - Michaël Baudin, Consort...
Introduction to Discrete Probabilities with Scilab - Michaël Baudin, Consort...
 
Sci scada toolbox
Sci scada toolboxSci scada toolbox
Sci scada toolbox
 
Hydraulic Scilab toolbox for water distribution systems
Hydraulic Scilab toolbox for water distribution systemsHydraulic Scilab toolbox for water distribution systems
Hydraulic Scilab toolbox for water distribution systems
 

Similar to ScilabTEC 2015 - Bavarian Center for Agriculture

Cenpes ff rom demo overview renato ogeda - petrobras
Cenpes ff rom demo overview   renato ogeda - petrobrasCenpes ff rom demo overview   renato ogeda - petrobras
Cenpes ff rom demo overview renato ogeda - petrobrasFieldComm Group
 
Mitsubishi industrial robot melfa f series catalog
Mitsubishi industrial robot melfa f series catalogMitsubishi industrial robot melfa f series catalog
Mitsubishi industrial robot melfa f series catalogDien Ha The
 
Mitsubishi industrial robot melfa f series catalog
Mitsubishi industrial robot melfa f series catalogMitsubishi industrial robot melfa f series catalog
Mitsubishi industrial robot melfa f series catalogDien Ha The
 
Oscillation Compensating Dynamic Adaptive Streaming over HTTP
Oscillation Compensating Dynamic Adaptive Streaming over HTTPOscillation Compensating Dynamic Adaptive Streaming over HTTP
Oscillation Compensating Dynamic Adaptive Streaming over HTTPAlpen-Adria-Universität
 
Robust sensor fault detection and isolation of an anerarobic bioreactor model...
Robust sensor fault detection and isolation of an anerarobic bioreactor model...Robust sensor fault detection and isolation of an anerarobic bioreactor model...
Robust sensor fault detection and isolation of an anerarobic bioreactor model...Francisco Ronay López Estrada
 
Improving substation reliability & availability
Improving substation reliability & availability Improving substation reliability & availability
Improving substation reliability & availability Vincent Wedelich, PE MBA
 
APRIL Launch Event - Kuka - Intersector Knowledge Transfer Opportunities
APRIL Launch Event - Kuka - Intersector Knowledge Transfer OpportunitiesAPRIL Launch Event - Kuka - Intersector Knowledge Transfer Opportunities
APRIL Launch Event - Kuka - Intersector Knowledge Transfer OpportunitiesJake Norman
 
Industrial control cases with MATLAB code in PLCs, using PROFINET's "oversamp...
Industrial control cases with MATLAB code in PLCs, using PROFINET's "oversamp...Industrial control cases with MATLAB code in PLCs, using PROFINET's "oversamp...
Industrial control cases with MATLAB code in PLCs, using PROFINET's "oversamp...PROFIBUS and PROFINET InternationaI - PI UK
 
Sequencing and Bioinformatics PGRP Summer 2015
Sequencing and Bioinformatics PGRP Summer 2015Sequencing and Bioinformatics PGRP Summer 2015
Sequencing and Bioinformatics PGRP Summer 2015Surya Saha
 
2nd Technical Meeting - WP7
2nd Technical Meeting - WP72nd Technical Meeting - WP7
2nd Technical Meeting - WP7SLOPE Project
 
Industry 4.0 & the next generation: Towards a smart factory
Industry 4.0 & the next generation: Towards a smart factoryIndustry 4.0 & the next generation: Towards a smart factory
Industry 4.0 & the next generation: Towards a smart factoryBluecrux
 
RuleML2015: Compact representation of conditional probability for rule-based...
RuleML2015:  Compact representation of conditional probability for rule-based...RuleML2015:  Compact representation of conditional probability for rule-based...
RuleML2015: Compact representation of conditional probability for rule-based...RuleML
 
Aircraft Finite Element Modelling for structure analysis using Altair Products
Aircraft Finite Element Modelling for structure analysis using Altair ProductsAircraft Finite Element Modelling for structure analysis using Altair Products
Aircraft Finite Element Modelling for structure analysis using Altair ProductsAltair
 
IRJET- Sensors implementation in AGV & IoT based data visualization over clie...
IRJET- Sensors implementation in AGV & IoT based data visualization over clie...IRJET- Sensors implementation in AGV & IoT based data visualization over clie...
IRJET- Sensors implementation in AGV & IoT based data visualization over clie...IRJET Journal
 
