Estimation And Inference In Discrete Event Systems
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Estimation And Inference In Discrete Event Systems
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Author : Christoforos N. Hadjicostis
language : en
Publisher: Springer Nature
Release Date : 2019-10-02
Estimation And Inference In Discrete Event Systems written by Christoforos N. Hadjicostis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-02 with Technology & Engineering categories.
Estimation and Inference in Discrete Event Systems chooses a popular model for emerging automation systems—finite automata under partial observation—and focuses on a comprehensive study of the key problems of state estimation and event inference. The text includes treatment of current, delayed, and initial state estimation. Related applications for assessing and enforcing resiliency—fault detection and diagnosis—and security—privacy and opacity—properties are discussed, enabling the reader to apply these techniques in a variety of emerging applications, among them automated manufacturing processes, intelligent vehicle/highway systems, and autonomous vehicles. The book provides a systematic development of recursive algorithms for state estimation and event inference. The author also deals with the verification of pertinent properties such as: the ability to determine the exact state of a system, “detectability”; the ability to ensure that certain classes of faults can be detected/identified, “diagnosability”; and the ability to ensure that certain internal state variables of the system remain “hidden” from the outside world regardless of the type of activity that is taking place, “opacity”. This book allows students, researchers and practicing engineers alike to grasp basic aspects of state estimation in discrete event systems, aspects like distributivity and probabilistic inference, quickly and without having to master the entire breadth of models that are available in the literature.
Large Scale System Analysis Under Uncertainty
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Author : Alejandro D. Domínguez-García
language : en
Publisher: Cambridge University Press
Release Date : 2022-02-17
Large Scale System Analysis Under Uncertainty written by Alejandro D. Domínguez-García and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-17 with Mathematics categories.
Discover a comprehensive set of tools and techniques for analyzing the impact of uncertainty on large-scale engineered systems. Providing accessible yet rigorous coverage, it showcases the theory through detailed case studies drawn from electric power application problems, including the impact of integration of renewable-based power generation in bulk power systems, the impact of corrupted measurement and communication devices in microgrid closed-loop controls, and the impact of components failures on the reliability of power supply systems. The case studies also serve as a guide on how to tackle similar problems that appear in other engineering application domains, including automotive and aerospace engineering. This is essential reading for academic researchers and graduate students in power systems engineering, and dynamic systems and control engineering.
Dynamic Models And Discrete Event Simulation
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Author : W. Delaney
language : en
Publisher: CRC Press
Release Date : 2020-11-25
Dynamic Models And Discrete Event Simulation written by W. Delaney and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-25 with Technology & Engineering categories.
This book aims to clarify exactly how simulation studies can be carried out in the system theory paradigm, while providing a realistically complete coverage of (discrete event) simulation in its more traditional aspects. It focuses on the subclass of predictive, generative and dynamic system models.
Maintenance Models For Systems Subject To Measurable Deterioration
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Author : Robin Pieter Nicolai
language : en
Publisher: Rozenberg Publishers
Release Date : 2008
Maintenance Models For Systems Subject To Measurable Deterioration written by Robin Pieter Nicolai and has been published by Rozenberg Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Banks and banking, Central categories.
Complex engineering systems such as bridges, roads, flood defence structures, and power pylons play an important role in our society. Unfortunately such systems are subject to deterioration, meaning that in course of time their condition falls from higher to lower, and possibly even to unacceptable, levels. Maintenance actions such as inspection, local repair and replacement should be done to retain such systems in or restore them to acceptable operating conditions. After all, the economic consequences of malfunctioning infrastructure systems can be huge. In the life-cycle management of engineering systems, the decisions regarding the timing and the type of maintenance depend on the temporal uncertainty associated with the deterioration. Hence it is of importance to model this uncertainty. In the literature, deterioration models based on Brownian motion and gamma process have had much attention, but a thorough comparison of these models lacks. In this thesis both models are compared on several aspects, both in a theoretical as well as in an empirical setting. Moreover, they are compared with physical process models, which can capture structural insights into the underlying process. For the latter a new framework is developed to draw inference. Next, models for imperfect maintenance are investigated. Finally, a review is given for systems consisting of multiple components.
The Theory Of Canonical Moments With Applications In Statistics Probability And Analysis
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Author : Holger Dette
language : en
Publisher: John Wiley & Sons
Release Date : 1997-09-08
The Theory Of Canonical Moments With Applications In Statistics Probability And Analysis written by Holger Dette and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-09-08 with Mathematics categories.
