TY - JOUR
T1 - Review of optimization strategies for system-level design in hybrid electric vehicles
AU - Silvas, E.
AU - Hofman, T.
AU - Murgovski, N.
AU - Etman, P.
AU - Steinbuch, M.
PY - 2017/1/1
Y1 - 2017/1/1
N2 - The optimal design of a hybrid electric vehicle can be formulated as a multi-objective optimization problem that spreads over multiple levels (technology, topology, size and control). In the last decade, studies have shown that, by integrating these optimization levels fuel benefits are obtained, which go beyond the results achieved with solely optimal control for a given topology. Due to the large number of variables for optimization, their diversity, the nonlinear and multi-objective nature of the problem, a variety of methodologies has been developed. This review article presents a comprehensive analysis of the various methodologies developed and identifies challenges for future research. Starting from a general description of the problem, with examples found in the literature, we categorize the types of optimization problems and methods used. To offer a complete analysis, we broaden the scope of the search to several sectors of transport, such as naval or ground.
AB - The optimal design of a hybrid electric vehicle can be formulated as a multi-objective optimization problem that spreads over multiple levels (technology, topology, size and control). In the last decade, studies have shown that, by integrating these optimization levels fuel benefits are obtained, which go beyond the results achieved with solely optimal control for a given topology. Due to the large number of variables for optimization, their diversity, the nonlinear and multi-objective nature of the problem, a variety of methodologies has been developed. This review article presents a comprehensive analysis of the various methodologies developed and identifies challenges for future research. Starting from a general description of the problem, with examples found in the literature, we categorize the types of optimization problems and methods used. To offer a complete analysis, we broaden the scope of the search to several sectors of transport, such as naval or ground.
KW - Combustion
KW - Electric machines
KW - Engines
KW - Hybrid electric vehicles
KW - Multi-level optimal design
KW - Optimization
KW - Topology
KW - coordination methods
KW - driving cycle
KW - hybrid electric vehicles
KW - optimization methods
KW - powertrain design
UR - http://www.scopus.com/inward/record.url?scp=85009865182&partnerID=8YFLogxK
UR - http://www.mendeley.com/research/review-optimization-strategies-systemlevel-design-hybrid-electric-vehicles
U2 - 10.1109/TVT.2016.2547897
DO - 10.1109/TVT.2016.2547897
M3 - Review article
SN - 0018-9545
VL - 66
SP - 57
EP - 70
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 1
M1 - 7442900
ER -