Estimators for Uncertain Dynamic Systems

Estimators for Uncertain Dynamic Systems PDF Author: A.I. Matasov
Publisher: Springer Science & Business Media
ISBN: 9401153221
Category : Technology & Engineering
Languages : en
Pages : 428

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Book Description
When solving the control and design problems in aerospace and naval engi neering, energetics, economics, biology, etc., we need to know the state of investigated dynamic processes. The presence of inherent uncertainties in the description of these processes and of noises in measurement devices leads to the necessity to construct the estimators for corresponding dynamic systems. The estimators recover the required information about system state from mea surement data. An attempt to solve the estimation problems in an optimal way results in the formulation of different variational problems. The type and complexity of these variational problems depend on the process model, the model of uncertainties, and the estimation performance criterion. A solution of variational problem determines an optimal estimator. Howerever, there exist at least two reasons why we use nonoptimal esti mators. The first reason is that the numerical algorithms for solving the corresponding variational problems can be very difficult for numerical imple mentation. For example, the dimension of these algorithms can be very high.

Uncertain Dynamic Systems

Uncertain Dynamic Systems PDF Author: Fred C. Schweppe
Publisher: Prentice Hall
ISBN:
Category : Mathematics
Languages : en
Pages : 588

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Control and Estimation of Uncertain Dynamic Systems Described by Difference Inclusions

Control and Estimation of Uncertain Dynamic Systems Described by Difference Inclusions PDF Author: Spyros Savva Andreou
Publisher:
ISBN:
Category : Control theory
Languages : en
Pages : 274

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Parameter Estimates in Uncertain Models of Dynamic Systems

Parameter Estimates in Uncertain Models of Dynamic Systems PDF Author: D. J. Leal
Publisher:
ISBN:
Category :
Languages : en
Pages : 30

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Minimax and Multiple Model State Estimation Procedures for Uncertain Dynamic Systems

Minimax and Multiple Model State Estimation Procedures for Uncertain Dynamic Systems PDF Author: Haris Ashraf
Publisher:
ISBN:
Category :
Languages : en
Pages : 120

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Optimal Estimation of Dynamic Systems

Optimal Estimation of Dynamic Systems PDF Author: John L. Crassidis
Publisher: CRC Press
ISBN: 0203509129
Category : Mathematics
Languages : en
Pages : 606

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Book Description
Most newcomers to the field of linear stochastic estimation go through a difficult process in understanding and applying the theory.This book minimizes the process while introducing the fundamentals of optimal estimation. Optimal Estimation of Dynamic Systems explores topics that are important in the field of control where the signals receiv

Control of Uncertain Dynamic Systems

Control of Uncertain Dynamic Systems PDF Author: Shankar P. Bhattacharyya
Publisher: CRC Press
ISBN: 1000102564
Category : Technology & Engineering
Languages : en
Pages : 535

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Book Description
This book is a collection of 34 papers presented by leading researchers at the International Workshop on Robust Control held in San Antonio, Texas in March 1991. The common theme tying these papers together is the analysis, synthesis, and design of control systems subject to various uncertainties. The papers describe the latest results in parametric understanding, H8 uncertainty, l1 optical control, and Quantitative Feedback Theory (QFT). The book is the first to bring together all the diverse points of view addressing the robust control problem and should strongly influence development in the robust control field for years to come. For this reason, control theorists, engineers, and applied mathematicians should consider it a crucial acquisition for their libraries.

Output Feedback Variable Structure Controllers and State Estimators for Uncertain Dynamic Systems

Output Feedback Variable Structure Controllers and State Estimators for Uncertain Dynamic Systems PDF Author: Stanislaw H. Żak
Publisher:
ISBN:
Category : Control theory
Languages : en
Pages : 78

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Book Description
Abstract: "In this paper we propose a new class of output feedback variable structure controllers and state estimators (observers) for uncertain dynamic systems with bounded uncertainties. No statistical information about the uncertain elements is assumed. A variable structure systems (VSS) approach together with the geometric approach to the analysis and synthesis of system zeros are employed in the synthesis of the proposed output feedback controllers and state estimators. The role of system zeros in the output feedback stabilization and state estimation, using the VSS approach, is discussed. Numerical examples included illustrate the feasibility of the proposed stabilization and state estimation schemes."

Model Validation and Uncertainty Quantification, Volume 3

Model Validation and Uncertainty Quantification, Volume 3 PDF Author: H. Sezer Atamturktur
Publisher: Springer
ISBN: 3319152246
Category : Technology & Engineering
Languages : en
Pages : 361

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Book Description
Model Validation and Uncertainty Quantification, Volume 3. Proceedings of the 33rd IMAC, A Conference and Exposition on Balancing Simulation and Testing, 2015, the third volume of ten from the Conference brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Structural Dynamics, including papers on: Uncertainty Quantification & Model Validation Uncertainty Propagation in Structural Dynamics Bayesian & Markov Chain Monte Carlo Methods Practical Applications of MVUQ Advances in MVUQ & Model Updating

Modeling, Estimation and Control of Systems with Uncertainty

Modeling, Estimation and Control of Systems with Uncertainty PDF Author: G.B. DiMasi
Publisher: Springer Science & Business Media
ISBN: 1461204437
Category : Science
Languages : en
Pages : 478

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Book Description
This volume contains the papers that have been presented at the Conference on Modeling and Control of Uncertain Systems held in Sopron, Hungary on September 3-7, 1990, organised within the framework of the activities of the System and Decision Sciences Program of IIASA - the International Institute for Applied Systems Analysis. The importance of the subject has drawn the attention of researchers all over the world since several years. In fact, in most actual applications the knowledge about the system under investigation presents aspects of uncertainty due to measurement errors or poor understanding of the rele vant underlying mechanisms. For this reason models that take into account these intrinsic uncertainties have been used and techniques for the analysis of their behavior as well as for their estimation and control have been devel oped. The main ways to deal with uncertainty consist in its description by stochastic processes or in terms of set-valued dynamics and this volume col lects relevant contributions in both directions. However, in order to avoid undesirable distinctions between these approaches, but on the contrary to stress the unity of ideas, we decided to organize the papers according to the alphabetical order of their authors. We should like to take this opportunity to thank IIASA for supporting the Conference and the Hungarian National Member Organization for the kind hospitality in Sopron. Finally we would like to express our gratitude to Ms. Donna Huchthausen for her valuable secretarial assistance. Vienna, February 20, 1991 GIOVANNI B.