Dissertations / Theses on the topic 'Injection system modeling'
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Chen, Chang-Chih. "System-level modeling and reliability analysis of microprocessor systems." Diss., Georgia Institute of Technology, 2014. http://hdl.handle.net/1853/53033.
Full textCho, Kyungmin Jacob. "A Modeling and experimental study of the conversion of trona to increase its reactivity with so 2in dry injection system." Cincinnati, Ohio : University of Cincinnati, 2007. http://www.ohiolink.edu/etd/view.cgi?ucin.
Full textAdvisor: Dr. Tim C Keener. Title from electronic thesis title page (viewed Nov. 23, 2007). Includes abstract. Keywords: SO 2, trona, conversion, NaHCO 3, Na 2CO 3, Modeling, Kinetics Includes bibliographical references.
CHO, KYUNGMIN JACOB. "A MODELING AND EXPERIMENTAL STUDY OF THE CONVERSION OF TRONA TO INCREASE ITS REACTIVITY WITH SO 2IN DRY INJECTION SYSTEM." University of Cincinnati / OhioLINK, 2007. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1185822434.
Full textDulbecco, Alessio. "Modeling of Diesel HCCI combustion and its impact on pollutant emissions applied to global engine system simulation." Thesis, Toulouse, INPT, 2010. http://www.theses.fr/2010INPT0015/document.
Full textMore and more stringent restrictions concerning the pollutant emissions of Internal Combustion Engines (ICEs) constitute a major challenge for the automotive industry. New combustion strategies such as Homogeneous Charge Compression Ignition (HCCI) and the implementation of complex injection strategies are promising solutions for achieving the imposed emission standards as they permit low NOx and soot emissions, via lean and highly diluted combustions, thus assuring low combustion temperatures. This requires the creation of numerical tools adapted to these new challenges. This Ph.D presents the development of a new 0D Diesel HCCI combustion model : the dual Combustion Model (dual−CM ). The dual-CM is based on the PCM-FPI approach used in 3D CFD, which allows to predict the characteristics of Auto-Ignition and Heat Release for all Diesel combustion modes. In order to adapt the PCM-FPI approach to a 0D formalism, a good description of the in-cylinder mixture is fundamental. Consequently, adapted models for liquid fuel evaporation, mixing zone formation and mixture fraction variance, which allow to have a detailed description of the local thermochemical properties of the mixture even in configurations adopting multiple injection strategies, are proposed. The results of the 0D model are compared in an initial step to the 3D CFD results. Then, the dual-CM is validated against a large experimental database; considering the good agreement with the experiments and low CPU costs, the presented approach is shown to be promising for global engine system simulations. Finally, the limits of the hypotheses made in the dual-CM are investigated and perspectives for future developments are proposed
Sonehag, Christian. "Modeling of Ion Injection in Oil-Pressboard Insulation Systems." Thesis, Uppsala universitet, Fasta tillståndets elektronik, 2012. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-177600.
Full textKällkvist, Kurt. "Fuel Pressure Modelling in a Common-Rail Direct Injection System." Thesis, Linköpings universitet, Fordonssystem, 2011. http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-70264.
Full textBränsletrycket är en av de centrala styrvariablerna i ett modernt common-rail insprutningssystem. Det påverkar utsläppen av kväveoxider och partiklar, motorns specifika bränsleförbrukning och bränslepumpens effektförbrukning. Nogrann reglering och tillförlitliga diagnoser av bränslesystemet är därför mycket viktiga funktioner i motorstyrsystemet. Som ett hjälpmedel vid utveckling av dessa algoritmer samt för att öka förståelsen för hur hårdvaruförändringar påverkar systemet är det önskvärt med en simuleringsmodel av bränslesystemet. En Simulink modell av XPI (Xtra high Pressure Injection) systemet som utvecklats av Scania och Cummins har utvecklats. Till skillnad från de redan tillgängliga modellerna av systemet fokuserar denna modell på snabba simuleringsförlopp genom att enbart modellera medeltryck och medelflöden istället för de momentana trycken och flödena i systemet när motorn roterar. Modellen är uppbyggd av moduler som var och en representerar en fysisk komponent i systemet. Modulerna är mestadels uppbyggda kring de fysikaliska egenskaperna hos komponenten de försöker modellera vilket gör modellen av systemet anpassningsbar till olika hårdvarukonfigurationer och samtidigt lätt att förstå.
