DISTRIBUTION OF TEMPERATURE IN A SPATIALLY ONE- DIMENSIONAL OBJECT AS A RESULT OF THE ACTIVE POINT SOURCE

Size: px
Start display at page:

Download "DISTRIBUTION OF TEMPERATURE IN A SPATIALLY ONE- DIMENSIONAL OBJECT AS A RESULT OF THE ACTIVE POINT SOURCE"

Transcription

1 DISTRIBUTION OF TEMPERATURE IN A SPATIALLY ONE- DIMENSIONAL OBJECT AS A RESULT OF THE ACTIVE POINT SOURCE Yury Iyushin and Anton Mokeev Saint-Petersburg Mining University, Vasiievsky Isand, 1 st ine, Saint-Petersburg, Russia E-Mai: orov83@mai.ru ABSTRACT This artice presents the concept of systems with distributed parameters and investigates the method of distributed controer synthesis and a homogeneous contro object. This artice anayzes main methods of transferring heat energy. On the basis of the heat-transfer equation, the function of initia heating has been obtained, and the process has been mathematicay simuated, and the resuts obtained have been anayzed. The practica resuts of this research make it possibe to draw a concusion about the possibiity of buiding a siicon-carbide heating eement made in the shape of an isotropic rod. Keywords: function grinna, mathematica mode, portioned systems, anaysis. INTRODUCTION In continuous automatic contro systems, information is represented as signas described by continuous functions. Aong with continuous methods of signa transmission and conversion, discrete signas are widey used in which signas are quantized. Quantization or samping consists in the representation of a continuous signa by its discrete vaues. Depending on the type of quantization, the automatic contro systems with umped parameters are divided into discrete (reay), discrete (puse), discrete in eve and time (reay-puse) in eve. The impementation of the input effect in systems with distributed parameters is carried out by discretizing it over spatia coordinates. For exampe, the reaization of the heat fux fied is carried out by means of a sectiona heater, and the number of sections can be arbitrariy arge. Thus, to the specified types of discretization it is necessary to add discretization with respect to spatia coordinates, both the input action and the sensors for observing. The fied of appication of discrete systems is very diverse. There are two main categories of such systems. Systems that are discrete in their physica nature, i.e. information in them exists ony at discrete instants of time. Exampes of this category of discrete systems are the radar detection and tracking systems of the target. There are numerous physica and bioogica phenomena, processes in socia and economic systems, the dynamics of which can adequatey be described ony by discrete modes. Systems in which information exists continuousy but is intentionay quantized to obtain some new properties as compared to continuous systems. These properties can be: ease of impementation, increased reiabiity, increased accuracy, smaer overa dimensions and cost. Rapid progress in computer technoogy, the widespread use of microprocessors in contro systems further increase interest in discrete systems. MATERIALS AND METHODS Anaysis of the management system: as a spatia objec we consider a homogeneous cyindrica rod. We wi assume that the controing effect is the heat fux generated by the sources, reaized as sections of a sectiona heater, distributed aong the boundary of the atera surface of the cyinder. The sources are switched on using reay eements. The zero temperature is maintained at the ends of the rod. Let us set the probem of temperature stabiization at a eve of a certain vaue (Iyushin, Pervukhin, Afanasieva, Kavdiev, Koesnichenko, 1). RESULTS AND DISCUSSIONS Consider a cyindrica rod of radius R ength, presented in the picture 1. The mathematica mode of the process of heat propagation has the form (Iyushin, Pervukhin, Afanasieva, Kavdiev, Koesnichenko, 15): ät ät ä T 1 ät a är r är ä T äx T зад r R (1) T ( r, temperature fied of a cyindrica rod a preset factor R, given numbers r spatia coordinates t time. Figure-1. Cyindrica rod. 138

