复杂产品的战略生态设计图:面向环境设计的可视化

Strategic eco-design map of the complex products: toward visualisation of the design for environment

International Journal of Production Research · 2017
被引 37
ABS 3

中文导读

提出一种基于股市隐喻的可视化数据挖掘方法,通过聚类和可视化技术分析复杂产品的生态效率特征,帮助决策者同时处理生态设计属性和战略目标。

Abstract

With growing sustainability and environmental concerns regarding the products, decision-makers and business managers need to integrate sustainability into business strategies and support it via systematic business processes and decision support tools. With the integration of the eco-efficiency attributes to the product development, more data should be analysed in engineering design. This integration also increases the complexity of the design process due to the large volume of data processing and diversity of the different attributes and features of the products. In this paper, we used the stock market metaphor to develop a visual data mining approach to the strategic eco-design assessment of the complex products. We presented a fresh framework using clustering and visualisation techniques to analyse the eco-efficiency profile of the different modules, components and parts of a complex product, and provide an efficient data exploration tool for decision-makers to facilitate processing of eco-design attributes, and strategic objectives at the same time. An illustrative example is provided to show the procedure of the application and the effectiveness of the proposed approach.

生态设计数据可视化产品开发可持续发展聚类分析