Alavian, Sayyed Ahmad. "Modeling CO2 Injection in Fractured Reservoirs Using Single Matrix Block Systems." Doctoral thesis, Norges teknisk-naturvitenskapelige universitet, Institutt for petroleumsteknologi og anvendt geofysikk, 2011. http://urn.kb.se/resolve?urn=urn:nbn:no:ntnu:diva-17374.
Full textWang, Lei. "Modeling of the armature-rail interface in an electromagnetic launcher with lubricant injection." Diss., Atlanta, Ga. : Georgia Institute of Technology, 2008. http://hdl.handle.net/1853/26519.
Full textCommittee Chair: Salant, Richard F.; Committee Member: Bair, Scott; Committee Member: Cowan, Richard S; Committee Member: Danyluk, Steven; Committee Member: Scott, Waymond R. Part of the SMARTech Electronic Thesis and Dissertation Collection.
Corbett, Kerry. "Modelling and experiments on the behaviour of injection current modulated multimode semiconductor lasers." Title page, contents and abstract only, 1999. http://web4.library.adelaide.edu.au/theses/09PH/09phc7891.pdf.
Full textClark, Lee A. "Experimental studies and systems modelling to investigate the behaviour of direct injection diesel engines." Thesis, University of Nottingham, 2003. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.289480.
Full textSwope, Kory A. "Prediction of electromagnetic launcher behavior with lubricant injection through armature-rail interface modeling." Thesis, Georgia Institute of Technology, 2010. http://hdl.handle.net/1853/33892.
Full textKhosrowjerdi, Hojat. "Learning-based Testing for Automotive Embedded Systems : A requirements modeling and Fault injection study." Licentiate thesis, KTH, Teoretisk datalogi, TCS, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-247506.
Full textQC 20190325
Xu, Donghai. "Phase behaviour modelling of hydrocarbon systems for compositional reservoir simulation of gas injection processes." Thesis, Heriot-Watt University, 1990. http://hdl.handle.net/10399/886.
Full textPettersson, Eric. "Modelling of high-pressure fuel system for controller development." Thesis, Uppsala universitet, Avdelningen för beräkningsvetenskap, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-386130.
Full textGauthier, Christophe. "Commande multivariable de la pression d'injection dans un moteur diesel Common Rail." Grenoble INPG, 2007. http://www.theses.fr/2007INPG0054.
Full textVehicle exhaust emissions are today more and more restrictive. Common Rail engines allow to reach these requirements thanks to the high pressure injection. This pressure can vary from 200 up to 1600 bar according to the engine torque and speed. The goal of this work is to define the rail pressure controller based on the Common Rail features and to improve performance and robustness. Works have been done as follows: study of the Common Rail system and development of the physical model ; development of strategies and command laws ; real tests on vehicle. Vehicle tests showed a high improvement on performance and robustness thanks to the new methodology based on the Common Rail features and the advanced command laws (H8 control for Linear Parameter Varying systems). In particular the Linear Fractional Transformation (LFT) approach has been considered
Konzen, Graydon Leo. "Regional-Scale Impacts of Fluid Composition and Geologic Structure for Injection-Induced Seismicity in the Southern U.S. Midcontinent." Thesis, Virginia Tech, 2020. http://hdl.handle.net/10919/99107.
Full textMaster of Science
Increased earthquake activity in Oklahoma and Kansas over the last decade is linked waste disposal related to hydrofracking. Oil and gas produced in the fracking process is often mixed with large amounts of water that is too salty to be used for public or industrial purposes, thus this water is disposed of via injection into deep rock layers in the upper portion of the Earth's interior, or crust. This injection disturbs the crust to trigger earthquakes where none have been historically observed. Previous studies examining this phenomenon assume that the rock layers of the crust lie flat and level; simplify the nature of major faults, or cracks, in the crust; and do not consider differences in water chemistry between injected water and water that already occupies the crust. The study developed in this thesis considers the effect of these three factors with regard to how they influence the extent of the linkage between waste water injection and earthquakes in Oklahoma and Kansas.
