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Design Under Uncertainty and Assessment of Performance Reliability of a Dual-Use Medium Truck with Hydraulic-Hybrid Powertrain and Fuel Cell Auxiliary Power Unit
Technical Paper
2005-01-1396
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
Medium trucks constitute a large market segment of the commercial transportation sector, and are also used widely for military tactical operations. Recent technological advances in hybrid powertrains and fuel cell auxiliary power units have enabled design alternatives that can improve fuel economy and reduce emissions dramatically. However, deterministic design optimization of these configurations may yield designs that are optimal with respect to performance but raise concerns regarding the reliability of achieving that performance over lifetime. In this article we identify and quantify uncertainties due to modeling approximations or incomplete information. We then model their propagation using Monte Carlo simulation and perform sensitivity analysis to isolate statistically significant uncertainties. Finally, we formulate and solve a series of reliability-based optimization problems and quantify tradeoffs between optimality and reliability. The most relevant design parameters of the diesel engine, fuel cell, driveline and vehicle are considered. The results demonstrate the necessity for addressing uncertainty to make valid assessments and design decisions.
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Authors
- Michael Kokkolaras - University of Michigan, Ann Arbor
- Zoran Filipi - University of Michigan, Ann Arbor
- Anna Stefanopoulou - University of Michigan, Ann Arbor
- Panos Papalambros - University of Michigan, Ann Arbor
- Dennis N. Assanis - University of Michigan, Ann Arbor
- Zissimos Mourelatos - Oakland University, Rochester
- Loucas Louca - University of Cyprus, Nicosia, Cyprus
- George Delagrammatikas - California Polytechnic State University, San Luis Obispo
Topic
Citation
Kokkolaras, M., Filipi, Z., Stefanopoulou, A., Papalambros, P. et al., "Design Under Uncertainty and Assessment of Performance Reliability of a Dual-Use Medium Truck with Hydraulic-Hybrid Powertrain and Fuel Cell Auxiliary Power Unit," SAE Technical Paper 2005-01-1396, 2005, https://doi.org/10.4271/2005-01-1396.Also In
SAE 2005 Transactions Journal of Passenger Cars: Mechanical Systems
Number: V114-6; Published: 2006-02-01
Number: V114-6; Published: 2006-02-01
References
- Wu B. Lin C.-C. Filipi Z. Peng H. Assanis, D. “Optimal Power Management for a Hydraulic Hybrid Delivery Truck” Journal of Vehicle System Dynamics 42 1-2 23 40 2004
- Filipi Z.S. Louca L.S. Daran B. Lin C.-C. Yildir U. Wu B. Kokkolaras M. Assanis D.N. Peng H. Papalambros P.Y. Stein, J.L. “Combined optimization of design and power Management of the hydraulic hybrid propulsion system for a 6×6 medium truck,” International Journal of Heavy Vehicle Systems 11 3-4 371 401 2004
- Dobbs H.H. Kallio E.T. Pechacek, J.M. “U.S. Army Strategy for Utilizing Fuel Cells as Auxiliary Power Units,” SAE paper 2001-01-2792
- Venturi M. Martin, A. “Liquid-fueled APU fuel cell system for truck application,” SAE paper 2001-01-2716
- Venturi M. Kallio E. Smith S. Baker J. Dhand, P. “Recent results on liquid-fuelled APU for truck application,” SAE paper 2003-01-0266
- Zizelman J. Botti J. Tachtler J. Strobl, W. “Solid oxide fuel cell auxiliary power unit - A paradigm shift in electric supply for transportation,” SAE paper 2000-01-C070
- Brodrick C.J. Farshchi M. Dwyer H.A. Gouse S.W. Martin J. Von Mayenburg, M. “Demonstration of a proton exchange membrane fuel cell as an auxiliary power source for heavy trucks,” SAE paper 2000-01-3488
- Filipi Z. Louca L. Stefanopoulou A. Pukrushpan J. Kittirungsi B. Peng, H. “Fuel cell APU for silent watch and mild electrification of a medium tactical truck,” SAE paper 2004-01-1477
- Louca L.S. Yildir, U.B. “Modeling and Reduction Techniques for Studies of Integrated Hybrid Vehicle Systems,” Proceedings of the 4th International Symposium on Mathematical Modeling Vienna, Austria 3-901608-24-9 Vienna, Austria 2003
- Assanis D.N. Filipi Z.S. Gravante S. Grohnke D. Gui X. Louca L.S. Rideout G.D. Stein J.L. Wang Y, Y. “Validation and Use of SIMULINK Integrated, High Fidelity, Engine-In-Vehicle Simulation of the International Class VI Truck,” SAE Paper 2000-01-0288
- Louca L.S. Stein J.L. Rideout, D.G. “Integrated Proper Vehicle Modeling and Simulation Using a Bond Graph Formulation,” Proceedings of the 2001 International Conference on Bond Graph Modeling 33 1 339 345 Phoenix, AZ Society for Computer Simulation 1-56555-221-0 San Diego, CA
- Assanis D.N. Heywood, J. “Development and use of a computer simulation of the turbo compounded diesel system for engine performance and component heat transfer studies,” SAE Paper No. 86-0329
- Delagrammatikas G.J. A Design Optimization Methodology for Advanced and Hybrid, Diesel-Based, Automotive Powertrains University of Michigan 2001
- Delagrammatikas G.J. Assanis, D.N. “The reverse engineering of a turbocharged diesel engine through a unified systems approach,” SAE Paper No. 01-1244
- Jones D.R. “The DIRECT Global Optimization Algorithm',” Encyclopedia of Optimization 1 431 440 Kluwer 2001
- Coleman T. Branch M.A. Grace, A. Optimization Toolbox for Use with MATLAB, User's Guide, The MathWorks, Inc. Natick, MA 1999
- Pukrushpan J.T. Stefanopoulou A.G. Peng, H. Control of Fuel Cell Power Systems Springer 2004
- Mohanty S. Wu, Y.T. “CDF sensitivity analysis technique for ranking influential parameters in the performance assessment of the proposed high-level waste repository at Yucca Mountain, Nevada, USA,” Reliability Engineering and System Safety 73 167 176 2001
- Ye K.Q. Li W. Sudjianto, A. “Algorithmic construction of optimal symmetric Latin hypercube designs,” Journal of Statistical Planning and Inference 90 145 159 2000
- Tu J. “Cross-validated multivariate metamodeling methods for physics-based computer simulations,” Proceedings of the IMAC-XXI: A Conference and Exposition on Structural Dynamics Orlando, Florida 2003
- Lee J. O. Yang Y.O. Ruy, W.S. “A Comparative Study on Reliability Index and Target Performance Based Probabilistic Structural Design Optimization,” Computers and Structures 80 257 269 2002
- Tu J. Choi K.K. Park, Y.H. “A New Study on Reliability-Based Design Optimization,” ASME Journal of Mechanical Design 121 557 564 1999
- Youn B.D. Choi K.K. Park, Y.H. “Hybrid Analysis Method for Reliability-Based Design Optimization,” ASME Journal of Mechanical Design 125 2 221 232 2003
- Du X. Chen, W. “Sequential Optimization and Reliability Assessment Method for Efficient Probabilistic Design,” ASME Journal of Mechanical Design 126 2 225 233 2004
- Royset J.O. Der Kiureghian, A. Polak, E. “Reliability-based optimal structural design by the decoupling approach,” Reliability Engineering & System Safety 73 213 221 2001
- Liang J. Mourelatos Z.P. Tu, J. “A single-loop method for reliability-based design optimization,” Proceedings of the 30th ASME Design Automation Conference Salt Lake City, Utah 2004