Abweichend von dem in der Literatur üblichen Ansatz, wird die Momententheorie und ihre Anwendung hier aus dem Blickwinkel von Statistik, Wahrscheinlichkeitstheorie und Analysis betrachtet. Zweck des Buches ist aufzuzeigen, daß die kanonischen Momente ein sehr leistungsstarkes Instrument sind zur Bestimmung der optimalen Versuchsplanung, zur Berechnung der Hauptmerkmale der Random-Walk-Theorie und zur Behandlung wahrscheinlichkeits- und statistikspezifischer Momentproblematik. Die Themenauswahl erfolgte unter dem Gesichtspunkt, daß einerseits anwendungsorientierte Leser einen ausreichend großen Einblick gewinnen, um mit dieser Problematik ganz konkret arbeiten zu können und andererseits Theoretiker eine erschöpfende Darstellung des mathematischen Hintergrundes erhalten. (10/97)
Quantitative Measure For Discrete Event Supervisory Control
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Author : Asok Ray
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-06-21
Quantitative Measure For Discrete Event Supervisory Control written by Asok Ray and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-06-21 with Computers categories.
Supervisory Control Theory (SCT) provides a tool to model and control human-engineered complex systems, such as computer networks, World Wide Web, identification and spread of malicious executables, and command, control, communication, and information systems. Although there are some excellent monographs and books on SCT to control and diagnose discrete-event systems, there is a need for a research monograph that provides a coherent quantitative treatment of SCT theory for decision and control of complex systems. This new monograph will assimilate many new concepts that have been recently reported or are in the process of being reported in open literature. The major objectives here are to present a) a quantitative approach, supported by a formal theory, for discrete-event decision and control of human-engineered complex systems; and b) a set of applications to emerging technological areas such as control of software systems, malicious executables, and complex engineering systems. The monograph will provide the necessary background materials in automata theory and languages for supervisory control. It will introduce a new paradigm of language measure to quantitatively compare the performance of different automata models of a physical system. A novel feature of this approach is to generate discrete-event robust optimal decision and control algorithms for both military and commercial systems.
A Weak Convergence Approach To The Theory Of Large Deviations
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Author : Paul Dupuis
language : en
Publisher: John Wiley & Sons
Release Date : 2011-09-09
A Weak Convergence Approach To The Theory Of Large Deviations written by Paul Dupuis and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-09 with Mathematics categories.
Applies the well-developed tools of the theory of weak convergenceof probability measures to large deviation analysis--a consistentnew approach The theory of large deviations, one of the most dynamic topics inprobability today, studies rare events in stochastic systems. Thenonlinear nature of the theory contributes both to its richness anddifficulty. This innovative text demonstrates how to employ thewell-established linear techniques of weak convergence theory toprove large deviation results. Beginning with a step-by-stepdevelopment of the approach, the book skillfully guides readersthrough models of increasing complexity covering a wide variety ofrandom variable-level and process-level problems. Representationformulas for large deviation-type expectations are a key tool andare developed systematically for discrete-time problems. Accessible to anyone who has a knowledge of measure theory andmeasure-theoretic probability, A Weak Convergence Approach to theTheory of Large Deviations is important reading for both studentsand researchers.
Modeling Analysis And Control Of Centralized And Decentralized Logical Discrete Event Systems
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Author : George Russell Barrett
language : en
Publisher:
Release Date : 1999
Modeling Analysis And Control Of Centralized And Decentralized Logical Discrete Event Systems written by George Russell Barrett and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with categories.
Monitoring And Control Of Centralized And Decentralized Partially Observed Discrete Event Systems
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Author : Tae-Sic Yoo
language : en
Publisher:
Release Date : 2002
Monitoring And Control Of Centralized And Decentralized Partially Observed Discrete Event Systems written by Tae-Sic Yoo and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with categories.
Statistical Factor Analysis And Related Methods
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Author : Alexander T. Basilevsky
language : en
Publisher: John Wiley & Sons
Release Date : 2009-09-25
Statistical Factor Analysis And Related Methods written by Alexander T. Basilevsky and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-09-25 with Mathematics categories.
Statistical Factor Analysis and Related Methods Theory andApplications In bridging the gap between the mathematical andstatistical theory of factor analysis, this new work represents thefirst unified treatment of the theory and practice of factoranalysis and latent variable models. It focuses on such areasas: * The classical principal components model and sample-populationinference * Several extensions and modifications of principal components,including Q and three-mode analysis and principal components in thecomplex domain * Maximum likelihood and weighted factor models, factoridentification, factor rotation, and the estimation of factorscores * The use of factor models in conjunction with various types ofdata including time series, spatial data, rank orders, and nominalvariable * Applications of factor models to the estimation of functionalforms and to least squares of regression estimators