An inexact inventory-theory-based chance-constrained programming model for solid waste management

被引:15
|
作者
Chen, XiuJuan [1 ]
Huang, GuoHe [1 ]
Suo, MeiQin [2 ]
Zhu, Hua [3 ,4 ]
Dong, Cong [5 ]
机构
[1] Univ Regina, Environm Syst Engn Program, Fac Engn & Appl Sci, Regina, SK S4S 0A2, Canada
[2] Hebei Univ Engn, Sch Urban Construct, Handan 056038, Hebei, Peoples R China
[3] North China Elect Power Univ, SC Energy & Environm Res Acad, Beijing 102206, Peoples R China
[4] Univ Regina, Inst Energy Environm & Sustainable Communities, Regina, SK S4S 0A2, Canada
[5] North China Elect Power Univ, Resources & Environm Res Acad, MOE Key Lab Reg Energy & Environm Syst Optimizat, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Inventory; Uncertainty; Interval; Chance-constrained programming; Waste management; WATER-RESOURCES MANAGEMENT; DUAL UNCERTAINTIES; SYSTEM; DEMAND; PARTS;
D O I
10.1007/s00477-014-0936-x
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, an inexact inventory-theory-based chance-constrained programming (IICP) model is proposed for planning waste management systems. The IICP model is derived through introducing inventory theory model into a general inexact chance-constrained programming framework. It can not only tackle uncertainties presented as both probability distributions and discrete intervals, but also reflect the influence of inventory problem in decision-making problems. The developed method is applied to a case study of long-term municipal solid waste (MSW) management planning. Solutions of total waste allocation, waste allocation batch and waste transferring period associated different risk levels of constraint violation are obtained. The results can be used to identify inventory-based MSW management planning with minimum system cost under various constraint-violation risks. Compared with the ICP model, the developed IICP model can more actually reflect the complexity of MSW management systems and provide more useful information for decision makers.
引用
收藏
页码:1939 / 1955
页数:17
相关论文
共 50 条
  • [1] An inexact inventory-theory-based chance-constrained programming model for solid waste management
    XiuJuan Chen
    GuoHe Huang
    MeiQin Suo
    Hua Zhu
    Cong Dong
    Stochastic Environmental Research and Risk Assessment, 2014, 28 : 1939 - 1955
  • [2] ICQSWM: An inexact chance-constrained quadratic solid waste management model
    Sun, Y.
    Huang, G. H.
    Li, Y. P.
    RESOURCES CONSERVATION AND RECYCLING, 2010, 54 (10) : 641 - 657
  • [3] An Inventory-Theory-Based Inexact Multistage Stochastic Programming Model for Water Resources Management
    Suo, M. Q.
    Li, Y. P.
    Huang, G. H.
    Fan, Y. R.
    Li, Z.
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2013, 2013
  • [4] Dual inexact fuzzy chance-constrained programming for planning waste management systems
    Cao, M. F.
    Huang, G. H.
    Sun, Y.
    Xu, Y.
    Yao, Y.
    STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2010, 24 (08) : 1163 - 1174
  • [5] Dual inexact fuzzy chance-constrained programming for planning waste management systems
    M. F. Cao
    G. H. Huang
    Y. Sun
    Y. Xu
    Y. Yao
    Stochastic Environmental Research and Risk Assessment, 2010, 24 : 1163 - 1174
  • [6] An Inexact Chance-constrained Quadratic Programming Model for Stream Water Quality Management
    X. S. Qin
    G. H. Huang
    Water Resources Management, 2009, 23 : 661 - 695
  • [7] An Inexact Chance-constrained Quadratic Programming Model for Stream Water Quality Management
    Qin, X. S.
    Huang, G. H.
    WATER RESOURCES MANAGEMENT, 2009, 23 (04) : 661 - 695
  • [8] Inexact joint-probabilistic chance-constrained programming with left-hand-side randomness: An application to solid waste management
    Sun, Wei
    Huang, Guo H.
    Lv, Ying
    Li, Gongchen
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2013, 228 (01) : 217 - 225
  • [9] A dual-uncertainty-based chance-constrained model for municipal solid waste management
    Liu, Feng
    Wen, Zhi
    Xu, Ye
    APPLIED MATHEMATICAL MODELLING, 2013, 37 (22) : 9147 - 9159
  • [10] Inexact chance-constrained linear programming model for optimal water pollution management at the watershed scale
    Liu, Yong
    Guo, Huaicheng
    Zhou, Feng
    Qin, Xiaosheng
    Huang, Kai
    Yu, Yajuan
    JOURNAL OF WATER RESOURCES PLANNING AND MANAGEMENT-ASCE, 2008, 134 (04): : 347 - 356