Dissertationen zum Thema „Statistical behavior of device“
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Eis, Pavel. „Datová sada pro klasifikaci síťových zařízení pomocí strojového učení“. Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2021. http://www.nusl.cz/ntk/nusl-445543.
Der volle Inhalt der QuelleKavianpour, Isfahani Zahra. „Statistical Analysis of Stormwater Device Testing Protocols in Portland, Oregon“. PDXScholar, 2013. https://pdxscholar.library.pdx.edu/open_access_etds/676.
Der volle Inhalt der QuelleOltmans, Michael (Michael David) 1975. „Understanding naturally conveyed explanations of device behavior“. Thesis, Massachusetts Institute of Technology, 2000. http://hdl.handle.net/1721.1/86620.
Der volle Inhalt der QuelleBoyle, Linda T. Ng. „Statistical analyses of traffic advisory systems on driving behavior /“. Thesis, Connect to this title online; UW restricted, 1998. http://hdl.handle.net/1773/10174.
Der volle Inhalt der QuelleChow, Fung-kiu, und 鄒鳳嬌. „Modeling the minority-seeking behavior in complex adaptive systems“. Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2003. http://hub.hku.hk/bib/B29367487.
Der volle Inhalt der QuelleUan-Zo-li, Julie Tammy. „Morphology, Crystallization and Melting Behavior of Propylene-Ethylene Statistical Copolymers“. Diss., Virginia Tech, 2005. http://hdl.handle.net/10919/29143.
Der volle Inhalt der QuellePh. D.
Maitani, Masato Allara David L. „Observation of molecular level behavior in molecular electronic junction device“. [University Park, Pa.] : Pennsylvania State University, 2009. http://etda.libraries.psu.edu/theses/approved/WorldWideIndex/ETD-4517/index.html.
Der volle Inhalt der QuelleNegahban, Arash. „Does Device Matter? Understanding How User, Device, and Usage Characteristics Influence Risky IT Behaviors of Individuals“. Thesis, University of North Texas, 2015. https://digital.library.unt.edu/ark:/67531/metadc804895/.
Der volle Inhalt der QuelleKaplan, David Louis. „Characterizing chaos in a hybrid optically bistable device“. Diss., The University of Arizona, 1988. http://hdl.handle.net/10150/184440.
Der volle Inhalt der QuelleAmer, Ahmed. „Statistical and Behavioral Modeling of Driver Behavior on Signalized Intersection Approaches“. Diss., Virginia Tech, 2010. http://hdl.handle.net/10919/77995.
Der volle Inhalt der QuellePh. D.
Mikutta, Lukas [Verfasser]. „Thermal behavior and aging mechanisms of power device packages / Lukas Mikutta“. München : Verlag Dr. Hut, 2018. http://d-nb.info/1174426705/34.
Der volle Inhalt der QuelleZahner, Robert Marne. „Experimental investigation of energy dissipation behavior of the modified friction device“. Thesis, Massachusetts Institute of Technology, 2011. http://hdl.handle.net/1721.1/66849.
Der volle Inhalt der QuelleCataloged from PDF version of thesis.
Includes bibliographical references (p. 50).
As building materials become stronger, dynamic design and structural control are effective means of improving serviceability in the future's ever lighter structures. The recently proposed modified friction device (MFD) addresses many of the concerns that have prevented the building industry from fully embracing non-passive control: the device is based on the drum brake, a reliable technology that is inexpensive, already mass manufactured, capable of producing very large damping forces, and has such low power inputs that it can be run from a battery in the event of a power outage. Preliminary studies have shown that an MFD-based control scheme is at least as effective as an existing system that uses dampers capable of the same maximum force. The goal of this thesis was to better understand the MFD's energy dissipation behavior. Previous investigations have studied the behavior of friction devices subject to the types of low frequency excitations but not under loads with low frequencies and small displacements. This research sought to provide insight into the behavior of the MFD under real-world conditions by building and testing the variable friction element used in the MFD. To that end, a testing apparatus for a variable friction element was built from an automotive drum brake; the design, building process, and testing are described in detail. While data indicate that an adjustment may need to be made to previous friction models used for the MFD, the physical limitations of the device created for the study prevent this research from reaching conclusive results regarding friction behavior of the MFD. However, experienced gained allows for conclusions about the design of the MFD. Effectively converting linear motion into rotation in the drum is crucial to the MFD's operation: without this, the brake cannot dissipate energy. The design used for this study used friction between the drum and the face of a column to rotate the brake; this friction was not sufficient to prevent slippage. Instead of relying on friction, future MFD designs should utilize a gear or other more mechanically robust system to generate rotation in the drum.
by Robert Marne Zahner.
