A system dynamics model for improving the reverse supply chain using the IoT in the household appliances sector

被引:0
作者
Cortes-Pellicer, Pascual [1 ]
Alarcon, Faustino [2 ]
Perez-Perales, David [2 ]
机构
[1] Univ Politecn Valencia, Dept Business Management, Valencia 46022, Spain
[2] Univ Politecn Valencia, Res Ctr Prod Management & Engn CIGIP, Valencia 46022, Spain
关键词
Household appliances; Internet of Things; Reverse logistics; Supply chain management; System dynamics; Smart homes; CIRCULAR ECONOMY; BIG DATA; THINGS; IMPACT; SIMULATION; MANAGEMENT; INTERNET; METHODOLOGY; FRAMEWORK;
D O I
10.1007/s10479-025-06505-y
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
The Internet of Things (IoT) is a global platform of Internet-connected smart devices that allows manufacturers to sensorize marketed products. Such products can provide manufacturers with feedback about relevant information, such as their status, use and location, which contributes to significantly reduce uncertainty in the time, quantity and quality of the products recovered during the reverse logistics (RL) process. This sensorization is especially simple in connected appliances given the ease of installing sensors inside. This work shows the convenience of using the IoT in the RL process of the household appliances sector by analyzing the impact on recovery management. To do so, it proposes a simulation model based on system dynamics. The main findings indicate that the IoT permits more reverse supply chains' inventory by significantly increasing collected products' average value. This, in turn, allows for more backorder demand to be met and improves the client service level. In light of all this, we conclude that the average RL process profit made with an IoT model is significantly better than the RL process without such a model. With this simulation model, it should also be noted that interoperability and communication improve throughout the supply chain, which allows better decision making.
引用
收藏
页数:29
相关论文
共 67 条
  • [21] The effect of environmental parameters on product recovery
    Georgiadis, P
    Vlachos, D
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 157 (02) : 449 - 464
  • [22] Georgiadis P., 2004, Yugoslav Journal of Operations Research, V14, P259, DOI [10.2298/YJOR0402259G, DOI 10.2298/YJOR0402259G]
  • [23] Georgiadis P., 2003, Operational Research, V3, P123, DOI [10.1007/bf02940281, DOI 10.1007/BF02940281]
  • [24] Sustainability in electrical and electronic equipment closed-loop supply chains: A System Dynamics approach
    Georgiadis, Patroklos
    Besiou, Maria
    [J]. JOURNAL OF CLEANER PRODUCTION, 2008, 16 (15) : 1665 - 1678
  • [25] An integrated System Dynamics model for strategic capacity planning in closed-loop recycling networks: A dynamic analysis for the paper industry
    Georgiadis, Patroklos
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2013, 32 : 116 - 137
  • [26] Environmental and economical sustainability of WEEE closed-loop supply chains with recycling: a system dynamics analysis
    Georgiadis, Patroklos
    Besiou, Maria
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 47 (5-8) : 475 - 493
  • [27] System dynamics applied to closed loop supply chains of desktops and laptops in Brazil: A perspective for social inclusion of waste pickers
    Ghisolfi, Veronica
    Chaves, Gisele de Lorena Diniz
    Siman, Renato Ribeiro
    Xavier, Lucia Helena
    [J]. WASTE MANAGEMENT, 2017, 60 : 14 - 31
  • [28] System dynamics model for optimizing the recycling and collection of waste material in a closed-loop supply chain
    Golroudbary, Saeed Rahimpour
    Zahraee, Seyed Mojib
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2015, 53 : 88 - 102
  • [29] Internet of things and Big Data as potential solutions to the problems in waste electrical and electronic equipment management: An exploratory study
    Gu, Fu
    Ma, Buqing
    Guo, Jianfeng
    Summers, Peter A.
    Hall, Philip
    [J]. WASTE MANAGEMENT, 2017, 68 : 434 - 448
  • [30] Gu Q., IEEE INT C IND ENG E, P580, DOI [10.1109/IEEM.2011.6117983, DOI 10.1109/IEEM.2011.6117983]