Uncertainty Quantification And Stochastic Modeling With Matlab

Uncertainty Quantification And Stochastic Modeling With Matlab Book PDF
✏Book Title : Uncertainty Quantification and Stochastic Modeling with Matlab
✏Author : Eduardo Souza de Cursi
✏Publisher : Elsevier
✏Release Date : 2015-04-09
✏Pages : 456
✏ISBN : 9780081004715
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Uncertainty Quantification and Stochastic Modeling with Matlab Book Summary : Uncertainty Quantification (UQ) is a relatively new research area which describes the methods and approaches used to supply quantitative descriptions of the effects of uncertainty, variability and errors in simulation problems and models. It is rapidly becoming a field of increasing importance, with many real-world applications within statistics, mathematics, probability and engineering, but also within the natural sciences. Literature on the topic has up until now been largely based on polynomial chaos, which raises difficulties when considering different types of approximation and does not lead to a unified presentation of the methods. Moreover, this description does not consider either deterministic problems or infinite dimensional ones. This book gives a unified, practical and comprehensive presentation of the main techniques used for the characterization of the effect of uncertainty on numerical models and on their exploitation in numerical problems. In particular, applications to linear and nonlinear systems of equations, differential equations, optimization and reliability are presented. Applications of stochastic methods to deal with deterministic numerical problems are also discussed. Matlab® illustrates the implementation of these methods and makes the book suitable as a textbook and for self-study. Discusses the main ideas of Stochastic Modeling and Uncertainty Quantification using Functional Analysis Details listings of Matlab® programs implementing the main methods which complete the methodological presentation by a practical implementation Construct your own implementations from provided worked examples

Optimization Of Complex Systems Theory Models Algorithms And Applications Book PDF
✏Book Title : Optimization of Complex Systems Theory Models Algorithms and Applications
✏Author : Hoai An Le Thi
✏Publisher : Springer
✏Release Date : 2019-06-15
✏Pages : 1152
✏ISBN : 9783030218034
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Optimization of Complex Systems Theory Models Algorithms and Applications Book Summary : This book contains 112 papers selected from about 250 submissions to the 6th World Congress on Global Optimization (WCGO 2019) which takes place on July 8–10, 2019 at University of Lorraine, Metz, France. The book covers both theoretical and algorithmic aspects of Nonconvex Optimization, as well as its applications to modeling and solving decision problems in various domains. It is composed of 10 parts, each of them deals with either the theory and/or methods in a branch of optimization such as Continuous optimization, DC Programming and DCA, Discrete optimization & Network optimization, Multiobjective programming, Optimization under uncertainty, or models and optimization methods in a specific application area including Data science, Economics & Finance, Energy & Water management, Engineering systems, Transportation, Logistics, Resource allocation & Production management. The researchers and practitioners working in Nonconvex Optimization and several application areas can find here many inspiring ideas and useful tools & techniques for their works.

Variational Methods For Engineers With Matlab Book PDF
✏Book Title : Variational Methods for Engineers with Matlab
✏Author : Eduardo Souza de Cursi
✏Publisher : John Wiley & Sons
✏Release Date : 2015-10-02
✏Pages : 430
✏ISBN : 9781119230151
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Variational Methods for Engineers with Matlab Book Summary : This book is issued from a 30 years’ experience on the presentation of variational methods to successive generations of students and researchers in Engineering. It gives a comprehensive, pedagogical and engineer-oriented presentation of the foundations of variational methods and of their use in numerical problems of Engineering. Particular applications to linear and nonlinear systems of equations, differential equations, optimization and control are presented. MATLAB programs illustrate the implementation and make the book suitable as a textbook and for self-study. The evolution of knowledge, of the engineering studies and of the society in general has led to a change of focus from students and researchers. New generations of students and researchers do not have the same relations to mathematics as the previous ones. In the particular case of variational methods, the presentations used in the past are not adapted to the previous knowledge, the language and the centers of interest of the new generations. Since these methods remain a core knowledge – thus essential - in many fields (Physics, Engineering, Applied Mathematics, Economics, Image analysis ...), a new presentation is necessary in order to address variational methods to the actual context.

An Introduction To Computational Stochastic Pdes Book PDF
✏Book Title : An Introduction to Computational Stochastic PDEs
✏Author : Gabriel J. Lord
✏Publisher : Cambridge University Press
✏Release Date : 2014-08-11
✏Pages : 520
✏ISBN : 9780521899901
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏An Introduction to Computational Stochastic PDEs Book Summary : This book gives a comprehensive introduction to numerical methods and analysis of stochastic processes, random fields and stochastic differential equations, and offers graduate students and researchers powerful tools for understanding uncertainty quantification for risk analysis. Coverage includes traditional stochastic ODEs with white noise forcing, strong and weak approximation, and the multi-level Monte Carlo method. Later chapters apply the theory of random fields to the numerical solution of elliptic PDEs with correlated random data, discuss the Monte Carlo method, and introduce stochastic Galerkin finite-element methods. Finally, stochastic parabolic PDEs are developed. Assuming little previous exposure to probability and statistics, theory is developed in tandem with state-of-the-art computational methods through worked examples, exercises, theorems and proofs. The set of MATLAB codes included (and downloadable) allows readers to perform computations themselves and solve the test problems discussed. Practical examples are drawn from finance, mathematical biology, neuroscience, fluid flow modelling and materials science.

