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