Um sistema para a inferência de variáveis usando redes neurais artificiais

This work aims to obtain a low-cost virtual sensor to estimate the quality of LPG. For the acquisition of data from a distillation tower, software HYSYS ® was used to simulate chemical processes. These data will be used for training and validation of an Artificial Neural Network (ANN). This network will aim to estimate from available simulated variables such as temperature, pressure and discharge flow of a distillation tower, the mole fraction of pentane present in LPG. Thus, allowing a better control of product quality

Desenvolvimento de metodologias analíticas alternativas por cromatografia gasosa para análise de biodiesel

Since the beginning of the National Program for Production and Use of Biodiesel in Brazil, in 2004, different raw materials were evaluated for biodiesel production, trying to combine the agricultural diversity of the country to the desire to reduce production coasts. To determine the chemical composition of biodiesel produced from common vegetables oils, international methods have been used widely in Brazil. However, for analyzing biodiesel samples produced from some alternative raw materials analytical problems have been detected. That was the case of biodiesel from castor oil. Due the need to overcome these problems, new methodologies were developed using different chromatographic columns, standards and quantitative methods. The priority was simplifying the equipment configuration, realizing faster analyses, reducing the costs and facilitating the routine of biodiesel research and production laboratories. For quantifying free glycerin, the ethylene glycol was used in instead of 1,2,4-butanetriol, without loss of quality results. The ethylene glycol is a cheaper and easier standard. For methanol analyses the headspace was not used and the cost of the equipment used was lower. A detailed determination of the esters helped the deeper knowledge of the biodiesel composition. The report of the experiments and conclusions of the research that resulted in the development of alternative methods for quality control of the composition of the biodiesel produced in Brazil, a country with considerable variability of species in agriculture, are the goals of this thesis and are reported in the following pages

Nanosistemas de penicilina G benzatina para tratamento profilático da febre reumática: estudo analítico

Investigations in the field of pharmaceutical analysis and quality control of medicines require analytical procedures with good perfomance characteristics. Calibration is one of the most important steps in chemical analysis, presenting direct relation to parameters such as linearity. This work consisted in the development of a new methodology to obtain calibration curves for drug analysis: the stationary cuvette one. It was compared to the currently used methodology, and possible sources of variation between them were evaluated. The results demonstrated that the proposed technique presented similar reproducibility compared to the traditional methodology. In addition to that, some advantages were observed, such as user-friendliness, cost-effectiveness, accuracy, precision and robustness. Therefore, the stationary cuvette methodology may be considered the best choice to obtain calibration curves for drug analyis by spectrophotometry

Testes bioquímicos para avaliação do vigor em sementes de Mimosa caesalpiniaefolia Benth

Mimosa caesalpiniaefolia Benth. is a forest species of the Mimosaceae family, recommended for recovery of degraded areas. The evaluation of vigor by biochemical tests have been an important tool in the control of seed quality programs, and the electrical conductivity and potassium leaching the most efficient in the verifying the physiological potential. The objective, therefore, to adjust the methodology of the electrical conductivity test for seeds of M. caesalpiniaefolia, for then compare the efficiency of this test with the potassium in the evaluation of seed vigor of different lots of seeds M. caesalpiniaefolia. To test the adequacy of the electrical conductivity were used different combinations of temperatures , 25 °C and 30 ºC, number of seeds , 25 and 50, periods of imbibition , 4 , 8 , 12 , 16 and 24 hours , and volumes deionized water, 50 mL and 75mL. For potassium leaching test, which was conducted from the results achieved by the methodology of the adequacy of the electrical conductivity test, to compare the efficiency of both tests , in the classification of seeds at different levels of vigor, and the period 4 hours also evaluated because the potassium leaching test can be more efficient in the shortest time . The best combination obtained in experiment of electrical conductivity is 25 seeds soaked in 50 mL deionized or distilled water for 8 hours at a temperature of 30 ° C. Data were subjected to analysis of variance, the means were compared with each other by F tests and Tukey at 5 % probability, and when necessary polynomial regression analysis was performed. The electrical conductivity test performed at period eight hour proved to be more efficient in the separation of seed lots M. caesalpiniaefolia at different levels of vigor compared to the potassium test

Testes de vigor para avaliação de sementes de pepino

Dentro de um programa de controle de qualidade, a avaliação do vigor de sementes é fundamental e necessária para o sucesso da produção. O trabalho teve por objetivo comparar diferentes métodos para avaliação do potencial fisiológico de sementes de pepino. Para tanto, cinco lotes de sementes do híbrido Safira foram submetidos aos seguintes testes: germinação, primeira contagem de germinação, condutividade elétrica (4x50 sementes; 25ºC; 50 e 75mL; 12, 18 e 24h), germinação a baixa temperatura (4x50 sementes; 18ºC; contagens aos quatro e oito dias após a semeadura); envelhecimento acelerado tradicional (41ºC; 48, 72 e 96h) e com solução saturada de NaCl (41ºC; 72 e 96h). Pelos resultados obtidos, pode-se concluir que os testes de condutividade elétrica (50 e 75mL; 12, 18 e 24h) e de envelhecimento acelerado com o uso de solução salina (41ºC, por 72h), possibilitam a melhor identificação de lotes com diferentes níveis de qualidade fisiológica.