Campioli, Theresa Lynn. "Computational Studies of Penetration and Mixing for Complex Jet Injectors to Aid in Design of Hypersonic Systems." Diss., Virginia Tech, 2007. http://hdl.handle.net/10919/28132.
Full textPh. D.
Oldenborger, Greg Arthur. "Advances in electrical resistivity tomography : modeling, electrode position errors, time-lapse monitoring of an injection/withdrawal experiment, and solution appraisal /." ProQuest subscription required:, 2006. http://proquest.umi.com/pqdweb?did=1179956331&sid=1&Fmt=2&clientId=8813&RQT=309&VName=PQD.
Full textIncludes abstract and vita. Includes bibliographical references (leaves 319-331). Also available online via the ProQuest Digital Dissertations database.
Chishty, Wajid Ali. "Effects of Thermoacoustic Oscillations on Spray Combustion Dynamics with Implications for Lean Direct Injection Systems." Diss., Virginia Tech, 2005. http://hdl.handle.net/10919/28089.
Full textPh. D.
Jones, Gregg William. "Investigation of the Mechanisms for Mobilization of Arsenic in Two ASR Systems in Southwest Central Florida." Thesis, University of South Florida, 2015. http://pqdtopen.proquest.com/#viewpdf?dispub=3741476.
Full textAquifer storage and recovery (ASR) is a strategy in which water is injected into an aquifer when it is plentiful and pumped from the aquifer when water is scarce. An impediment to ASR in Florida is leaching of naturally-occurring arsenic from limestone of the Upper Floridan Aquifer System (UFAS) into stored water. The concentration of arsenic in surface water, which serves as the recharge water for many ASR systems, and native groundwater is usually much less than 3.0 µ/L. However, data from ASR wells in Florida show that arsenic in recovered water frequently exceeded the 10 µg/L maximum contaminant level (MCL) established by the Environmental Protection Agency and were as high as 130.0 µg/L. The cause of elevated arsenic concentrations is displacement of reduced native groundwater with oxygenated surface water that dissolves arsenic-bearing pyrite in limestone. Although arsenic can be removed from recovered water during final treatment, mobilization of arsenic in the aquifer at levels that exceed the MCL is problematic under federal regulations.
This dissertation investigated a number of aspects of the ASR/arsenic problem to provide additional insights into the mechanisms of arsenic mobilization and measures that could be taken to avoid or reduce the release of arsenic during ASR operations.
Chapter 2, involved development of a geochemical model to simulate an ASR system’s injection of oxygenated surface water into reduced groundwater to determine whether aquifer redox conditions could be altered to the degree of pyrite instability. Increasing amounts of injection water were added to the storage-zone in a series of steps and resulting reaction paths were plotted on pyrite stability diagrams. Unmixed storage-zone water in wells plotted within the pyrite stability field indicating that redox conditions were sufficiently reducing to allow for pyrite stability. Thus arsenic is immobilized in pyrite and its concentration in groundwater should be low. During simulation, as the injection/storage-zone water ratio increased, redox conditions became less reducing and pyrite became unstable. The result would be release of arsenic from limestone into storage-zone water.
Chapter 3 examined the importance of maintaining a substantial volume of stored water around an ASR well to prevent recovery of reduced native groundwater to the vicinity of the well. Depleting the stored water and recovering reduced native groundwater would result in dissolution of arsenic-bearing hydrous ferric oxide (HFO) and release of arsenic into water recovered from the ASR well. Injection/recovery volumes for each cycle for each well were tracked to determine if a substantial volume of stored water was maintained for each cycle or if it was depleted so that reduced native groundwater was brought back to the well. Each well was assigned to either the “storage zone maintained group” where a zone of stored water was established in early cycles and largely maintained through the period of investigation, or the “storage-zone depleted group” where a zone of stored water was either established in later cycles and/or was depleted during the period of investigation. Graphical and statistical analyses verified that maximum arsenic concentrations for storage-zone maintained wells were nearly always lower in each cycle and declined below the MCL after fewer cycles than those of storage-zone depleted wells.
