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Title: | Towards Optimizing Fuel Consumption in Railways: A Generic Greedy Approach in Continuous Space | Authors: | Tzelalis, George Refanidis, Ioannis |
Author Department Affiliations: | Department of Applied Informatics | Author School Affiliations: | School of Information Sciences | Editors: | Karanikolas, Nikitas N. Varlamis, Iraklis Sgarbas, Kyriakos Kalles, D. Voyiatzis, Ioannis |
Subjects: | FRASCATI__Natural sciences__Computer and information sciences | Keywords: | Train fuel consumption | Issue Date: | Dec-2024 | Publisher: | ACM | Volume Title: | Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics | Start page: | 216 | End page: | 222 | Conference: | 28th Pan-Hellenic Conference on Progress in Computing Informatics with International Participation | Abstract: | This paper addresses the challenge of producing fuel-optimal speed profiles for trains by transforming time-optimal profiles. In a timeoptimal speed profile, the train travels over a specific path with various speed limits in the shortest time. Our approach aims to adjust the time-optimal speed profile by extending its total duration to produce a fuel-optimal speed profile within that extended time frame. The proposed method greedily modifies parts of the given speed profile in a gradient descent manner, trying to maximize the ratio of fuel savings to time increase. Our analysis concluded that it is most effective to adjust either "Acceleration and Deceleration"or "Acceleration, Cruising and Deceleration" throttle sequences, with the former always being the best option. |
URI: | https://ruomoplus.lib.uom.gr/handle/8000/1949 | ISBN: | 9798400713170 | DOI: | 10.1145/3716554.3716587 | Rights: | Αναφορά Δημιουργού - Μη Εμπορική Χρήση - Παρόμοια Διανομή 4.0 Διεθνές | Corresponding Item Departments: | Department of Applied Informatics |
Appears in Collections: | Conference proceedings |
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3716554.3716587.pdf | Published version | 1,59 MB | Adobe PDF | View/Open |
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