A review of power management strategies and component sizing methods for hybrid vehicles
This paper comprehensively reviews power management strategies (PMS) and component
sizing (CS) methods for hybrid vehicles with more than one energy storage system (ESS) …
sizing (CS) methods for hybrid vehicles with more than one energy storage system (ESS) …
Powertrain design and control in electrified vehicles: A critical review
Electrified vehicles are considered a promising technology for energy savings and emission
reductions. Both powertrain design (configuration design and component sizing) and energy …
reductions. Both powertrain design (configuration design and component sizing) and energy …
Levenberg–Marquardt backpropagation training of multilayer neural networks for state estimation of a safety-critical cyber-physical system
As an important safety-critical cyber-physical system (CPS), the braking system is essential
to the safe operation of the electric vehicle. Accurate estimation of the brake pressure is of …
to the safe operation of the electric vehicle. Accurate estimation of the brake pressure is of …
Knowledge implementation and transfer with an adaptive learning network for real-time power management of the plug-in hybrid vehicle
Essential decision-making tasks such as power management in future vehicles will benefit
from the development of artificial intelligence technology for safe and energy-efficient …
from the development of artificial intelligence technology for safe and energy-efficient …
Transferable representation modelling for real-time energy management of the plug-in hybrid vehicle based on k-fold fuzzy learning and Gaussian process regression
Electric vehicles, including plug-in hybrids, are important for achieving net-zero emission
and will dominate road transportation in the future. Energy management, which optimizes …
and will dominate road transportation in the future. Energy management, which optimizes …
Multi-step reinforcement learning for model-free predictive energy management of an electrified off-highway vehicle
The energy management system of an electrified vehicle is one of the most important
supervisory control systems which manages the use of on-board energy resources. This …
supervisory control systems which manages the use of on-board energy resources. This …
Multi-objective design optimization of battery thermal management system for electric vehicles
Lithium batteries are commonly used as the primary power storage unit for electric vehicles,
and their performance is sensitive to temperature. Thus, the battery thermal management …
and their performance is sensitive to temperature. Thus, the battery thermal management …
[HTML][HTML] Experimental study of battery passive thermal management system using copper foam-based phase change materials
Lithium-ion batteries (LiBs) have been widely applied in electric vehicles (EVs) and energy
storage devices. The battery thermal management system (BTMS) critically impacts the …
storage devices. The battery thermal management system (BTMS) critically impacts the …
Optimal structural control of tall buildings using tuned mass dampers via chaotic optimization algorithm
Abstract Tuned Mass Dampers (TMDs) are widely used to mitigate undesirable structural
vibrations that result from intensive uncertain environmental phenomena. This paper deals …
vibrations that result from intensive uncertain environmental phenomena. This paper deals …
Multiobjective co-optimization of cooperative adaptive cruise control and energy management strategy for PHEVs
Electrification, automation, and connectivity in the automotive and transport industries are
gathering momentum, but there are escalating concerns over their need for co-optimization …
gathering momentum, but there are escalating concerns over their need for co-optimization …