Airplane ABS control synthesis using fuzzy logic

被引:5
|
作者
Ursu, I [1 ]
Ursu, F [1 ]
机构
[1] Elie Carafoli Natl Inst Aerosp Res, Bucharest 061126, Romania
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper proposes a fuzzy logic controller for an airplane antilock-braking system (ABS). The system benefits by the knowledge of real vehicle speed, as given by the unbraked front wheel of the landing gear. Thus, the slip ratios of rear wheels can be easily inferred by measuring their angular velocities. By taking into account these slip ratios, resulting from control variables applied in the system, a phenomenological scenario - a road label inferring diagram - is conceived to on line decide, via a fuzzy logic reasoning, upon the most suitable new control variable to apply at the current sample step. More precisely, certain threshold values concerns, for each braked wheel, the input variables in the inferring diagram: wheel slip, predicted wheel slip and previous value of control variables. Control variables are thus synthesized in the last component of a standard Mamdani type fuzzy logic control triplet: fuzzifier, rules base and defuzzyfier. A rules base, clustered according to some real road conditions is defined. Supplementary features to improve the braking performance are also described. The simulation results, performed on the mathematical model of a military jet braking, show that proposed ABS algorithm ensures the avoiding of wheel's blockage, even in the worst road conditions.
引用
收藏
页码:23 / 32
页数:10
相关论文
共 50 条
  • [1] Fuzzy logic control of a model airplane
    Ervin, JC
    Alptekin, SE
    1998 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5, 1998, : 2320 - 2325
  • [2] Research on fuzzy logic control methods for Mars airplane
    Liu, Yanbin
    Yao, Keming
    Lu, Yuping
    AIRCRAFT ENGINEERING AND AEROSPACE TECHNOLOGY, 2014, 86 (05): : 415 - 422
  • [3] Fuzzy logic ABS control: Sizing theory to implementation
    Akey, ML
    APPLICATIONS OF FUZZY LOGIC TECHNOLOGY III, 1996, 2761 : 276 - 287
  • [4] Airplane Level Changes Using Fuzzy Control
    Lovato, Agnaldo Volpe
    Oliveira, Jose Carlos M.
    2010 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE 2010), 2010,
  • [5] Type-2 fuzzy logic aggregation of multiple fuzzy controllers for airplane flight control
    Cervantes, Leticia
    Castillo, Oscar
    INFORMATION SCIENCES, 2015, 324 : 247 - 256
  • [6] Control augmentation using fuzzy logic control
    Kato, A
    Inukai, D
    TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, 2002, 45 (148) : 73 - 82
  • [7] Signal control using fuzzy logic
    Niittymäki, J
    Pursula, M
    FUZZY SETS AND SYSTEMS, 2000, 116 (01) : 11 - 22
  • [8] Synthesis of a fuzzy-logic control system
    Kudinov, YI
    JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 1999, 38 (01) : 158 - 164
  • [9] Synthesis of a fuzzy-logic control system
    Kudinov, Yu.I.
    Izvestiya Akademii Nauk. Teoriya i Sistemy Upravleniya, 1999, 38 (01): : 166 - 173
  • [10] Fuzzy logic controller for an ABS braking system
    Univ of Nevada, Las Vegas, United States
    IEEE Trans Fuzzy Syst, 4 (381-388):