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Stefan Faulstich , Sebastian Pfaffel , Fraunhofer IWES, Kassel Harald Jung, IZP, Dresden Klaus Pfeiffer, Enertrag , Dauerthal Sebastian Schmidt, Windstrom , Edemissen , Jens Jensen, Geo Gesellschaft für Energie und Oekologie mbH Jens Rauch, FGW, Berlin. - PowerPoint PPT Presentation
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SLIDE 122.04.23
A HOLISTIC APPROACH FOR COLLECTION AND UTILIZATION OF O&M DATA
Stefan Faulstich, Sebastian Pfaffel , Fraunhofer IWES, KasselHarald Jung, IZP, Dresden
Klaus Pfeiffer, Enertrag, DauerthalSebastian Schmidt, Windstrom, Edemissen,
Jens Jensen, Geo Gesellschaft für Energie und Oekologie mbHJens Rauch, FGW, Berlin
SLIDE 222.04.23
„An efficientuse of operating experience
can be enabled through apooling of information
which requires acommon language.“
SLIDE 322.04.23
Motivation Common datapool Industrial standards Industry survey Test and demonstration system Summary
Agenda
SLIDE 422.04.23
12
34
56
78
910
1
2
3
4
5
0,00,20,40,60,81,01,21,41,61,82,02,22,42,62,83,03,23,43,63,84,0
me
an
an
nu
al
fail
ure
fre
qu
en
cy
year of operation year of production
Motivation
Days of operationDays of operation
Optimization of
intervals
Optimization of strategies
LCC predictio
n
Constitute
priorities
SLIDE 522.04.23
Common datapool
Common datapool
Component designation
Component designation
States, Events, Activities....
States, Events, Activities....
Communication
& data transfe
r
Communication & data transfer
SLIDE 622.04.23
Industrial standards
Reference-Designation-System (RDS-PP)
State-Event-Cause-System – ZEUS
Globales-Service-Protokoll – GSP
Designation system for components
Unified description of the state, all events and failures
Unified protocol for communication
RDS-PP VGB-B 116 D2 – first
edition 2006 Revision takes place
(FTUG, Nordic Group and the VGB AKAD)
ZEUS Published by FGW (
www.wind-fgw.de) GSP
In development phase (FGW & DKE)
industry survey carried out
SLIDE 722.04.23
Industry survey
Data needed?
Data available?
Data digital?
not needed
needed
available
not available
digital
not digital
Data origin?
manufacturer
i.O.
Digitalization needed
Optimized flow of information
Irrelevant data
Not of interest
Proposed data
SLIDE 822.04.23
Test and demonstration system
Models the flow of information in maintenance of WT
Integrates various operation management software
Integrates various system for mobile data acquisition
Enables testing and demonstration of the whole approach
Visualizes maintenance processes
Wind Turbine simulator Service technician simulator
Coordinator (service company)
Technical/Control management Analysis
WT Events/Faults- generator
LaptopComputer
Hub
Softwares to:- simulate SCADA data- simulate event data- simulate historic data
Knowledge DB
Oracle-DB
Analysis-tools for data-minig like: - RAMS/LCC- InfoSphere
Other Softwares to:- make Maintenance Analysis- use Artificial Intelligence like MAS (Multi-Agent Systems), Reinforcement Learning
SAP-DB
DB2-DB
Hardwares:- 1 Laptop, 1 PDA, 1 Tablet PC- Barcode-Equipment- Sample WT Equipment for demonstration
Softwares:- Interfaces bet. Barcode-Equipment and mobile devices- Interfaces bet. mobile devices and PC
Softwares to:- transfer data to SC-PC- store data to DB- use several DBs- optimise maintenancestrategy using new models
Operational DB
Commercial/trading DB
Softwares to:- transfer data to TM-PC- store data to DB- use several DBs- optimise maintenance sheduling
SLIDE 922.04.23
Use of operating experience indispensable Large datapool needed for appropriate analyses Common datapool needs industrial standards for
component designation, description of activities etc. Purposeful systems therefore already exist Next step: increase amount of information gathered
while decreasing effort for data acquisition
Summary
SLIDE 1022.04.23
Thank you for your attention!
Dipl.-Ing M.Sc. Stefan FaulstichReliability & Maintenance strategiesR&D Division Energy Economy and Grid Operation
Fraunhofer Institute for Wind Energy and Energy System Technology IWES Königstor 59 │ 34119 KasselTelefon: +49 (0)561-7294 253E-Mail: [email protected]
Dipl.-Ing M.Sc. Stefan FaulstichReliability & Maintenance strategiesR&D Division Energy Economy and Grid Operation
Fraunhofer Institute for Wind Energy and Energy System Technology IWES Königstor 59 │ 34119 KasselTelefon: +49 (0)561-7294 253E-Mail: [email protected]
