MULTI-PERIOD HAZARDOUS WASTE COLLECTION PLANNING WITH CONSIDERATION OF RISK STABILITY

被引:2
|
作者
Ma, Hongguang [1 ]
Li, Xiang [1 ]
机构
[1] Beijing Univ Chem Technol, Sch Econ & Management, Beijing 100029, Peoples R China
基金
中国国家自然科学基金;
关键词
Hazardous waste collection; planning; multiple periods; multi-objective model; risk stability; LOCATION-ROUTING PROBLEM; HAZMAT TRANSPORTATION; GENETIC ALGORITHM; MODEL; EQUITY; SYSTEM;
D O I
10.3934/jimo.2019117
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Hazardous wastes are likely to cause danger to humans and the environment. In this paper, a new mathematical optimization model is developed for the multi-period hazardous waste collection planning problem. The hazardous wastes generated by each source are time-varying in weight and allow incomplete and delayed collection. The aim of the model is to help decision makers determine the weight of hazardous wastes to collect from each source and the transportation routes of vehicles in each period. In the developed model, three objectives are considered simultaneously: (1) minimisation of total cost over all periods, which includes start-up fee of vehicles, transportation cost of hazardous wastes, and penalty fee for the delayed collection; (2) minimisation of total transportation risk posing to the surrounding of routes over all periods; and (3) even distribution of transportation risk among all periods, also called risk stability. The developed multi-objective model is transformed into a single-objective one based on the weighted sums method, which is finally equated to a mixed 0-1 linear programming by introducing a set of auxiliary variables and constraints. Numerical experiments are computed with CPLEX software to find the optimal solutions. The computational results and parameters analysis demonstrate the applicability and validity of the developed model. It is found that the consideration of the risk stability can reduce the total transportation risk, the uneven distribution of the transportation risk among all periods, and the maximum number of vehicles used, though increasing the total cost to some extent.
引用
收藏
页码:393 / 408
页数:16
相关论文
共 50 条
  • [21] Procurement planning in a multi-period supply chain: An epiphany
    Nielsen, Izabela Ewa
    Saha, Subrata
    OPERATIONS RESEARCH PERSPECTIVES, 2018, 5 : 383 - 398
  • [22] Multi-period yard template planning in container terminals
    Zhen, Lu
    Xu, Zhou
    Wang, Kai
    Ding, Yi
    TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2016, 93 : 700 - 719
  • [23] Multi-Period Planning With Actual Physical and Traffic Conditions
    Soumplis, P.
    Christodoulopoulos, K.
    Quagliotti, M.
    Pagano, A.
    Varvarigos, E.
    JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, 2018, 10 (01) : A144 - A153
  • [24] TRANSPORT FLEET PLANNING FOR MULTI-PERIOD OPERATIONS.
    New, Christopher Colin
    Operational Research Quarterly, 1975, 26 (1 ii): : 151 - 166
  • [25] Multi-period Planning of Road Trips in a Cooperative Environment
    Calore, G.
    Caballini, C.
    Sacone, S.
    Siri, S.
    2017 IEEE 20TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2017,
  • [26] Sustainable multi-period electricity planning for Iskandar Malaysia
    Ab Muis, Zarina
    Ho, Wai Shin
    Hashim, Haslenda
    Lee, Ming Yang
    Ramli, Ahmad Fakrul
    CLEAN TECHNOLOGIES AND ENVIRONMENTAL POLICY, 2016, 18 (08) : 2467 - 2478
  • [27] Multi-period multi-scenario optimal design for closed-loop supply chain network of hazardous products with consideration of facility expansion
    Ma, Hongguang
    Li, Xiang
    Liu, Yankui
    SOFT COMPUTING, 2020, 24 (04) : 2769 - 2780
  • [28] A multi-period modelling and optimization approach to the planning of China's power sector with consideration of carbon dioxide mitigation
    Zhang, Dongjie
    Liu, Pei
    Ma, Linwei
    Li, Zheng
    Ni, Weidou
    COMPUTERS & CHEMICAL ENGINEERING, 2012, 37 : 227 - 247
  • [29] A variable neighborhood search for the multi-period collection of recyclable materials
    Elbek, Maria
    Wohlk, Sanne
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 249 (02) : 540 - 550
  • [30] Multi-period multi-scenario optimal design for closed-loop supply chain network of hazardous products with consideration of facility expansion
    Hongguang Ma
    Xiang Li
    Yankui Liu
    Soft Computing, 2020, 24 : 2769 - 2780