M.Eng.
Chen, K. Z., F. Wang, X. Y. Feng und X. A. Feng. „Behavior modeling for the spraying device in the layered manufacturing process“. Journal for New Generation Sciences, Vol 4, Issue 1: Central University of Technology, Free State, Bloemfontein, 2006. http://hdl.handle.net/11462/485.
Der volle Inhalt der QuelleA component, which has a perfect combination of different materials (probably including homogeneous materials and three different types of heterogeneous materials) in its different portions for a specific application, is considered as the component made of a multiphase perfect material. To fabricate such components, a hybrid layered manufacturing process has been developed. In order to accurately spray different materials with their required volume fractions for every pixel during fabrication, it is important to investigate its spraying operation. This paper establishes the behavior model of the spraying device and proves its validity using digital simulations.
Xing, Yang. „Asymptotic behavior of Bayesian nonparametric procedures /“. Umeå : Dept. of Forest Economics, Swedish University of Agricultural Sciences, 2009. http://epsilon.slu.se/200935.pdf.
Der volle Inhalt der QuelleSessions, Sharon Lynn. „Quantum critical behavior of disordered itinerant ferromagnets /“. view abstract or download file of text, 2002. http://wwwlib.umi.com/cr/uoregon/fullcit?p3055712.
Der volle Inhalt der QuelleTypescript. Includes vita and abstract. Includes bibliographical references (leaves 223-225). Also available for download via the World Wide Web; free to University of Oregon users.
Nieto, Barthaburu Augusto. „Essays on microeconomics and statistical decision making“. Connect to a 24 p. preview or request complete full text in PDF format. Access restricted to UC campuses, 2006. http://wwwlib.umi.com/cr/ucsd/fullcit?p3196546.
Der volle Inhalt der QuelleTitle from first page of PDF file (viewed February 28, 2006). Available via ProQuest Digital Dissertations. Vita. Includes bibliographical references.
Husowitz, Barry Charles. „Effect of Confinement and Heterogeneity on Phase Behavior: A Density Functional Approach“. Diss., The University of Arizona, 2007. http://hdl.handle.net/10150/196124.
Der volle Inhalt der QuelleBynum, Lucius. „Modeling Subset Behavior: Prescriptive Analytics for Professional Basketball Data“. Scholarship @ Claremont, 2018. https://scholarship.claremont.edu/hmc_theses/117.
Der volle Inhalt der QuelleDERSTINE, MATTHEW WILLIAM. „OBSERVATION OF CHAOS IN A HYBRID OPTICAL BISTABLE DEVICE (PERIOD-DOUBLING)“. Diss., The University of Arizona, 1985. http://hdl.handle.net/10150/187930.
Der volle Inhalt der QuelleTan, Leong Hin 1957. „Two-dimensional device simulation of junction termination structures for determination of breakdown behavior“. Thesis, The University of Arizona, 1989. http://hdl.handle.net/10150/277067.
Der volle Inhalt der QuelleLu, Ching-Huang. „Bilayer metal gate electrodes with tunable work function : behavior, mechanism, and device characteristics /“. May be available electronically:, 2007. http://proquest.umi.com/login?COPT=REJTPTU1MTUmSU5UPTAmVkVSPTI=&clientId=12498.
Der volle Inhalt der QuelleKunz, Alexander [Verfasser]. „Controlling Charge Carrier Trapping in Polymeric Semiconductors : Connecting Morphology to Device Behavior / Alexander Kunz“. Mainz : Universitätsbibliothek der Johannes Gutenberg-Universität Mainz, 2021. http://d-nb.info/1231433507/34.
Der volle Inhalt der QuelleTEIXEIRA, PEDRO BARONI DA COSTA. „MECHANICAL BEHAVIOR AND STABILITY OF THE INTERNAL MEMBRANE OF THE INCOR VENTRICULAR ASSIT DEVICE“. PONTIFÍCIA UNIVERSIDADE CATÓLICA DO RIO DE JANEIRO, 2001. http://www.maxwell.vrac.puc-rio.br/Busca_etds.php?strSecao=resultado&nrSeq=1984@1.
