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A MODEL-BASED VISUAL INSPECTION SYSTEM FOR CRITICAL BOTTLE DIMENSIONAL MEASUREMENTSJiwei Zhou (11999855) 13 April 2023 (has links)
<p>Manufacturers have begun to adopt advanced digital methods and tools to release higher-quality products more quickly at a lower cost. Model-based technologies and Visual/Vision Inspection System (VIS) are two representative approaches and are trends to facilitate manufacturers’ digitalization. With model-based technologies, manufacturers can define digital product requirements and specifications as the primary data source for all engineering activities during the entire product lifecycle, including design, manufacturing, and inspection, rather than relying on traditional paper-based documents. Moreover, the manufacturers can improve product defect detection efficiency and reduce labor requirements by implementing a VIS without artificial visual inspection in their inspection process. Traditionally, inspectors rely heavily on information from 2D engineering drawings to inspect manufactured products with/without a VIS. This inspection process is out of the model-based context, hindering manufacturers from transiting paper-based to model-based processes.</p>
<p>To answer the question of how we can adapt a VIS to support model-based inspection, the author selected a developmental research methodology to address the research gap of model-based visual inspection. An image-based Model-Based Visual Inspection System (MBVIS) framework integrating Model-Based Definition (MBD) and VIS applications was proposed to demonstrate the process of utilizing the Geometric Dimensioning and Tolerancing (GD&T) information from the MBD dataset and driving the VIS to measure physical targets. A plastic bottle with a high dimensional standard obtained from a plastic bottle manufacturer was chosen to evaluate the proposed system’s performance in extracting GD&T information from the MBD dataset and measuring relevant critical bottle dimensions. </p>
<p>The interchangeability of the proposed MBVIS with a commercial VIS from the partner bottle company in measuring critical bottle dimensions was proven by conducting the Bland and Altman (B&A) analysis and other statistical analyses in this research. Moreover, two other customized tests were run to understand the effectiveness of the GD&T extraction and measurement result output processes within the MBVIS framework. The results indicated that both processes were reliable in extracting GD&T information and exporting measurement results.</p>
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As contaminações da carne bovina e a associação com as características do sistema de inspeção sanitária do RS: uma análise de regressão de contagem multinívelRodrigues, Daniel 25 September 2013 (has links)
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Previous issue date: 2013-09-25 / Nenhuma / Atualmente, os casos de interrupção na cadeia de suprimentos da carne bovina no Brasil estão relacionados, principalmente, aos eventos de contaminação. Embora a maioria das fontes de contaminação estejam vinculadas ao campo (subsistema produção), é nas indústrias frigoríficas (subsistema industrialização) que estão inseridas as condições teoricamente mais adequadas para o efetivo controle desses eventos. Por esse motivo, em termos de importância na cadeia de suprimentos, o subsistema industrialização pode ser considerado o elo que mais impacta para a sanidade e qualidade do produto final. Esta pesquisa tem como objetivo analisar como as características do sistema de inspeção sanitária estão associadas à detecção dos casos de contaminação na cadeia de suprimentos da carne bovina. A amostra é composta por 103 estabelecimentos frigoríficos, certificados com o selo de inspeção estadual, e por 19 Unidades Regionais de Inspeção (SRA) do Rio Grande do Sul. Para análise estatística, a técnica utilizada foi a análise de regressão de contagem multinível, sendo um dos fatores relevantes para a escolha a preservação dos níveis hierárquicos dos dados. Ao que se refere à SRA, os resultados apontaram a influência de variáveis como o número de Empresas Atendidas, Recursos Internos e o Coeficiente de Variação de Abates nos casos de contaminação detectados. No âmbito da Empresa, os resultados apontaram que o porte, definido a partir do número de Animais Abatidos, apresentou relação com os casos de contaminação verificados. Nos testes de interação entre as variáveis dos diferentes níveis, Animais Abatidos (nível Empresa) apresentou uma interação considerada significativa com a variável de segundo nível Recursos Internos (nível SRA). À luz da Teoria Institucional, confirmou-se o papel do Estado como uma importante força de coerção do ambiente (isomorfismo regulativo) que pressiona as empresas para que se tornem mais homogêneas, principalmente, nas operações de abate e ratifica que as profissões (isomorfismo normativo), através do Médico Veterinário e Auxiliar de Inspeção, também constitui-se em uma importante força do ambiente que induz os estabelecimentos frigoríficos a se assemelharem. Nas Implicações gerenciais os resultados indicam que o Sistema de Inspeção Sanitária possui uma considerável associação com os eventos de Contaminação de Detectados, principalmente, por fatores como a estrutura interna da Unidade Regional, a capacidade e quantidade de atendimentos suportada, e as condições estruturais das empresas atendidas. / Nowadays, the cases of interruption at the beef supplying chain in Brazil, are connected, mainly, to the events of contamination. Although the majority of contamination sources are linked to the country area (subsystem production), it is inside the industries (subsystem industrialization) that are inserted the conditions, more appropriated, theoretically, to the effective control in these events. For that reason, related to the importance at the supplying chain, the subsystem industrialization can be considered the linking that causes more impact to the sanity and quality of the final product. This research aimed to analyze how the characteristics of the Sanitary Inspection System are linked to the detection of contamination cases at the beef supply chain. The sample is composed by 103 cold-store buildings, certificated with the state inspection stamp, and by 19 Regional Units of Inspection in Rio Grande do Sul. To statistical analyzes, the used technique was the regression analysis at multilevel counting, being one of the most relevant facts to the choice the preservation of hierarchic levels of data. Related to the Sanitary Inspection System, the results point to the influence of aspects as the number of Considered Companies, Inner Resources and the Coefficient of Variation of Slaughtering at the cases of detected contamination. Related to the Company, the results point to the transport, defined from the number of animals slaughtered, presented relation to the cases of contamination detected. In the tests of interaction between the variables of different levels, Animals Slaughtered (Company level) showed an interaction considered meaningful with a variable of second level of the Inner Resources (Resources level). To the light of Institutional Theory, it was confirmed the rule of the State as an important force of coercion of the environment (regulative isomorphism) that pressures the companies so that they become more homogeneous, mainly, in the operations of slaughtering and it ratifies that the professions (normative isomorphism), through the Veterinarian and Assistant of Inspection, also consists in an important force of the environment that induces the packing plants to be similar. In the management implications, the results indicate that the System of Sanitary Inspection has a considerable association with the Detected events of Contamination, mainly, for factors as the internal structure of the 8 Regional Unit, the capacity and amount of supported requests, and the structural conditions of attended companies.
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