Thesis (M.S.C.I.T.)--Regis University, Denver, Colo., 2005. / Title from PDF title page (viewed on Dec. 5, 2005). Includes bibliographical references.

Product lifecycles are complex heterogeneous systems. Applying control methods to lifecycles requires significant human capital. Additionally, measuring lifecycles relies primarily on domain expertise and estimates. Presented in this dissertation is a way to semantically represent a product lifecycle as a cyber-physical system for enabling the application of control methods to the lifecycle. Control requires a model and no models exist currently that integrate each phase of lifecycles. The contribution is an integration framework that brings all phases and systems of a lifecycle together. First presented is a conceptual framework and technology innovation. Next, linking product lifecycle data dynamical is described and then how that linked data could be certified and traced for trustworthiness. After that, discussion is focused how the trusted linked data could be combined with machine learning to drive applications throughout the product lifecycle. Last, a case study is provided that integrates the framework and technology. Integrating all of this would enable efficient and effective measurements of the lifecycle to support prognostic and diagnostic control of that lifecycle and related decisions. / Ph. D. / The manufacturing sector is on a precipice to disruptive change that will signifcantly alter the way industrial organizations think, communicate, and interact. Industry has been chasing the dream of integrating and linking data across the product lifecycle and enterprises for decades. However, inexpensive and easy to implement technologies to integrate the people, processes, and things across various enterprises are still not available to the entire value stream. Industry needs technologies that use cyber-physical infrastructures efectively and efciently to collect and analyze data and information across an enterprise instead of a single domain of expertise. Meeting key technical needs would save over $100 billion annually in emerging advanced manufacturing sectors in the US. By enabling a systems-thinking approach, signifcant economic opportunities can be achieved through an industrial shift from paper-based processes to a digitally enabled model-based enterprise via the digital thread. The novel contribution of this dissertation is a verifed and validated integration framework, using trusted linked-data, that brings all phases and systems of the product lifecycle together. A technology agnostic approach was pursued for dynamically generating links. A demonstration is presented as a reference implementation using currently available technology. Requirements, models, and policies were explored for enabling product-data trustworthiness. All methods were developed around open, consensus-based standards to increase the likelihood of scalability. The expected outcome of this work is efcient and efective measurements of the lifecycle to support data-driven methods, specifcally related to knowledge building, decision support, requirements management, and control of the entire product lifecycle.

To satisfy new market requirements, manufacturing industry has shifted from mass production that takes advantage of the scale of production, to quality management that optimizes the internal enterprise functions, to e-manufacturing era that leverage intellectual capital via collaborative innovation. In the same time, the product itself is becoming the most important asset for sustainable business success. Consequently, the effectiveness, efficiency and innovation for the development of the product across the whole product lifecycle are becoming key business factors for manufacturing enterprise to obtain competitive advantages for survival. To tackle such challenges, a new business model called collaborative product services in virtual enterprise is proposed in this paper. The architecture of this new model is developed based on the framework and the application of web service and process management for collaboration product service in virtual enterprise. Indeed, it is hoped that this architecture will lay the foundation for further research and development of effective product lifecycle management in virtually collaborative enterprise environment. / Singapore-MIT Alliance (SMA)

A new product progresses through a sequence of stages from its introduction in the market and its profitability, this sequence is known as the ¡§product life cycle (PLC).¡¨ However, before a product enter the market during the conceive phase, there are three major elements: product data conception, product data collaboration, and product data management. These elements allow a company to track product development through portfolio management and to maintain sales product configuration and market documentation through centralize database. The essence of product lifecycle management (PLM) helps a company increase product revenues through reduced design phase period and prototyping costs due to changes. Currently, the PLM uses a process-oriented model where its strategies are inefficient due to lack of comprehensive consideration and fast rate of change in market needs. As a result, resources are wasted and product competitiveness is affected when the entire process is altered. Thus, this research presents the architecture-oriented product lifecycle management model (AOPLMM) as a solution to deficiencies of the process-oriented model. The goal of AOPLMM is to establish product design development based on multi-needs of the market. Overall, AOPLMM is able to integrate design organization (such as requirement specification, intellectual property right, and green environmental design) and information system for product development knowledge in defining responsibilities of each division and collaboration among them. AOPLMM includes six fundamental diagrams: the ¡§architecture hierarchy diagram,¡¨ the ¡§framework diagram,¡¨ the ¡§component operation diagram,¡¨ the ¡§component connection diagram, the ¡§structure-behavior coalescence diagram,¡¨ and the ¡§interaction flow diagram.¡¨ To construct an efficient model through information management system has several advantages such as flexibility in product design, immediate response to market needs, simplification of product development, decline in enterprise cost, and increase in competitiveness. Therefore, an architecture-oriented model is the clear choice for product lifecycle management.

