Optimized Energy Management for FuelCell-SuperCap Hybrid Electric Vehicles
VPP Track 4: Energy Storage Components/Systems
Julia Schiffer, Oliver Bohlen, Rik W. De Doncker,
Dirk Uwe Sauer
Institute for Power Electronics and Electrical Drives ISEA
RWTH Aachen University
Aachen, Germany
sf@isea.rwth-aachen.de
Kyun Young Ahn
Research & Development Division for
Hyundai and Kia Motors Company
104, Mabuk-Ri, Guseong-Eup, Yongin-Si,
Gyeonggi-Do, 449-912, Korea
ahnky@hyundai-motor.com
Abstract— Combining a fuel cell (FC) as primary power source
with a supercap (SC) as a buffer for high power demands is a
promising approach for future hybrid electric vehicles (HEV).
The objective of an energy management is to minimize the
hydrogen consumption and to assure power availability at any
time. A simulation environment incorporating models of the FC
and SC stacks and the kinetic state of the vehicle allow the
detailed analysis and comparison of control strategies. Control
strategies that operate the fuel cell most efficiently and take best
advantage of the supercap can save more than 20% hydrogen
fuel.
Keywords - energy management, fuel cell, supercap, hybrid
electric vehicle
I. INTRODUCTION
A promising approach for future, environmentally friendly
vehicles is an electrical propulsion system powered by a fuel
cell. Hydrogen or methanol can be generated from regenerative
energy sources and a fuel cell can directly convert this
chemically stored energy into electrical power aboard.
However, fuel cells are limited in their dynamics with
regard to increasing the output power and can not reuse energy
from regenerative braking. These drawbacks can be
compensated by including a double-layer capacitor module
(supercap), which can deliver and accept peak power.
In such a hybrid system, power is not only delivered from
the primary power source, the fuel cell, to the propulsion
system, but can be buffered in the supercap storage. This gives
an additional degree of freedom for the energy management
and allows for optimization.
II. ENERGY MANAGEMENT
A. Purpose of the energy management
The general purpose of the energy management is to
minimize the fuel consumption while assuring optimal power
availability at any time.
The vehicle demands power for acceleration and to
compensate for all the electrical and mechanical losses. The
power for acceleration is accumulated in the kinetic energy of
the vehicle and can be recovered partly during deceleration if
the generator is used for regenerative braking.
In all situations, the fuel cell (FC), the supercaps (SC) and
the mechanical brakes together must be able to cope with the
energy and power attributed to driving (acceleration or
deceleration), losses and other electric loads like radio or air
conditioner (aux):
() () () () () () t P t P t P t P t P t P
aux loss accel brake SC FC
+ + = + + (1)
The fuel cell is a power source, losses, auxiliaries and
mechanical brakes are power sinks and supercaps and driving
power can be both power source or sink.
The acceleration power P
accel
can be derived from the
change in the kinetic energy of the vehicle. The power needed
for a constant acceleration a at an initial velocity v
1
with
v(t) = v
1
+ a t is
() ( ) () a t v m t a v a m t P ⋅ ⋅ = ⋅ + ⋅ ⋅ =
vehicle
2
1 vehicle accel
(2)
Driving losses P
loss
are mainly caused by friction of the
wheels and in the gear and by air drag:
() ( )
3
2 1 loss
v f v f P + = (3)
where f
1
represents losses caused by friction of the wheel,
which are linear functions of velocity and f
2
represents losses
caused by air drag, which is a cubic function of velocity. The
functions f
1
and f
2
have been modeled in detail according to
fundamental mechanical equations [6].
Losses that are generated in the fuel cell and the supercaps
are implicitly considered by the efficiency characteristics and
impedance models, respectively, of these devices (cf. III.B).
The power and energy needed for supplying the electric
loads depends on the number of loads and their individual
energy demand, which is typically independent from the
vehicle speed.
0-7803-9280-9/05/$20.00 ©2005 IEEE. 716