Coordinated energy management of vehicle air conditioning system

被引:98
作者
Khayyam, Hamid [1 ]
Kouzani, Abbas Z. [1 ]
Hu, Eric J. [2 ]
Nahavandi, Saeid [3 ]
机构
[1] Deakin Univ, Sch Engn, Geelong, Vic 3216, Australia
[2] Univ Adelaide, Sch Mech Engn, Adelaide, SA 5005, Australia
[3] Deakin Univ, Ctr Intelligent Syst Res, Geelong, Vic 3216, Australia
基金
澳大利亚研究理事会;
关键词
Air conditioning; Intelligent control; Neural networks; Energy management; DESIGN;
D O I
10.1016/j.applthermaleng.2010.10.022
中图分类号
O414.1 [热力学];
学科分类号
摘要
Whilst air conditioning systems increase thermal comfortableness in vehicles, they also raise the energy consumption of vehicles. Achieving thermal comfort in an energy-efficient way is a difficult task requiring good coordination between engine and the air conditioning system. This paper presents a coordinated energy management system to reduce the energy consumption of the vehicle air conditioning system while maintaining the thermal comfortableness. The system coordinates and manages the operation of evaporator, blower, and fresh air and recirculation gates to provide the desired comfort temperature and indoor air quality, under the various ambient and vehicle conditions, the energy consumption can then be optimized. Three simulations of the developed coordinated energy management system are performed to demonstrate its energy saving capacity. Crown Copyright (C) 2010 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:750 / 764
页数:15
相关论文
共 28 条
  • [11] DUROVIC ZM, 2004, NEURAL NETWORK APPL
  • [12] A numerical simulation tool for predicting the impact of outdoor thermal environment on building energy performance
    He, Jiang
    Hoyano, Akira
    Asawa, Takashi
    [J]. APPLIED ENERGY, 2009, 86 (09) : 1596 - 1605
  • [13] HU Q, 2005, IEEE INT C WIR COMM
  • [14] HUANG CD, 1998, THESIS MICHIGAN TECH
  • [15] Modeling and experimental evaluation of an automotive air conditioning system with a variable capacity compressor
    Jabardo, JMS
    Mamani, WG
    Ianella, MR
    [J]. INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID, 2002, 25 (08): : 1157 - 1172
  • [16] KHAYYAM H, 2009, C MESA09 US P A I IN
  • [17] KIL SP, 2009, EXPT STUDY AIR QUALI
  • [18] Automotive adsorption air conditioner powered by exhaust heat. Part 1: conceptual and embodiment design
    Lambert, M. A.
    Jones, B. J.
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING, 2006, 220 (D7) : 959 - 972
  • [19] Li Y, 2006, IEEE CONTR SYST MAG, V26, P32
  • [20] NGUYEN DH, 1990, IEEE CONTROL SYSTEMS, V272, P18