AutomAPPPS_recent_en_public
AutomAPPPS_recent_en_publicAutomAPPPS_recent_en_public
AutomAPPPS_recent_en_publicJimmy Chang
 
Dragon Sourcing case study Supporting New Factory launch
Dragon Sourcing case study Supporting New Factory launchDragon Sourcing case study Supporting New Factory launch
Dragon Sourcing case study Supporting New Factory launchDragon Sourcing
 

Similar to ScilabTEC 2015 - Bavarian Center for Agriculture (20)

Cenpes ff rom demo overview renato ogeda - petrobras
Cenpes ff rom demo overview   renato ogeda - petrobrasCenpes ff rom demo overview   renato ogeda - petrobras
Cenpes ff rom demo overview renato ogeda - petrobras
 
Mitsubishi industrial robot melfa f series catalog
Mitsubishi industrial robot melfa f series catalogMitsubishi industrial robot melfa f series catalog
Mitsubishi industrial robot melfa f series catalog
 
Mitsubishi industrial robot melfa f series catalog
Mitsubishi industrial robot melfa f series catalogMitsubishi industrial robot melfa f series catalog
Mitsubishi industrial robot melfa f series catalog
 
Oscillation Compensating Dynamic Adaptive Streaming over HTTP
Oscillation Compensating Dynamic Adaptive Streaming over HTTPOscillation Compensating Dynamic Adaptive Streaming over HTTP
Oscillation Compensating Dynamic Adaptive Streaming over HTTP
 
Robust sensor fault detection and isolation of an anerarobic bioreactor model...
Robust sensor fault detection and isolation of an anerarobic bioreactor model...Robust sensor fault detection and isolation of an anerarobic bioreactor model...
Robust sensor fault detection and isolation of an anerarobic bioreactor model...
 
Improving substation reliability & availability
Improving substation reliability & availability Improving substation reliability & availability
Improving substation reliability & availability
 
APRIL Launch Event - Kuka - Intersector Knowledge Transfer Opportunities
APRIL Launch Event - Kuka - Intersector Knowledge Transfer OpportunitiesAPRIL Launch Event - Kuka - Intersector Knowledge Transfer Opportunities
APRIL Launch Event - Kuka - Intersector Knowledge Transfer Opportunities
 
Industrial control cases with MATLAB code in PLCs, using PROFINET's "oversamp...
Industrial control cases with MATLAB code in PLCs, using PROFINET's "oversamp...Industrial control cases with MATLAB code in PLCs, using PROFINET's "oversamp...
Industrial control cases with MATLAB code in PLCs, using PROFINET's "oversamp...
 
Sequencing and Bioinformatics PGRP Summer 2015
Sequencing and Bioinformatics PGRP Summer 2015Sequencing and Bioinformatics PGRP Summer 2015
Sequencing and Bioinformatics PGRP Summer 2015
 
2nd Technical Meeting - WP7
2nd Technical Meeting - WP72nd Technical Meeting - WP7
2nd Technical Meeting - WP7
 
9.peb arab
9.peb arab9.peb arab
9.peb arab
 
Gal20 v8datasheet
Gal20 v8datasheetGal20 v8datasheet
Gal20 v8datasheet
 
Industry 4.0 & the next generation: Towards a smart factory
Industry 4.0 & the next generation: Towards a smart factoryIndustry 4.0 & the next generation: Towards a smart factory
Industry 4.0 & the next generation: Towards a smart factory
 
W07 Profinet diagnostics workshop - Marco Freihoefer, Indu-Sol and Peter Th...
W07   Profinet diagnostics workshop - Marco Freihoefer, Indu-Sol and Peter Th...W07   Profinet diagnostics workshop - Marco Freihoefer, Indu-Sol and Peter Th...
W07 Profinet diagnostics workshop - Marco Freihoefer, Indu-Sol and Peter Th...
 
RuleML2015: Compact representation of conditional probability for rule-based...
RuleML2015:  Compact representation of conditional probability for rule-based...RuleML2015:  Compact representation of conditional probability for rule-based...
RuleML2015: Compact representation of conditional probability for rule-based...
 