2 form: The boundary conditions of equation (1) have the T(, r, T (, r, () T( R, u( (3) ät(, ). () är The function of the output is the function (, R * * * T x,, R specified number ( R R). Condition () indicates that the ends of the rod have a temperature equa to zero. Condition () is a symmetry condition for the therma fieds. The input effect is distributed aong the boundary, which refects the condition (3). Suppose that the rod is thin enough that at any point in time the temperature at a points of the cross section coud be considered the same. In other words, we assume that the cyinder is spatiay one-dimensiona. In this case, we keep the boundary condition (3), assuming that the boundary is not ony the ends of the rod, but aso its atera surface. We introduce this boundary condition into the right-hand side of the basic equation. The necessity of the boundary condition () disappears. We add a zero initia condition. With a the assumptions made, the mathematica mode of the process of heat propagation wi take the form (Gakin, 17): дt a u ( x, t ) дt д T x дx Boundary and initia conditions: t (5) T(, T(, T ( ) (9) The coefficients and the input functions take on the vaues [3, ]: A A1 1 C a B1 C1, f ( x ) ( t ), g, g. 1 Then the genera soution of the boundary vaue probem in integra form takes the form: t T( G(, ) ) ( )dd ( x (, ) t (1) The obtained mode describes the process of heat propagation in the rod, under assumptions that aow the system to be considered inear and the contro process to be continuous. To stabiize the temperature, it is necessary to consider a cosed contro system, represented in the form of the foowing structura scheme (see Figure-). The reguator of such a system can be reaized as a noninear discrete agorithm. This agorithm must perform an impact on the deviation of temperature from a given vaue at certain points at a certain time. Before any negative deviations occur T( T, it is necessary to heat the rod to a temperature exceeding the vaue зад T зад aong the entire ength of the rod. That is, it is necessary to form, so-caed, the function of initia heating. This function can be formed as a resut of the initia incusion of a sources (Koesnikov, 1). T(, T (, (6) T ( ). (7) The contro effect u ( is created by sources that are switched on by means of reay eements. The output variabe of the reay eement has a rectanguar shape. When the number of sources tends to infinity, it wi take the form of an impuse created by a point source. Assuming that the action of each source occurs during an infinitesima time interva, it can be assumed that the contro action is created by instantaneous point sources and is represented as a product of deta functions (Chernyshev, 9, Chernyshev, 1). u ( ( x ) ( t ). The mathematica mode takes the form: дt a ( x ) ( t ) дt ä T äx x t. (8) Figure-. Structura diagram of a cosed-oop contro system. Сircuit eements: «Задающее устройство» - Master device «Регулятор» - Reguator «Контроллер» - Controer «Объект» - Object «Измерительное устройство» - Measuring device In the mathematica mode (8) - (9) it is necessary to change the initia conditions. As a resu the mathematica mode takes the form: 139

3 дt a ( x ) ( t ) дt ä T äx x t (11) T(, T (, (1) T ( ) ( x ) ( (13) Then, the genera soution in integra form wi be expressed as: T( G(, ( d G(, ) ( ) ( )dd x (, ) t. ) t (1) The mathematica mode (11) - (13) obtained and the integra representation of the soution (1) can ony be of a basic nature. The rea reguatory system under consideration is of a discrete nature. Sources and sensors are ocated at specific fixed points, their number is imited. The time for switching on the contro actions is determined in accordance with the software agorithm, when the output vaue reaches the set vaue at the sensor setting point (Koesnikov, Zarembo, 1). Let us anayze the infuence of the components of the series at n. At the initia instant of time, when, is obtained: t, na exp t 1 Then the temperature at the points of the rod wi be expressed by the formua: n n T( ) sin xsin T( ) n 1 Let the instantaneous heat source affect the point, then the formua takes the form: n1 n n sin sin x The ampitude of each component of the series wi ook ike: n A n sin. For the first six components of the series, for x, we get: T1 ( x) sin sin x sin x 1 T1 T ( x) sin sin x sin x T A 1 A T3 ( x) sin sin x sin x A 3 1 T3 T ( x) sin sin x A T T5 ( x) sin sin x sin x A 5 1 T T6 ( x) sin sin x sin x A 6 T6 It is known that G (, ), at any vaue x,,. When t and a arge number of terms of the series n negative vaues of the function wi disappear, and the range of vaues of x for which the function is positive wi narrow, approaching from both sides to the point of appication of the action, in this case to the point. In this case, the vaue of the function at the point wi tend to infinity (see Figure-3). The expression n 1 n n sin xsin is a spatia deta function in the form of a Fourier series, i.e. n n ( x ) sin xsin n 1 1