The genetic algorithm paradigm is a well-known heuristic for solving many problems in science and engineering in which candidate solutions, or “individuals”, are manipulated in ways analogous to biological evolution, to produce new solutions until one with the desired quality is found. As problem sizes increase, a natural question is how to exploit advances in distributed and parallel computing to speed up the execution of genetic algorithms. This thesis proposes a new distributed architecture for genetic algorithms, based on distributed storage of the individuals in a persistent pool. Processors extract individuals from the pool in order to perform the computations and then insert the resulting individuals back into the pool. Unlike previously proposed approaches, the new approach is tailored for distributed systems in which processors are loosely coupled, failure-prone and can run at different speeds. Proof-of-concept simulation results are presented for four benchmark functions and for a real-world Product Lifecycle Design problem. We have experimented with both the crash failure model and the Byzantine failure model. The results indicate that the approach can deliver improved performance due to the distribution and tolerates a large fraction of processor failures subject to both models.

As the consumption trend has shifted to personal uniqueness, the traditional mass production of a single product has already been replaced by a small amount of various production to match consumption pattern. To meet challenge imposed by the market, manufacturers must change tactics and methods in their R&D activities. Consumers have already taken the high-quality products or services for granted, hoping to obtain the desired products or services that as soon as possible. The manufacturer expects to push new products or services to the market earlier than the competitors¡¦ move in order to gain extra profit margins. Higher price can be sold for a product pushed earlier to the market than a later product with the similar function. The products that lag behind in the market introduction will suffer lower prices or no profit. The manufacturer always wants to clear out the stock of existing products to control costs, and attempts to introduce new products or new services with more new functions before followers do. The purpose is to dominate the market and let followers not to enjoy profit margins. So, how to speed up the products¡¦ lifecycle should be the goal for enterprises to pursue. Recently, each enterprise emphasizes the core competencies, keep and strengthen the strong abilities of enterprises, and conducts outsourcing the less competitive products to those companies that are familiar with related manufacturing technologies. In the process a new product is developed or the modification for the product design has taken place. Questions arise as to : (1) how to transmit information to the person who must know as soon as possible? (2) how to guarantee the product information that the research personnel receive is the correct edition? Collaborative Product Commerce between the organizations will encounter more difficulties and challenges than the Collaborative Product Commerce within the organization. And this subject has already become serious challenges in the supply chain. The products function has grown more complicated, and a lot of unconfirmed factors exist in the development of new products. While the project developed carries on, customers¡¦ requirement, manufacturing technology and restriction of engineering ability, and the restriction of the supplier's engineering ability, may all influence the new product engineering. So while the new product development project carries on, because of these changes they will cause design modification or manufacturing operation modification, in order to enable development of the products to maintain integrally, and reach the goal of the project. So how to use PLM system to coordinate with among different functional organization department, and to coordinate inter-organization project team members, have become the main issues of this thesis. For Semiconductor Industry, Taiwan is the most important manufacture area of the world, from IC design, wafer fabrication, wafer probing, IC packing and final test, etc. Taiwan has a entire and strong supply chains. Count according to Dataquest, the global semiconductor assembly and testing industry subcontractor, Taiwan got the 43.7% market share in 2005, nearly have about 30% of leading disparity with No. two U.S.A. with scale of 6,641 million dollars, it is obvious Taiwan is the leading status of the industry in the whole world. This research takes case A Company as an example, and compares the new product development procedure before PLM implementation and after, including the project workflow, data access, information sharing, knowledge sharing, decision making and information security, in order to offer a reference model for the manufacturing industry especially semiconductor assembly and testing industry of Taiwan to implement PLM System.

