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
  • [41] An optimum balance among the reduction in ordering cost, product deterioration and carbon emissions: a sustainable green warehouse
    Mashud, Abu Hashan Md
    Roy, Dipa
    Chakrabortty, Ripon K.
    Tseng, Ming-Lang
    Pervin, Magfura
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (51) : 78029 - 78051
  • [42] A sustainable inventory model with controllable carbon emissions in green-warehouse farms
    Mashud, Abu Hashan Md
    Pervin, Magfura
    Mishra, Umakanta
    Daryanto, Yosef
    Tseng, Ming-Lang
    Lim, Ming K.
    [J]. JOURNAL OF CLEANER PRODUCTION, 2021, 298
  • [43] A dynamic model for deteriorating products in a closed-loop supply chain
    Moubed, Mitra
    Boroumandzad, Yasamin
    Nadizadeh, Ali
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2021, 108
  • [44] A system dynamics model for the supply chain procurement transport problem: comparing spreadsheets, fuzzy programming and simulation approaches
    Mula, Josefa
    Campuzano-Bolarin, Francisco
    Diaz-Madronero, Manuel
    Carpio, Katerine M.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2013, 51 (13) : 4087 - 4104
  • [45] Internet of Things (IoT): Opportunities, issues and challenges towards a smart and sustainable future
    Nizetic, Sandro
    Solic, Petar
    Lopez-de-Ipina, Diego
    Patrono, Luigi
    [J]. JOURNAL OF CLEANER PRODUCTION, 2020, 274
  • [46] Perspectives and relationships in Supply Chain Simulation: A systematic literature review
    Oliveira, Josenildo Brito
    Lima, Renato Silva
    Barra Montevechi, Jose Arnaldo
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2016, 62 : 166 - 191
  • [47] Potential for circular economy in household WEEE management
    Parajuly, Keshav
    Wenzel, Henrik
    [J]. JOURNAL OF CLEANER PRODUCTION, 2017, 151 : 272 - 285
  • [48] Operationalising IoT for reverse supply: the development of use-visibility measures
    Parry, Glenn C.
    Brax, Saara A.
    Maull, Roger S.
    Ng, Irene C. L.
    [J]. SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2016, 21 (02) : 228 - 244
  • [49] An integrated vendor-buyer model with quadratic demand under inspection policy and preservation technology
    Pervin, Magfura
    Roy, Sankar Kumar
    Weber, Gerhard-Wilhelm
    [J]. HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS, 2020, 49 (03): : 1168 - 1189
  • [50] AN INTEGRATED INVENTORY MODEL WITH VARIABLE HOLDING COST UNDER TWO LEVELS OF TRADE-CREDIT POLICY
    Pervin, Magfura
    Roy, Sankar Kumar
    Weber, Gerhard Wilhelm
    [J]. NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, 2018, 8 (02): : 169 - 191