DocumentCode :
1776659
Title :
An algorithm to optimize speed profiles of the metro vehicles for minimizing energy consumption
Author :
Calderaro, Vito ; Galdi, Vincenzo ; Graber, Giuseppe ; Piccolo, Antonio ; Cogliano, Dario
Author_Institution :
Dipt. di Ing. Ind., Univ. of Salerno, Fisciano, Italy
fYear :
2014
fDate :
18-20 June 2014
Firstpage :
813
Lastpage :
819
Abstract :
The calculation of optimal driving speed profiles for metro vehicles that improve energy saving and, thus, reduce costs, are investigated. The optimization problem is solved in two different steps: in the first one, a Dynamic Programming Optimization (DPO) algorithm (including slopes and curves effects) is used to find a set of pseudo-optimal speed cycles; the objective is to minimize the electrical energy used for traction subject to constraints such as travel time, trip distance, acceleration limits, etc. In the second optimization step, the speed profiles set are evaluated in a simulation tool implemented to estimate the power flow among vehicles through the metro network. A test campaign monitoring the saved energy and main electric variables have been implemented and the presented results showing the effectiveness of the performance of the proposed optimization algorithm.
Keywords :
cost reduction; dynamic programming; electric vehicles; energy conservation; load flow; minimisation; power consumption; traction; DPO algorithm; cost reduction; dynamic programming optimization; electric variables; energy consumption minimization; energy saving improvement; metro vehicle; optimal driving speed profile optimization; power flow estimation; traction; Acceleration; Energy consumption; Mathematical model; Optimization; Resistance; Substations; Vehicles; Dynamic Programming; Eco-drive; Energy Consumption; Metro Network; Optimization; Railway Engineering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), 2014 International Symposium on
Conference_Location :
Ischia
Type :
conf
DOI :
10.1109/SPEEDAM.2014.6872030
Filename :
6872030
Link To Document :
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