Esta investigación examinó el uso de rúbricas de ensamblaje, describiendo su evolución a partir de rúbricas de piezas, y estudió cómo afectan a la autoevaluación de los estudiantes. También se valoró la evaluación de los estudiantes por los instructores, encontrando que, mientras que las rúbricas de ensamblaje fueron parcialmente comprendidas y utilizadas de manera eficiente por los estudiantes, éstas fueron usadas con más éxito por los instructores. En esta investigación se han abordado estrategias diseñadas para mejorar la comunicación de la intención de diseño en modelos CAD, acrecentando así su calidad, con directrices dirigidas a evaluar su eficiencia. Es evidente que se necesitan métricas dirigidas hacia la instrucción de la intención de diseño, ya que la intención de diseño transferida a través de modelos CAD puede realizarse en tres etapas con criterios contradictorios que deben ser equilibrados para llegar a la mejor estrategia de modelado. La investigación ha incluido el desarrollo de un método de validación que demuestra que las rúbricas son dispositivos útiles para garantizar una comunicación consistente de la intención de diseño, y son fundamentales no sólo para evaluar, sino también para comunicar las expectativas del instructor. En esta investigación se examinó cómo definir claramente las cualidades de la intención de diseño para permitir una más fácil evaluación de un ensamblaje CAD. Para todas las dimensiones de la rúbrica, se encontró más concordancia y correlación entre instructores que entre instructores y estudiantes. Existe una correlación moderada/fuerte entre los instructores para las dimensiones de la validez, completitud, concisión y claridad, mientras que existe una ligera correlación para las dimensiones de consistencia e intención del diseño. En segundo lugar, las rúbricas también pueden ser descritas como estáticas o dinámicas. Las rúbricas estáticas, existen sólo en papel, no proporcionan retroalimentación inmediata al educando. Las rúbricas dinámicas realizan cálculos que proporcionan observaciones de evaluación inmediatas al usuario. Además, pueden adaptarse a situaciones específicas dependiendo de la capacidad del usuario. Las rúbricas electrónicas son ideales para rúbricas dinámicas, y permiten el uso y desarrollo de rúbricas adaptativas y adaptables, como se describe a continuación. En tercer lugar, las rúbricas deben ser adaptables lo que debería hacerlas fácilmente comprensibles y fáciles de usar, y adaptativas. Las rúbricas de evaluación se usan cuando un experto determina el progreso pedagógico de un educando, mientras que las rúbricas formativas son empleadas por los propios estudiantes, para trazar su progreso e identificar las deficiencias escolares para las que necesitan apoyo. Las rúbricas se deben refinar y mejorar de forma continuada, en un proceso iterativo y colaborativo, hasta que se alcance un acuerdo satisfactorio, tanto entre evaluadores como entre evaluadores y alumnos. Por ello, se desarrollaron mapas de aserciones que ilustran el modo en que la estrategia de expansión-contracción adapta las rúbricas al progreso del aprendiz de CAD, a la vez que ayudan a comprender las diferentes dimensiones de la rúbrica. Basándose en los experimentos con las rúbricas de ensamblajes, es evidente que las pequeñas diferencias entre los instructores sugieren que la rúbrica de ensamblajes propuesta es lo suficientemente sofisticada como para proporcionar una evaluación acumulativa imparcial del desempeño del alumno. En consecuencia, se puede afirmar con confianza que los evaluadores pueden usarse indistintamente sin sacrificar la precisión. Sin embargo, la rúbrica de ensamblaje posee una eficacia finita para producir una autoevaluación formativa de las habilidades de ensamblaje CAD para nuevos alumnos. / This research examined the use of assembly rubrics, described how they evolved from parts rubrics, and studied how they affect student self-evaluation. Instructor assessment of students was also evaluated, finding that while the assembly rubrics were partially understood and effectively used by the students, they were more successfully utilized by the instructors. Strategies designed to improve design intent communication in CAD models, in order to enhance their quality, with guidelines targeted to evaluate efficiency, have been addressed with this research. It is apparent that metrics directed toward the instruction of design intent are needed, since design intent transferred through CAD models can be performed at three stages with competing tradeoffs that must be balanced to arrive at the best modeling strategy. Research included the development of a validation approach that reflects that rubrics are valuable devices to expedite consistent design intent communication, and are vital not only for evaluation, but also for the communication of instructor expectations. This research examined how to clearly define qualities of design intent to