THESIS
2019
xiv, 163 pages : illustrations ; 30 cm
Abstract
Chemical processing industry has been expanding its focus from primarily business-to-business
products (B2B) to business-to-consumer (B2C) products. The production of B2B products
generally emphasizes on process design and optimization, whereas the production of B2C products
focuses on product quality, ingredient selection, and product structure. Product pricing, costing,
and competitive analysis must be considered as well. By far, these considerations have already been
accounted for in the Grand Product Design Model, which consists of a process model, a property
model, a quality model, a cost model, a pricing model, an economic model.
1,2 Despite the advances
of the previous Grand Product Design Model, many issues have still not been fully understood and
incorporated into. Thus,...[
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Chemical processing industry has been expanding its focus from primarily business-to-business
products (B2B) to business-to-consumer (B2C) products. The production of B2B products
generally emphasizes on process design and optimization, whereas the production of B2C products
focuses on product quality, ingredient selection, and product structure. Product pricing, costing,
and competitive analysis must be considered as well. By far, these considerations have already been
accounted for in the Grand Product Design Model, which consists of a process model, a property
model, a quality model, a cost model, a pricing model, an economic model.
1,2 Despite the advances
of the previous Grand Product Design Model, many issues have still not been fully understood and
incorporated into. Thus, another evolvements and improvements are highly desired to further
improve the previous Grand Product Design Model and thus promote the efficiency of new product
development. In this thesis, the influences of the business and management issues (i.e., government
policy, corporate social responsibility, supply chain, sustainability, and human senses) on product
design and development are concerned.
Four extensions on the Grand Product Design Model have been explicitly made. In Chapter 2,
the impact of government policy on company profit and corporate social responsibility is studied.
The interactions of government-company-consumer are elaborated and a multi-objective
optimization framework is proposed to account for these interactions. In Chapter 3, an integrative
design procedure is developed where two important issues in supply chain (i.e., make-or-buy
analysis and supplier selection) are explicitly incorporated into product design for generating more
profitable products. In Chapter 4, product sustainability is concerned. A systematic framework is
proposed for sustainable chemical product design where life cycle sustainability, rule-based
methods, and general sustainable product design principles and knowledge are properly integrated.
In Chapter 5, the Grand Product Design model is expanded as a generic approach to food product
design where the influence of human senses on food quality is considered. A hybrid machine
learning and mechanistic modeling approach, formulated as a grey-box optimization problem, is
proposed to expedite new food product design. Finally, Chapter 6 summarizes the major
contributions and the future work.
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