This paper analyzes a pro-forma economic market and supply chain system for the reuse of a lignocellulose (brewer's spent grain) in an industrial biotechnology environment. An extant literature review was conducted, followed by a technical analysis of BSG, and the development of a supply chain system and economic market analysis based upon a participant brewing company and industry experts. In this paper, it was found that, even with the potential for future improvements in the conversion of brewer's spent grain (BSG) from an efficiency standpoint, this industrial residual is supply chain prohibitive as a biofeedstock in comparison to other lignocellulose materials, therefore, centralized market relationships would not be advantageous for sellers and buyers. Future research should consider the viability of centralized supply chain structures for alternatives that may exist as future bio-feedstocks.

PurposeMass customization has yet to fulfill its original purpose as established by marketing researchers to become an alternative to mass production, largely due to its inability to achieve mass market levels of efficiency. The purpose of this study is to survey consumer's perceptions, willingness and capabilities of participating in a mass customization system, and understand the implications of its findings related to an alternative production system, generative customization.Design/methodology/approachAfter an extensive literature review of mass customization, consumer behavior, complex adaptive systems and generative design, a survey was conducted across US and Swedish consumers relative to their willingness and perceptions regarding mass customization, with hypotheses based upon extant research standards.FindingsThe survey results found that consumers are ambivalent toward mass customization in mass markets, and a conceptual alternative (generative customization) appears to achieve, at least conceptually, the necessary objectives relative to product design conceptualization and fulfillment that mass customization cannot achieve.Research limitations/implicationsA lack of significant findings from extant research regarding consumer perceptions and tolerances regarding mass customization in mass markets is a limitation to this study. The discussion of a new concept (generative customization) as a viable alternative to mass customization as a result of the survey findings needs to be validated empirically in future research.Originality/valueThe paper empirically validates a definition of mass customization as a complementary rather than an alternative to mass production. It also introduces and develops the concept of generative customization as viable alternative to mass production, albeit one that must be empirically validated in future research.

PurposeThe purpose of this paper is to address the problem in research of a lack of a holistic conceptual framework related to incremental and discontinuous innovation. Too often, the term “innovation” is used without an understanding of how it can be applied in a product design and supply chain fulfillment system. In this study, the goal is to develop a holistic “innovation continuum” to treat innovation as a complex adaptive system (CAS).Design/methodology/approachA comprehensive literature review was conducted, and from it, four propositions and a conceptual framework were developed.FindingsThe authors determined that an “innovation continuum” can be established through the use of a complex adaptive system. Two, incremental innovation is determined to possess adaptive qualities, and can be enhanced through the use of collaboration and evolutionary algorithms. Three, discontinuous innovation is established as a creative process enabled through expert designers, and improved through the use of generative design. Next, a supply chain system for incremental innovation can be assisted by the use of adaptive systems, but it is not proven that a generative customization system (for discontinuous innovation) can be improved through the use of a CAS.Originality/valueThe paper has established an “innovation continuum” linking incremental and discontinuous innovation within one holistic system. It establishes the use of evolutionary algorithms to improve the viability of incremental innovation, and generative design for discontinuous innovation. Finally, the concept of generative customization as an end to end product design and supply chain fulfillment solution for discontinuous innovation is established.

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