Risk Assessment of Closed-Loop Supply Chain for Electronic Products Recycling and Reuse Based on Fuzzy BP Neural Network

LISS2019 ◽  
2020 ◽  
pp. 139-151
Author(s):  
Wei Shao ◽  
Zuqing Huang ◽  
Lianjie Jiang
Keyword(s):  
Neural Network ◽  
Risk Assessment ◽  
Supply Chain ◽  
Bp Neural Network ◽  
Closed Loop ◽  
Closed Loop Supply Chain ◽  
Electronic Products

scholarly journals The Complexity Uncertain Analysis about Three Differences Old and New Product Pricing Oligarch Retailers Closed-Loop Supply Chain

2014 ◽  
Vol 2014 ◽  
pp. 1-11 ◽  
Author(s):  
Junhai Ma ◽  
Bin Chen
Keyword(s):  
Supply Chain ◽  
Closed Loop ◽  
Reference Value ◽  
New Product ◽  
State Feedback Control ◽  
Closed Loop Supply Chain ◽  
Electronic Products ◽  
Product Pricing ◽  
The Stability ◽  
Feedback Control Strategy

This paper studied some realistic recycle fields at present in China, such as some daily machinery and equipment, electronic products, and plastic products. Under such circumstance, three oligarch retailers are a common situation. In this paper, we model and analyze the game of three oligarch retailers in a closed-loop supply chain. The stability of the Nash equilibrium, the bifurcation and chaos phenomenon of the recycling price and new product quantity when retailers change its adjustment speed, the profit trends of the three retailers, and the power spectrum are studied. At last, we used the parameter adjustment and the variable state feedback control strategy for chaos control, and the chaos of the system is delayed effectively. For closed-loop supply chain research, the conclusions of the numerical simulation in this paper not only have realistic guiding significance, but also have theoretical reference value.

scholarly journals The System Dynamics Model in Electronic Products Closed-Loop Supply Chain Distribution Network with Three-Way Recovery and the Old-for-New Policy

2016 ◽  
Vol 2016 ◽  
pp. 1-10 ◽  
Author(s):  
Xiao-qing Zhang ◽  
Xi-gang Yuan
Keyword(s):  
Supply Chain ◽  
System Dynamics ◽  
Closed Loop ◽  
Distribution Network ◽  
Bullwhip Effect ◽  
Raw Material ◽  
System Dynamics Model ◽  
Dynamics Model ◽  
Closed Loop Supply Chain ◽  
Electronic Products

With the technological developments and rapid changes in demand pattern, diverse varieties of electronic products are entering into the market with reduced lifecycle which leads to the environmental problems. The awareness of electronic products take-back and recovery has been increasing in electronic products supply chains. In this paper, we build a system dynamics model for electronic products closed-loop supply chain distribution network with the old-for-new policy and three electronic products recovery ways, namely, electronic products remanufacturing, electronic component reuse and remanufacturing, and electronic raw material recovery. In the simulation study, we investigate the significance of various factors including the old-for-new policy, collection and remanufacturing, their interactions and the type of their impact on bullwhip, and profitability through sensitivity analysis. Our results instruct that the old-for-new policy and three electronic products recovery ways can reduce the bullwhip effect in the retailers and the distributors and increases the profitability in the closed-loop supply chain distribution network.

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