A fuzzy-grey multicriteria decision making model for district heating system

被引:23
作者
Wang, Haichao [1 ,2 ]
Duanmu, Lin [1 ]
Lahdelma, Risto [2 ]
Li, Xiangli [1 ]
机构
[1] Dalian Univ Technol, Sch Civil Engn, Inst Bldg Environm & Facil Engn, Dalian 116024, Peoples R China
[2] Aalto Univ, Sch Engn, Dept Mech Engn, POB 14100, FI-00076 Aalto, Finland
基金
芬兰科学院;
关键词
District heating; Combined heat and power; Multicriteria decision making; Weight;
D O I
10.1016/j.applthermaleng.2017.08.048
中图分类号
O414.1 [热力学];
学科分类号
摘要
District heating (DH) is playing an indispensable role in the energy supply all over the world. The high share of DH based on combined heat and power (CHP) indicates the energy efficiency of the local heating systems. In the future, the optimal planning and design of a DH system should consider not only the techno-economic feasibility but also the capability to improve energy efficiency and environment protection. This means that single objective optimization model for the planning of DH system is limited in this regard. Therefore, a multicriteria decision making (MCDM) model for decision support on the planning and designing of DH system is developed in this paper. This is a typical problem with uncertainty and imprecision both in the criteria measurements and the weights. In view of this, we adopted the fuzzy set theory and grey relational analysis to develop a fuzzy grey multicriteria decision making (FG-MCDM) model for DH systems. Sensitivity analysis was also conducted to study the influence of weight vectors on the evaluation results. The model can take into account energy, economy and environment concerns synthetically and thus facilitates more judicious decision making on DH systems. (C) 2017 Published by Elsevier Ltd.
引用
收藏
页码:1051 / 1061
页数:11
相关论文
共 26 条
  • [1] Integrated evaluation of radiative heating systems for residential buildings
    Anastaselos, Dimitrios
    Theodoridou, Ifigeneia
    Papadopoulos, Agis M.
    Hegger, Manfred
    [J]. ENERGY, 2011, 36 (07) : 4207 - 4215
  • [2] [Anonymous], 2013, THESIS
  • [3] On the conjoint estimation of inconsistency and intransitivity of pairwise comparisons
    Brunelli, Matteo
    [J]. OPERATIONS RESEARCH LETTERS, 2016, 44 (05) : 672 - 675
  • [4] Building energy saving research center of Tsinghua University.,, 2016, ANN REP BUILD EN CON
  • [6] The canonical representation of multiplication operation on triangular fuzzy numbers
    Chou, CC
    [J]. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2003, 45 (10-11) : 1601 - 1610
  • [7] Clemen R., 1996, Making hard decisions, V2nd
  • [8] Deng J L, 1993, Grey control system
  • [9] A multicriteria approach to evaluate district heating system options
    Ghafghazi, S.
    Sowlati, T.
    Sokhansanj, S.
    Melin, S.
    [J]. APPLIED ENERGY, 2010, 87 (04) : 1134 - 1140
  • [10] Relation between concave cone 3 dimension topography and residual stress in thermal barrier coatings
    Han, Zhiyong
    Wang, Huan
    [J]. MATERIALS PROCESSING TECHNOLOGY, PTS 1-4, 2011, 291-294 : 172 - 175