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Joint optimization of multiple train speed profiles
SICS Swedish, Sweden.
SICS Swedish, Sweden.
Mälardalens högskola, Akademin för ekonomi, samhälle och teknik, Framtidens energi.ORCID-id: 0000-0001-8697-855X
2016 (Engelska)Ingår i: Proceedings - 2016 10th International Conference on Compatibility, Power Electronics and Power Engineering, CPE-POWERENG 2016, 2016, s. 478-483Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Energy efficiency of train operations is a critical issue for the electrical railway transportation, considering that one of the main benefits of this transportation mode is the lower environmental impact. A possible technology which decreases energy consumption is the reuse of the recovered energy from the braking system. Although have been made significant efforts to find efficient solutions in terms of driving strategies, timetable optimization etc, the potential of energy recovery from the braking system is still unexplored. In this paper, we consider the problem of joint optimization of multiple train speed profiles, which operate in the same power section, in order to increase the overall energy recovered from the braking system. We propose a Markov Decision Process formulation, which models the continuous space movements of the trains as stochastic transitions on discrete states, determined by train operations and electrical properties of the electrical network.

Ort, förlag, år, upplaga, sidor
2016. s. 478-483
Nyckelord [en]
Energy utilization, Environmental impact, Markov processes, Power electronics, Railroad transportation, Recovery, Stochastic models, Stochastic systems, Continuous spaces, Driving strategy, Electrical networks, Joint optimization, Markov Decision Processes, Railway transportation, Stochastic transitions, Transportation mode, Energy efficiency
Nationell ämneskategori
Energiteknik
Identifikatorer
URN: urn:nbn:se:mdh:diva-33198DOI: 10.1109/CPE.2016.7544235ISI: 000389594400075Scopus ID: 2-s2.0-84986305822ISBN: 978-1-4673-7293-0 (tryckt)OAI: oai:DiVA.org:mdh-33198DiVA, id: diva2:972806
Konferens
10th International Conference on Compatibility, Power Electronics and Power Engineering, CPE-POWERENG 2016, 29 June 2016 through 1 July 2016
Tillgänglig från: 2016-09-22 Skapad: 2016-09-22 Senast uppdaterad: 2017-03-22Bibliografiskt granskad

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Totalt: 58 träffar
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