Aircraft Finite Element Modelling for structure analysis using Altair Products
Aircraft Finite Element Modelling for structure analysis using Altair ProductsAircraft Finite Element Modelling for structure analysis using Altair Products
Aircraft Finite Element Modelling for structure analysis using Altair Products
 
IRJET- Sensors implementation in AGV & IoT based data visualization over clie...
IRJET- Sensors implementation in AGV & IoT based data visualization over clie...IRJET- Sensors implementation in AGV & IoT based data visualization over clie...
IRJET- Sensors implementation in AGV & IoT based data visualization over clie...
 
AutomAPPPS_recent_en_public
AutomAPPPS_recent_en_publicAutomAPPPS_recent_en_public
AutomAPPPS_recent_en_public
 
C03 – Profinet for machine builders & oems - Xaver Schmidt, PI
C03 – Profinet for machine builders & oems -  Xaver Schmidt, PIC03 – Profinet for machine builders & oems -  Xaver Schmidt, PI
C03 – Profinet for machine builders & oems - Xaver Schmidt, PI
 
Dragon Sourcing case study Supporting New Factory launch
Dragon Sourcing case study Supporting New Factory launchDragon Sourcing case study Supporting New Factory launch
Dragon Sourcing case study Supporting New Factory launch
 

More from Scilab

Statistical Analysis for Robust Design
Statistical Analysis for Robust DesignStatistical Analysis for Robust Design
Statistical Analysis for Robust DesignScilab
 
Electric motor optimization
Electric motor optimizationElectric motor optimization
Electric motor optimizationScilab
 
Asteroidlanding - Scilab conference 2019 Keynote
Asteroidlanding - Scilab conference 2019 KeynoteAsteroidlanding - Scilab conference 2019 Keynote
Asteroidlanding - Scilab conference 2019 KeynoteScilab
 
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...Scilab
 
Scilab and Xcos for Very Low Earth Orbits satellites modelling
Scilab and Xcos for Very Low Earth Orbits satellites modellingScilab and Xcos for Very Low Earth Orbits satellites modelling
Scilab and Xcos for Very Low Earth Orbits satellites modellingScilab
 
X2C -a tool for model-based control development and automated code generation...
X2C -a tool for model-based control development and automated code generation...X2C -a tool for model-based control development and automated code generation...
X2C -a tool for model-based control development and automated code generation...Scilab
 
A Real-Time Interface for Xcos – an illustrative demonstration using a batter...
A Real-Time Interface for Xcos – an illustrative demonstration using a batter...A Real-Time Interface for Xcos – an illustrative demonstration using a batter...
A Real-Time Interface for Xcos – an illustrative demonstration using a batter...Scilab
 
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCosAircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCosScilab
 
Scilab for real dummies j.heikell - part3
Scilab for real dummies j.heikell - part3Scilab for real dummies j.heikell - part3
Scilab for real dummies j.heikell - part3Scilab
 
Scilab for real dummies j.heikell - part 2
Scilab for real dummies j.heikell - part 2Scilab for real dummies j.heikell - part 2
Scilab for real dummies j.heikell - part 2Scilab
 
Scilab for real dummies j.heikell - part 1
Scilab for real dummies j.heikell - part 1Scilab for real dummies j.heikell - part 1
Scilab for real dummies j.heikell - part 1Scilab
 
Multiobjective optimization and Genetic algorithms in Scilab
Multiobjective optimization and Genetic algorithms in ScilabMultiobjective optimization and Genetic algorithms in Scilab
Multiobjective optimization and Genetic algorithms in ScilabScilab
 
Scilab optimization workshop
Scilab optimization workshop Scilab optimization workshop
Scilab optimization workshop Scilab
 
INRA @ Scilab Conference 2018
INRA @ Scilab Conference 2018INRA @ Scilab Conference 2018
INRA @ Scilab Conference 2018Scilab
 
Qualcomm @ Scilab Conference 2018
Qualcomm @ Scilab Conference 2018Qualcomm @ Scilab Conference 2018
Qualcomm @ Scilab Conference 2018Scilab
 
Sanofi @ Scilab Conference 2018
Sanofi @ Scilab Conference 2018Sanofi @ Scilab Conference 2018
Sanofi @ Scilab Conference 2018Scilab
 
University of Applied Science Esslingen @ Scilab Conference 2018
University of Applied Science Esslingen @ Scilab Conference 2018University of Applied Science Esslingen @ Scilab Conference 2018
University of Applied Science Esslingen @ Scilab Conference 2018Scilab
 