Quantitative Evaluation Of Systems Book PDF
✏Book Title : Quantitative Evaluation of Systems
✏Author : Marco Gribaudo
✏Publisher : Springer Nature
✏Release Date :
✏Pages :
✏ISBN : 9783030598549
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Quantitative Evaluation of Systems Book Summary :

Stochastic Rail Life Cycle Cost Maintenance Modeling Using Monte Carlo Simulation Book PDF
✏Book Title : Stochastic Rail Life Cycle Cost Maintenance Modeling Using Monte Carlo Simulation
✏Author : Rick Vandoorne
✏Publisher :
✏Release Date : 2017
✏Pages : 250
✏ISBN : OCLC:1100722370
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Stochastic Rail Life Cycle Cost Maintenance Modeling Using Monte Carlo Simulation Book Summary : The objective of this study was to quantify and determine trends in the uncertainty in the life cycle cost (LCC) associated with the maintenance and renewal (M&R) of the rail of a railway track under a fixed set of input parameters and conditions. Rail maintenance models were identified in the literature which use the mean or expected value of the input distributions to determine a corresponding mean or expected LCC. Although these models display important trends with regard to input parameters such as inspection intervals, they provide no means to quantify the uncertainty related to maintenance and renewal decisions. Thus, a numerical model was developed and programmed using MATLAB which allows the quantification of the uncertainty in the LCC estimated for a given set of conditions. The model uses Monte Carlo simulation to determine the LCC associated with the installation, maintenance and renewal of the rail. The model incorporates imperfect inspections, a hazard function for rail fatigue defects modelled using the Weibull probability distribution and a P-F interval for rail fatigue defects modelled using an exponential probability distribution. The model also allows the modelling of maintenance as either perfect or minimal maintenance as well as the use of either flash butt or alumino-thermic welds to conduct the maintenance. This allowed the development of a method to assess which weld type to use to minimise the minimum attainable mean LCC. The developed model was validated against a similar stochastic rail maintenance model from the literature. However, the model from the literature considers only the expected LCC and does not show any uncertainty related thereto. The novelty in this study therefore lies in the fact that the LCC uncertainty can be quantified in the form of a probability distribution at any given renewal tonnage for a given set of conditions. It was found that the distribution of the LCC at a given renewal tonnage followed a lognormal probability distribution. The standard deviation of the lognormal distributions fitted using the method of maximum likelihood was used as a metric to quantify the uncertainty related to the life cycle cost at a given renewal tonnage. The LCC uncertainty was found to increase with an increase in inspection interval length. Furthermore, the uncertainty was also found to increase with a respective increase in renewal tonnage. For varying inspection interval lengths it was found that the uncertainty of combined maintenance costs (planned plus unplanned maintenance costs) tended more strongly towards the uncertainty in the planned maintenance costs for smaller inspection intervals and more strongly towards the uncertainty in unplanned maintenance costs for larger inspection intervals. A critical cost ratio was found of flash butt weld cost to alumino-thermic weld cost at which the minimum attainable mean LCC was equal. It is more economical to use flash butt welding for maintenance if the cost of flash butt welding maintenance produces a cost ratio lower than the critical cost ratio. The developed model could allow railway operators to assess the risk associated with renewal of the rail at varying renewal tonnages for given conditions such as inspection interval lengths, detectability of rail fatigue defects and the arrival rate of rail fatigue defects.