Chapter 4 was a mineralogical investigation of cores located at 20 m (ASR core 1), 152 m (ASR core 2), and 452 m (ASR core 3) from operating ASR wells to determine where mobilized arsenic in limestone is precipitated during ASR. If arsenic is precipitated distally, reduced concentrations of elements in pyrite, (iron, sulfur, arsenic, etc.) would be expected in ASR core 1 relative to more distant cores and there would be noticeable changes in appearance of pyrite crystals due to enhanced oxidation. The results showed that mean concentrations of the elements were lowest in ASR core 2, which did not support distal precipitation. However, scanning electron microscopy identified well-defined pyrite framboids only in core 3 while framboids in ASR cores 1 and 2 were less clear and distinct, indicating pyrite oxidation in cores closest to ASR wells.
Statistical comparison of concentrations of iron, sulfur, and arsenic between the three ASR cores and 19 control cores not subject to ASR, showed that mean concentrations in ASR cores 1 and 2 were statistically similar to concentrations in control cores. This indicated that concentrations in ASR cores 1 and 2 had not been significantly reduced by ASR. The concentrations of elements were higher in ASR core 3 than in ASR cores 1 and 2 and control cores and statistically dissimilar to all but one control core. This indicated natural heterogeneity in core 3 rather than diminution of elements in ASR cores 1 and 2 due to ASR. The statistical analysis supported local precipitation. Once arsenic is mobilized from dissolved pyrite, it is rapidly complexed with precipitated HFO near the well. As long as all of the stored water is not removed during recovery so that reduced native groundwater is brought back to the well, HFO remains stable and complexed with arsenic. The concentration of elements would not have been lowest in ASR core 1 for this reason and because calculations showed that the mass of arsenic removed during recovery events prior to coring was minor compared to the total in limestone surrounding the well. The implications of this are that while large quantities of arsenic are present near the ASR well, only a small percentage may be available for dissolution. Most arsenic occurs with pyrite in limestone, which may insulate it from exposure to oxidized injection water. Water recovered from ASR wells may continue to have low concentrations of arsenic indefinitely because as limestone is dissolved, more pyrite becomes exposed and available for dissolution.
The primary contribution of this dissertation to understanding and overcoming the arsenic problem in ASR systems is the empirical data developed to support or challenge important ASR/arsenic hypotheses. These data were used to 1) establish that background concentrations of arsenic in groundwater of the Suwannee Limestone were less than 1µg/L, 2) demonstrate that redox conditions necessary for pyrite in limestone to become unstable and dissolve occur when oxygenated surface water is injected into the aquifer, 3) demonstrate that the concentration of pyrite in the Suwannee Limestone is spatially variable to a high degree, 4) support the hypothesis that following injection of oxygenated surface water, pyrite in limestone dissolves and releases arsenic into solution and HFO forms and complexes with the arsenic near the ASR well, 5) propose that only a small percentage of pyrite near an ASR well may be available for dissolution during each cycle because most occurs in the limestone matrix and is isolated from injection water, 6) propose that as a result of the previous conclusion, water recovered from ASR systems may continue to have low concentrations of arsenic indefinitely because as limestone that contains pyrite is dissolved with each cycle, additional pyrite is exposed and is available for dissolution, and 7) support the effectiveness of maintaining a zone of stored water in an ASR well as an effective means of minimizing arsenic in recovered water during ASR.
Croci, Lila. "Gestion de l'énergie dans un système multi-sources photovoltaïque et éolien avec stockage hybride batteries/supercondensateurs." Phd thesis, Université de Poitiers, 2013. http://tel.archives-ouvertes.fr/tel-00943296.
Full textSmith, Jordan L. "Reversing Cancer Cell Fate: Driving Therapeutic Differentiation of Hepatoblastoma to Functional Hepatocyte-Like Cells." eScholarship@UMMS, 2020. https://escholarship.umassmed.edu/gsbs_diss/1067.
Full textParveen, Bushra. "Fibre Orientation and Breakage in Glass Fibre Reinforced Polymer Composite Systems: Experimental Validation of Models for Injection Mouldings. Validation of Short and Long Fibre Prediction Models within Autodesk Simulation Moldflow Insight 2014." Thesis, University of Bradford, 2014. http://hdl.handle.net/10454/14865.
