Online microscopic calibration of train motion models
Towards the era of customized control solutions
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Author / Producer
Date
2019-09-13
Publication Type
Conference Paper
ETH Bibliography
yes
Citations
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Data
Abstract
The on-board collection of data related to train operation enables a better calibration of the current train motion models, which are fundamental for the elaboration of optimized train control solutions. Here, the possibility to implement an online calibration of train motion models at microscopic detail, i.e. to set the model’s parameters for the single train on the go, is explored. For this purpose, a comparison of different calibration models is proposed. Then, the performances of the models are evaluated according to the requirements for online elaborations. In the end, possible further requirements and limitations on the use are discussed.
Permanent link
Publication status
published
Book title
RailNorrköping 2019. 8th International Conference on Railway Operations Modelling and Analysis (ICROMA)
Journal / series
Volume
69
Pages / Article No.
917 - 932
Publisher
LiU Electronic Press
Event
8th International Conference on Railway Operations Modelling and Analysis (RailNorrköping 2019)
Edition / version
Methods
Software
Geographic location
Date collected
Date created
Subject
Calibration; Online; Train resistances; Data driven
Organisational unit
09611 - Corman, Francesco / Corman, Francesco
02655 - Netzwerk Stadt u. Landschaft ARCH u BAUG / Network City and Landscape ARCH and BAUG