A two-stage stochastic model for an industrial symbiosis network under uncertain demand

被引:6
作者
Das, Guelesin Sena [1 ]
Yesilkaya, Murat [2 ]
Birgoeren, Burak [1 ]
机构
[1] Kirikkale Univ, Dept Ind Engn, Fac Engn, TR-71450 Kirikkale, Turkiye
[2] Tokat Gaziosmanpasa Univ, Niksar Vocat Sch, TR-60600 Niksar, Tokat, Turkiye
关键词
OR in environment and climate change; Circular economy; Industrial symbiosis; Production planning; Two-stage stochastic programming; SAMPLE AVERAGE APPROXIMATION; SUPPLY CHAIN; SYSTEMATIC-APPROACH; FOREST INDUSTRY; OPTIMIZATION; DESIGN; PARKS; VULNERABILITY; INTEGRATION; RESILIENCE;
D O I
10.1016/j.apm.2023.10.007
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Industrial Symbiosis (IS) networks are structures built by volunteer companies with the aim of exchanging unused or residual resources, benefiting all participating companies. The profitability of these volunteer companies is critical as it affects the sustainability of these networks. Fluctuations in a participating company's production level can potentially disrupt its network by altering the quantity and availability of wastes and by-products. In light of these considerations, we analyse the impact of fluctuations in demand for final products of the companies on company profitability, and waste and by-product usage. For this purpose, we formulated a two-stage stochastic programming model and solved it using the Sample Average Approximation (SAA) method. We tested our model on a theoretical IS network comprising companies in the forest products industry. The results demonstrate that companies in the network keep exchanging by-products and remain profitable despite uncertainties in demand. Consequently, we conclude that the established network exhibits resilience to demand fluctuations, which is an important aspect of its sustainability.
引用
收藏
页码:444 / 462
页数:19
相关论文
共 90 条
  • [1] Afshari H., 2016, INT DES ENG TECHN C, V145
  • [2] Challenges of value creation in Eco-Industrial Parks (EIPs): A stakeholder perspective for optimizing energy exchanges
    Afshari, Hamid
    Farel, Romain
    Peng, Qingjin
    [J]. RESOURCES CONSERVATION AND RECYCLING, 2018, 139 : 315 - 325
  • [3] Extending industrial symbiosis to residential buildings: A mathematical model and case study
    Afshari, Hamid
    Jaber, Mohamad Y.
    Searcy, Cory
    [J]. JOURNAL OF CLEANER PRODUCTION, 2018, 183 : 370 - 379
  • [4] Improving the resilience of energy flow exchanges in eco-industrial parks: Optimization under uncertainty
    Afshari H.
    Farel R.
    Peng Q.
    [J]. Peng, Qingjin (Qingjin.Peng@Umanitoba.ca), 1600, American Society of Mechanical Engineers (ASME), United States (03):
  • [5] Aguilar K.D.T., 2017, Chem. Eng. Trans., V61, P877, DOI DOI 10.3303/CET1761144
  • [6] Aguilar K.D.T., 2017, Carbon dioxide reduction incentive for eco‐industrial parks using bilevel fuzzy programming. Paper presented at: 2017 IEEE 9th international conference on humanoid, nanotechnology, information technology, communication and control, environment and management (HNICEM), P1
  • [7] Alkaya E., 2014, Industrial Symbiosis in Iskenderun Bay: A Journey from Pilot Applications to a National Program in Turkey
  • [8] An optimization-based negotiation framework for energy systems in an eco-industrial park
    Andiappan, Viknesh
    Tan, Raymond R.
    Ng, Denny K. S.
    [J]. JOURNAL OF CLEANER PRODUCTION, 2016, 129 : 496 - 507
  • [9] [Anonymous], 2023, LHS, randomlhs: Random Latin hypercube
  • [10] P-graph for Optimising Industrial Symbiotic Networks
    Aviso, Kathleen B.
    Chiu, Anthony S. F.
    Yu, Krista Danielle S.
    Promentilla, Michael Angelo B.
    Razon, Luis F.
    Ubando, Aristotle T.
    Sy, Charlle L.
    Tan, Raymond R.
    [J]. PRES15: PROCESS INTEGRATION, MODELLING AND OPTIMISATION FOR ENERGY SAVING AND POLLUTION REDUCTION, 2015, 45 : 1345 - 1350