📒Quantitative Biology ✍ Brian Munsky

Quantitative Biology Book PDF
✏Book Title : Quantitative Biology
✏Author : Brian Munsky
✏Publisher : MIT Press
✏Release Date : 2018-07-27
✏Pages : 728
✏ISBN : 9780262347112
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Quantitative Biology Book Summary : An introduction to the quantitative modeling of biological processes, presenting modeling approaches, methodology, practical algorithms, software tools, and examples of current research. The quantitative modeling of biological processes promises to expand biological research from a science of observation and discovery to one of rigorous prediction and quantitative analysis. The rapidly growing field of quantitative biology seeks to use biology's emerging technological and computational capabilities to model biological processes. This textbook offers an introduction to the theory, methods, and tools of quantitative biology. The book first introduces the foundations of biological modeling, focusing on some of the most widely used formalisms. It then presents essential methodology for model-guided analyses of biological data, covering such methods as network reconstruction, uncertainty quantification, and experimental design; practical algorithms and software packages for modeling biological systems; and specific examples of current quantitative biology research and related specialized methods. Most chapters offer problems, progressing from simple to complex, that test the reader's mastery of such key techniques as deterministic and stochastic simulations and data analysis. Many chapters include snippets of code that can be used to recreate analyses and generate figures related to the text. Examples are presented in the three popular computing languages: Matlab, R, and Python. A variety of online resources supplement the the text. The editors are long-time organizers of the Annual q-bio Summer School, which was founded in 2007. Through the school, the editors have helped to train more than 400 visiting students in Los Alamos, NM, Santa Fe, NM, San Diego, CA, Albuquerque, NM, and Fort Collins, CO. This book is inspired by the school's curricula, and most of the contributors have participated in the school as students, lecturers, or both. Contributors John H. Abel, Roberto Bertolusso, Daniela Besozzi, Michael L. Blinov, Clive G. Bowsher, Fiona A. Chandra, Paolo Cazzaniga, Bryan C. Daniels, Bernie J. Daigle, Jr., Maciej Dobrzynski, Jonathan P. Doye, Brian Drawert, Sean Fancer, Gareth W. Fearnley, Dirk Fey, Zachary Fox, Ramon Grima, Andreas Hellander, Stefan Hellander, David Hofmann, Damian Hernandez, William S. Hlavacek, Jianjun Huang, Tomasz Jetka, Dongya Jia, Mohit Kumar Jolly, Boris N. Kholodenko, Markek Kimmel, Michal Komorowski, Ganhui Lan, Heeseob Lee, Herbert Levine, Leslie M Loew, Jason G. Lomnitz, Ard A. Louis, Grant Lythe, Carmen Molina-París, Ion I. Moraru, Andrew Mugler, Brian Munsky, Joe Natale, Ilya Nemenman, Karol Nienaltowski, Marco S. Nobile, Maria Nowicka, Sarah Olson, Alan S. Perelson, Linda R. Petzold, Sreenivasan Ponnambalam, Arya Pourzanjani, Ruy M. Ribeiro, William Raymond, William Raymond, Herbert M. Sauro, Michael A. Savageau, Abhyudai Singh, James C. Schaff, Boris M. Slepchenko, Thomas R. Sokolowski, Petr Šulc, Andrea Tangherloni, Pieter Rein ten Wolde, Philipp Thomas, Karen Tkach Tuzman, Lev S. Tsimring, Dan Vasilescu, Margaritis Voliotis, Lisa Weber

International Journal Of Materials Product Technology Book PDF
✏Book Title : International Journal of Materials Product Technology
✏Author :
✏Publisher :
✏Release Date : 2006
✏Pages :
✏ISBN : UOM:39015047303394
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏International Journal of Materials Product Technology Book Summary :