enable easier CAD assembly assessment. It has been found that there is more inter-rater agreement and correlation between instructors than between instructors and students, for all rubric dimensions. There is strong to moderate correlation between instructors for the dimensions of validity, completeness, conciseness, and clarity, while slight correlation exists for the dimensions of consistency and design intent. Secondly, rubrics can also be described as being either static or dynamic. Static rubrics, existing in paper form only, do not provide immediate feedback to the learner. Dynamic rubrics perform calculations that provide immediate evaluative observations to the user. Besides, they can be independently adapted to specific situations depending on the capability of the user. Electronic rubrics are ideally suited for dynamic rubrics, and permit the use and development of both adaptable and adaptive rubrics, as described next. Thirdly, rubrics need to be adaptable which should make them easily understood and user-friendly, and adaptive (rubric can change itself, depending on the usage pattern). Evaluative rubrics are used when an expert determines the pedagogical progress of a learner, while formative rubrics are employed by the learners themselves, in order to chart their progress and identify scholastic deficiencies that are in need of remediation. Rubrics must be continually refined and improved, in an iterative, collaborative process, until satisfactory agreement is attained, both between raters, but also between raters and learners. Thus, assertions maps were developed, illustrating how the expand-contract strategy adapts the rubrics to CAD trainee progress, while assisting the understanding of the different rubric dimensions. Based on the assembly rubric experiments, it is apparent that the small differences between instructors suggests that the proposed assemblies rubric is sufficiently sophisticated to furnish an unbiased accumulative assessment of student performance. Accordingly, it can be confidently stated that raters can be used interchangeably without sacrificing accuracy. However, the assembly rubric possesses finite efficacy to produce formative self-evaluation of CAD assembly skills for new learners. / Aquesta investigació examinà l'ús de rúbriques de acoblament, descrivint la seua evolució a partir de rúbriques de peces, i estudià cóm afecten a la autoavaluació dels estudiants. També es va valorar la avaluació dels estudiants per els instructors, trobant que, mentre que les rúbriques de acoblament van ser parcialment compreses i fetes servir de manera eficient per els estudiants, van ser usades amb mes èxit per els instructors. En aquesta investigació s'han abordat estrategues dissenyades per a millorar la comunicació de la intenció de disseny en models CAD, creixentat així la seua qualitat, amb directrius dirigides a avaluar la seua eficiència. Es evident que es necessiten mètriques dirigides cap a la instrucció de la intenció de disseny, ja que la intenció de disseny transferida a través de models CAD pot realitzar-se en tres etapes amb criteris contradictoris que deuen ser equilibrats per a arribar a la millor estratègia de modelatge. La investigació ha inclòs el desenvolupament de un mètode de validació que demostra que las rúbriques son dispositius útils per a garantir una comunicació consistent de la intenció de disseny, i son fonamentals no només per a avaluar, però també per a comunicar les expectatives de l'instructor. En aquesta investigació s'examinà com definir clarament les qualitats de la intenció de disseny per a permetre una mes fàcil avaluació de un acoblament CAD. Per a totes les dimensions de la rúbrica, es va trobar mes concordança i correlació entre instructors que no pas entre instructors i estudiants. Existeix una correlació moderada/fort entre els instructors per a les dimensions de la validesa, completesa, concisió i claredat, mentre que existeix una lleugera correlació per a les dimensions de consistència i intenció del disseny. En segon lloc, les rúbriques també poden ser descrites com estàtiques o dinàmiques. Les rúbriques estàtiques, existeixen sòls en paper, no proporcionen retroalimentació immediata a l'educand. Les rúbriques dinàmiques realitzen càlculs que proporcionen observacions de avaluació immediates al usuari. A mes, poden adaptar-se a situacions específiques dependent de la capacitat de l'usuari. Les rúbriques electròniques son ideals per a rúbriques dinàmiques, i permeten l'ús i desenvolupament de rúbriques adaptatives i adaptables, como es descriu a continuació. En tercer lloc, les rúbriques deuen ser adaptables, el que deuria ferles fàcilment comprensibles i fàcils d'usar, i adaptatives. Les rúbriques d'avaluació se usen quant un expert determina el progrés pedagògic de un educand, mentre que les rúbriques formatives son fetes servir per els propis estudiants, per a traçar el seu progrés i identificar les deficiències