This paper presents a Proton Exchange Membrane Fuel Cell (PEMFC) system model for locomotives, implemented ad hoc in MATLAB-Simulink environment for a standard drive cycle; the system is hybrid and the energy store system (ESS) is composed of battery and supercapacitor (SC). The PEMFC is the primary energy source of the hybrid locomotive; it supplies the total energy demand. A battery supplies the additional energy demand in acceleration and the SC delivers the power to fill the peaks. Moreover, a regenerative brake recuperates part of the energy lost in deceleration and stores it in the ESS. The hybrid locomotive is controlled by a hybrid strategy, fit for the purpose, composed of Fuzzy Logic Control and Equivalent Consumption Minimization Strategy; the PEMFC power is obtained through an optimization problem and the other variables are calculated by means of IF-THEN rules in order to achieve best results from each energy source, high efficiency and low hydrogen consumption. The simulation results confirm the good response of the hybrid system model: the FC system achieves efficiency of around 50% with a hydrogen consumption of 1.3 kg; the battery State of Charge (SOC) is kept between 60% and 75% and the SC SOC between 30% and 90%.

Numerical modelling of a PEFC powertrain system controlled by a hybrid strategy for rail urban transport

Fragiacomo, Petronilla
;
PIRAINO, FRANCESCO
2018-01-01

Abstract

This paper presents a Proton Exchange Membrane Fuel Cell (PEMFC) system model for locomotives, implemented ad hoc in MATLAB-Simulink environment for a standard drive cycle; the system is hybrid and the energy store system (ESS) is composed of battery and supercapacitor (SC). The PEMFC is the primary energy source of the hybrid locomotive; it supplies the total energy demand. A battery supplies the additional energy demand in acceleration and the SC delivers the power to fill the peaks. Moreover, a regenerative brake recuperates part of the energy lost in deceleration and stores it in the ESS. The hybrid locomotive is controlled by a hybrid strategy, fit for the purpose, composed of Fuzzy Logic Control and Equivalent Consumption Minimization Strategy; the PEMFC power is obtained through an optimization problem and the other variables are calculated by means of IF-THEN rules in order to achieve best results from each energy source, high efficiency and low hydrogen consumption. The simulation results confirm the good response of the hybrid system model: the FC system achieves efficiency of around 50% with a hydrogen consumption of 1.3 kg; the battery State of Charge (SOC) is kept between 60% and 75% and the SC SOC between 30% and 90%.
2018
Hybrid control system; Hybrid powertrain; PEMFC propulsion; Urban railway; Renewable Energy, Sustainability and the Environment; Energy Engineering and Power Technology; Electrical and Electronic Engineering
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11770/281840
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