4 t t f ( ), åñëè f ( ( t ) dt, åñëè t t, t, t, As appied to the function f ( two variabes - a scaar spatia coordinate x and time t, vector function, simuating the impuse action appied at the time t,t at the point,, described by ( x ) ( t ). The integra representation takes the form: functions with 6 Figure-3. Graphs with n. n and function beongs to the cass of generaized functions. Apparatus functions are widey used in the study of modes of contro objects with distributed parameters. The argument of functions ( x ) is the spatia coordinate, considered as a scaar quantity in a spatiay one-dimensiona probem or as a vector coordinate for mutidimensiona spatia domains. The function ( x ) is zero within the entire spatia domain occupied by the objec except for the point, at which ( x ) it assumes a vaue equa to infinity (Peshivtseva, Rapopor 1)., ïðè x (x- )=., ïðè x For functions f (x), distributed over a segment,, we have the equaity: f ( x) ( x ) dx f ( ) Simiary, we introduce the concept of a time function ( t ), with the purpose of describing the impuse actions that are imited in energy consumption of a sufficienty short duration, but of very great magnitude, on objects of a different physica nature. In the imi infinitey arge impacts, concentrated at fixed instants of time. Deta function ( t ) is equa to zero for a t, except for the vaue of t, at which it turns to infinity, and ( t ) dt 1. If f ( any bounded and continuous function on the interva t, so t f ( x ) ( t ) dxdt f (, ) t (. Thus, assuming that the input of the object under consideration received a singe impuse disturbance appied at the point at the time, at the output we get: t T ( G(, ) ( ) ( ) dd G(, ) For a fixed time t, the ampitude of the components of the Fourier series wi have the form: A n sin n na exp t When n, vaue A n wi tend to zero, i.e. the effect of each subsequent harmonic of the series decreases. We define with a given accuracy, starting with which number n a subsequent components of the series can be negected. Let is A, it is known that n sin 1, then n sin, exp na exp t n t a eventuay: n,, n na t, na t n, 11

5 n a t n. For exampe, for vaues 1,, 1 t 1,, 1 is obtained: n 8, 7757 a,, that is, to determine the vaue of the function with accuracy,1 it suffices to take 8 components of the series. The ampitude decreases aso when t. It is possibe to determine from which time vaue t components of the n n series with, can be negected. t na n. Let's define as an exampe, starting from which moment of time, with an accuracy of.1, the vaue of the function wi be determined by ony one first harmonic. 1 t n 1978,,1 t. Dependence of temperature distribution in the rod on time, as a resut of the action of the source at the point, can be represented in the form of a graph (see Figure-). ( t1 t... t5 ). systems with distributed parameters, it is required to create a new apparatus on the basis of non-traditiona for the cassica theory of contro of mathematica means. Based on the theory of impuse response functions, research methods and methods for parametric optimization of discrete distributed systems have been deveoped, which aowed obtaining anaytica dependencies between a given error and samping parameters that make it possibe to justify the choice of the discretization step in practica impementation. ACKNOWLEDGEMENTS We shoud note that persons without whom these studies coud not have been carried out. The first is Pershin Ivan Mitrofanovich (Doctor of Technica Dciences, Professor, actua member of the Academy of Natura Sciences, Honored Worker of Higher Professiona Education of the Russian Federation), Koesnikov Anatoy Arkadievich (Honored Worker of Science and Technoogy of the Russian Federation, Doctor of Technica Sciences, Professor, member of the Academy of Sciences and the Academy of eectrica-technica sciences and Motion Contro, Corresponding Member of the Russian Academy of Natura Sciences, Soros Professor (four) in the exact sciences fied), and Chernyshev Aexander Borisovich (Doctor of Technica Sciences, Professor) who aid the foundation for the synthesis of distributed controers on the basis of the Green's function. REFERENCES Chernyshev A. 9. Adaptation of Absoute Stabiity Frequency Criterion to Systems with Distributed Parameters. Mekhatronika, avtomatizatsiya, upravenie. pp Chernyshev A. 1. Interpretation of Absoute Stabiity Criterion for Noninear Distributed Systems. Avtomatizatsiya. Sovremennye tekhnoogii. pp Gakin A.F. 17. Compex Use of Heat-Exchange Tunnes. Zapiski Gornogo instituta, : 9-1. Gakin A.F. 17. Compex Use of Heat-Exchange Tunnes. Journa of Mining Institute. : 9-1. Figure-. Spatio-tempora dependence of temperature distribution. CONCLUSIONS Thus, it can be observed that the task of impementing contro systems for objects with distributed parameters is consideraby more compicated than for systems with umped parameters. The number of contro actions of such systems can incude space-time contros, described by functions of severa arguments - time and spatia coordinates. For the anaysis and synthesis of Iyushin Y., Pervukhin D., Afanasieva O., Kavdiev A., Koesnichenko S. 1. Designing of Distributed Contro System with Puse Contro. Midde-East Journa of Scientific Research. 1(3): Iyushin Y., Pervukhin D., Afanasieva O., Kavdiev A., Koesnichenko S. 15. The Methods of the Synthesis of the Noninear Reguators for the Distributed One- Dimension Contro Objects. Modern Appied Science. 9(): -61. Koesnikov A. 1. Noninear Osciations Contro. Energy Invariants. Journa of Computer and Systems Sciences Internationa. 8():