escolars para a les que necessiten suport. Les rúbriques es deuen refinar i millorar de forma continuada, en un procés iteratiu i col·laboratori, fins que se arriba a un acord satisfactori, tant entre avaluadors como entre avaluadors i alumnes. Por això, es desenvoluparen mapes de assercions que il·lustren el mode en que la estratègia de expansió-contracció adapta les rúbriques al progres del aprenent de CAD, a la vegada que ajuden a comprendre les diferents dimensions de la rúbrica. Basant-se en els experiments amb les rúbriques de acoblaments, es evident que les xicotetes diferencies entre els instructors suggereixen que la rúbrica de acoblaments proposta es lo suficientment sofisticada com per a proporcionar una avaluació acumulativa imparcial del acompliment de l'alumne. En conseqüència, es pot afirmar amb confiança que els avaluadors poden usar-se indistintament sense sacrificar la precisió. No obstant, la rúbrica de acoblaments posseeix una eficàcia finita per a produir una autoavaluació formativa de les habilitats de acoblament CAD per a nous alumnes. / Otey, JM. (2017). A Contribution to Conveying Quality Criteria in Mechanical CAD Models and Assemblies through Rubrics and Comprehensive Design Intent Quantification [Tesis doctoral no publicada]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/94627 / TESIS

<p>  </p> <p>Product Lifecycle Management (PLM) is a well-known strategy used to improve business and manufacturing operations. Even with the attractive benefits it can provide, many companies struggle to successfully implement PLM solutions. This study proposes that this is due to a lack of knowledge on the critical barriers that affect the implementation of PLM solutions, and that reliance on the opinions of PLM professionals alone are not enough to create a successful implementation plan. This study addresses these issues with following research questions, what are the barriers to PLM implementation and is there a difference between those identified in literature and those confirmed by professionals, is there a difference between barrier impact rankings, based on professional opinion and those determined utilizing the DEMATEL method, and what are the critical barriers determined using the DEMATEL method supplemented by the MMDE algorithm? To answer these questions a series of two surveys were sent out to professionals in the PLM space with experience working on PLM implementation projects. The first of the two surveys was used to confirm the barriers that exist within the PLM implementation process. The second of the two surveys was used to gather information on the perceived impact of barriers and the causal relationships between barriers in the form of relationship matrices. To analyze these matrices the DEMATEL method supplemented by the MMDE algorithm was used.</p> <p>This study did not intend to provide absolute solutions to the critical barriers identified in this study, rather it intended to increase the success rate of PLM implementations by, confirming the barriers identified in the literature, providing information on the relationships between the barriers to PLM solution implementation and determine which of the barriers can be considered critical. Following these results of this study, the DEMATEL analysis method may supplement existing PLM implementation frameworks allowing companies to identify the critical barriers to implementation, allowing for better allocation of resources and ultimately a more successful PLM implementation. </p>

De modo geral, há pouca informação disponível aos gestores para orientá-los tanto sobre o desenvolvimento de um Sistema de Medição de Desempenho (SMD) quanto à adequabilidade do SMD atual. Já Product Lifecycle Management (PLM) é uma abordagem para a gestão integrada das informações e dos processos de negócio para todas as fases da vida de um produto. A fim de compreender todas as fases da vida de um produto e, de forma consistente, considerar a abordagem PLM, as empresas estão tentando incorporar indicadores de desempenho de sustentabilidade em seus SMDs. O presente trabalho possui por objetivo propor um framework para o desenvolvimento de um SMD para a abordagem PLM com ênfase na sua aplicação prática, compreendendo as seguintes características: um procedimento com a descrição dos seus passos; um conjunto de ferramentas como formulários para apoiar o procedimento; uma lista de indicadores de desempenho de prática seleção dos indicadores na aplicação do framework, relacionados com PLM e sustentabilidade. Esta pesquisa adota a metodologia de pesquisa em design, como a abordagem mais ampla, na qual a proposta do framework é sintetizada da literatura e posteriormente aplicada e aperfeiçoada à medida que se conduzia uma pesquisa-ação. As principais contribuições consistem em possibilitar o diagnóstico do SMD atual da empresa assim como o seu nível de maturidade e selecionar indicadores com base em uma lista previamente