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Generation of Equivalent Driving Cycles Using Markov Chains and Mean Tractive Force Components
Linköpings universitet, Institutionen för systemteknik, Fordonssystem. Linköpings universitet, Tekniska fakulteten.
Linköpings universitet, Institutionen för systemteknik, Fordonssystem. Linköpings universitet, Tekniska fakulteten.
Linköpings universitet, Institutionen för systemteknik, Fordonssystem. Linköpings universitet, Tekniska fakulteten.
2014 (engelsk)Inngår i: Proceedings of the 19th World Congress, The International Federation of Automatic Control, Elsevier, 2014, Vol. 47, nr 3, s. 8787-8792Konferansepaper, Publicerat paper (Fagfellevurdert)
Abstract [en]

In the automotive industry driving cycles have been used to evaluate vehicles in different perspectives. If a vehicle manufacturer focuses only on a fixed driving cycle there is a risk that controllers of the vehicle are optimized for a certain driving cycle and hence are sub-optimal solutions to real-world driving. To deal with this issue, it is beneficial to have a method for generating more driving cycles that in some sense are equivalent but not identical. The idea here is that these generated driving cycles have the same vehicle excitation in the mean tractive force, MTF. Using the individual force components of the MTF in the generation of driving cycles with Markov chains makes it possible to generate equivalent driving cycles that have the same vehicle excitation from real-world driving data. This is motivated since the fuel consumption estimation is more accurate when the MTF components are considered. The result is a new method that combines the generation of driving cycles using real-world driving cycles with the concept of equivalent driving cycles, and the results are promising.

sted, utgiver, år, opplag, sider
Elsevier, 2014. Vol. 47, nr 3, s. 8787-8792
Serie
IFAC Publications / IFAC Proceedings series, ISSN 1474-6670 ; Vol. 47, Issue 3
HSV kategori
Identifikatorer
URN: urn:nbn:se:liu:diva-137778DOI: 10.3182/20140824-6-ZA-1003.02239OAI: oai:DiVA.org:liu-137778DiVA, id: diva2:1101977
Konferanse
The 19th World Congress, The International Federation of Automatic Control, Cape Town, South Africa. August 24-29, 2014
Tilgjengelig fra: 2017-05-29 Laget: 2017-05-29 Sist oppdatert: 2017-06-01bibliografisk kontrollert

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