6 Koesnikov A., Zarembo Ya., Zarembo V. 1. Discharge of a Copper-Magnesium Gavanic Ce in the Presence of a Weak Eectromagnetic Fied // Russian Journa of Physica Chemistry A. 81(7): Peshivtseva Y., Rapoport E. 1. The Successive Parameterization Method of Contro Actions in Boundary Vaue Optima Contro Probems for Distributed Parameter Systems. Journa of Computer and Systems Sciences Internationa. 8(3):

First-Order Corrections to Gutzwiller s Trace Formula for Systems with Discrete Symmetries

First-Order Corrections to Gutzwiller s Trace Formula for Systems with Discrete Symmetries c 26 Noninear Phenomena in Compex Systems First-Order Corrections to Gutzwier s Trace Formua for Systems with Discrete Symmetries Hoger Cartarius, Jörg Main, and Günter Wunner Institut für Theoretische

More information

Statistical Learning Theory: A Primer

Statistical Learning Theory: A Primer Internationa Journa of Computer Vision 38(), 9 3, 2000 c 2000 uwer Academic Pubishers. Manufactured in The Netherands. Statistica Learning Theory: A Primer THEODOROS EVGENIOU, MASSIMILIANO PONTIL AND TOMASO

More information

Adjustment of automatic control systems of production facilities at coal processing plants using multivariant physico- mathematical models

Adjustment of automatic control systems of production facilities at coal processing plants using multivariant physico- mathematical models IO Conference Series: Earth and Environmenta Science AER OEN ACCESS Adjustment of automatic contro systems of production faciities at coa processing pants using mutivariant physico- mathematica modes To

More information

The influence of temperature of photovoltaic modules on performance of solar power plant

The influence of temperature of photovoltaic modules on performance of solar power plant IOSR Journa of Engineering (IOSRJEN) ISSN (e): 2250-3021, ISSN (p): 2278-8719 Vo. 05, Issue 04 (Apri. 2015), V1 PP 09-15 www.iosrjen.org The infuence of temperature of photovotaic modues on performance

More information

A Simple and Efficient Algorithm of 3-D Single-Source Localization with Uniform Cross Array Bing Xue 1 2 a) * Guangyou Fang 1 2 b and Yicai Ji 1 2 c)

A Simple and Efficient Algorithm of 3-D Single-Source Localization with Uniform Cross Array Bing Xue 1 2 a) * Guangyou Fang 1 2 b and Yicai Ji 1 2 c) A Simpe Efficient Agorithm of 3-D Singe-Source Locaization with Uniform Cross Array Bing Xue a * Guangyou Fang b Yicai Ji c Key Laboratory of Eectromagnetic Radiation Sensing Technoogy, Institute of Eectronics,

More information

4 Separation of Variables

4 Separation of Variables 4 Separation of Variabes In this chapter we describe a cassica technique for constructing forma soutions to inear boundary vaue probems. The soution of three cassica (paraboic, hyperboic and eiptic) PDE

More information

Gauss Law. 2. Gauss s Law: connects charge and field 3. Applications of Gauss s Law