DLR @ Scilab Conference 2018
DLR @ Scilab Conference 2018DLR @ Scilab Conference 2018
DLR @ Scilab Conference 2018Scilab
 
Fraunhofer IIS @ Scilab Conference 2018
Fraunhofer IIS @ Scilab Conference 2018Fraunhofer IIS @ Scilab Conference 2018
Fraunhofer IIS @ Scilab Conference 2018Scilab
 
Arcelormittal @ Scilab Conference 2018
Arcelormittal @ Scilab Conference 2018Arcelormittal @ Scilab Conference 2018
Arcelormittal @ Scilab Conference 2018Scilab
 

More from Scilab (20)

Statistical Analysis for Robust Design
Statistical Analysis for Robust DesignStatistical Analysis for Robust Design
Statistical Analysis for Robust Design
 
Electric motor optimization
Electric motor optimizationElectric motor optimization
Electric motor optimization
 
Asteroidlanding - Scilab conference 2019 Keynote
Asteroidlanding - Scilab conference 2019 KeynoteAsteroidlanding - Scilab conference 2019 Keynote
Asteroidlanding - Scilab conference 2019 Keynote
 
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
Faster Time to Market using Scilab/XCOS/X2C for motor control algorithm devel...
 
Scilab and Xcos for Very Low Earth Orbits satellites modelling
Scilab and Xcos for Very Low Earth Orbits satellites modellingScilab and Xcos for Very Low Earth Orbits satellites modelling
Scilab and Xcos for Very Low Earth Orbits satellites modelling
 
X2C -a tool for model-based control development and automated code generation...
X2C -a tool for model-based control development and automated code generation...X2C -a tool for model-based control development and automated code generation...
X2C -a tool for model-based control development and automated code generation...
 
A Real-Time Interface for Xcos – an illustrative demonstration using a batter...
A Real-Time Interface for Xcos – an illustrative demonstration using a batter...A Real-Time Interface for Xcos – an illustrative demonstration using a batter...
A Real-Time Interface for Xcos – an illustrative demonstration using a batter...
 
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCosAircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
Aircraft Simulation Model and Flight Control Laws Design Using Scilab and XCos
 
Scilab for real dummies j.heikell - part3
Scilab for real dummies j.heikell - part3Scilab for real dummies j.heikell - part3
Scilab for real dummies j.heikell - part3
 
Scilab for real dummies j.heikell - part 2
Scilab for real dummies j.heikell - part 2Scilab for real dummies j.heikell - part 2
Scilab for real dummies j.heikell - part 2
 
Scilab for real dummies j.heikell - part 1
Scilab for real dummies j.heikell - part 1Scilab for real dummies j.heikell - part 1
Scilab for real dummies j.heikell - part 1
 
Multiobjective optimization and Genetic algorithms in Scilab
Multiobjective optimization and Genetic algorithms in ScilabMultiobjective optimization and Genetic algorithms in Scilab
Multiobjective optimization and Genetic algorithms in Scilab
 
Scilab optimization workshop
Scilab optimization workshop Scilab optimization workshop
Scilab optimization workshop
 
INRA @ Scilab Conference 2018
INRA @ Scilab Conference 2018INRA @ Scilab Conference 2018
INRA @ Scilab Conference 2018
 
Qualcomm @ Scilab Conference 2018
Qualcomm @ Scilab Conference 2018Qualcomm @ Scilab Conference 2018
Qualcomm @ Scilab Conference 2018
 
Sanofi @ Scilab Conference 2018
Sanofi @ Scilab Conference 2018Sanofi @ Scilab Conference 2018
Sanofi @ Scilab Conference 2018
 
University of Applied Science Esslingen @ Scilab Conference 2018
University of Applied Science Esslingen @ Scilab Conference 2018University of Applied Science Esslingen @ Scilab Conference 2018
University of Applied Science Esslingen @ Scilab Conference 2018
 
DLR @ Scilab Conference 2018
DLR @ Scilab Conference 2018DLR @ Scilab Conference 2018
DLR @ Scilab Conference 2018
 
Fraunhofer IIS @ Scilab Conference 2018
Fraunhofer IIS @ Scilab Conference 2018Fraunhofer IIS @ Scilab Conference 2018
Fraunhofer IIS @ Scilab Conference 2018
 