Advanced Mathematical And Computational Tools In Metrology And Testing X Book PDF
✏Book Title : Advanced Mathematical and Computational Tools in Metrology and Testing X
✏Author : Franco Pavese
✏Publisher : World Scientific
✏Release Date : 2015-04-22
✏Pages : 448
✏ISBN : 9789814678636
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Advanced Mathematical and Computational Tools in Metrology and Testing X Book Summary : This volume contains original and refereed contributions from the tenth AMCTM Conference (http://www.nviim.ru/AMCTM2014) held in St. Petersburg (Russia) in September 2014 on the theme of advanced mathematical and computational tools in metrology and testing. The themes in this volume reflect the importance of the mathematical, statistical and numerical tools and techniques in metrology and testing and, also keeping the challenge promoted by the Metre Convention, to access a mutual recognition for the measurement standards. Contents:Fostering Diversity of Thought in Measurement Science (F Pavese and P De Bièvre)Polynomial Calibration Functions Revisited: Numerical and Statistical Issues (M G Cox and P Harris)Empirical Functions with Pre-Assigned Correlation Behaviour (A B Forbes)Models and Methods of Dynamic Measurements: Results Presented by St. Petersburg Metrologists (V A Granovskii)Interval Computations and Interval-Related Statistical Techniques: Estimating Uncertainty of the Results of Data Processing and Indirect Measurements (V Ya Kreinovich)Classification, Modeling and Quantification of Human Errors in Chemical Analysis (I Kuselman)Application of Nonparametric Goodness-of-Fit Tests: Problems and Solution (B Yu Lemeshko)Dynamic Measurements Based on Automatic Control Theory Approach (A L Shestakov)Models for the Treatment of Apparently Inconsistent Data (R Willink)Model for Emotion Measurements in Acoustic Signals and Its Analysis (Y Baksheeva, K Sapozhnikova and R Taymanov)Uncertainty Calculation in Gravimetric Microflow Measurements (E Batista, N Almeida, I Godinho and E Filipe)Uncertainties Propagation from Published Experimental Data to Uncertainties of Model Parameters Adjusted by the Least Squares (V I Belousov, V V Ezhela, Y V Kuyanov, S B Lugovsky, K S Lugovsky and N P Tkachenko)A New Approach for the Mathematical Alignment Machine Tool-Paths on a Five-Axis Machine and Its Effect on Surface Roughness (S Boukebbab, J Chaves-Jacob, J-M Linares and N Azzam)Goodness-of-Fit Tests for One-Shot Device Testing Data (E V Chimitova and N Balakrishan)Calculation of Coverage Intervals: Some Study Cases (A Stepanov, A Chunovkina and N Burmistrova)Application of Numerical Methods in Metrology of Electromagnetic Quantities (M Cundeva-Blajer)Calibration Method of Measuring Instruments in Operating Conditions (A A Danilov, Yu V Kucherenko, M V Berzhinskaya, N P Ordinartseva)Statistical Methods for Conformity Assessment When Dealing with Computationally Expensive Systems: Application to a Fire Engineering Case Study (S Demeyer, N Fischer, F Didieux and M Binacchi)Overview of EMRP Joint Reserch Project NEW06 "Traceability for Computationally-Intensive Metrology" (A B Forbes, I M Smith, F Härtig and K Wendt)Stable Units of Account for Economic Value Correct Measuring (N Hovanov)A Novel Approach for Uncertainty Evaluation Using Characteristic Function Theory (A B Ionov, N S Chernysheva and B P Ionov)Estimation of Test Uncertainty for TraCIM Reference Pairs (F Keller, K Wendt and F Härtig)Approaches for Assigning Numerical Uncertainty to Reference Data Pairs for Software Validation (G J P Kok and I M Smith)Uncertainty Evaluation for a Computationally Expensive Model of a Sonic Nozzle (G J P Kok and N Pelevic)EllipseFit4HC: A MATLAB Algorithm for Demodulation and Uncertainty Evaluation of the Quadrature Interferometer Signals (R Köning, G Wimmer and V Witkovský)Considerations on the Influence of Test Equipment Instability and Calibration Methods on Measurement Uncertainty of the Test Laboratory (A S Krivov, S V Marinko and I G Boyko)A Cartesian Method to Improve the Results and Save Computation Time in Bayesian Signal Analysis (G A Kyriazis)The Definition of the Reliability of Identification of Complex Organic Compounds Using HPLC and Base Chromatographic and Spectral Data (E V Kulyabina and Yu A Kudeyarov)Uncertainty Evaluation of Fluid Dynamic Simulation with One-Dimensional Riser Model by Means of Stochastic Differential Equations (E A O Lima, S B Melo, C C Dantas, F A S Teles and S Soares Bandiera)Simulation Method to Estimate the Uncertainties of ISO Specifications (J-M Linares and J M Sprauel)Adding a Virtual Layer in a Sensor Network to Improve Measurement Reliability (U Maniscalco and R Rizzo)Calibration Analysis of a Computational Optical System Applied in the Dimensional Monitoring of a Suspension Bridge (L L Martins, J M Rebordão and A S Ribeiro)Determination of Numerical Uncertainty Associated with Numerical Artefacts for Validating Coordinate Metrology Software (H D Minh, I M Smith and A B Forbes)Least-Squares Method and Type B Evaluation of Standard Uncertainty (R Palenčár, S Ďuriš, P Pavlásek, M Dovica, S Slosarčík and G Wimmer)Optimising Measurement Processes Using Automated Planning (S Parkinson, A Crampton and A P Longstaff)Software Tool for Conversion of Historical Temperature Scales (P Pavlásek, S Ďuriš, R Palenčár and A Merlone)Few Measurements, Non-Normality: A Statement on the Expanded Uncertainty (J Petry, B De Boeck, M Dobre and A Peruzzi)Quantifying Uncertainty in Accelerometer Sensitivity Studies (A L Rukhin and D J Evans)Metrological Aspects of Stopping Iterative Procedures in Inverse Problems for Static-Mode Measurements (K K Semenov)Inverse Problems in Theory and Practice of Measurements and Metrology (K K Semenov, G N Solopchenko and V Ya Kreinovich)Fuzzy Intervals as Foundation of Metrological Support for Computations with Inaccurate Data (K K Semenov, G N Solopchenko and V Ya Kreinovich)Testing Statistical Hypotheses for Generalized Semiparametric Proportional Hazards Models with Cross-Effect of Survival Functions (M A Semenova and E V Chimitova)Novel Reference Value and DOE Determination by Model Selection and Posterior Predictive Checking (K Shirono, H Tanaka, M Shiro and K Ehara)Certification of Algorithms for Constructing Calibration Curves of Measuring Instruments (T Siraya)Discrete and Fuzzy Encoding of the ECG-Signal for Multidisease Diagnostic System (V Uspenskiy, K Vorontsov, V Tselykh and V Bunakov)Application of Two Robust Methods in Inter-Laboratory Comparisons with Small Samples (E T Volodarsky and Z L Warsza)Validation of CMM Evaluation Software Using TraCIM (K Wendt, M Franke and F Härtig)Semi-Parametric Polynomial Method for Retrospective Estimation of the Change-Point of Parameters of Non-Gaussian Sequences (S V Zabolotnii and Z L Warsza)Use of a Bayesian Approach to Improve Uncertainty of Model-Based Measurements by Hybrid Multi-Tool Metrology (N-F Zhang, B M Barnes, R M Silver and H Zhou)Application of Effective Number of Observations and Effective Degrees of Freedom for Analysis of Autocorrelated Observations (A Zieba) Readership: Researchers, graduate students, academics and professionals in metrology. Key Features:Unique consolidated series of books (started in 1993) in mathematics, statistics and software specifically for metrology and testingAuthors are among the most prominent in the metrology and testing fieldsNo competing books in the same comprehensive fieldKeywords:Mathematics;Statistics;Modeling;Uncertainty;Metrology;Testing;Computational Tools;Measurement Science

