Application of neural network on environmental impact assessment tools. (3rd July 2008)

• Record Type: Journal Article
• Authors: Li, Jianzhi; Wu, Zhenhua; Zhang, Hong-Chao
• Is Part Of: International journal of sustainable manufacturing. Volume 1 Number 1/2(2008)
• Page Start: 100
• Page End: 121
• Publication Date: 2008-07-03
• Subjects: life cycle analysis -- LCA -- environmental impact assessment -- artificial neural networks -- ANN -- product analysis -- sustainable manufacturing -- electronic components -- computer systems -- recycling; Sustainable design -- Periodicals; Design, Industrial -- Environmental aspects -- Periodicals; Sustainable engineering -- Periodicals; 745.2
• Languages: English
• ISSNs: 1742-7223

Abstract

Intended to provide an applicable evaluation methodology for product environmental impacts, this paper presents a survey of the current Environment Impact Assessment (EIA) methodologies. As a proposed remedy for existing tools, an Artificial Neural Network (ANN) approach is developed to estimate the missing data. To provide updated Life Cycle Assessment (LCA) information for major components used in the electronic industry, a detailed analysis of two recent delivered computer systems are provided in the paper using the ANN approach. This paper also discusses incorporation of recycling scenarios in the LCA for electronic products.