Gauss Law. 2. Gauss s Law: connects charge and field 3. Applications of Gauss s Law Gauss Law 1. Review on 1) Couomb s Law (charge and force) 2) Eectric Fied (fied and force) 2. Gauss s Law: connects charge and fied 3. Appications of Gauss s Law Couomb s Law and Eectric Fied Couomb s

More information

Separation of Variables and a Spherical Shell with Surface Charge

Separation of Variables and a Spherical Shell with Surface Charge Separation of Variabes and a Spherica She with Surface Charge In cass we worked out the eectrostatic potentia due to a spherica she of radius R with a surface charge density σθ = σ cos θ. This cacuation

More information

Reliability: Theory & Applications No.3, September 2006

Reliability: Theory & Applications No.3, September 2006 REDUNDANCY AND RENEWAL OF SERVERS IN OPENED QUEUING NETWORKS G. Sh. Tsitsiashvii M.A. Osipova Vadivosto, Russia 1 An opened queuing networ with a redundancy and a renewa of servers is considered. To cacuate

More information

Numerical solution of one dimensional contaminant transport equation with variable coefficient (temporal) by using Haar wavelet

Numerical solution of one dimensional contaminant transport equation with variable coefficient (temporal) by using Haar wavelet Goba Journa of Pure and Appied Mathematics. ISSN 973-1768 Voume 1, Number (16), pp. 183-19 Research India Pubications http://www.ripubication.com Numerica soution of one dimensiona contaminant transport

More information

Nonlinear Analysis of Spatial Trusses

Nonlinear Analysis of Spatial Trusses Noninear Anaysis of Spatia Trusses João Barrigó October 14 Abstract The present work addresses the noninear behavior of space trusses A formuation for geometrica noninear anaysis is presented, which incudes

More information

C. Fourier Sine Series Overview

C. Fourier Sine Series Overview 12 PHILIP D. LOEWEN C. Fourier Sine Series Overview Let some constant > be given. The symboic form of the FSS Eigenvaue probem combines an ordinary differentia equation (ODE) on the interva (, ) with a

More information

HYDROGEN ATOM SELECTION RULES TRANSITION RATES

HYDROGEN ATOM SELECTION RULES TRANSITION RATES DOING PHYSICS WITH MATLAB QUANTUM PHYSICS Ian Cooper Schoo of Physics, University of Sydney ian.cooper@sydney.edu.au HYDROGEN ATOM SELECTION RULES TRANSITION RATES DOWNLOAD DIRECTORY FOR MATLAB SCRIPTS

More information

Research of Data Fusion Method of Multi-Sensor Based on Correlation Coefficient of Confidence Distance

Research of Data Fusion Method of Multi-Sensor Based on Correlation Coefficient of Confidence Distance Send Orders for Reprints to reprints@benthamscience.ae 340 The Open Cybernetics & Systemics Journa, 015, 9, 340-344 Open Access Research of Data Fusion Method of Muti-Sensor Based on Correation Coefficient

More information

12.2. Maxima and Minima. Introduction. Prerequisites. Learning Outcomes

12.2. Maxima and Minima. Introduction. Prerequisites. Learning Outcomes Maima and Minima 1. Introduction In this Section we anayse curves in the oca neighbourhood of a stationary point and, from this anaysis, deduce necessary conditions satisfied by oca maima and oca minima.

More information

Analysis of the problem of intervention control in the economy on the basis of solving the problem of tuning

Analysis of the problem of intervention control in the economy on the basis of solving the problem of tuning Anaysis of the probem of intervention contro in the economy on the basis of soving the probem of tuning arxiv:1811.10993v1 q-fin.gn] 9 Nov 2018 1 st eter Shnurov Nationa Research University Higher Schoo

More information

Two Kinds of Parabolic Equation algorithms in the Computational Electromagnetics

Two Kinds of Parabolic Equation algorithms in the Computational Electromagnetics Avaiabe onine at www.sciencedirect.com Procedia Engineering 9 (0) 45 49 0 Internationa Workshop on Information and Eectronics Engineering (IWIEE) Two Kinds of Paraboic Equation agorithms in the Computationa

