Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Autoencoder-based Anomaly Root Cause Analysis for Wind Turbines
Roelofs, Cyriana; Lutz, Marc-Alexander; Faulstich, Stefan; Vogt, Stephan
Journal Article
2020Considering uncertainties of key performance indicators in wind turbine operation
Pfaffel, Sebastian; Faulstich, Stefan; Rohrig, Kurt
Journal Article
2020Evaluation of anomaly detection of an autoencoder based on maintenace information and SCADA-data
Lutz, M.-A.; Vogt, S.; Berkhout, V.; Faulstich, S.; Dienst, S.; Steinmetz, U.; Gück, C.; Ortega, A.
Journal Article
2019Anwendungspotenziale moderner Methoden in Betrieb und Service von Windenergieanlagen
Pfaffel, S.; Faulstich, S.; Dietrich, E.; Kaffel, A.
Conference Paper
2019Erkenntnisse aus digitalisierten Daten von über 3000 Windenergieanlagen im Betrieb
Hahn, B.; Faulstich, S.
Conference Paper
2019Monetary-based Availability: A novel Approach to Assess the Performance of Wind Turbines
Lutz, Marc-Alexander; Cernusko, Robert; Görg, Philip; Faulstich, Stefan; Pfaffel, Sebastian
Journal Article
2019Powering the 21st century by wind energy - Options, facts, figures
Rohrig, K.; Berkhout, V.; Callies, D.; Durstewitz, M.; Faulstich, S.; Hahn, B.; Jung, M.; Pauscher, L.; Seibel, A.; Shan, M.; Siefert, M.; Steffen, J.; Collmann, M.; Czichon, S.; Dörenkämper, M.; Gottschall, J.; Lange, B.; Ruhle, A.; Sayer, F.; Stoevesandt, B.; Wenske, J.
Journal Article
2019Predictive Maintenance - Making use of operational experience with wind turbines through digitized information
Hahn, Berthold; Faulstich, Stefan
Presentation
2019Recommended key performance indicators for operational management of wind turbines
Pfaffel, Sebastian; Faulstich, Stefan; Sheng, Shawn
Conference Paper
2019Windenergie Report Deutschland 2018
Berkhout, Volker; Bisevic, André; Claußner, Michael; Dörenkämper, Martin; Durstewitz, Michael; Faulstich, Stefan; Görg, Philip; Große, Laura; Hahn, Berthold; Huneke, Fabian; Kuhl, Detlef; Lutz, Marc-Alexander; Mayer, Jochen; Mergner, Julia; Noonan, Miriam; Pfaffel, Sebastian; Rehwald, Florian; Schmidt, Jonas; Spriestersbach, Susann; Stoevesandt, Bernhard; Vollmer, Lukas
: Mackensen, Reinhard
Report
2018Analysis and benchmark-oriented evaluation of energy yields with focus on the performance assessment of wind turbines
Görg, P.; Lutz, M.-A.; Faulstich, S.
Poster
2018Assessing factors impacting on reliability of wind turbines by use of survival analysis - a case study
Ozturk, S.; Fthenakis, V.; Faulstich, S.
Journal Article
2018Assessing the Factors Impacting on the Reliability of Wind Turbines via Survival Analysis: A Case Study
Ozturk, S.; Fthenakis, V.; Faulstich, S.
Journal Article
2018Erfassung von Zuverlässigkeitsdaten von Windenergieanlagen
Pfaffel, S.; Faulstich, S.; Hahn, B.
Journal Article
2018Failure modes, effects and criticality analysis for wind turbines considering climatic regions and comparing geared and direct drive wind turbines
Ozturk, S.; Fthenakis, V.; Faulstich, S.
Journal Article
2018Windenergie Report Deutschland 2017
Behem, Guillaume; Berkhout, Volker; Buchmann, Elisabeth; Callies, Doron; Cernusko, Robert; Dobschinski, Jan; Durstewitz, Michael; Faulstich, Stefan; Grashof, Katherina; Hahn, Berthold; Jäger, Florian; Keller, Sarina; Lutz, Marc-Alexander; Meyer, Julian; Ortega, Andres; Pfaffel, Sebastian; Pfennig, Maximilian; Puchta, Matthias; Rehwald, Florian; Rettenmeier, Andreas; Dalla Riva, Alberto; Röpnack, Andreas
: Rohrig, Kurt (Hrsg.)
Report
201717. Wind Farm Data Collection and Reliability Assessment for O&M Optimization
Hahn, B.; Faulstich, S.
Report
2017Applying operational and event data to understand the turbine's performance and reliability behaviour
Faulstich, S.
Presentation
2017Enhance decision support tools through an improved reliability model
Faulstich, S.; Berkhout, V.; Siebenlist, D.; Mayer, J.