Temperatura e período de exposição de sementes de milho no teste de envelhecimento acelerado

O teste de envelhecimento acelerado (EA) apresenta possibilidades de uso nos programas de controle de qualidade de sementes de milho. Porém, para uso em rotina, há necessidade de padronização das condições de temperatura e período de exposição das sementes na realização do teste. Esta pesquisa teve por objetivo avaliar o efeito da combinação de duas temperaturas (42 e 45ºC) e dois períodos de envelhecimento (72 e 96h) nos resultados do teste de envelhecimento acelerado em sementes de milho. Para isso, sementes de seis genótipos de milho, tratadas e sem tratamento fungicida, com altos valores de germinação inicial, semelhantes entre si, dentro de cada genótipo, foram submetidas ao EA, de acordo com condições de temperatura e período de exposição pré-estabelecidos. Utilizou-se o delineamento experimental inteiramente casualizado com os tratamentos (lotes x germinação, antes e após o EA) dispostos em esquema fatorial, empregando-se o teste de Tukey a 5% de probabilidade na comparação das médias. Verificou-se que sementes de milho apresentam diferenças de sensibilidade ao envelhecimento acelerado, condicionadas pelo genótipo e tratamento fungicida. Contudo, a combinação 45ºC por 72h possibilita separar lotes de qualidade fisiológica superior e inferior, independentemente do genótipo. O período de exposição das sementes ao envelhecimento acelerado determina o teor de água atingido pelas mesmas.

Metodologia alternativa para condução do teste de envelhecimento acelerado em sementes de milho

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Envelhecimento acelerado como teste de vigor para sementes de milho e soja

A avaliação do vigor de sementes tem sido ferramenta fundamental dentro do programa de controle de qualidade, sendo o teste de envelhecimento acelerado (EA) parte importante do processo. O trabalho foi desenvolvido com o objetivo de confirmar metodologia específica para avaliação do vigor de sementes, em laboratório, tendo como base o EA. Utilizou sementes de milho e soja, seis lotes para cada espécie, com padrões de qualidade (germinação) comercialmente aceitas. As condições de envelhecimento préestabelecidas foram 42ºC/96h e 45ºC/72h para milho e 41ºC/48 e 72h e 42ºC/48 e 72h para soja. Para cada combinação de temperatura e período de envelhecimento, as sementes foram colocadas em caixas plásticas, sobre tela, com 40mL de água destilada, distribuídas em camada única e com base no peso das mesmas. O envelhecimento foi feito usando-se dois tipos de câmara, BOD e jaquetada de água (CJ). Foi determinado o teor de água (TA) e a germinação das sementes antes e após o EA. A absorção de água pelas sementes considerando-se todas as combinações de período de exposição e temperatura, as duas câmaras e as duas formas de determinação do TA, foi maior quando as sementes foram acondicionadas em camada única em relação aquelas pesadas (massa constante), usando-se a câmara jaquetada. Para o milho, a combinação de 45ºC/72h com o acondicionamento das sementes em camada única foi o método mais eficiente para a separação dos lotes quanto ao vigor. Para soja, a combinação 42ºC/48h foi mais eficiente na separação dos lotes, não havendo interferência do método de acondicionamento das sementes, na tela. Conclui-se que a camada única e a câmara tipo BOD devem ser preferencialmente utilizadas no teste EA face aos menores custos de aquisição e manutenção da BOD, visando à separação de lotes quanto aos níveis de vigor, para milho e soja.

Avaliação do potencial fisiológico de lotes de sementes de soja

Vários procedimentos são utilizados para avaliar o potencial fisiológico de sementes, sendo fundamental a utilização daqueles que reflitam melhor o desempenho em campo. A pesquisa teve como objetivo avaliar o potencial fisiológico de sementes de soja por meio de testes de avaliação rápida, de vigor, de emergência de plântulas em campo e análise computadorizada de imagens (SVIS®), procurando identificar o procedimento mais eficiente na separação de lotes. Cinco lotes das cultivares BRS Valiosa RR e CD 208 foram avaliados em duas épocas (antes e após armazenamento) pelos testes de germinação, de avaliação rápida (embebição em água e pH do exsudato), de vigor (envelhecimento acelerado e condutividade elétrica), de emergência de plântulas em campo e análise computadorizada de imagens (SVIS®). Os testes de germinação em areia, de condutividade elétrica e de embebição em água foram eficientes na separação dos lotes, mas apenas este último possibilitou identificar diferenças consistentes entre os lotes nos dois períodos avaliados. Assim, o teste de embebição em água pode ser considerado promissor na composição de programas de controle de qualidade.