Arcelormittal @ Scilab Conference 2018
Arcelormittal @ Scilab Conference 2018Arcelormittal @ Scilab Conference 2018
Arcelormittal @ Scilab Conference 2018
 

Recently uploaded

Introduction to Prompt Engineering (Focusing on ChatGPT)
Introduction to Prompt Engineering (Focusing on ChatGPT)Introduction to Prompt Engineering (Focusing on ChatGPT)
Introduction to Prompt Engineering (Focusing on ChatGPT)Chameera Dedduwage
 
SaaStr Workshop Wednesday w/ Lucas Price, Yardstick
SaaStr Workshop Wednesday w/ Lucas Price, YardstickSaaStr Workshop Wednesday w/ Lucas Price, Yardstick
SaaStr Workshop Wednesday w/ Lucas Price, Yardsticksaastr
 
Report Writing Webinar Training
Report Writing Webinar TrainingReport Writing Webinar Training
Report Writing Webinar TrainingKylaCullinane
 
The workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdf
The workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdfThe workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdf
The workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdfSenaatti-kiinteistöt
 
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...Kayode Fayemi
 
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...Hasting Chen
 
If this Giant Must Walk: A Manifesto for a New Nigeria
If this Giant Must Walk: A Manifesto for a New NigeriaIf this Giant Must Walk: A Manifesto for a New Nigeria
If this Giant Must Walk: A Manifesto for a New NigeriaKayode Fayemi
 
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Delhi Call girls
 
ANCHORING SCRIPT FOR A CULTURAL EVENT.docx
ANCHORING SCRIPT FOR A CULTURAL EVENT.docxANCHORING SCRIPT FOR A CULTURAL EVENT.docx
ANCHORING SCRIPT FOR A CULTURAL EVENT.docxNikitaBankoti2
 
Microsoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AIMicrosoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AITatiana Gurgel
 
Presentation on Engagement in Book Clubs
Presentation on Engagement in Book ClubsPresentation on Engagement in Book Clubs
Presentation on Engagement in Book Clubssamaasim06
 
Mathematics of Finance Presentation.pptx
Mathematics of Finance Presentation.pptxMathematics of Finance Presentation.pptx
Mathematics of Finance Presentation.pptxMoumonDas2
 
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024eCommerce Institute
 
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptxChiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptxraffaeleoman
 
BDSM⚡Call Girls in Sector 93 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 93 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 93 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 93 Noida Escorts >༒8448380779 Escort ServiceDelhi Call girls
 
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort ServiceDelhi Call girls
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesPooja Nehwal
 
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...Sheetaleventcompany
 
Air breathing and respiratory adaptations in diver animals
Air breathing and respiratory adaptations in diver animalsAir breathing and respiratory adaptations in diver animals
Air breathing and respiratory adaptations in diver animalsaqsarehman5055
 
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night EnjoyCall Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night EnjoyPooja Nehwal
 

Recently uploaded (20)

Introduction to Prompt Engineering (Focusing on ChatGPT)
Introduction to Prompt Engineering (Focusing on ChatGPT)Introduction to Prompt Engineering (Focusing on ChatGPT)
Introduction to Prompt Engineering (Focusing on ChatGPT)
 
SaaStr Workshop Wednesday w/ Lucas Price, Yardstick
SaaStr Workshop Wednesday w/ Lucas Price, YardstickSaaStr Workshop Wednesday w/ Lucas Price, Yardstick
SaaStr Workshop Wednesday w/ Lucas Price, Yardstick
 
Report Writing Webinar Training
Report Writing Webinar TrainingReport Writing Webinar Training
Report Writing Webinar Training
 
The workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdf
The workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdfThe workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdf
The workplace ecosystem of the future 24.4.2024 Fabritius_share ii.pdf
 
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
Governance and Nation-Building in Nigeria: Some Reflections on Options for Po...
 
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
Re-membering the Bard: Revisiting The Compleat Wrks of Wllm Shkspr (Abridged)...
 