More information

1D Heat Propagation Problems

1D Heat Propagation Problems Chapter 1 1D Heat Propagation Probems If the ambient space of the heat conduction has ony one dimension, the Fourier equation reduces to the foowing for an homogeneous body cρ T t = T λ 2 + Q, 1.1) x2

More information

DIGITAL FILTER DESIGN OF IIR FILTERS USING REAL VALUED GENETIC ALGORITHM

DIGITAL FILTER DESIGN OF IIR FILTERS USING REAL VALUED GENETIC ALGORITHM DIGITAL FILTER DESIGN OF IIR FILTERS USING REAL VALUED GENETIC ALGORITHM MIKAEL NILSSON, MATTIAS DAHL AND INGVAR CLAESSON Bekinge Institute of Technoogy Department of Teecommunications and Signa Processing

More information

Laboratory Exercise 1: Pendulum Acceleration Measurement and Prediction Laboratory Handout AME 20213: Fundamentals of Measurements and Data Analysis

Laboratory Exercise 1: Pendulum Acceleration Measurement and Prediction Laboratory Handout AME 20213: Fundamentals of Measurements and Data Analysis Laboratory Exercise 1: Penduum Acceeration Measurement and Prediction Laboratory Handout AME 20213: Fundamentas of Measurements and Data Anaysis Prepared by: Danie Van Ness Date exercises to be performed:

More information

BP neural network-based sports performance prediction model applied research

BP neural network-based sports performance prediction model applied research Avaiabe onine www.jocpr.com Journa of Chemica and Pharmaceutica Research, 204, 6(7:93-936 Research Artice ISSN : 0975-7384 CODEN(USA : JCPRC5 BP neura networ-based sports performance prediction mode appied

More information

Indirect Optimal Control of Dynamical Systems

Indirect Optimal Control of Dynamical Systems Computationa Mathematics and Mathematica Physics, Vo. 44, No. 3, 24, pp. 48 439. Transated from Zhurna Vychisite noi Matematiki i Matematicheskoi Fiziki, Vo. 44, No. 3, 24, pp. 444 466. Origina Russian

More information

Quantum Electrodynamical Basis for Wave. Propagation through Photonic Crystal

Quantum Electrodynamical Basis for Wave. Propagation through Photonic Crystal Adv. Studies Theor. Phys., Vo. 6, 01, no. 3, 19-133 Quantum Eectrodynamica Basis for Wave Propagation through Photonic Crysta 1 N. Chandrasekar and Har Narayan Upadhyay Schoo of Eectrica and Eectronics

More information

Statistical Learning Theory: a Primer

Statistical Learning Theory: a Primer ??,??, 1 6 (??) c?? Kuwer Academic Pubishers, Boston. Manufactured in The Netherands. Statistica Learning Theory: a Primer THEODOROS EVGENIOU AND MASSIMILIANO PONTIL Center for Bioogica and Computationa

More information

A Novel Learning Method for Elman Neural Network Using Local Search

A Novel Learning Method for Elman Neural Network Using Local Search Neura Information Processing Letters and Reviews Vo. 11, No. 8, August 2007 LETTER A Nove Learning Method for Eman Neura Networ Using Loca Search Facuty of Engineering, Toyama University, Gofuu 3190 Toyama

More information

Conditions for Saddle-Point Equilibria in Output-Feedback MPC with MHE

Conditions for Saddle-Point Equilibria in Output-Feedback MPC with MHE Conditions for Sadde-Point Equiibria in Output-Feedback MPC with MHE David A. Copp and João P. Hespanha Abstract A new method for soving output-feedback mode predictive contro (MPC) and moving horizon

More information

Approach to Identifying Raindrop Vibration Signal Detected by Optical Fiber

Approach to Identifying Raindrop Vibration Signal Detected by Optical Fiber Sensors & Transducers, o. 6, Issue, December 3, pp. 85-9 Sensors & Transducers 3 by IFSA http://www.sensorsporta.com Approach to Identifying Raindrop ibration Signa Detected by Optica Fiber ongquan QU,

More information

Self Inductance of a Solenoid with a Permanent-Magnet Core

Self Inductance of a Solenoid with a Permanent-Magnet Core 1 Probem Sef Inductance of a Soenoid with a Permanent-Magnet Core Kirk T. McDonad Joseph Henry Laboratories, Princeton University, Princeton, NJ 08544 (March 3, 2013; updated October 19, 2018) Deduce the