Der volle Inhalt der QuelleO objetivo desta dissertação é caracterizar o comportamento mecânico da membrana interna do Dispositivo de Assistência Ventricular do Instituto do Coração, DAV - InCor, pela aplicação do arcabouço e das ferramentas da análise estrutural. Esta membrana tem um papel importante na operação do DAV-InCor, pois separa a câmara onde penetra o sangue daquela onde ocorre o acionamento pneumático, desta forma transmitindo a carga pneumática ao sangue presente na outra câmara. Este carregamento se repete ciclicamente. Conseqüentemente, o desempenho, confiabilidade e durabilidade da membrana são críticos para o bom funcionamento deste aparelho. O modelo matemático é fundamentado na Teoria das Grandes Deformações para cascas finas, e na análise por elementos finitos. O fenômeno de snap through, associado a instabilidade à flambagem, foi observado na membrana quando modelada matematicamente, assim como por via experimental. As tensões principais e as deformações da membrana foram obtidas para determinados níveis de carregamento ao longo dos caminhos de equilíbrio pré e pós flambagem.
The aim of this dissertation is to characterize and analyse the mechanical behavior of the internal membrane of the (Brazilian) Heart Institute's Ventricular Assist Device, VAD-InCor, through application of the knowledge and tools of structural engineeering analysis. This membrane plays an important role in the mechanical operation of the VAD-InCor, since it separates the blood chamber from the pneumatic chamber, transmitting a pneumatic load to the blood that has entered the blood chamber. The load repeats itself cyclicaly. Therefore the performance, reliability and durability of the membrane are critical for the full functioning of the VAD. The mathematical model is based on the large strain theory of thin shells and on the finite element method. The snap through instability phenomenon, which is responsible for transmission of the pneumatic load to the blood, was observed in the membrane when modeled mathematically and experimentally. Principal stresses and strain distributions were obtrained with this model, at certain load levels along the pre- and post-buckling paths.
EL objetivo de esta disertación es caracterizar el comportamiento mecánico de la membrana interna del Dispositivo de Asistencia Ventricular del Instituto del Corazón, DAV InCor, por la aplicación del arcabozo y de las herramientas de análisis extructural. Esta membrana tiene un papel importante en la operación del DAV InCor, ya que separa la cámara por donde penetra la sangre de la cámara donde ocurre el accionamiento neumático, transmitiendo la carga neumática a la sangre que se encuentra en la otra cámara. Esta carga se repite ciclicamente. Consecuentemente, el desempeño, confiabilidad y durabilidad de la membrana son críticos para el buen funcionamiento de este equipo. EL modelo matemático se fundamenta en la Teoría de las Grandes Deformaciones para cascas finas, y en el análisis por elementos finitos.
Yilmazel, Canan. „Analysis Of High Frequency Behavior Of Plate And Beam Structures By Statistical Energy Analysis Method“. Phd thesis, METU, 2004. http://etd.lib.metu.edu.tr/upload/12605133/index.pdf.
Der volle Inhalt der QuelleHowes, Karsten. „Lattice gases in statistical physics : a study of phase separation, critical behavior and other phenomena“. Thesis, McGill University, 1993. http://digitool.Library.McGill.CA:80/R/?func=dbin-jump-full&object_id=68184.
Der volle Inhalt der QuelleThe first of these studies is of a model of phase separation in binary fluids. The growth laws of the fluid domains are examined and are shown to compare favourably to theoretical predictions of San Miguel et al. (1985). This appears to be a first verification of these results. The second study is of the critical behavior of a system of binary fluids. The model is shown to have a phase transition and the critical temperature is determined with an accuracy of 1%. Several critical exponents are also determined and evidence is provided that the model falls into the 2D Ising model universality class. A new model of fluid convection is also presented though no concrete results are yet available for this model.
Blackwell, Keith. „Entropy Constrained Behavior in Financial Markets A Quantal Response Statistical Equilibrium Approach to Financial Modeling“. Thesis, The New School, 2018. http://pqdtopen.proquest.com/#viewpdf?dispub=10823347.