If this Giant Must Walk: A Manifesto for a New Nigeria
If this Giant Must Walk: A Manifesto for a New NigeriaIf this Giant Must Walk: A Manifesto for a New Nigeria
If this Giant Must Walk: A Manifesto for a New Nigeria
 
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
Night 7k Call Girls Noida Sector 128 Call Me: 8448380779
 
ANCHORING SCRIPT FOR A CULTURAL EVENT.docx
ANCHORING SCRIPT FOR A CULTURAL EVENT.docxANCHORING SCRIPT FOR A CULTURAL EVENT.docx
ANCHORING SCRIPT FOR A CULTURAL EVENT.docx
 
Microsoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AIMicrosoft Copilot AI for Everyone - created by AI
Microsoft Copilot AI for Everyone - created by AI
 
Presentation on Engagement in Book Clubs
Presentation on Engagement in Book ClubsPresentation on Engagement in Book Clubs
Presentation on Engagement in Book Clubs
 
Mathematics of Finance Presentation.pptx
Mathematics of Finance Presentation.pptxMathematics of Finance Presentation.pptx
Mathematics of Finance Presentation.pptx
 
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
Andrés Ramírez Gossler, Facundo Schinnea - eCommerce Day Chile 2024
 
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptxChiulli_Aurora_Oman_Raffaele_Beowulf.pptx
Chiulli_Aurora_Oman_Raffaele_Beowulf.pptx
 
BDSM⚡Call Girls in Sector 93 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 93 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 93 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 93 Noida Escorts >༒8448380779 Escort Service
 
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort ServiceBDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
BDSM⚡Call Girls in Sector 97 Noida Escorts >༒8448380779 Escort Service
 
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara ServicesVVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
VVIP Call Girls Nalasopara : 9892124323, Call Girls in Nalasopara Services
 
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
No Advance 8868886958 Chandigarh Call Girls , Indian Call Girls For Full Nigh...
 
Air breathing and respiratory adaptations in diver animals
Air breathing and respiratory adaptations in diver animalsAir breathing and respiratory adaptations in diver animals
Air breathing and respiratory adaptations in diver animals
 
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night EnjoyCall Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
Call Girl Number in Khar Mumbai📲 9892124323 💞 Full Night Enjoy
 

