TY  - CHAP
A1  - Franzen, Julian
A1  - Stecken, Jannis
A1  - Pfaff, Raphael
A1  - Kuhlenkötter, Bernd
T1  - Using the Digital Shadow for a Prescriptive Optimization of Maintenance and Operation : The Locomotive in the Context of the Cyber-Physical System
T2  - Advances in Production, Logistics and Traffic
N2  - In competition with other modes of transport, rail freight transport is looking for solutions to become more attractive. Short-term success can be achieved through the data-driven optimization of operations and maintenance as well as the application of novel strategies such as prescriptive maintenance. After introducing the concept of prescriptive maintenance, this paper aims to prove that vehicle-focused applications of this approach indeed have the potential to increase attractiveness. However, even greater advantages can be activated if data from the horizontal network of the vehicle is available. Drawing on the state of the art in research and technology in the field of cyber-physical systems (CPS) as well as digital twins and shadows, our work serves to design a system of systems for the horizontal interconnection of a rail vehicle and to conceptualize a draft for a digital twin of a locomotive.
Y1  - 2019
SN  - 978-3-030-13535-5
U6  - http://dx.doi.org/10.1007/978-3-030-13535-5_19
SP  - 265
EP  - 276
PB  - Springer
CY  - Cham
ER  - 
TY  - CHAP
A1  - Pfaff, Raphael
A1  - Schmidt, B. D.
A1  - Enning, Manfred
T1  - Towards inclusion of the freight rail  system in the industrial internet of things - Wagon 4.0
T2  - Stephenson  Conference, London, March 2017
Y1  - 2017
N1  - IMechE Stephenson Conference <2017, London, United Kingdom>
SP  - 1
EP  - 10
ER  - 
TY  - CHAP
A1  - Shahidi, Parham
A1  - Pfaff, Raphael
A1  - Enning, Manfred
T1  - The connected wagon - a concept for the  integration of vehicle side sensors and actors with cyber physical  representation for condition based maintenance
T2  - First International Conference on Rail Transportation
Y1  - 2017
N1  - 2017 ICRT;
International Conference on Rail Transportation <1, 2017, Chengdu, China>
SP  - 1
EP  - 8
ER  - 
TY  - CHAP
A1  - Bücking, Henrik
A1  - Pfaff, Raphael
A1  - Dirksmeier, Roger
T1  - Sensor positioning and thermal model for condition monitoring of pressure gas reservoirs in vehicles
T2  - Proceedings of the Fourth European Conference of the Prognostics and Health Management Society, Utrecht, Netherlands, 2018
Y1  - 2018
ER  - 
TY  - CHAP
A1  - Pfaff, Raphael
A1  - Melcher, Karin
A1  - Franzen, Julian
T1  - Rare event simulation to optimise maintenance intervals of safety critical redundant subsystems
T2  - Proceedings of the European Conference of the PHM Society
Y1  - 2018
VL  - 4
IS  - 1
SP  - 1
EP  - 6
ER  - 
TY  - JOUR
A1  - Franzen, Julius
A1  - Pinders, Erik
A1  - Pfaff, Raphael
A1  - Enning, Manfred
T1  - RailCrowd’s virtual fleets: Make most of your asset data
JF  - Deine Bahn
N2  - For smaller railway operators or those with a diverse fleet, it can be difficult to collect sufficient data to improve maintenance programs. At the same time, new rules such as entity in charge of maintenance – ECM – regulations impose an additional workload by requiring a dedicated maintenance management system and specific reports. The RailCrowd platform sets out to facilitate compliance with ECM and similar regulations while at the same time pooling anonymised fleet data across operators to form virtual fleets, providing greater data insights.
Y1  - 2018
SN  - 0948-7263
IS  - 9
SP  - 11
EP  - 13
PB  - Bahn-Fachverlag
CY  - Berlin
ER  - 
TY  - CHAP
A1  - Pfaff, Raphael
A1  - Burnham, Keith J.
T1  - On abstraction and interpretability: a behavioural perspective
T2  - 19th International Conference on Systems Engineering 2008 : ICSENG '08 : 19 - 21 Aug. 2008, University of Nevada, Las Vegas, Nevada
Y1  - 2008
SN  - 978-0-7695-3331-5 ; 978-0-7695-2719-2
SP  - 89
EP  - 94
PB  - IEEE
CY  - Piscataway, NJ
ER  - 
TY  - JOUR
A1  - Pfaff, Raphael
A1  - Burnham, Keith J.
T1  - On abstraction and interpretability: a behavioural perspective
JF  - Systems Science
Y1  - 2009
SN  - 0137-1223
VL  - Vol. 35
IS  - Iss. 2
SP  - 19
EP  - 26
ER  - 
TY  - JOUR
A1  - Seiler, Friedrich
A1  - Pichler, Alexander
A1  - Pfaff, Raphael
A1  - Srulijes, Julio
T1  - Novel processing tools for automated doppler picture velocimetry (DPV) evaluation
JF  - Journal of visualization
Y1  - 2009
SN  - 1343-8875
VL  - Vol. 12
IS  - Iss. 4
SP  - 323
EP  - 337
ER  - 
TY  - CHAP
A1  - Pfaff, Raphael
A1  - Vinsonneau, B.
A1  - Burnham, K. J.
T1  - Multiple models for nonlinear systems
T2  - Proceedings / Eigteenth International Conference on Systems Engineering : ICSE 2006 : 5 - 7 September 2006 ; [held at Coventry University, UK]
Y1  - 2006
SN  - 1-84600-013-0
SP  - 347
EP  - 352
ER  -