Der volle Inhalt der QuelleQuantal Response Statistical Equilibrium (QRSE) models the joint probability distribution of asset returns and entropy constrained buy/sell decisions of investors and in doing so offers a behavioral foundation for many of the stylized facts we commonly observe in the distributions of asset returns and economic data such as fat-tails, excess peakedness, and skew. In a QRSE market model, investors condition the distribution of probabilistic buy/sell decisions on the extent to which investments offer above or below average returns. By modeling both returns and actions as probabilistic, QRSE is able to explain the marginal distributions of asset returns as the result of two opposing forces: 1) informational shocks that act as an underlying “natural” source of dispersion; 2) the tendency of investors to buy low/sell high that causes a mean-reversion dynamic, which decreases the entropy of the returns distribution we actually observe.
In this thesis, I introduce three new QRSE distributions each derived using the Maximum Entropy Principle. The first is a simple three parameter symmetric QRSE distribution that can fit and, therefore, provide a behavioral foundation for many commonly observed distributions including the Laplace, Gaussian, Logistic, and Student's T distributions. I then introduce a generalized maxent QRSE framework for expanding the assumptions of the basic model. I use this framework to derive two additional QRSE models that allow for skew: one that assumes skew is an implicit characteristic of the underlying data generating process and one that assumes that skew is due to asymmetric buy/sell preferences of investors. I also include two empirical applications. First, I apply QRSE to cross-sectional US equity returns. Second, I apply QRSE to 10 year US Treasury yields in a multiple equilibrium setting using a QRSE hidden Markov model.
Zhang, Zhe S. M. Sloan School of Management. „A statistical analysis of the potential impact of Boeing 737 MAX crashes on passenger behavior“. Thesis, Massachusetts Institute of Technology, 2020. https://hdl.handle.net/1721.1/127001.
Der volle Inhalt der QuelleCataloged from the official PDF of thesis.
Includes bibliographical references (page 47).
There were two fatal air crashes in 2018 and 2019, Lion Air Flight 610 and Ethiopian Airlines Flight 302; aircraft type of both crashes was Boeing 737 MAX 8. In the aftermath of the two crashes, the Boeing 737 MAX 8 was grounded globally. According to the latest announcement of the Federal Aviation Administration (FAA), the MAX will be grounded until the summer of 2020. After the grounding, the MAX will return to the fleets of airlines in North America, such as American Airlines and Air Canada. However, will travelers accept this aircraft type as before? Or, to what extent travelers will avoid flying the MAX? The purpose of this thesis is to use statistical methods to quantify travelers' avoidance of MAX. Based on the booking data of American Airlines (AA) and Air Canada (AC), I use three metrics to measure travelers' attitudes, including bookings of the targeted flights, total daily bookings, and the proportions of bookings. The findings of the current study on two routes of AA and AC didn't reveal any statistically significant evidence of MAX avoidance on any of three key metrics. Accordingly, I concluded that the specific customer segment in this thesis didn't show a clear avoidance of MAX.
by Zhe Zhang.
S.M. in Management Research
S.M.inManagementResearch Massachusetts Institute of Technology, Sloan School of Management
Mann, Richard Philip. „A statistical survey of transitional device usage among writers of English as a second language and native writers of English /“. The Ohio State University, 1986. http://rave.ohiolink.edu/etdc/view?acc_num=osu148726601122525.
Der volle Inhalt der QuelleElarabi, Asem S. Amar. „Polarization behavior of high-Tc superconducting terahertz emitters“. Kyoto University, 2018. http://hdl.handle.net/2433/235090.
Der volle Inhalt der QuelleGude, Michael Thomas. „The critical properties and near-critical phase behavior of dilute mixtures“. Diss., Georgia Institute of Technology, 1993. http://hdl.handle.net/1853/11206.
Der volle Inhalt der QuelleHo, Ki-hiu, und 何其曉. „Extracting real market behavior in complex adaptive systems through minority game“. Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2004. http://hub.hku.hk/bib/B30163705.
Der volle Inhalt der QuelleRasuba, Maanda. „Statistical relationship of customer behavioral characteristics in personal banking“. Thesis, Nelson Mandela Metropolitan University, 2009. http://hdl.handle.net/10948/1165.
Der volle Inhalt der QuelleTvedt, Valerie Maria. „Some factors that effect [sic] statistical power in ANCOVA: a population study“. CSUSB ScholarWorks, 2000. https://scholarworks.lib.csusb.edu/etd-project/1764.
Der volle Inhalt der QuelleGiwah, Anthony Duke. „Empirical Assessment of Mobile Device Users’ Information Security Behavior towards Data Breach: Leveraging Protection Motivation Theory“. Diss., NSUWorks, 2019. https://nsuworks.nova.edu/gscis_etd/1073.