ScilabTEC 2015 - Bavarian Center for Agriculture

  • 1. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 1 Bavarian State Research Center for Agriculture Dr.-Ing. Zoltan Gobor Institute for Agricultural Engineering and Animal Husbandry Development of a diagnostic tool for performance analysis during the testing of agricultural implements Data acquisition and automated data analysis illustrated by the example of the prototype for automated attachment of the supporting wires in hop gardens Institute for Agricultural Engineering and Animal Husbandry Hop production – state of the art ● Germany: aproximately 18 000 ha cultivated area under hop ● Predominantly 7 or 8 m high trellis systems ● Annual replacement of the supporting wires (1.2 – 1.4 mm thick iron wire) ● Manual fastening of the support wire: – 3 workers-platform 12 man-hours and 3 tractor-hours per ha – 2 workers-platform 15 man-hours and 5 tractor-hours per ha ● Problems during manual fastening: – Accident risk – Ergonomically very uncomfortable task – Dependent on the weather conditions 21.05.2015 Gobor-ILT 5-15002 2
  • 2. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 2 Institute for Agricultural Engineering and Animal Husbandry Automated attachment of the supporting wires ● The private limited company Soller (Geisenfeld, Germany) protected the idea by a patent in 2002 ● A joint project (2008-2010) funded by the German Federal Agency for Food and Agriculture (BLE) was realised – Main task – optimisation of the system and development of a new prototype based on the gained insights ● A joint project (2014-2016) funded by the German Federal Agency for Food and Agriculture (BLE) and Rentenbank within the DIP (Agricultural Innovation Partnership) programme – Main task –improvement of the existing prototype and the necessary diagnostic tools in order to produce the zero series device 21.05.2015 Gobor-ILT 5-15002 3 Institute for Agricultural Engineering and Animal Husbandry Design of the device – optimisation and development 21.05.2015 Gobor-ILT 5-15002 4 Subsystem for positioning Subsystem for wire attaching Intermediate storage of the wire External hydraulic power supply unit
  • 3. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 3 Institute for Agricultural Engineering and Animal Husbandry Design of the device – optimisation and development 21.05.2015 Gobor-ILT 5-15002 5 (1) Telescopic leader mast (2) Subsystem for wire attaching (3) Intermediate storage of the wire (4) Wire coil (5) External hydraulic power supply unit (6) Subsystem for positioning (7) Electrical cabinet with embedded programmable logic controller (PLC) Institute for Agricultural Engineering and Animal Husbandry Hydraulic parameters and PLC signals acquisition ● Phase 1 – Compact modular data logging system NI cDAQ-9172 – Pressure sensors MBS 3250 060 G1 869 (Danfoss) – Turbine flow sensor RE 4 (Hydrotechnik) – Software solution for data acquisition (LabVIEW) – 9 AI (pressure + flow rate) – up to 27 DI (PLC signals) – 2 counters ● Phase 2 – NI cRIO-9033 Controller With 1.33 GHz Dual-Core CPU, 160T FPGA with NI Linux RT – Up to: 18 AI (pressure, flow rate); 32 DI (PLC signals); 2 counters – Test bench; prototype; zero series machine – Software (LabVIEW Real Time and FPGA) 21.05.2015 Gobor-ILT 5-15002 6
  • 4. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 4 Institute for Agricultural Engineering and Animal Husbandry Software phase 1 (concept) 21.05.2015 Gobor-ILT 5-15002 7 Core 1 Core 2 Producer - Consumer Data streaming NIUSB -> PC Data logging State machine Enqueue DequeueFIFO States: •Initialise •Configure •Load configuration •Save configuration •Measure •Stop Institute for Agricultural Engineering and Animal Husbandry Software for data acquisition - Front panel (HMI) 21.05.2015 Gobor-ILT 5-15002 8
  • 5. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 5 Institute for Agricultural Engineering and Animal Husbandry Software - Front panel (measurement) 21.05.2015 Gobor-ILT 5-15002 9 Institute for Agricultural Engineering and Animal Husbandry TDMS file in Excel 21.05.2015 Gobor-ILT 5-15002 10 ● File format with similar footprint and precision as a binary file (combination of binary and XML data) ● Self descriptive structure with three-level hierarchy: file-specific information; meta-data; row-data ● Data streaming - segmented or writing at once into the TDMS file depending on the required speed and amount of data
  • 6. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 6 Institute for Agricultural Engineering and Animal Husbandry Semi-automated off–line data analysis (Scilab) 21.05.2015 Gobor-ILT 5-15002 11 ● Scilab function for direct reading of the TDMS files not available ● Intermediate steps: open in MS Excell, save as XLS and read with xlsread or xls_open in Scilab ● Developed function allows automated analysis considering defined parameters and graphical and statistical analysis by simply entering the TDMS (XLS) file name into the function Institute for Agricultural Engineering and Animal Husbandry https://www.youtube.com/watch?v=q5MNtrRoVmo Twisting WireattachingSubsystemup Wire attaching cycle simulation 21.05.2015 Gobor-ILT 5-15002 12 Wirefeedingslow (wirepreparation) Cutting Wirefeedingmidd WireattachingSubsystemdown Benderup Benderdown Wirefeedingfast
  • 7. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 7 Institute for Agricultural Engineering and Animal Husbandry Measurement results before optimisation– hydraulic parameters and PLC signals 21.05.2015 Gobor-ILT 5-15002 13 Institute for Agricultural Engineering and Animal Husbandry Optimisation - hydraulic power unit with 2 pumps 21.05.2015 Gobor-ILT 5-15002 14 Pump 1 − Vertical Positioning − Horizontal Positioning − Intermediate storage (recharging) Pump 2 − Cutter − Wire attaching − Positioning of the subsystem − Wire feeding − Twining − Cutting − Bending