Presentation
2017Performance and reliability of wind turbines: A review
Pfaffel, S.; Faulstich, S.; Rohrig, K.
Journal Article
2017Recommended practices for wind farm data collection and reliability assessment for O&M optimization
Hahn, B.; Welte, T.; Faulstich, S.; Bangalore, R.; Boussion, C.; Harrison, K.; Meguelanez-Martin, E.; O'Connor, F.; Pettersson, L.; Soraghan, C.; Stock-Williams, C.; Dalsgaard Sørensen, J.; Bussel, G. van; Vatn, J.
Journal Article
2017Standardized wind farm data collection and reliability assessment for O&M optimization
Berkhout, V.; Faulstich, S.; Hahn, B.
Presentation
2017Technologiebericht TF 1.6 Windenergie
Hahn, B.; Callies, D.; Faulstich, S.; Freier, J.; Siebenlist, D.
Report
2017Wind turbine reliability data collection and analysis in Europe
Faulstich, S.
Presentation
2017Windenergie Report Deutschland 2016
Durstewitz, M.; Berkhout, V.; Hirsch, J.; Pfaffel, S.; Rohrig, K.; Adam, F.; Bange, J.; Bergmann, D.; Cernusko, R.; Faulstich, S.; Gerhard, N.; Großmann, J.; Hahn, B.; Hartung, M.; Härtel, P.; Hofsäß, M.; Kuhl, M.; Kulla, S.; Rubel, K.; Seel, J.; Spriesterbach, S.; Waila, D.; Wiegand, C.; Wiggert, M.; Wiser, R.
: Rohrig, Kurt (Hrsg.)
Report
2016Ausfallwahrscheinlichkeit eines virtuellen Kraftwerks - mögliche kurz-und langfristige Optimierungsstrategien
Hirsch, J.; Faulstich, S.; Pfaffel, S.
Presentation
2016Data sharing and benchmarking
Faulstich, S.; Soraghan, C.
Presentation
2016Modelling the failure behaviour of wind turbines
Faulstich, S.; Berkhout, V.; Mayer, J.; Siebenlist, D.
Journal Article
2016Offshore~WMEP - Durchführungsphase I. Abschlussbericht
Pfaffel, S.; Faulstich, S.; Hahn, B.; Hirsch, J.; Berkhout, V.; Jung, H.
Report
2016WInD-Pool: A Joint Database for Reliability Analyses
Hahn, B.; Faulstich, S.; Pfaffel, S.
Presentation
2016Zuverlässigkeit von erneuerbaren Erzeugern in virtuellen Kraftwerken
Hirsch, J.; Faulstich, S.; Hahn, B.
Journal Article
2015Wind Energy Report Germany 2014
: Janssen, Katrin; Faulstich, Stefan; Hahn, Berthold; Hirsch, Johanna; Neuschäfer, Moritz; Pfaffel, Sebastian; Rohrig, Kurt; Sack, Andre; Schuldt, Lena; Stark, Elisabeth; Zieße, Mark
Report
2015Windenergie - Stand der Technik und Entwicklungspotenzial
Hoffmann, C.; Berkhout, V.; Callies, D.; Dobschinski, J.; Faulstich, S.; Hahn, B.; Pape, C.; Wunderlich, M.; Zimmermann, B.
Book Article
2015Windenergie Report Deutschland 2014
Berkhout Volker; Faulstich, Stefan; Hahn, Berthold; Hirsch, Johanna; Linke, Katrin; Neuschäfer, Moritz; Pfaffel, Sebastian; Rafik, Khalid; Rohrig, Kurt; Sack, Andre; Stark, Elisabeth; Schuldt, Lena; Zieße, Mark
Report
2015Zuverlässigkeit und Instandhaltung virtueller Kraftwerke
Hirsch, J.; Faulstich, S.
Report
2014Benefits of Industry Wide Data Pooling. Wind Energy - Information - Data Pool (WInD-Pool)
Faulstich, Stefan
Presentation
2014WInD-Pool: A Joint Database for Reliability Analyses
Hahn, Berthold; Faulstich, Stefan; Pfaffel, Sebastian
Presentation
2014Windenergie Report Deutschland 2013
Berkhout, Volker; Faulstich, Stefan; Görg, Philip; Hahn, Berthold; Linke, Katrin; Neuschäfer, Moritz; Pfaffel, Sebastian; Rafik, Khalid; Rohrig, Kurt; Rothkegel, Renate; Zieße, Mark
Report
2014Die zentrale Schadensdatenbank WInD-Pool (Windenergie-Informations-Daten-Pool) als Basis zur Optimierung von Zuverlässigkeit und Instandhaltung von Windenergieanlagen
Faulstich, Stefan
Presentation
2013Enhancing the performance of wind turbine's O&M by employing multi-agent-systems
Rafik, K.; Faulstich, S.; Pfaffel, S.; Kühn, P.
