Ancillary loads reduction;
automotive air conditioning (A/C) systems;
energy management;
hybrid systems;
nonlinear optimization;
optimal control;
PERFORMANCE;
CONSUMPTION;
SIMULATION;
D O I:
10.1109/TCST.2015.2418322
中图分类号:
TP [自动化技术、计算机技术];
学科分类号:
0812 ;
摘要:
The air conditioning (A/C) system is currently the largest ancillary load in passenger cars, with a significant impact on fuel economy and CO2 emissions. Considerable energy savings could be attained by simply adopting supervisory energy management algorithms that operate the A/C system to reduce power consumption of the compressor, while maintaining the cabin comfort requirements. This paper proposes a model-based approach to the design of a supervisory energy management strategy for automotive A/C systems. Starting from an energy-based model of the A/C system that captures the complex dynamics of the refrigerant in the heat exchangers and the compressor power consumption, a constrained multiobjective optimal control problem is formulated to jointly account for fuel consumption, cabin comfort, and system durability. The tradeoff between fuel economy, performance, and durability is analyzed by performing a Pareto analysis of a family of solutions generated using dynamic programming. A forward-looking optimal compressor clutch policy is then obtained by developing an original formulation of Pontryagin's minimum principle for hybrid dynamical systems. The simulation results demonstrate that the proposed control strategy allows for fuel economy improvement while retaining system performance and driver comfort.
机构:
Hong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R China
Wang, Shengwei
Sun, Zhongwei
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机构:
Hong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R China
Sun, Zhongwei
Sun, Yongjun
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机构:
Hong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R China
Sun, Yongjun
Zhu, Na
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机构:
Hong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R China
机构:
Univ Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USAUniv Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Yang, Niankai
Chang, Dongsik
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h-index: 0
机构:
Univ Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Oregon State Univ, Collaborat Robot & Intelligent Syst Inst, Corvallis, OR 97331 USAUniv Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Chang, Dongsik
Johnson-Roberson, Matthew
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h-index: 0
机构:
Univ Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
Carnegie Mellon Univ, Inst Robot, Sch Comp Sci, Pittsburgh, PA 15213 USAUniv Michigan, Dept Naval Architecture & Marine Engn, Ann Arbor, MI 48109 USA
机构:
Tsinghua Univ, Dept Elect Engn, Energy Internet Res Inst, Beijing 100085, Peoples R China
Tianjin Univ, Key Lab Efficient Utilizat Low & Medium Grade Ene, Tianjin 300350, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Energy Internet Res Inst, Beijing 100085, Peoples R China
Wang, Yongzhen
Hu, Congchuan
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h-index: 0
机构:
Luneng Grp Co Ltd, Beijing 100020, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Energy Internet Res Inst, Beijing 100085, Peoples R China
Hu, Congchuan
Wu, Boyuan
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h-index: 0
机构:
Univ New South Wales, Sch Elect Engn & Telecommun, Sydney, NSW 2052, AustraliaTsinghua Univ, Dept Elect Engn, Energy Internet Res Inst, Beijing 100085, Peoples R China
Wu, Boyuan
Zhang, Jing
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机构:
Tsinghua Univ, Dept Elect Engn, Energy Internet Res Inst, Beijing 100085, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Energy Internet Res Inst, Beijing 100085, Peoples R China
Zhang, Jing
Zi, Zhenning
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h-index: 0
机构:
Tsinghua Univ, Dept Elect Engn, Energy Internet Res Inst, Beijing 100085, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Energy Internet Res Inst, Beijing 100085, Peoples R China
Zi, Zhenning
Kang, Ligai
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h-index: 0
机构:
Hebei Univ Sci & Technol, Sch Civil Engn, Shijiazhuang 050018, Hebei, Peoples R ChinaTsinghua Univ, Dept Elect Engn, Energy Internet Res Inst, Beijing 100085, Peoples R China
机构:
Hong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R China
Ge, Gaoming
Xiao, Fu
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h-index: 0
机构:
Hong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R China
Xiao, Fu
Niu, Xiaofeng
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R ChinaHong Kong Polytech Univ, Dept Bldg Serv Engn, Kowloon, Hong Kong, Peoples R China