Der volle Inhalt der QuelleJones, A.-Andrew D. III (Akhenaton-Andrew Dhafir). „Design of a microfluidic device for the analysis of biofilm behavior in a microbial fuel cell“. Thesis, Massachusetts Institute of Technology, 2014. http://hdl.handle.net/1721.1/88279.
Der volle Inhalt der QuelleThis electronic version was submitted by the student author. The certified thesis is available in the Institute Archives and Special Collections.
Cataloged from student-submitted PDF version of thesis.
Includes bibliographical references (pages 83-90).
This thesis presents design, manufacturing, testing, and modeling of a laminar-flow microbial fuel cell. Novel means were developed to use graphite and other bulk-scale materials in a microscale device without loosing any properties of the bulk material. Micro-milling techniques were optimized for use on acrylic to achieve surface roughness averages as low as Ra = 100nm for a 55 [mu]m deep cut. Power densities as high as 0.4mW · m⁻², (28mV at open circuit) in the first ever polarization curve for a laminar-flow microbial fuel cell. A model was developed for biofilm behavior incorporating shear and pore pressure as mechanisms for biofilm loss. The model agrees with experimental observations on fluid flow through biofilms, biofilm structure, and other biofilm loss events.
by A-Andrew D. Jones, III.
S.M.
Watt, Grace R. „Impact of Device Parametric Tolerances on Current Sharing Behavior of a SiC Half-Bridge Power Module“. Thesis, Virginia Tech, 2020. http://hdl.handle.net/10919/96559.
Der volle Inhalt der QuelleMaster of Science
This paper describes the design, construction, and testing of advanced power devices for use in electric vehicles. Power devices are necessary to supply electricity to different parts of the vehicle; for example, energy is stored in a battery as direct current (DC) power, but the motor requires alternating current (AC) power. Therefore, power electronics can alter the energy to be delivered as DC or AC. In order to carry more power, multiple devices can be used together just as 10 people can carry more weight than 1 person. However, because the devices are not perfect, there can be slight differences in the performance of one device to another. One device may have to carry more current than another device which could cause failure earlier than intended. In this research project, multiple power devices were placed into a package, or "module." In a control module, the devices were selected with similar properties to one another. In an experimental module, the devices were selected with properties very different from one another. It was determined that the when the devices were 17.7% difference, there was 119.9 µJ more energy loss and it was 22.2°C hotter than when the difference was only 0.6%. However, the severity of the difference was dependent on how multiple device characteristics interacted with one another. It may be possible to compensate some of the impact of device differences in one characteristic with opposing differences in another device characteristic.
Russo, Lori A. „The Effects of a Tactile Prompting Device on the Requesting Behavior of a Child with Autism“. Thesis, University of North Texas, 1999. https://digital.library.unt.edu/ark:/67531/metadc2433/.
Der volle Inhalt der QuelleScuderi, Marco Giovanni. „Bayesian approaches to learning from data how to untangle the travel behavior and land use relationships“. College Park, Md. : University of Maryland, 2005. http://hdl.handle.net/1903/3201.
Der volle Inhalt der Quelle"Bayesian scoring is used to evaluate and compare results from actual data collected for the Baltimore Metropolitan Area with the set of predominant conceptual frameworks linking travel behavior and land use obtained from the literature"--Abstract. Includes bibliographical references (p. 167-176) and abstract.
Bolechala, Arica J. „Evaluating the Effectiveness of the Travel Assistance Device on the Bus Riding Behavior of Individuals with Disabilities“. Scholar Commons, 2010. https://scholarcommons.usf.edu/etd/1576.
Der volle Inhalt der QuelleMun, Byoung-Jae. „Unsaturated soil behavior under monotonic and cyclic stress states“. Texas A&M University, 2004. http://hdl.handle.net/1969.1/1361.
Der volle Inhalt der QuelleTheurkauff, Isaac. „Collective Behavior of active colloids“. Thesis, Lyon 1, 2013. http://www.theses.fr/2013LYO10251/document.
