Paper Title:
Risk Assessment for Remanufacturing System Based on Neural Network
  Abstract

To provide referenced risk assessment model for implementing remanufacturing program in enterprise, a set of evaluating indicators was proposed according to the characteristics of the remanufacturing program’s life cycle, which includes acquisition, assessment, disassembly, reproducing and reprocessing phases; And Back Propagation neural network (BPNN) was applied to measure the risk of the remanufacturing system as evaluating method; In addition, the influence of the evaluating indicators on the output was calculated by the Relationship Function between the networked weights, so the key indicators can be found out. The risk assessment model is trained by five samples obtained from the Internet, and is verified by the case of one machining tools company.

  Info
Periodical
Advanced Materials Research (Volumes 204-210)
Edited by
Helen Zhang, Gang Shen and David Jin
Pages
1382-1385
DOI
10.4028/www.scientific.net/AMR.204-210.1382
Citation
Q. L. Wang, C. B. Li, "Risk Assessment for Remanufacturing System Based on Neural Network", Advanced Materials Research, Vols. 204-210, pp. 1382-1385, 2011
Online since
February 2011
Export
Price
$32.00
Share

In order to see related information, you need to Login.

In order to see related information, you need to Login.

Authors: Tao Liu, Hai Hong Huang, Zhi Feng Liu, Guang Fu Liu
Abstract:The product life cycle energy consumption model was established considering the impact of remanufacturing on the product lifecycle, and the...
729
Authors: Ju Kun Yao, Sheng Zhu, Pei Zhi Cui
Chapter 1: Advanced Design Technology
Abstract:Design for remanufacturing is an important content of remanufacturing engineering, and the remanufacturability of product is mainly...
18
Authors: Zi Qiang Zhou, Han Mo Tan, Guo Hong Dai
Chapter 8: Waste Disposal and Recycling
Abstract:With rapid increasing of the vehicle population of China, The treatment of End-of-life Vehicle (ELV) becomes a serious social problem....
3450
Authors: Juan Li
Chapter 9: Engineering Education, Engineering Management, Products Design and Manufacture Management
Abstract:Aiming at the problem of continuous quality improvement of remanufacturing industry, a integrated quality architecture of remanufacturing...
2148