Evaluation of NEA deflection techniques. A fuzzy Multi-Criteria Decision Making analysis for planetary defense

被引:12
|
作者
Sanchez-Lozano, J. M. [1 ]
Fernandez-Martinez, M. [1 ]
Saucedo-Fernandez, A. A. [2 ]
Trigo-Rodriguez, Josep M. [3 ,4 ]
机构
[1] Spanish Air Force Acad, Univ Ctr Def, MDE UPCT, San Javier, Spain
[2] Valencian Int Univ VIU, Valencia, Spain
[3] CSIC, Inst Space Sci, Fac Ciencies, Campus UAB,Torre C5 Parell 2a, Barcelona 08193, Catalonia, Spain
[4] Inst Estudis Espacials Catalunya IEEC, Edif Nexus,C Gran Capita 2-4, Barcelona 08034, Catalonia, Spain
关键词
Near Earth Asteroid (NEA); Deflection techniques for asteroids; Multi-Criteria Decision Making (MCDM); Fuzzy logic; Analytic Hierarchy Process (AHP); TOPSIS (Technique for Order of Preference by Similarity to ideal Solution); TRAINING AIRCRAFT; EARTH;
D O I
10.1016/j.actaastro.2020.06.043
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Current statistics on the flux of impactors on the Earth reveal that asteroids with a diameter larger than few hundreds of meters are unlikely to reach the Earth's orbit, although their potential effects on the life of our planet could be quite catastrophic. The present article assesses a set consisting of four deflection approaches, namely: kinetic impactor, ion beam deflection, enhanced gravity tractor, and laser ablation to be applied to mitigate a hypothetic impact with an asteroid smaller than 250 meters in diameter. This size range corresponds to the most common impactors that occur in timescales of less than 100.000 years. With the current discovery rate for small asteroids, such a range of diameters could be of interest to assess a future impact forecast, and quantify our capacity to react in time. To achieve this, a set of eight criteria are used: build time; active deflection duration; asteroid rotation; asteroid composition; asteroid structure; asteroid shape; level of maturity of a NEA deflection technique; and mission risk. This assessment is carried out with a combination of Multi-Criteria Decision Making tools and fuzzy logic, which enables proper management of imprecise criteria. The valuable knowledge provided by a group of experts enabled the importance of each attribute and the evaluation of these NEA deflection techniques to be quantified. Our results suggest that the kinetic impactor is the best option to deflect mid-size NEAs, whereas for larger asteroids, enhanced gravity tractor, and laser ablation become to be more appropriate.
引用
收藏
页码:383 / 397
页数:15
相关论文
共 50 条
  • [1] A fuzzy Multi-Criteria Decision Making approach for Exo-Planetary Habitability
    Sanchez-Lozano, J. M.
    Moya, A.
    Rodriguez-Mozos, J. M.
    ASTRONOMY AND COMPUTING, 2021, 36
  • [2] Multi-criteria decision making in Pythagorean fuzzy environment
    Liguo Fei
    Yong Deng
    Applied Intelligence, 2020, 50 : 537 - 561
  • [3] Multi-criteria decision making in Pythagorean fuzzy environment
    Fei, Liguo
    Deng, Yong
    APPLIED INTELLIGENCE, 2020, 50 (02) : 537 - 561
  • [4] Combining prospect theory and fuzzy numbers to multi-criteria decision making
    Krohling, Renato A.
    de Souza, Talles T. M.
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (13) : 11487 - 11493
  • [5] An extension of fuzzy decision maps for multi-criteria decision-making
    Elomda, Basem Mohamed
    Hefny, Hesham Ahmed
    Hassan, Hesham Ahmed
    EGYPTIAN INFORMATICS JOURNAL, 2013, 14 (02) : 147 - 155
  • [6] A double fuzzy multi-criteria analysis to evaluate international high-performance aircrafts for defense purposes
    Sanchez-Lozano, J. M.
    Correa-Rubio, J. C.
    Fernandez-Martinez, M.
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 115
  • [7] Fuzzy multi-criteria decision making method for machine selection
    Ertugrul, Irfan
    Gunes, Mustafa
    ANALYSIS AND DESIGN OF INTELLIGENT SYSTEMS USING SOFT COMPUTING TECHNIQUES, 2007, 41 : 638 - +
  • [8] Fuzzy multi-criteria decision-making in the assignment problem
    DrorRein, E
    Mitchell, HB
    SIGNAL AND DATA PROCESSING OF SMALL TARGETS 1997, 1997, 3163 : 525 - 534
  • [9] Hybrid Multi-criteria Decision-Making Approach for Supplier Evaluation in Fuzzy Environment
    Bhayana, Nidhi
    Gandhi, Kanika
    Jha, P. C.
    PROCEEDINGS OF FIFTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING FOR PROBLEM SOLVING (SOCPROS 2015), VOL 2, 2016, 437 : 991 - 1009
  • [10] Pythagorean fuzzy TODIM approach to multi-criteria decision making
    Ren, Peijia
    Xu, Zeshui
    Gou, Xunjie
    APPLIED SOFT COMPUTING, 2016, 42 : 246 - 259