Der volle Inhalt der QuelleWe study the collective behavior of an assembly of Janus Colloids. These are 1µm gold colloids with one half coated in platinum. When immersed in a peroxide bath, they self-propel, owing to diffusiophoresis and electrophoresis, moving at velocities of order 5µm/s. The velocity can be tune by adjusting the amount of peroxide in the bath. At the single particle level, the colloids undergo a persistent random walk. When in denser groups, the colloids interact through chemical and steric effects. The combination of these interactions, with the colloids activity, leads to collective effects. A dynamic cluster phase is observed, the formation of motile clusters of colloids, formed of up to 100 colloids. The clusters are in a stationary state, constantly moving, and exchanging colloids, they are also colliding, merging and breaking apart. We developed both the colloids, whose synthesis is described, and a high-throughput acquisition and analysis system. We measure the positions, and reconstruct the trajectories of thousands of colloids for a few minutes. From the trajectories, we extract statistical observables. We show that the sizes of clusters increases linearly as a function of the activity of the colloids. The probability distribution functions of sizes are power laws. As the density increases, a jamming transition is observed. The dense phase heterogeneous dynamics is characterized. We study the transition from the dense phase to a low density assembly with sedimentation experiments. The low density phase behaves as an ideal gas, allowing the definition of an effective temperature. We measure an equation of state for the system, and propose a heuristic collapse
Lim, Tzi-shing Jesse. „Behavior of a Ni-Ti shape memory alloy under cyclic proportional and nonproportional loading“. Diss., Georgia Institute of Technology, 1999. http://hdl.handle.net/1853/15910.
Der volle Inhalt der QuelleWhite, Mel. „Information Seeking Behaviors in a Population of Assistive Mobility Device Users“. Thesis, University of North Texas, 2014. https://digital.library.unt.edu/ark:/67531/metadc799517/.
Der volle Inhalt der QuelleSproat, Brittany Anne. „Music Listening Behavior, Health, Hearing, Otoacoustic Emission Levels“. Miami University / OhioLINK, 2014. http://rave.ohiolink.edu/etdc/view?acc_num=miami1399303027.
Der volle Inhalt der QuelleLazo, Fuentes César Reinaldo. „A first-principles statistical mechanics study of the ordering behavior of hydrogen on Pd(111) at low temperatures /“. [S.l. : s.n.], 2007. http://www.gbv.de/dms/ilmenau/toc/524537550.PDF.
Der volle Inhalt der QuelleSuberman, Rachel. „Teaching Caregivers to Implement Speech-Generating Device-Based Mand Training: Evaluating the Efficacy of Behavioral Skills Training“. Scholar Commons, 2017. http://scholarcommons.usf.edu/etd/7094.
Der volle Inhalt der QuelleHall, Jonathan A. „Geographic Factors of Residential Burglaries - A Case Study in Nashville, Tennessee“. TopSCHOLAR®, 2010. http://digitalcommons.wku.edu/theses/229.
Der volle Inhalt der QuelleJohnson, Elizabeth. „The Effects of a Self-Monitoring Package Using a Tactile Cueing Device on Student On-Task Behavior in Special Education and General Education Settings“. DigitalCommons@USU, 2008. https://digitalcommons.usu.edu/etd/75.
Der volle Inhalt der QuelleKumar, Amit. „Morphology, Crystallization and Melting Behavior of Statistical Copolymers of Propylene with Ethylene, 1-Butene, 1-Hexene and 1-Octene“. Thesis, Virginia Tech, 2001. http://hdl.handle.net/10919/33563.
Der volle Inhalt der QuelleMaster of Science
Lin, Jia-chun, und 林家醇. „Statistical Optimization Modeling in Fabricating MOSFET Device“. Thesis, 2011. http://ndltd.ncl.edu.tw/handle/28283107277902556659.
Der volle Inhalt der Quelle國立臺南大學
電機工程研究所
99
In this thesis, a statistical optimization modeling is proposed to investigate the effect of the critical factors in the process of the 90nm and 65nm MOSFET devices. The electrical properties and correlation of the principal factors, are simulated based on exploratory factor analysis (EFA). From those results, optimization parameters are extracted to meet the requirements. TCAD SILVACO simulator was used to simulate electrical properties in the process of the 90nm and 65nm n-channel MOSFET structure. Research results are concluded as follows. (1)A systematic method describing the statistical optimization of the electrical parameters for MOSFET device is demonstrated. (2) It is very hard to find the suitable parameters when the threshold voltage goes smaller as the device size decreases. Different models are required to verify the validness of the extracted data. (3) EFA history score has been established for future reference.