Conference Paper
2013Entwicklung der Performance von Windenergieanlagen
Faulstich, S.; Hahn, B.; Pfaffel, S.; Berkhout, V.
Journal Article
2013Filling in identified information gaps & optimising obtainable maintenance data. Standardised maintenance management as a basis for the Wind energy Information Datapool - WInD-Pool
Faulstich, Stefan; Lyding, Philipp; Pfaffel, Sebastian; Kühn, Paul
Presentation
2013Getting the most from operational data. To reduce O&M costs in the short and long-terms
Faulstich, Stefan
Presentation
2013A holistic approach for collection and utilization of O&M data
Faulstich, S.; Pfaffel, S.; Jung, H.; Pfeiffer, K.; Schmidt, S.; Jensen, J.; Rauch, J.
Conference Paper
2013IEA wind task 33 - Reliability data standardization of data collection for wind turbine reliability and operation & maintenance analyses
Kühn, P.; Lyding, P.; Faulstich, S.
Conference Paper
2013OffshoreWMEP monitoring offshore wind energy use
Pfaffel, S.; Kühn, P.; Faulstich, S.; Lyding, P.; Rafik, K.
Conference Paper
2013Study of weather and location effects on wind turbine failure rates
Tavner, P.J.; Greenwood, D.M.; Whittle, M.W.G.; Gindele, R.; Faulstich, S.; Hahn, B.
Journal Article
2013Wind energy report Germany 2012
Berkhout, Volker; Faulstich, Stefan; Görg, Philip; Kühn, Paul; Linke, K.; Lyding, Philipp; Pfaffel, Sebastian; Rafik, Khalid; Rohrig, Kurt; Rothkegel, Renate; Stark, Elisabeth; Witte, Jutta
Report
2013Wind Energy Report Germany 2013
: Berkhout, Volker; Faulstich, Stefan; Görg, Philip; Hahn, Berthold; Linke, Katrin; Neuschäfer, Moritz; Pfaffel, Sebastian; Rafik, Khalid; Rohrig, Kurt; Rothkegel, Renate; Zieße, Mark
Report
2013Windenergie Report Deutschland 2012
Berkhout, Volker; Faulstich, Stefan; Görg, Philip; Kühn, Paul; Linke, Katrin; Lyding, Philipp; Pfaffel, Sebastian; Rafik, Khalid; Rohrig, Kurt; Rothkegel, Renate; Stark, Elisabeth; Witte, Jutta
Report
2012Deployment of Multi-Agent-Systems for optimising O&M of wind turbine
Rafik, K.; Faulstich, S.; Pfaffel, S.; Kühn, P.
Presentation
2012Diversifizierung des Windenergiemarktes für Neuinstallationen
Lyding, P.; Faulstich, S.
Journal Article
2012Effects of wind speed on wind turbine availability
Faulstich, S.; Lyding, P.; Tavner, P.J.
Conference Paper
2012Enabling Multi-Agent-Systems for wind turbine maintenance optimization through a common database
Rafik, K.; Faulstich, S.; Pfaffel, S.; Kühn, P.
Presentation
2012Informationslücken schliessen und Instandhaltungsdaten optimieren
Faulstich, S.; Lyding, P.; Pfaffel, S.; Kühn, P.
Presentation
2012Mit Statistik aus Fehlern lernen
Faulstich, S.
Book Article
2012Monitoring offshore wind energy use in Europe - OffshoreWMEP
Faulstich, S.; Pfaffel, S.; Kühn, P.; Lyding, P.
Journal Article
2012Reliability-based maintenance. Using data mangement and analysis
Faulstich, S.; Lyding, P.; Kühn, P.; Pfaffel, S.
Presentation
2012Schadensstatistik von WEA und präventive Schadensvermeidung
Hahn, B.; Faulstich, S.; Höring, B.; Pfeiffer, K.
Presentation
2012Standardisierung und Normung im Bereich erneuerbarer Energien
Pfaffel, S.; Faulstich, S.; Rafik, K.; Lyding, P.; Kühn, P.
Presentation
2011A collaborative reliability database for maintenance optimisation
Faulstich, S.; Lyding, P.; Hahn, B.; Brune, D.
Conference Paper
2011Lebensdauer auf Abruf - effiziente Instandhaltungsstrategien für den Betrieb
Rafik, K.; Kühn, P.; Faulstich, S.; Lyding, P.
Presentation
2011Monitoring offshore wind energy use. Status Quo - how are the offshore wind farms faring?
Lyding, P.; Faulstich, S.
Presentation
2011Offshore Wind Energy Deployment. It’s the cost that counts
Faulstich, S.; Kühn, P.; Lyding, P.; Pfaffel, S.
