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دسته بندی:
مدیریت انرژی - Energy Management
سال انتشار:
2020
عنوان انگلیسی مقاله:
A robust co-state predictive model for energy management of plug-in hybrid electric bus
ترجمه فارسی عنوان مقاله:
یک مدل پیش بینی شده مشترک قدرتمند برای مدیریت انرژی اتوبوس برقی هیبریدی پلاگین
منبع:
Sciencedirect - Elsevier - Journal of Cleaner Production, 250 (2020) 119478. doi:10.1016/j.jclepro.2019.119478
نویسنده:
Hongqiang Guo*, Binbin Liang, Hongliang Guo, Kun Zhang
چکیده انگلیسی:
This paper proposes a robust co-state predictive model for Pontryagin’s Minimum Principle (PMP)-based
energy management of plug-in hybrid electric bus (PHEB). The main innovation is that the robust costate
predictive model is only expressed by a simplified formula. Moreover, it is exclusively designed
by the Design For Six Sigma (DFSS) method in consideration of noises of driving cycles and stochastic
vehicle mass. Because the DFSS strives to minimize the weighted sum of mean and standard deviation of
fuel consumption, the proposed strategy can simultaneously improve the fuel economy of the PHEB and
its robustness. The DFSS results show that the coefficients of the robust co-state predictive model can be
found; the simulation results demonstrate that the proposed strategy has similar fuel economy to dynamic
programming (DP); the hardware-in-loop (HIL) results demonstrate that the proposed strategy
has good real-time control performance, and can averagely improve the fuel economy by 35.19%
compared to a rule-based control strategy.
Keywords: Plug-in hybrid electric bus | Energy management | PMP | Co-state predictive model | Design for six sigma
قیمت: رایگان
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