Review on model predictive control: An engineering perspective

M Schwenzer, M Ay, T Bergs, D Abel - The International Journal of …, 2021‏ - Springer
Abstract Model-based predictive control (MPC) describes a set of advanced control
methods, which make use of a process model to predict the future behavior of the controlled …

Practical application of energy management strategy for hybrid electric vehicles based on intelligent and connected technologies: Development stages, challenges …

P Dong, J Zhao, X Liu, J Wu, X Xu, Y Liu… - … and Sustainable Energy …, 2022‏ - Elsevier
The rapid development of intelligent and connected technologies is conducive to the
efficient energy utilization of hybrid electric vehicles (HEVs). However, most energy …

Integrating machine learning and model predictive control for automotive applications: A review and future directions

A Norouzi, H Heidarifar, H Borhan… - … Applications of Artificial …, 2023‏ - Elsevier
In this review paper, the integration of Machine Learning (ML) and Model Predictive Control
(MPC) in Automotive Control System (ACS) applications are discussed. ACS can be divided …

[HTML][HTML] A review of electric bus vehicles research topics–Methods and trends

JA Manzolli, JP Trovao, CH Antunes - Renewable and Sustainable Energy …, 2022‏ - Elsevier
The transportation sector accounts for a significant share of greenhouse gas emissions.
Hence, the electrification of this sector is a crucial contributor to the mitigation of global …

Hybrid electric vehicles: A review of energy management strategies based on model predictive control

X Lü, S Li, XH He, C **e, S He, Y Xu, J Fang… - Journal of Energy …, 2022‏ - Elsevier
At present, hybrid electric vehicles are regarded as an effective way to solve global
environmental pollution and energy shortage. Energy management strategy is the core …

A comprehensive review of energy management strategy in Vehicle-to-Grid technology integrated with renewable energy sources

A Alsharif, CW Tan, R Ayop, A Dobi, KY Lau - … Energy Technologies and …, 2021‏ - Elsevier
In transportation, Electricity plays a key role in modern dependency techniques, which
researchers are concentrating their studies on. Electric Vehicles (EVs) and industrial …

[HTML][HTML] Energy management strategies for hybrid electric vehicles: Review, classification, comparison, and outlook

F Zhang, L Wang, S Coskun, H Pang, Y Cui, J ** - Energies, 2020‏ - mdpi.com
Hybrid Electric Vehicles (HEVs) have been proven to be a promising solution to
environmental pollution and fuel savings. The benefit of the solution is generally realized as …

Real-time cost-minimization power-allocating strategy via model predictive control for fuel cell hybrid electric vehicles

Y Zhou, A Ravey, MC Péra - Energy Conversion and Management, 2021‏ - Elsevier
Fuel cell electric vehicles are widely deemed as the promising technology in sustainable
transportation field, yet the high ownership cost makes them far from competitive in …

Real-time predictive energy management of plug-in hybrid electric vehicles for coordination of fuel economy and battery degradation

N Guo, X Zhang, Y Zou, L Guo, G Du - Energy, 2021‏ - Elsevier
This paper proposes a real-time predictive energy management strategy (PEMS) of plug-in
hybrid electric vehicles for coordination control of fuel economy and battery lifetime …

A survey of powertrain configuration studies on hybrid electric vehicles

W Zhuang, S Li, X Zhang, D Kum, Z Song, G Yin, F Ju - Applied Energy, 2020‏ - Elsevier
Global warming, air pollution, and fuel depletion have accelerated the deployment of hybrid
electric vehicles (HEVs). Apart from the energy management, the configuration of hybrid …