Science Abstracts Book PDF
✏Book Title : Science Abstracts
✏Author :
✏Publisher :
✏Release Date : 1995
✏Pages :
✏ISBN : OSU:32435054907035
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Science Abstracts Book Summary :

Abstracts For The Agu Western Pacific Geophysics Meeting Book PDF
✏Book Title : Abstracts for the AGU Western Pacific Geophysics Meeting
✏Author :
✏Publisher :
✏Release Date : 2004
✏Pages :
✏ISBN : CHI:61773259
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Abstracts for the AGU Western Pacific Geophysics Meeting Book Summary :

📒Data Assimilation ✍ Kody Law

Data Assimilation Book PDF
✏Book Title : Data Assimilation
✏Author : Kody Law
✏Publisher : Springer
✏Release Date : 2015-09-05
✏Pages : 242
✏ISBN : 9783319203256
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Data Assimilation Book Summary : This book provides a systematic treatment of the mathematical underpinnings of work in data assimilation, covering both theoretical and computational approaches. Specifically the authors develop a unified mathematical framework in which a Bayesian formulation of the problem provides the bedrock for the derivation, development and analysis of algorithms; the many examples used in the text, together with the algorithms which are introduced and discussed, are all illustrated by the MATLAB software detailed in the book and made freely available online. The book is organized into nine chapters: the first contains a brief introduction to the mathematical tools around which the material is organized; the next four are concerned with discrete time dynamical systems and discrete time data; the last four are concerned with continuous time dynamical systems and continuous time data and are organized analogously to the corresponding discrete time chapters. This book is aimed at mathematical researchers interested in a systematic development of this interdisciplinary field, and at researchers from the geosciences, and a variety of other scientific fields, who use tools from data assimilation to combine data with time-dependent models. The numerous examples and illustrations make understanding of the theoretical underpinnings of data assimilation accessible. Furthermore, the examples, exercises and MATLAB software, make the book suitable for students in applied mathematics, either through a lecture course, or through self-study.

Mathematical Reviews Book PDF
✏Book Title : Mathematical Reviews
✏Author :
✏Publisher :
✏Release Date : 1993
✏Pages :
✏ISBN : UOM:39015051367525
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Mathematical Reviews Book Summary :

Advanced Manufacturing Systems Icmse 2011 Book PDF
✏Book Title : Advanced Manufacturing Systems ICMSE 2011
✏Author : Dao Guo Yang
✏Publisher : Trans Tech Publications Ltd
✏Release Date : 2011-02-21
✏Pages : 3094
✏ISBN : 9783038135821
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Advanced Manufacturing Systems ICMSE 2011 Book Summary : This work brings together the latest applications of, and advances in, CAD/CAM/CAE, energy storage and energy development, mining machinery manufacturing, new energy equipment and manufacturing, cloud manufacturing and extreme manufacturing, bio-manufacturing, enterprise informationization, integrated manufacturing systems, quality monitoring and control of manufacturing processes, measurement control technologies and intelligent systems, embedded systems, etc. This broad overview of the latest advances also provides a reference source for researchers in this field.