Full textSamuelsson, Peter. "Management of technology in the process industries: Matching market and machine." Doctoral thesis, KTH, 2017. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-199705.
Full textQC 20170116
Sarntinoranont, Malisa, and Thomas H. Mareci. "Modeling direct injection of drugs into the brain." 2019. https://ul.qucosa.de/id/qucosa%3A38050.
Full textChiang, Wen Chung, and 江文忠. "Object-Oriented Modeling of Manufacturing Data with an Application to the Injection Molding System." Thesis, 1995. http://ndltd.ncl.edu.tw/handle/32409165473635771900.
Full textHsieh, Ying-Chang, and 謝瑛倡. "The Knowledge System Based Application for Injection Modeling – A Case Study of Z Company." Thesis, 2003. http://ndltd.ncl.edu.tw/handle/17427663571745401000.
Full text國立成功大學
高階管理碩士在職專班
92
Abstract In the late twentieth century, knowledge management has stepped in the spotlight to the world of business management. All trades and professionals are seeking to draw knowledge management and how to evaluate the effects of knowledge management. The writer is devoted to the injection molding industry now. But the injection molding industry gives people an impression of dirty mechanic worker. Most people believe workers in this industry are lowly educated; this impression in fact is not correct. In the making of module, massive amount of design drawings, industry designing, knowledge of mechanism processing, plastic and metallic natures are needed while applying physics, chemistry and mathematical concepts. Therefore, learning how to preserve duplicate and reuse this knowledge has become an issue to survival of the injection molding industry. The purpose of this research is to use the knowledge management theory as a basis and discuss when pragmatically carrying it out into the injection molding industry which steps and links be to watch out for. This research has discovered: 1. The injection molding industry relies on a master and apprentice system to pass on the necessary skills and knowledge. Although using different relationship, this serves the some function as modern high-tech industry that assigns senior personals to teach and lead fresh workers. 2. In the master/apprentice management mode, the organization culture and learning attitude can deeply affect the result of a case. This has to be taken special attention when carrying out knowledge management in the injection molding industry.
Ganguly, Sayantan. "Analytical and Numerical Modeling for Heat Transport in a Geothermal Reservoir due to Cold Water Injection." Thesis, 2014. http://etd.iisc.ernet.in/handle/2005/2994.
Full textLin, Chun-Wei, and 林雋幃. "Modeling and Design a New Gas Injection Diffusion System by Barrier and Purge on Horizontal MOCVD Reactor." Thesis, 2014. http://ndltd.ncl.edu.tw/handle/njrwvq.
Full text國立中央大學
機械工程學系
102
Metal–Organic Chemical Vapor Deposition, MOCVD, is one of the most important technologies to manufacture the LED. By introducing MO source and group V gas into the reactor, then deposits the thin film on the high temperature susceptor. The key components, a gas injection system and the reactor design, play a crucial role in the epitaxial growth rate and uniformity of thin film. In this study, we report a new method to predict the growth rate for Aixtron reactor. The prediction growth rate is in agreement with the previous reported result. In this paper, we also found that the radiation effect has a significant on the growth rate. Finally, we do the parameter analysis to realize the chamber characteristic for Aixtron reactor. Then, we design a new injection system that combines the barrier and purge design to enhance the growth rate and improve the uniformity without wafer spin. Additionally, the new design of MOCVD reactor could be used to epitaxy thin film at atmospheric pressure.
Er, Vahapcan. "2-D pore and core scale visualization and modeling of immiscible and miscible CO2 injection in fractured systems." Master's thesis, 2009. http://hdl.handle.net/10048/425.
Full textPetroleum Engineering
Er, Vahapcan. "2-D pore and core scale visualization and modeling of immiscible and miscible CO injection in fractured systems." 2009. http://hdl.handle.net/10048/425.
Full textTitle from pdf file main screen (viewed on July 27, 2009). "A thesis submitted to the Faculty of Graduate Studies and Research in partial fulfillment of the requirements for the degree of Master of Science in Petroleum Engineering, Department of Civil and Environmental Engineering, University of Alberta." Includes bibliographical references.