sistematiza, para facilitar essa escolha. Finalmente, mostra-se que é possível incorporar indicadores de desempenho de sustentabilidade nos SMDs atuais da empresa para abordagem PLM, desde que existam stakeholders interessados em estabelecer objetivos estratégicos para a sustentabilidade. / Usually there is little information available to managers to guide them on either the development of a Performance Measurement System (PMS) or the uptade of the current PMS. Product Lifecycle Management (PLM) is an integrated approach to information management and business processes for all stages of life of a product. Further, in order to fully address all phases of a products life and consistently support consider the PLM; companies are trying to incorporate sustainability performance indicators into their PMS. Thus, this work aims at proposing a framework to develop a PMS for the PLM approach with an emphasis on practical application, comprising the following characteristics: a procedure containing steps and a set of tools such as forms to support them; a list of performance indicators PLM and sustainability to enable the selection of indicators. This research adopts the design research methodology, as the broader approach, in which the proposed framework is synthesized from literature and then applied and improved during an action research. The highlights of the framework are the diagnosis of the current SMD company as well as their level of maturity of the PMS and the selection of performance indicators through a list. Finally, this work indicates that is possible to incorporate sustainability performance indicators into the PMS for the PLM approach as long as there stakeholder interested in establishing strategic objectives for sustainability.

De modo geral, há pouca informação disponível aos gestores para orientá-los tanto sobre o desenvolvimento de um Sistema de Medição de Desempenho (SMD) quanto à adequabilidade do SMD atual. Já Product Lifecycle Management (PLM) é uma abordagem para a gestão integrada das informações e dos processos de negócio para todas as fases da vida de um produto. A fim de compreender todas as fases da vida de um produto e, de forma consistente, considerar a abordagem PLM, as empresas estão tentando incorporar indicadores de desempenho de sustentabilidade em seus SMDs. O presente trabalho possui por objetivo propor um framework para o desenvolvimento de um SMD para a abordagem PLM com ênfase na sua aplicação prática, compreendendo as seguintes características: um procedimento com a descrição dos seus passos; um conjunto de ferramentas como formulários para apoiar o procedimento; uma lista de indicadores de desempenho de prática seleção dos indicadores na aplicação do framework, relacionados com PLM e sustentabilidade. Esta pesquisa adota a metodologia de pesquisa em design, como a abordagem mais ampla, na qual a proposta do framework é sintetizada da literatura e posteriormente aplicada e aperfeiçoada à medida que se conduzia uma pesquisa-ação. As principais contribuições consistem em possibilitar o diagnóstico do SMD atual da empresa assim como o seu nível de maturidade e selecionar indicadores com base em uma lista previamente sistematiza, para facilitar essa escolha. Finalmente, mostra-se que é possível incorporar indicadores de desempenho de sustentabilidade nos SMDs atuais da empresa para abordagem PLM, desde que existam stakeholders interessados em estabelecer objetivos estratégicos para a sustentabilidade. / Usually there is little information available to managers to guide them on either the development of a Performance Measurement System (PMS) or the uptade of the current PMS. Product Lifecycle Management (PLM) is an integrated approach to information management and business processes for all stages of life of a product. Further, in order to fully address all phases of a products life and consistently support consider the PLM; companies are trying to incorporate sustainability performance indicators into their PMS. Thus, this work aims at proposing a framework to develop a PMS for the PLM approach with an emphasis on practical application, comprising the following characteristics: a procedure containing steps and a set of tools such as forms to support them; a list of performance indicators PLM and sustainability to enable the selection of indicators. This research adopts the design research methodology, as the broader approach, in which the proposed framework is synthesized from literature and then applied and improved during an action research. The highlights of the framework are the diagnosis of the current SMD company as well as their level of maturity of the PMS and the selection of performance indicators through a list. Finally, this work indicates that is possible to incorporate sustainability performance indicators into the PMS for the PLM approach as long as there stakeholder interested in establishing strategic objectives for sustainability.