Poster
2011Offshore-WMEP - Monitoring offshore wind energy use
Lyding, P.; Faulstich, S.; Kühn, P.
Book Article
2011Offshore~WMEP - monitoring offshore wind energy use
Faulstich, S.; Lyding, P.; Hahn, B.; Lopez, S.
Conference Paper
2011Optimising flow of maintenance information to boost turbine efficiency
Lyding, P.; Faulstich, S.; Rafik, K.
Presentation
2011Verfügbarkeit steigern, Kosten senken
Faulstich, S.; Lyding, P.
Journal Article
2011Wind turbine downtime and its importance for offshore deployment
Faulstich, S.; Hahn, B.; Tavner, P.J.
Journal Article
2011Windenergie Report Deutschland 2011
Pfaffel, S.; Berkhout, V.; Faulstich, S.; Kühn, P.; Linke, K.; Lyding, P.; Rothkegel, R.
Report
2011Zuverlässigkeitsorientierte Instandhaltung mittels Datenmanagement und -analyse
Faulstich, S.; Lyding, P.; Kühn, P.
Presentation
2010Ausfallverhalten von Windenergieanlagen und Konsequenzen für die Offshore-Windenergienutzung
Faulstich, S.
Presentation
2010A collaborative reliability database for maintenance optimisation
Faulstich, S.; Lyding, P.; Hahn, B.; Brune, V.D.
Poster
2010Electrical subassemblies of wind turbines - a substantial risk for the availability
Faulstich, S.; Lyding, P.; Hahn, B.
Presentation
2010Offshore~WMEP - monitoring offshore wind energy use
Faulstich, S.; Lyding, P.; Hahn, B.; Lopez, S.
Poster
2010Offshore~WMEP. Monitoring der Offshore-Windenergienutzung
Lyding, P.; Faulstich, S.
Presentation
2010Optimising maintenance data management. To boost turbine efficiency
Faulstich, S.; Lyding, P.; Rafik, K.
Presentation
2010Reliability & availability of wind turbine electrical & electronic components
Tavner, P.; Faulstich, S.; Hahn, B.; Bussel, G.J.W. van
Journal Article
2010Reliability of the electrical parts of wind energy systems - A statistical evaluation of practical experiences
Lyding, P.; Faulstich, S.; Hahn, B.; Tavner, P.
Conference Paper
2010Study of effects of weather & location on wind turbine failure rates
Tavner, P.J.; Gindele, R.; Faulstich, S.; Hahn, B.; Whittle, M.W.G.; Greenwood, D.M.
Conference Paper
2010Successful use of archived data to boost turbine efficiency. Identifying weak points to make sure we learn from our mistakes
Faulstich, S.
Presentation
2010Zuverlässigkeit und Instandhaltung von Windenergieanlagen
Faulstich, S.
Presentation
2009Gezielte Instandhaltung statt ungeplanter Ausfälle
Faulstich, S.; Hahn, B.; Lyding, P.; Rohrig, K.
Journal Article
2009IT-basierte zuverlässigkeitsorientierte Instandhaltung von Windenergieanlagen
Rafik, K.; Faulstich, S.; Hahn, B.; Jung, H.
Conference Paper
2009Offshore~WMEP - monitoring offshore wind energy use
Faulstich, S.; Lyding, P.; Hahn, B.; Callies, D.
Conference Paper
2009Offshore~WMEP: Monitoring der Offshore-Windenergienutzung in Deutschland
Hahn, B.; Faulstich, S.; Lyding, P.
Presentation
2009Reliability of offshore turbines - identifying risks by onshore experience
Faulstich, S.; Hahn, B.; Lyding, P.; Tavner, P.
Conference Paper
2009Schadensdatenbanken - Fehlerhäufigkeitsanalyse und Prognose von technischen Problemen
Faulstich, S.; Hahn, B.
Presentation
2009Suitable failure statistics as a key for improving availability
Faulstich, S.; Hahn, B.; Rafik, K.; Jung, H.
Poster
2009Suitable failure statistics as a key for improving availability
Faulstich, S.; Hahn, B.; Jung, H.; Rafik, K.
Conference Paper
2009Zuverlässigkeit von Windenergieanlagen an Binnenstandorten und unter Offshore-Bedingungen
Huhn, H.; Faulstich, S.; Hüßler, I.; Jakomeit, J.-U; Hahn, B.
Book Article
2008Appropriate failure statistics and reliability characteristics
Faulstich, S.; Hahn, B.; Jung, H.; Rafik, K.; Ringhandt, A.
Conference Paper
2008Appropriate failure statistics and reliability characteristics
Faulstich, S.; Hahn, B.; Jung, H.; Rafik, K.; Ringhandt, A.
Presentation