Life Cycle Fatigue Performance Of Coastal Slender Bridges Subject To Multi Hazards Book PDF
✏Book Title : Life Cycle Fatigue Performance of Coastal Slender Bridges Subject to Multi Hazards
✏Author : Jin Zhu
✏Publisher :
✏Release Date : 2018
✏Pages : 229
✏ISBN : OCLC:1196362009
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Life Cycle Fatigue Performance of Coastal Slender Bridges Subject to Multi Hazards Book Summary : Serving as critical links in the transportation network for coastal regions, costal slender bridges could constantly experience complex dynamic interactions with strong winds and/or high waves during extreme weather conditions, in addition to moving vehicles, such as cars, trucks, or trains. Continuously repeated stress cycles as well as corrosive coastal environments could cause significant fatigue damage accumulations at complicated weldments of the orthotropic steel deck (OSD) during lifetime, which could be critical and might affect structural safety and reliability. Nevertheless, fatigue is a damage accumulation process that is subjected to various aleatory and epistemic uncertainties from ambient environment, model simplifications, measurement error, et cetera Challenges, such as realistic load characterization, modeling and simulation of complex structures, model parameter identification and calibration as well as uncertainty quantification, exist when evaluating the dynamic performance and fatigue damage of structural details in the vehicle-bridge-wind-wave (VBWW) system. To address these challenges, this dissertation proposes a list of versatile and efficient numerical schemes to enable: (1) comprehensive dynamic performance analysis of coupled VBWW system; and (2) probabilistic assessment and prediction of fatigue damage of OSD accounting for various uncertainties. A general analytical VBWW platform is first established based on the finite element analysis (FEA) software ANSYS and programing software MATLAB. With the established VBWW platform: (1) global dynamic responses of the vehicle-bridge system subjected to various service and extreme wind and wave loads can be rationally predicted; (2) comprehensive vehicle driving safety and ride comfort evaluations are also carried out using current state-of-art evaluation criterion. As an extension of the VBWW platform, two probabilistic fatigue damage assessment schemes were developed based on machine learning algorithms. The first one is to integrate the multi-scale FEA and the support vector machine (SVM) for fatigue reliability evaluation considering life-cycle stochastic dynamic loads. The second one is to use the dynamic Bayesian network (DBN) for fatigue damage diagnosis and prognosis of an OSD through integrating the physics-based model with field inspections while accounting for the associated uncertainties. Through the two established numerical schemes, the fatigue damage of the coastal bridge in the context of VBWW system can be evaluated.

Biomimicry For Optimization Control And Automation Book PDF
✏Book Title : Biomimicry for Optimization Control and Automation
✏Author : Kevin M. Passino
✏Publisher : Springer Science & Business Media
✏Release Date : 2004-08-27
✏Pages : 926
✏ISBN : 1852338040
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Biomimicry for Optimization Control and Automation Book Summary : This is the only comprehensive textbook on this topic. The complete treatment will be attractive for classes and for researchers.

System Identification Sysid 03  Book PDF
✏Book Title : System Identification SYSID 03
✏Author : Paul Van Den Hof
✏Publisher : Elsevier
✏Release Date : 2004-07-13
✏Pages : 2088
✏ISBN : 0080437095
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏System Identification SYSID 03 Book Summary : The scope of the symposium covers all major aspects of system identification, experimental modelling, signal processing and adaptive control, ranging from theoretical, methodological and scientific developments to a large variety of (engineering) application areas. It is the intention of the organizers to promote SYSID 2003 as a meeting place where scientists and engineers from several research communities can meet to discuss issues related to these areas. Relevant topics for the symposium program include: Identification of linear and multivariable systems, identification of nonlinear systems, including neural networks, identification of hybrid and distributed systems, Identification for control, experimental modelling in process control, vibration and modal analysis, model validation, monitoring and fault detection, signal processing and communication, parameter estimation and inverse modelling, statistical analysis and uncertainty bounding, adaptive control and data-based controller tuning, learning, data mining and Bayesian approaches, sequential Monte Carlo methods, including particle filtering, applications in process control systems, motion control systems, robotics, aerospace systems, bioengineering and medical systems, physical measurement systems, automotive systems, econometrics, transportation and communication systems *Provides the latest research on System Identification *Contains contributions written by experts in the field *Part of the IFAC Proceedings Series which provides a comprehensive overview of the major topics in control engineering.

Proceedings Of The Ieee Instrumentation And Measurement Technology Conference Book PDF
✏Book Title : Proceedings of the IEEE Instrumentation and Measurement Technology Conference
✏Author :
✏Publisher :
✏Release Date : 2003
✏Pages :
✏ISBN : UIUC:30112058570067
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Proceedings of the IEEE Instrumentation and Measurement Technology Conference Book Summary :

International Aerospace Abstracts Book PDF
✏Book Title : International Aerospace Abstracts
✏Author :
✏Publisher :
✏Release Date : 1995
✏Pages :
✏ISBN : STANFORD:36105016772548
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏International Aerospace Abstracts Book Summary :

📒System Identification ✍ Rik Pintelon

System Identification Book PDF
✏Book Title : System Identification
✏Author : Rik Pintelon
✏Publisher : John Wiley & Sons
✏Release Date : 2004-04-05
✏Pages : 648
✏ISBN : 9780471660958
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏System Identification Book Summary : Electrical Engineering System Identification A Frequency DomainApproach How does one model a linear dynamic system from noisydata? This book presents a general approach to this problem, withboth practical examples and theoretical discussions that give thereader a sound understanding of the subject and of the pitfallsthat might occur on the road from raw data to validated model. Theemphasis is on robust methods that can be used with a minimum ofuser interaction. Readers in many fields of engineering will gainknowledge about: * Choice of experimental setup and experiment design * Automatic characterization of disturbing noise * Generation of a good plant model * Detection, qualification, and quantification of nonlineardistortions * Identification of continuous- and discrete-time models * Improved model validation tools and from the theoretical side about: * System identification * Interrelations between time- and frequency-domainapproaches * Stochastic properties of the estimators * Stochastic analysis System Identification: A Frequency Domain Approach is written forpracticing engineers and scientists who do not want to delve intomathematical details of proofs. Also, it is written for researcherswho wish to learn more about the theoretical aspects of the proofs.Several of the introductory chapters are suitable forundergraduates. Each chapter begins with an abstract and ends withexercises, and examples are given throughout.