Pereira, André Eduardo Rodrigues. "Projeto e desenvolvimento de um sistema de fixação rápido para dentes de placas dentárias com fins pedagógicos." Master's thesis, 2013. http://hdl.handle.net/1822/28162.
Full textOs modelos de ensino dentários são uma réplica à escala real da dentição e mandíbulas humanas, que são fundamentais para a formação de indivíduos na área da medicina dentária. A utilização de modelos dentários é portanto indispensável para os estudantes aprenderem a fazer um correto diagnóstico e para a determinação do plano de tratamento ortodôntico mais adequado a cada paciente. Tendo em conta o processo moroso de extração das réplicas dos dentes, foi pensado criar um sistema de fixação que garantisse a mesma fixação mas que não implicasse o usso de ferramentas adicionais para a sua remoção. Através dos ficheiros fornecidos pela empresa “Denteduco”, foram recriados os novos modelos de ensino dentário com recurso ao programa SolidWorks, elaborando assim, algumas versões do modelo final, ficando sempre a empresa responsável pela aceitação dos modelos elaborados. Com o decorrer do processo de criação 3D, os modelos dentários foram evoluindo na maneira como foram pensados e criados, quer a nível de detalhe quer a nível da forma final, havendo significativas diferenças entre as etapas do projeto. A solução final surge depois de várias etapas onde se definiu qual o sistema de fixação adequado e sua validação, qual o processo de fabrico e os materiais a usar para o novo projeto.
The dental teaching models are a real replica of human jaws and teeth which are crucial for training individuals in the field of dentistry. The using of a dental model is therefore essential to students learn how to do a correct diagnose and determination of a treatment plan for each patient. Regarding the long process of the teeth replicas extraction, was designed to create a new fastening system that guarantees de same fixture but do not involve the use of additional tools for their removal. Through the files provided by “Denteduco” company, were re-created the new teaching dental models by using Solid Works program, making some versions of final idea, always getting the company responsible for the acceptance of the models developed. In the course of the process of creating 3D dental models have evolved in the way they were designed and created, whether the level of detail both in terms of the final form, with significant differences between the stages of the project. The final solution comes after several steps which set on the proper attachment system and its validation, where the manufacturing process and the materials to use for the new project.
Sharvia, S., Sohag Kabir, M. Walker, and Y. Papadopoulos. "Model-based dependability analysis: State-of-the-art, challenges, and future outlook." 2015. http://hdl.handle.net/10454/17434.
Full textSeo, Jaho. "Thermal Management in Laminated Die Systems Using Neural Networks." Thesis, 2011. http://hdl.handle.net/10012/6249.
Full textRocha, I. "Model-based strategies for computer-aided operation of recombinant E. coli fermentation." Doctoral thesis, 2003. http://hdl.handle.net/1822/1269.
Full textThe main objectives of this thesis were the development of model-based strategies for improving the performance of a high-cell density recombinant Escherichia coli fed-batch fermentation. The construction of a mathematical model framework as well as the derivation of optimal and adaptive control laws were used to accomplish these tasks. An on-line data acquisition system was also developed for an accurate characterization of the process and for the implementation of the control algorithms. The mathematical model of the process is composed of mass balance equations to the most relevant state variables of the process. Kinetic equations are based on the three possible metabolic pathways of the microorganism: glucose oxidation, fermentation of glucose and acetate oxidation. A genetic algorithm was used to derive the kinetic structure and to estimate both yield and kinetic coefficients of the model, minimizing the normalized quadratic differences between simulated and real values of the state variables. After parameter estimation, a sensitivity function analysis was applied to evaluate the influence of the various parameters on model behavior. Sensitivity functions revealed the sensitivity of the state variables to variations in each model parameter. Thus, essential parameters were selected and the model could be re-written in a simplified version that could also describe accurately experimental data. A system for the on-line monitoring of the major state variables was also developed. Glucose and acetate concentrations were measured with a developed Flow Injection Analysis system, while the carbon dioxide and oxygen transfer rates were calculated from data obtained with exhaust gas analysis. The fermentation culture weight was also continuously assessed with a balance, allowing the use of more precise mass-based concentrations, while environmental variables like pH, dissolved oxygen and temperatures were controlled and assessed via a Digital Control Unit. The graphical programming environment LabVIEW was used to acquire and integrate these variables in a supervisory computer, allowing the performance of integrated monitoring and control of the process. A model-based adaptive linearizing control law was derived for the regulation of acetate concentration during fermentations. The non-linear model was subjected to transformations in order to obtain a linear behavior for the control loop when a non-linear control is applied. The implementation of the control law was performed through a C script embedded in the supervisory LabVIEW program. Finally, two optimization techniques for the maximization of biomass concentration were compared: a first order gradient method and a stochastic method based on the biological principle of natural evolution, using a genetic algorithm. The former method revealed less efficient concerning to the computed maximum, and dependence on good initial values.
