| Title | Circular closed-loop supply chain network design considering 3D printing and PET bottle waste |
|---|---|
| ID_Doc | 22386 |
| Authors | Rajabi-Kafshgar, A; Seyedi, I; Tirkolaee, EB |
| Title | Circular closed-loop supply chain network design considering 3D printing and PET bottle waste |
| Year | 2024 |
| Published | |
| Abstract | One of the most critical pillars of Industry 4.0 (I4.0) is Additive Manufacturing (AM) or 3D Printing technology. This transformative technology has garnered substantial attention due to its capacity to streamline processes, save time, and enhance product quality. Simultaneously, environmental concerns are mounting, with the growing accumulation of plastic bottle waste, offering a potential source of recycled material for 3D printing. To thoroughly harness the potential of AM and address the challenge of plastic bottle waste, a robust supply chain network is essential. Such a network not only facilitates the reintegration of plastic bottle waste and 3D printing byproducts into the value chain but also delivers significant environmental, social, and economic benefits, aligning with the tenets of sustainable development and circular economy. To tackle this complex challenge, a Mixed-Integer Linear Programming (MILP) mathematical model is offered to configure a Closed-Loop Supply Chain (CLSC) network with a strong emphasis on circularity. Environmental considerations are integral, and the primary objective is to minimize the overall cost of the network. Three well-known metaheuristics of Simulated Annealing (SA), Genetic Algorithm (GA), and Particle Swarm Optimization (PSO) are employed to treat the problem which are also efficiently adjusted by the Taguchi design technique. The efficacy of our solution methods is appraised across various problem instances. The findings reveal that the developed model, in conjunction with the fine-tuned metaheuristics, successfully optimizes the configuration of the desired circular CLSC network. In conclusion, this research represents a significant step toward the establishment of a circular supply chain that combines the strengths of 3D printing technology and the repurposing of plastic bottle waste. This innovative approach holds promise for not only reducing waste and enhancing sustainability but also fostering economic and social well-being. |
Similar Articles
| ID | Score | Article |
|---|---|---|
27525
|
Santander, P; Sanchez, FAC; Boudaoud, H; Camargo, M Closed loop supply chain network for local and distributed plastic recycling for 3D printing: a MILP-based optimization approach(2020) | |
| 23195
|
Santander, P; Cruz, F; Boudaoud, H; Camargo, M 3D-Printing based distributed plastic recycling: A conceptual model for closed-loop supply chain design(2018) | |
| 32705
|
Valizadeh, J; Sadeh, E; Sabegh, ZA; Hafezalkotob, A Robust optimization model for sustainable supply chain for production and distribution of polyethylene pipe(2020)Journal Of Modelling In Management, 15, 4 | |
| 26382
|
Karunakaran, SK; Ramasamy, N; Anand, MD; Santhi, N Factor analysis of environmental effects in circular closed-loop supply chain network design and modelling under uncertainty in the manufacturing industry(2024)Environmental Quality Management, 34, 1 | |
| 3437
|
Chaudhari, US; Lin, YQ; Thompson, VS; Handler, RM; Pearce, JM; Caneba, G; Muhuri, P; Watkins, D; Shonnard, DR Systems Analysis Approach to Polyethylene Terephthalate and Olefin Plastics Supply Chains in the Circular Economy: A Review of Data Sets and Models(2021)Acs Sustainable Chemistry & Engineering, 9, 22 | |
| 9117
|
Accorsi, R; Manzini, R; Pini, C; Penazzi, S On the design of closed-loop networks for product life cycle management: Economic, environmental and geography considerations(2015) | |
| 2448
|
Al Rashid, A; Koç, M Additive manufacturing for sustainability and circular economy: needs, challenges, and opportunities for 3D printing of recycled polymeric waste(2023) | |
| 2986
|
Kassab, A; Al Nabhani, D; Mohanty, P; Pannier, C; Ayoub, GY Advancing Plastic Recycling: Challenges and Opportunities in the Integration of 3D Printing and Distributed Recycling for a Circular Economy(2023)Polymers, 15, 19 | |
| 72862
|
Seydanlou, P; Jolai, F; Tavakkoli-Moghaddam, R; Fathollahi-Fard, AM A multi-objective optimization framework for a sustainable closed-loop supply chain network in the olive industry: Hybrid meta-heuristic algorithms(2022) | |
| 20391
|
Rentizelas, A; Shpakova, A; Masek, O Designing an optimised supply network for sustainable conversion of waste agricultural plastics into higher value products(2018) |