📒Index To Ieee Publications ✍ Institute of Electrical and Electronics Engineers

Index To Ieee Publications Book PDF
✏Book Title : Index to IEEE Publications
✏Author : Institute of Electrical and Electronics Engineers
✏Publisher :
✏Release Date : 1995
✏Pages :
✏ISBN : STANFORD:36105021092114
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Index to IEEE Publications Book Summary :

📒Artificial Intelligence ✍ Stuart J. Russell

Artificial Intelligence Book PDF
✏Book Title : Artificial Intelligence
✏Author : Stuart J. Russell
✏Publisher : Prentice Hall
✏Release Date : 2010
✏Pages : 1132
✏ISBN : 9780136042594
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Artificial Intelligence Book Summary : Artificial intelligence: A Modern Approach, 3e,is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence. It is also a valuable resource for computer professionals, linguists, and cognitive scientists interested in artificial intelligence. The revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.

Achievements In Engineering Sciences Book PDF
✏Book Title : Achievements in Engineering Sciences
✏Author : Vinod Kumar
✏Publisher : Trans Tech Publications Ltd
✏Release Date : 2014-04-28
✏Pages : 2086
✏ISBN : 9783038264651
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Achievements in Engineering Sciences Book Summary : Collection of selected, peer reviewed papers from the 2014 3rd International Conference on Manufacturing Engineering and Process (ICMEP 2013), April 10-11, 2014, Seoul, Korea. The 378 papers are grouped as follows: Chapter 1: Advanced Materials Engineering and Processing Technologies, Chapter 2: General Mechanical Engineering and Applied Mechanics, Chapter 3: Applied Thermodynamics, Heat Transfer, Energy Conversion, Chapter 4: Instrumentation, Measurement Technologies, Analysis and Methodology, Chapter 5: Electronics and Integrated Circuits, Embedded Technology and Applications, Chapter 6: Electrical Engineering and Electric Machines, Chapter 7: Power System and Energy Engineering, Its Applications, Chapter 8: Mechatronics and Robotics, Chapter 9: Control and Automation of Manufacturing, Chapter 10: Signal and Image Processing, Data Mining and Computational Mathematics, Chapter 11: Communication, Networks and Information Technologies, Chapter 12: New Technologies, Methods and Technique in Civil Engineering, Chapter 13: Traffic and Transportation, Chapter 14: Oil and Gas Engineering, Chapter 15: Product Design and Industrial Engineering

Advanced Manufacturing And Information Engineering Intelligent Instrumentation And Industry Development Book PDF
✏Book Title : Advanced Manufacturing and Information Engineering Intelligent Instrumentation and Industry Development
✏Author : J.Z. Ma
✏Publisher : Trans Tech Publications Ltd
✏Release Date : 2014-08-11
✏Pages : 4066
✏ISBN : 9783038265771
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Advanced Manufacturing and Information Engineering Intelligent Instrumentation and Industry Development Book Summary : Collection of selected, peer reviewed papers from the 2014 2nd International Conference on Precision Mechanical Instruments and Measurement Technology (ICPMIMT 2014), May 30-31, 2014, Chongqing, China. The 885 papers are grouped as follows: Chapter 1: Mechanics and Dynamics, Applied Mechanics, Advanced Development in Manufacturing and Industry Engineering, Chapter 2: Mechatronics, Automation and Control, Intelligent Algorithms for Automation and Control, Chapter 3: Measurement and Instrumentation, Monitoring, Testing, Detection, Recognition and Identification Technologies, Chapter 4: Power and Electric Research, Electronics and Microelectronics, Embedded and Integrated Systems, Chapter 5: Algorithms, Computation and Information Technologies

Computational Materials Science Book PDF
✏Book Title : Computational Materials Science
✏Author : Feng Xiong
✏Publisher : Trans Tech Publications Ltd
✏Release Date : 2011-07-04
✏Pages : 2370
✏ISBN : 9783038136118
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Computational Materials Science Book Summary : The goal of this collection was to gather together up-to-date knowledge from researchers in academia and industry, as well as end-uses, and also give them the opportunity to share ideas, problems and solutions related to the divers aspects of Computational Materials Science, Mechanical, Industrial and Manufacturing Engineering. The result is an up-to-date survey which should be essential reading for those interested in thesetopics. Volume is indexed by Thomson Reuters CPCI-S (WoS).

