The proposal of validation metrics for the assessment of the quality of simulations of the dynamic behaviour of railway vehicles
Само за регистроване кориснике
2016
Чланак у часопису (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
This paper introduces new validation metrics that may be used for the validation of models of railway vehicles. The proposed validation metrics are based on a comparison between the cumulative distribution functions of selected parameters obtained by simulation and measurements. A model of a freight railway vehicle has been developed and the proposed validation metrics were used in model validation. The results of the validation were compared with the results of validation metrics used in the DynoTRAIN' project. It was shown that the proposed metric is more severe than the metrics used in the project; a result of it comparing the complete domains of the cumulative distribution functions and not only the selected characteristic values.
Кључне речи:
three-piece bogie / simulation / railway vehicle / Model validation / dynamic behaviourИзвор:
Proceedings of The Institution of Mechanical Engineers Part F-Journal of Rail and Rapid Transit, 2016, 230, 2, 585-597Издавач:
- Sage Publications Ltd, London
Финансирање / пројекти:
- Развој методологија и средстава за заштиту од буке урбаних средина (RS-MESTD-Technological Development (TD or TR)-37020)
- Научно-технолошка подршка унапређењу безбедности специјалних друмских и шинских возила (RS-MESTD-Technological Development (TD or TR)-35045)
DOI: 10.1177/0954409714552700
ISSN: 0954-4097
WoS: 000368600500019
Scopus: 2-s2.0-84954338769
Колекције
Институција/група
Mašinski fakultetTY - JOUR AU - Bogojević, Nebojša AU - Lučanin, Vojkan PY - 2016 UR - https://machinery.mas.bg.ac.rs/handle/123456789/2445 AB - This paper introduces new validation metrics that may be used for the validation of models of railway vehicles. The proposed validation metrics are based on a comparison between the cumulative distribution functions of selected parameters obtained by simulation and measurements. A model of a freight railway vehicle has been developed and the proposed validation metrics were used in model validation. The results of the validation were compared with the results of validation metrics used in the DynoTRAIN' project. It was shown that the proposed metric is more severe than the metrics used in the project; a result of it comparing the complete domains of the cumulative distribution functions and not only the selected characteristic values. PB - Sage Publications Ltd, London T2 - Proceedings of The Institution of Mechanical Engineers Part F-Journal of Rail and Rapid Transit T1 - The proposal of validation metrics for the assessment of the quality of simulations of the dynamic behaviour of railway vehicles EP - 597 IS - 2 SP - 585 VL - 230 DO - 10.1177/0954409714552700 ER -
@article{ author = "Bogojević, Nebojša and Lučanin, Vojkan", year = "2016", abstract = "This paper introduces new validation metrics that may be used for the validation of models of railway vehicles. The proposed validation metrics are based on a comparison between the cumulative distribution functions of selected parameters obtained by simulation and measurements. A model of a freight railway vehicle has been developed and the proposed validation metrics were used in model validation. The results of the validation were compared with the results of validation metrics used in the DynoTRAIN' project. It was shown that the proposed metric is more severe than the metrics used in the project; a result of it comparing the complete domains of the cumulative distribution functions and not only the selected characteristic values.", publisher = "Sage Publications Ltd, London", journal = "Proceedings of The Institution of Mechanical Engineers Part F-Journal of Rail and Rapid Transit", title = "The proposal of validation metrics for the assessment of the quality of simulations of the dynamic behaviour of railway vehicles", pages = "597-585", number = "2", volume = "230", doi = "10.1177/0954409714552700" }
Bogojević, N.,& Lučanin, V.. (2016). The proposal of validation metrics for the assessment of the quality of simulations of the dynamic behaviour of railway vehicles. in Proceedings of The Institution of Mechanical Engineers Part F-Journal of Rail and Rapid Transit Sage Publications Ltd, London., 230(2), 585-597. https://doi.org/10.1177/0954409714552700
Bogojević N, Lučanin V. The proposal of validation metrics for the assessment of the quality of simulations of the dynamic behaviour of railway vehicles. in Proceedings of The Institution of Mechanical Engineers Part F-Journal of Rail and Rapid Transit. 2016;230(2):585-597. doi:10.1177/0954409714552700 .
Bogojević, Nebojša, Lučanin, Vojkan, "The proposal of validation metrics for the assessment of the quality of simulations of the dynamic behaviour of railway vehicles" in Proceedings of The Institution of Mechanical Engineers Part F-Journal of Rail and Rapid Transit, 230, no. 2 (2016):585-597, https://doi.org/10.1177/0954409714552700 . .