A stochastic method for the energy management in hybrid electric vehicles

被引:39
作者
Payri, F. [1 ]
Guardiola, C. [1 ]
Pla, B. [1 ]
Blanco-Rodriguez, D. [1 ]
机构
[1] Univ Politecn Valencia, CMT Motores Term, E-46022 Valencia, Spain
关键词
Energy management; Hybrid vehicles; Optimal control; Stochastic control; CONTROL POLICY;
D O I
10.1016/j.conengprac.2014.01.004
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
There are many approaches addressing the problem of optimal energy management in hybrid electric vehicles; however, most of them optimise the control strategy for particular driving cycles. This paper takes into account that the driving cycle is not a priori known to obtain a near-optimal solution. The proposed method is based on analysing the power demands in a given receding horizon to estimate future driving conditions and minimise the fuel consumption while cancelling the expected battery energy consumption after a defined time horizon. Simulations show that the proposed method allows charge sustainability providing near-optimal results. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:257 / 265
页数:9
相关论文
共 21 条
  • [1] Explicit optimal control policy and its practical application for hybrid electric powertrains
    Ambuehl, Daniel
    Sundstroem, E.
    Sciarretta, Antonio
    Guzzella, Lino
    [J]. CONTROL ENGINEERING PRACTICE, 2010, 18 (12) : 1429 - 1439
  • [2] [Anonymous], IFAC WORKSH ENG POW
  • [3] [Anonymous], 2010, 2010 IEEE VEHICLE PO
  • [4] Basseville M, 1993, DETECTION ABRUPT CHA
  • [5] Multi-Information Integrated Trip Specific Optimal Power Management for Plug-In Hybrid Electric Vehicles
    Bin, Yang
    Li, Yaoyu
    Gong, Qiuming
    Peng, Zhong-Ren
    [J]. 2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, : 4607 - +
  • [6] Predictive Energy Management of a Power-Split Hybrid Electric Vehicle
    Borhan, H. Ali
    Vahidi, Ardalan
    Phillips, Anthony M.
    Kuang, Ming L.
    Kolmanovsky, Ilya V.
    [J]. 2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, : 3970 - +
  • [7] Supervisory control of hybrid powertrains: An experimental benchmark of offline optimization and online energy management
    Chasse, A.
    Sciarretta, A.
    [J]. CONTROL ENGINEERING PRACTICE, 2011, 19 (11) : 1253 - 1265
  • [8] Gong Q., 2011, 2011 American Control Conference - ACC 2011, P2119
  • [9] Assessing the potential of predictive control for hybrid vehicle powertrains using stochastic dynamic programming
    Johannesson, Lars
    Asbogard, Mattias
    Egardt, Bo
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2007, 8 (01) : 71 - 83
  • [10] Predictive energy management for hybrid vehicle
    Kermani, S.
    Delprat, S.
    Guerra, T. M.
    Trigui, R.
    Jeanneret, B.
    [J]. CONTROL ENGINEERING PRACTICE, 2012, 20 (04) : 408 - 420