Optoelectronics Engineering And Information Technologies In Industry Book PDF
✏Book Title : Optoelectronics Engineering and Information Technologies in Industry
✏Author : D.A. Li
✏Publisher : Trans Tech Publications Ltd
✏Release Date : 2013-09-18
✏Pages : 2320
✏ISBN : 9783038261544
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Optoelectronics Engineering and Information Technologies in Industry Book Summary : Collection of selected, peer reviewed papers from the 2013 2nd International Conference on Opto-Electronics Engineering and Materials Research (OEMR 2013), October 19-20, 2013, Zhengzhou, Henan, China. The 467 papers are grouped as follows: Chapter 1: Optoelectronic, Communication Technology and Applications; Chapter 2: Materials Science Engineering; Chapter 3: Mechatronics, Control and Management, Testing, Measurement and Monitoring Technologies; Chapter 4: Image Processing Technology and Methodology, Recognize Technologies; Chapter 5: Computing Methods and Algorithms, Automation and Information Technologies, CAD Applications.

Advanced Designs And Researches For Manufacturing Book PDF
✏Book Title : Advanced Designs and Researches for Manufacturing
✏Author : Peng Cheng Wang
✏Publisher : Trans Tech Publications Ltd
✏Release Date : 2012-12-13
✏Pages : 2738
✏ISBN : 9783038139256
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Advanced Designs and Researches for Manufacturing Book Summary : Volume is indexed by Thomson Reuters CPCI-S (WoS). The studies presented here cover the topics of product design, manufacturing and analysis, management and production scheduling, supply chains, CAD/CAM/CAE, reliability, fault diagnostics and quality monitoring, measurement techniques, technologies and equipment, dynamic analysis of mechanical systems and mechanical transmissions, fluid power transmission and control, mechatronics, industrial robotics, control technologies and intelligent systems, electronic and microelectronic technology, embedded systems, signal and intelligent information processing, software and computers in research and engineering solutions.

Quantum Nano Micro And Information Technologies Book PDF
✏Book Title : Quantum Nano Micro and Information Technologies
✏Author : Yuan Zhi Wang
✏Publisher : Trans Tech Publications Ltd
✏Release Date : 2010-11-11
✏Pages : 622
✏ISBN : 9783038135241
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Quantum Nano Micro and Information Technologies Book Summary : Volume is indexed by Thomson Reuters CPCI-S (WoS). The objective of this special collection was to provide a forum for researchers, educators, engineers and government officials, involved in the general areas of Quantum, Nano, Micro Technologies, mechatronics, robotics, automation, power and sensors, to present their latest research results and to exchange views on the future research paths in these fields.

Natural Resources And Sustainable Development Ii Book PDF
✏Book Title : Natural Resources and Sustainable Development II
✏Author : Jian Guo Wu
✏Publisher : Trans Tech Publications Ltd
✏Release Date : 2012-05-14
✏Pages : 4260
✏ISBN : 9783038138327
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏Natural Resources and Sustainable Development II Book Summary : The present volumes contain up-to-date, comprehensive and state-of-the art knowledge in the fields of: Mineral Prospecting and Exploration; Mining Engineering and Coal Mining; Mining Machinery Engineering; Mineral Process Engineering; Oil and Gas Well Development Projects; Petrochemical Engineering and Chemical Engineering; Metallurgical Engineering; Forestry Engineering; Storage and Processing of Agricultural Products; Energy Saving and Low Carbon Ideas; Development and Management of the Energy Industry; Environmental Protection and Circular Economy; Ecological Civilization and Low-Carbon Economy; Theory and Practice of Sustainable Development; Computer-Aided Design/Engineering. The contents will be invaluable to a wide range of environment-conscious responsible process engineers.

System Identification Sysid 03  Book PDF
✏Book Title : System Identification SYSID 03
✏Author : Paul Van Den Hof
✏Publisher : Elsevier
✏Release Date : 2004-07-13
✏Pages : 2088
✏ISBN : 0080437095
✏Available Language : English, Spanish, And French

Click Here To Get Book

✏System Identification SYSID 03 Book Summary : The scope of the symposium covers all major aspects of system identification, experimental modelling, signal processing and adaptive control, ranging from theoretical, methodological and scientific developments to a large variety of (engineering) application areas. It is the intention of the organizers to promote SYSID 2003 as a meeting place where scientists and engineers from several research communities can meet to discuss issues related to these areas. Relevant topics for the symposium program include: Identification of linear and multivariable systems, identification of nonlinear systems, including neural networks, identification of hybrid and distributed systems, Identification for control, experimental modelling in process control, vibration and modal analysis, model validation, monitoring and fault detection, signal processing and communication, parameter estimation and inverse modelling, statistical analysis and uncertainty bounding, adaptive control and data-based controller tuning, learning, data mining and Bayesian approaches, sequential Monte Carlo methods, including particle filtering, applications in process control systems, motion control systems, robotics, aerospace systems, bioengineering and medical systems, physical measurement systems, automotive systems, econometrics, transportation and communication systems *Provides the latest research on System Identification *Contains contributions written by experts in the field *Part of the IFAC Proceedings Series which provides a comprehensive overview of the major topics in control engineering.