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Erschienen in: MTZ worldwide 3/2015

01.03.2015 | Research

Numerical Optimisation of Electro Hybrid Powertrains

verfasst von: Dipl.-Ing. Thorsten Krenek, Dipl.-Ing. Christopher Bacher, Prof. Dipl.-Ing. Dr. Günther Raidl, Prof. Dipl.-Ing. Dr. Thomas Lauer

Erschienen in: MTZ worldwide | Ausgabe 3/2015

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Excerpt

In the future, the number of plug-in hybrid electric vehicles will further increase in order to fulfil CO2 legislation. The complexity of electrified powertrains makes it difficult to optimise the vehicle performance and the thermal management efficiently due to the high number of degrees-of-freedom. Therefore, a tailor-made optimisation tool was developed at the Vienna University of Technology to optimise the efficiency of an electrified powertrain while considering comfort functions like the heating of the driver cabin. …

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Literatur
[1]
Zurück zum Zitat Grebe, U.; Nitz, L.: Electrification of General Motors Vehicles — A Portfolio of Solutions. 32. Internationales Wiener Motorensymposium, 2011, VDI-Fortschritts-Berichte, row 12, No. 735 Grebe, U.; Nitz, L.: Electrification of General Motors Vehicles — A Portfolio of Solutions. 32. Internationales Wiener Motorensymposium, 2011, VDI-Fortschritts-Berichte, row 12, No. 735
[2]
Zurück zum Zitat Krenek, T.; Lauer, T.; Bobicic, N.: Investigations on Heat Up Strategies of a Hybrid-Electric Powertrain Using a Comprehensive Vehicle Model. 16. MTZ-Fachtagung VPC.plus, 2014 Krenek, T.; Lauer, T.; Bobicic, N.: Investigations on Heat Up Strategies of a Hybrid-Electric Powertrain Using a Comprehensive Vehicle Model. 16. MTZ-Fachtagung VPC.plus, 2014
[3]
Zurück zum Zitat Bacher, C.: Metaheuristic Optimization of Electro-Hybrid Powertrains using Machine Learning Techniques. Vienna: Vienna University of Technology, Master Study, 2013 Bacher, C.: Metaheuristic Optimization of Electro-Hybrid Powertrains using Machine Learning Techniques. Vienna: Vienna University of Technology, Master Study, 2013
[4]
Zurück zum Zitat Bacher, C., Krenek, T., Raidl, G. R.: Reducing the Number of Simulations in Operation Strategy Optimization for Hybrid Electric Vehicles. Lecture Notes in Computer Science, Springer (2014), Vol. 8602, pp. 553–564CrossRef Bacher, C., Krenek, T., Raidl, G. R.: Reducing the Number of Simulations in Operation Strategy Optimization for Hybrid Electric Vehicles. Lecture Notes in Computer Science, Springer (2014), Vol. 8602, pp. 553–564CrossRef
[5]
Zurück zum Zitat Jin, Y.; Olhofer, M.; Sendhoff, B.: A Framework for Evolutionary Optimization with Approximate Fitness Functions. Evolutionary Computation, IEEE Transactions on, Vol. 6, pp. 481–494 Jin, Y.; Olhofer, M.; Sendhoff, B.: A Framework for Evolutionary Optimization with Approximate Fitness Functions. Evolutionary Computation, IEEE Transactions on, Vol. 6, pp. 481–494
[6]
Zurück zum Zitat Breiman, L.: Bagging predictors. Machine Learning, Vol. 24, No. 2, pp. 123–140 Breiman, L.: Bagging predictors. Machine Learning, Vol. 24, No. 2, pp. 123–140
[7]
Zurück zum Zitat Kennedy, J.; Eberhart, R.: Particle Swarm Optimization. IEEE International Conference on Neural Networks, 1995, Vol. 4, pp. 1942–1948CrossRef Kennedy, J.; Eberhart, R.: Particle Swarm Optimization. IEEE International Conference on Neural Networks, 1995, Vol. 4, pp. 1942–1948CrossRef
[8]
Zurück zum Zitat Jastrebski, G.; Arnold, D.: Improving Evolution Strategies through Active Covariance Matrix Adaptation. IEEE Congress on Evolutionary Computation, 2006, pp. 2814–2821 Jastrebski, G.; Arnold, D.: Improving Evolution Strategies through Active Covariance Matrix Adaptation. IEEE Congress on Evolutionary Computation, 2006, pp. 2814–2821
[9]
Zurück zum Zitat Kohonen, T.: Self-organized Formation of Topologically Correct Feature Maps. In: Biological cybernetics (1982), Vol. 43, pp. 59–69MathSciNetCrossRefMATH Kohonen, T.: Self-organized Formation of Topologically Correct Feature Maps. In: Biological cybernetics (1982), Vol. 43, pp. 59–69MathSciNetCrossRefMATH
[10]
Zurück zum Zitat Pampalk, E.; Rauber, A.; Merkl, D.: Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps. Berlin Heidelberg: Springer, 2002, pp. 871–876MATH Pampalk, E.; Rauber, A.; Merkl, D.: Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps. Berlin Heidelberg: Springer, 2002, pp. 871–876MATH
[11]
Zurück zum Zitat Vesanto, J.: Som-Based Data Visualization Methods. In: Intelligent Data Analysis (1999), pp. 111–126 Vesanto, J.: Som-Based Data Visualization Methods. In: Intelligent Data Analysis (1999), pp. 111–126
Metadaten
Titel
Numerical Optimisation of Electro Hybrid Powertrains
verfasst von
Dipl.-Ing. Thorsten Krenek
Dipl.-Ing. Christopher Bacher
Prof. Dipl.-Ing. Dr. Günther Raidl
Prof. Dipl.-Ing. Dr. Thomas Lauer
Publikationsdatum
01.03.2015
Verlag
Springer Fachmedien Wiesbaden
Erschienen in
MTZ worldwide / Ausgabe 3/2015
Elektronische ISSN: 2192-9114
DOI
https://doi.org/10.1007/s38311-015-0007-9

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