  • 8. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 8 Institute for Agricultural Engineering and Animal Husbandry Results – duration of selected wire attaching sequences 21.05.2015 Gobor-ILT 5-15002 15 2009 2011 Area capacity 0.21 – 0.23 ha/h Average operating speed 1.45 – 1.65 km/h Institute for Agricultural Engineering and Animal Husbandry Measurement results after optimisation– hydraulic parameters and PLC signals 21.05.2015 Gobor-ILT 5-15002 16
  • 9. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 9 Institute for Agricultural Engineering and Animal Husbandry Hydraulic parameters and PLC signals acquisition ● Phase 1 – Compact modular data logging system NI cDAQ-9172 – Pressure sensors MBS 3250 060 G1 869 (Danfoss) – Turbine flow sensor RE 4 (Hydrotechnik) – Software solution for data acquisition (LabVIEW) – 9 AI (pressure + flow rate) – up to 27 DI (PLC signals) – 2 counters ● Phase 2 – NI cRIO-9033 Controller With 1.33 GHz Dual-Core CPU, 160T FPGA with NI Linux RT – Up to: 18 AI (pressure, flow rate); 32 DI (PLC signals); 2 counters – Test bench; prototype; zero series machine – Software (LabVIEW Real Time and FPGA) 21.05.2015 Gobor-ILT 5-15002 17 Institute for Agricultural Engineering and Animal Husbandry Software aproach 1: LabVIEW with embedded Scilab code 21.05.2015 Gobor-ILT 5-15002 18 Core 1 Core 2 Producer - Consumer Data streaming NIUSB -> PC Data logging State machine Enqueue Dequeue
  • 10. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 10 Institute for Agricultural Engineering and Animal Husbandry Software approach 2: Multicore 21.05.2015 Gobor-ILT 5-15002 19 Core 1 Core 2 Producer - Consumer Data acqisition Data logging Core 3 Core 4 Online analyse Data streaming Institute for Agricultural Engineering and Animal Husbandry Software HMI (concept) 21.05.2015 Gobor-ILT 5-15002 20 System diagnosticsProcess simulation
  • 11. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 11 Institute for Agricultural Engineering and Animal Husbandry Considerations 1: LabVIEW to Scilab Gateway 21.05.2015 Gobor-ILT 5-15002 21 Source: http://sine.ni.com/nips/cds/view/p/lang/de/nid/210055 (20.05.2015) Institute for Agricultural Engineering and Animal Husbandry Considerations 2: LabVIEW MathScript RT Module 21.05.2015 Gobor-ILT 5-15002 22 Source: http://www.ni.com/labview/mathscript/ (20.05.2015)
  • 12. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 12 Institute for Agricultural Engineering and Animal Husbandry Software HMI (concept) 21.05.2015 Gobor-ILT 5-15002 23 Institute for Agricultural Engineering and Animal Husbandry Hardware: NI cRIO-9033 21.05.2015 Gobor-ILT 5-15002 24 Source: http://sine.ni.com/nips/cds/view/p/lang/en/nid/212720 (20.05.2015)
  • 13. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 13 Institute for Agricultural Engineering and Animal Husbandry Software (LabVIEW FPGA+RT) 21.05.2015 Gobor-ILT 5-15002 25 Institute for Agricultural Engineering and Animal Husbandry Test bench (simulator) in order to allow development of the software without necessity to test it directly on the machine: – FPGA RT Controller: NI cRIO-9033 – Simulator of the manual HMI – Universal simulator of the main actuators and sensors Development of a test bench 21.05.2015 Gobor-ILT 5-15002 26
  • 14. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 14 Institute for Agricultural Engineering and Animal Husbandry Development of a test bench 21.05.2015 Gobor-ILT 5-15002 27 Testing: Testing of the manual control (simulator of the manual HMI) Testing of the actuators and sensors considering vertical positioning 1 5 6 4 2 3 Institute for Agricultural Engineering and Animal Husbandry Conclusions ● Using contemporary design and analysis tools (acquisition of relevant parameters combined with automated analysis, digital prototyping and capturing of high-speed videos) allowed faster and more reliable development ● The analysis of the oil pressure, flow and PLC signals provided new insights in the dynamics of the system and a new prototype with external hydraulic power unit was developed ● Logging and analysis of the PLC and sensor signals provided information (start and end of single operation, required time for execution of single operation, duration of every wire attaching cycle, time required for headland turn and failure correction) for further improvement of the system ● Development of the test bench will allow more easier and faster development of the software for diagnostic inspection 21.05.2015 Gobor-ILT 5-15002 28
  • 15. Presented on SCILABTEC2015 Paris (France) 02.06.2015 (c) Dr.-Ing. Zoltan Gobor; Bavarian State Research Center for Agriculture Freising (Germany) 15 Institute for Agricultural Engineering and Animal Husbandry Improvement possibilities ● The developed data acquisition system can and will be used for performance analysis and diagnostic inspection in case of outage ● Communication between the cDAQ an PLC using OPC need to be tested (jitter) ● Possibility to integrate additional signals from the tractor using e.g. CAN bus need to be discussed Comprehensive testing and improvement of the system will be continued 21.05.2015 Gobor-ILT 5-15002 29 Institute for Agricultural Engineering and Animal Husbandry THANK YOU FOR YOUR ATTENTION Gobor-ILT 5-15002 30 21.05.2015 http://www.lfl.bayern.de/ilt/mechatronik/index.php