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Supporting mobile WEEE collection on demand: A method for multi-criteria vehicle routing, loading and cost
Piotr Nowakowski1, Aleksander Król1, Bogna Mrówczyńska1
1Silesian University of Technology, Faculty of Transport, Poland.
This study presents a cost-efficient model for collecting waste electrical and electronic equipment (WEEE) on demand. The optimized system improves collection efficiency, reduces costs, and enhances resident satisfaction with timely WEEE pickups.
Area of Science:
- Environmental Science and Management
- Operations Research
- Circular Economy
Background:
- Increasing collection rates of waste electrical and electronic equipment (WEEE) is a global challenge, particularly in the EU with new directive targets.
- The shift towards a circular economy prioritizes resource recycling in waste management policy.
- Emerging WEEE collection systems offer opportunities for improved efficiency and environmental benefits.
Purpose of the Study:
- To develop a cost-efficient, multi-criteria model for on-demand mobile WEEE collection from residents and EEE stores.
- To optimize vehicle routing, fleet selection, and WEEE loading for collection companies.
- To ensure timely waste equipment pickup and enhance resident satisfaction.
Main Methods:
- A novel model for mobile WEEE collection utilizing a multi-criteria approach.
- Optimization of vehicle routes and selection from a heterogeneous fleet, incorporating the WEEE loading problem.
- Application of genetic algorithms and fuzzy logic for optimizing costs and resources.
Main Results:
- The proposed model effectively optimizes operational costs, vehicle fleet utilization, and waste loading.
- Demonstrated ability to ensure timely WEEE pickup, leading to increased resident satisfaction.
- Successful verification through a case study in Opole, Poland, indicating scalability to large cities.
Conclusions:
- The developed model provides a robust solution for optimizing WEEE collection logistics.
- The algorithm facilitates the design of software and mobile applications for WEEE collection companies.
- Implementation of this system can significantly improve WEEE collection efficiency and support circular economy goals.
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