Title :
A Web-Based Smart Inference System to Support Automated Generation of LCA Simulation Models
Author :
Minhas, Sarfraz Ul Haque ; Berger, Ulrich
Author_Institution :
BTU, Cottbus-Senftenberg, Germany
Abstract :
The decision on most eco-efficient production scheme for producing customized products is highly time consuming and error-prone as it depends on several factors most notably the geographical locations, legal requirements, materials characteristics and process related parameters. Furthermore, the planners must be experienced with the simulation tools as well as related terminologies, environmental laws and standards to conduct precise assessments. The limited functionalities of decision making tools as well as non-automated exchange of information and data, absence of environment related knowledge and non-standardized interfaces between the simulation tools and ERP/PLM systems make planners incapable of reaching quick decisions on eco-efficient choices. This paper proposes a web-based inference system seamlessly connected with the LCA simulation tools and legacy systems. The web-based software automatically analyzes the input on manufacturing alternatives to produce customized products and generates automatically the corresponding LCA simulation models. These models can be used inside LCA tools.
Keywords :
Internet; decision making; enterprise resource planning; environmental legislation; inference mechanisms; product customisation; product life cycle management; production engineering computing; ERP-PLM systems; LCA simulation tools; Web-based smart inference system; Web-based software; automated LCA simulation model generation; customized product manufacturing; decision making tools; eco-efficient production scheme; environment related knowledge; environmental laws; environmental standards; legacy systems; legal requirements; material characteristics; nonautomated data exchange; nonautomated information exchange; nonstandardized interfaces; precise assessments; process related parameters; Data models; Decision making; Decision support systems; Knowledge management; Manufacturing; Ontologies; Production; Decision Support System; Knowledge Management; Ontology; Semantic Web; Smart Inference System;
Conference_Titel :
System Sciences (HICSS), 2014 47th Hawaii International Conference on
Conference_Location :
Waikoloa, HI
DOI :
10.1109/HICSS.2014.109