A presente tese teve como principais objectivos o desenvolvimento de estratégias baseadas em modelos para melhorar o desempenho da fermentação em modo semi-continuo em altas densidades celulares de Escherichia coil recombinada. Para o efeito, foi construído um modelo matemático representativo do processo e a partir deste foram desenvolvidos algoritmos de controlo óptimo e adaptativo. De forma a possibilitar a implementação de leis de controlo em linha e a caracterização do processo fermentativo, foi desenvolvido um sistema informático de aquisição e envio de dados. O modelo matemático representativo do processo em estudo foi elaborado tendo por base as equações dinâmicas de balanço mássico para as variáveis de estado mais relevantes, contemplando as três possíveis vias metabólicas do microrganismo. A estrutura cinética, bem como os parâmetros do modelo foram determinados por recurso a uma abordagem sistemática tendo por base a minimização das diferenças quadráticas entra dados reais e dados simulados, com recurso a uma ferramenta de optimização estocástica denominada de Algoritmos Genéticos. Após a etapa de identificação do modelo matemático, foram calculadas as sensibilidades relativas ao longo do tempo das variáveis de estado do modelo relativamente aos vários parâmetros determinados. Os resultados desta análise de sensibilidade possibilitaram avaliar a relevância de cada um dos parâmetros em causa, permitindo propor uma estrutura de modelo menos complexa, por exclusão dos parâmetros menos importantes. O sistema elaborado para a aquisição e envio em linha de dados da fermentação inclui um sistema de FIA (Flow Injection Analysis) desenvolvido para a medição das concentrações de acetato e glucose, uma unidade de controlo digital que controla as variáveis físicas mais relevantes para o processo, e um equipamento de Espectrometria de Massas para analisar as correntes gasosas de entrada e saída do fermentador. O sistema dispõe ainda de duas balanças, uma das quais para a aferição em linha do peso do caldo de fermentação, permitindo o use de concentrações mássicas que proporcionam resultados mais exactos. A aquisição e integração destas variáveis medidas são, efectuadas através de um software de supervisão elaborado no ambiente de programação gráfico LabVIEW. Adicionalmente, foi elaborada uma lei de controlo adaptativo linearizante para a regulação da concentração de acetato no meio de fermentação. A síntese da lei de controlo não linear foi efectuada por técnicas de geometria diferencial com linearização do sistema por retroacção de estado. A adaptação foi feita tendo por base a estimação de parâmetros variáveis no tempo, nos quais se concentram as incertezas do modelo. A implementação ao processo real da referida lei de controlo foi efectuada por recurso a um programa elaborado em C incluindo no programa supervisor elaborado em LabVIEW. Finalmente, para a optimização da quantidade de biomassa formada no final da fermentação por manipulação do caudal de alimentação, foram estudadas duas ferramentas de optimização: um método de gradiente e uma ferramenta baseada em Algoritmos Genéticos. Esta última revelou-se mais eficaz tanto na convergência para o valor óptimo, como na estimativa inicial fornecida.
Fundação para a Ciência e a Tecnologia (FCT) – PRAXIS XXI/16961/98.
União Europeia - Fundo Social Europeu (FSE) – III Quadro Comunitário de Apoio (QCA III).
Fundação Calouste Gulbenkian (FCQ) - Educação e Bolsas.
Agência de Inovação (ADI) - PROTEXPRESS.