NJIT eTD: The New Jersey Institute of Technology's electronic Theses & Dissertations
Title:
Optimal and intelligent decision making in sustainable development of electronic products
Author:
Gao, Meimei
Document Type:
Dissertation
Department:
Department of Electrical and Computer Engineering
Degree:
Doctor of Philosophy
Major:
Computer Engineering
Advisory Committee:
Zhou, MengChu
Caudill, Reggie J.
Ansari, Nirwan
Hou, Edwin
Tang, Ying
Thesis Date:
2003, August
Keywords:
Decision making
Fuzzy reasoning
Demanufacturing
Sustainable development
Petri nets
Availability:
Unrestricted
Abstract:

Increasing global population and consumption are causing declining natural and social systems. Multi-lifecycle engineering and sustainable development address these issues by integrating strategies for economic successes, environmental quality, and social equity. Based on multi-lifecycle engineering and sustainable development concepts, this doctoral dissertation aims to provide decision making approaches to growing a strong industrial economy while maintaining a clean, healthy environment. The research develops a methodology to complete both the disassembly leveling and bin assignment decisions in demanufacturing through balancing the disassembly efforts, value returns, and environmental impacts. The proposed method is successfully implemented into a demanufacturing module of a Multi-LifeCycle Assessment and Analysis tool. The methodology is illustrated by a computer product example.

Since products during the use stage may experience very different conditions, their external and internal status can vary significantly. These products, when coming to a demanufacturing facility, are often associated with incomplete/imprecise information, which complicates demanufacturing process decision making. In order to deal with uncertain information, this research proposes Fuzzy Reasoning Petri nets to model and reason knowledge-based systems and successfully applies them to demanufacturing process decision making to obtain the maximal End-of-Life (BOL) value from discarded products.

Besides the BOL management of products by means of product/material recovery to decrease environmental impacts, the concepts of design for environment and sustainable development are investigated. Based on Sustainability Target Method, a sensitivity analysis decision-making method is proposed. It provides a company with suggestions to improve its product’s sustainability in the most cost-effective manner.

Complete Thesis:
njit-etd2003-108 (153 pages ~ 6,235 KB pdf)
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Created July 1, 2004
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