Agent Based Simulation Optimization of Waste Electrical and Electronics Equipment Recovery

被引:14
|
作者
Mashhadi, Ardeshir Raihanian [1 ]
Behdad, Sara [2 ]
Zhuang, Jun [3 ]
机构
[1] SUNY Buffalo, Dept Mech & Aerosp Engn, Buffalo, NY 14260 USA
[2] SUNY Buffalo, Dept Mech & Aerosp Engn, Ind & Syst Engn Dept, Buffalo, NY 14260 USA
[3] SUNY Buffalo, Ind & Syst Engn Dept, Buffalo, NY 14260 USA
基金
美国国家科学基金会;
关键词
FUTURE OUTFLOWS; BEHAVIOR; WILLINGNESS; QUANTITIES; GENERATION; RESIDENTS; QUALITY; SYSTEMS; MODEL;
D O I
10.1115/1.4034159
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The profitability of electronic waste (e-waste) recovery operations is quite challenging due to various sources of uncertainties in the quantity, quality, and timing of returns originating from consumers' behavior. The cloud-based remanufacturing concept, data collection, and information tracking technologies seem promising solutions toward the proper collection and recovery of product life cycle data under uncertainty. A comprehensive model that takes every aspect of recovery systems into account will help policy makers perform better decisions over a planning horizon. The objective of this study is to develop an agent based simulation (ABS) framework to model the overall product take-back and recovery system based on the product identity data available through cloud-based remanufacturing infrastructure. Sociodemographic properties of the consumers, attributes of the take-back programs, specific characteristics of the recovery process, and product life cycle information have all been considered to capture the optimum buy-back price (bbp) proposed for a product with the aim of controlling the timing and quality of incoming used products to collection sites for recovery. A numerical example of an electronic product take-back system and a simulation-based optimization are provided to illustrate the application of the model.
引用
收藏
页数:11
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