Alternative procedure for the cold test for soybean seeds

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

Automated system of seedling image analysis (SVIS) and electrical conductivity to assess sun hemp seed vigor

Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)

Sistema Híbrido de Inferência Baseado em Análise de Componentes Principais e Redes Neurais Artificiais Aplicado a Plantas de Processamento de Gás Natural

Nowadays, where the market competition requires products with better quality and a constant search for cost savings and a better use of raw materials, the research for more efficient control strategies becomes vital. In Natural Gas Processin Units (NGPUs), as in the most chemical processes, the quality control is accomplished through their products composition. However, the chemical composition analysis has a long measurement time, even when performed by instruments such as gas chromatographs. This fact hinders the development of control strategies to provide a better process yield. The natural gas processing is one of the most important activities in the petroleum industry. The main economic product of a NGPU is the liquefied petroleum gas (LPG). The LPG is ideally composed by propane and butane, however, in practice, its composition has some contaminants, such as ethane and pentane. In this work is proposed an inferential system using neural networks to estimate the ethane and pentane mole fractions in LPG and the propane mole fraction in residual gas. The goal is to provide the values of these estimated variables in every minute using a single multilayer neural network, making it possibly to apply inferential control techniques in order to monitor the LPG quality and to reduce the propane loss in the process. To develop this work a NGPU was simulated in HYSYS R software, composed by two distillation collumns: deethanizer and debutanizer. The inference is performed through the process variables of the PID controllers present in the instrumentation of these columns. To reduce the complexity of the inferential neural network is used the statistical technique of principal component analysis to decrease the number of network inputs, thus forming a hybrid inferential system. It is also proposed in this work a simple strategy to correct the inferential system in real-time, based on measurements of the chromatographs which may exist in process under study

Adaptação de um sistema automatizado para medição de microdureza

The hardness test is thoroughly used in research and evaluation of materials for quality control. However, this test results are subject to uncertainties caused by the process operator in the moment of the mensuration impression diagonals make by the indenter in the sample. With this mind, an automated equipment of hardness mensuration was developed. The hardness value was obtained starting from the mensuration of plastic deformation suffered by the material to a well-known load. The material deformation was calculated through the mensuration of the difference between the progress and retreat of a diamond indenter on the used sample. It was not necessary, therefore, the manual mensuration of the diagonals, decreasing the mistake source caused by the operator. Tension graphs of versus deformation could be analyzed from data obtained by the accomplished analysis, as well as you became possible a complete observation of the whole process. Following, the hardness results calculated by the experimental apparatus were compared with the results calculated by a commercial microhardness machine with the intention of testing its efficiency. All things considered, it became possible the materials hardness mensuration through an automated method, which minimized the mistakes caused by the operator and increased the analysis reliability

Procedimento para condução do teste de envelhecimento acelerado em sementes de algodão

The evaluation of the effect of seed has been fundamental tool in the program of quality control, and the accelerated aging test, an important part of that process. Some authors report that the germination and vigor are associated with seed size and facing the lack of consensus for the use of this test methodology and the relationship of seed size on the physiological quality, this work aimed to adapt the existing methodology as the temperature and period of conditioning on the performance of two sizes of seed cotton. The seeds were classified into two meshes of sieves, and then subjected to tests of water content, germination and electrical conductivity. The experimental design was completely randomized, analyzed statistically in a factorial threefold. Seeds of different sizes, showed no difference in percentage of germination. Seeds subjected to 40 degrees C for 42h of conditioning showed better percentage of germination.

A engenharia simultânea e o perfil da indústria de confecção da grande Natal/RN utilizando as ferramentas CAD/PDM e ERP

This work presents the research carried through in the industrial segment of confection of clothes of the Great Natal whose objective is to show the profile, enterprise and technological management as also the use of simultaneous engineering in the development of products. The research approaches two studies. The first one presents the current picture of the companies, synthesized through twelve variable. As, through fifteen variable it shows to the level of use of Simultaneous Engineering in the Development of Products and its amplitude in relation to the Integrated Management using tools CAD, PDM and ERP (Computer Aided Design, Product Management Date, Enterprise Resource Planning). The integration of these systems acts aiming the reduction of the cost and the development time of products. The reached results indicate that simultaneous engineering is a competitive advantage and becomes possible: to reduce the life cycle of the product, to rationalize the resources, to incorporate one high standard of the quality to the process and product as well as to personalize the product to take care of the global market. It is important to note that this work also is considered to contribute for the better understanding of the real companies situation of confection located at the Great Natal and its role in the economy of the State of the Rio Grande do Norte