More information

8 Digifl'.11 Cth:uits and devices

8 Digifl'.11 Cth:uits and devices 8 Digif'. Cth:uits and devices 8. Introduction In anaog eectronics, votage is a continuous variabe. This is usefu because most physica quantities we encounter are continuous: sound eves, ight intensity,

More information

2M2. Fourier Series Prof Bill Lionheart

2M2. Fourier Series Prof Bill Lionheart M. Fourier Series Prof Bi Lionheart 1. The Fourier series of the periodic function f(x) with period has the form f(x) = a 0 + ( a n cos πnx + b n sin πnx ). Here the rea numbers a n, b n are caed the Fourier

More information

MARKOV CHAINS AND MARKOV DECISION THEORY. Contents

MARKOV CHAINS AND MARKOV DECISION THEORY. Contents MARKOV CHAINS AND MARKOV DECISION THEORY ARINDRIMA DATTA Abstract. In this paper, we begin with a forma introduction to probabiity and expain the concept of random variabes and stochastic processes. After

More information

Mathematical Scheme Comparing of. the Three-Level Economical Systems

Mathematical Scheme Comparing of. the Three-Level Economical Systems Appied Mathematica Sciences, Vo. 11, 2017, no. 15, 703-709 IKAI td, www.m-hikari.com https://doi.org/10.12988/ams.2017.7252 Mathematica Scheme Comparing of the Three-eve Economica Systems S.M. Brykaov

More information

Math 124B January 17, 2012

Math 124B January 17, 2012 Math 124B January 17, 212 Viktor Grigoryan 3 Fu Fourier series We saw in previous ectures how the Dirichet and Neumann boundary conditions ead to respectivey sine and cosine Fourier series of the initia

More information

Distributed average consensus: Beyond the realm of linearity

Distributed average consensus: Beyond the realm of linearity Distributed average consensus: Beyond the ream of inearity Usman A. Khan, Soummya Kar, and José M. F. Moura Department of Eectrica and Computer Engineering Carnegie Meon University 5 Forbes Ave, Pittsburgh,

More information

4 1-D Boundary Value Problems Heat Equation

4 1-D Boundary Value Problems Heat Equation 4 -D Boundary Vaue Probems Heat Equation The main purpose of this chapter is to study boundary vaue probems for the heat equation on a finite rod a x b. u t (x, t = ku xx (x, t, a < x < b, t > u(x, = ϕ(x

More information

On a geometrical approach in contact mechanics

On a geometrical approach in contact mechanics Institut für Mechanik On a geometrica approach in contact mechanics Aexander Konyukhov, Kar Schweizerhof Universität Karsruhe, Institut für Mechanik Institut für Mechanik Kaiserstr. 12, Geb. 20.30 76128

More information

Physics 235 Chapter 8. Chapter 8 Central-Force Motion

Physics 235 Chapter 8. Chapter 8 Central-Force Motion Physics 35 Chapter 8 Chapter 8 Centra-Force Motion In this Chapter we wi use the theory we have discussed in Chapter 6 and 7 and appy it to very important probems in physics, in which we study the motion

More information

Traffic data collection

Traffic data collection Chapter 32 Traffic data coection 32.1 Overview Unike many other discipines of the engineering, the situations that are interesting to a traffic engineer cannot be reproduced in a aboratory. Even if road

More information

D. Prémel, J.M. Decitre and G. Pichenot. CEA, LIST, F Gif-sur-Yvette, France

D. Prémel, J.M. Decitre and G. Pichenot. CEA, LIST, F Gif-sur-Yvette, France SIMULATION OF EDDY CURRENT INSPECTION INCLUDING MAGNETIC FIELD SENSOR SUCH AS A GIANT MAGNETO-RESISTANCE OVER PLANAR STRATIFIED MEDIA COMPONENTS WITH EMBEDDED FLAWS D. Préme, J.M. Decitre and G. Pichenot

More information

Numerical Simulation for Optimizing Temperature Gradients during Single Crystal Casting Process

Numerical Simulation for Optimizing Temperature Gradients during Single Crystal Casting Process ISIJ Internationa Vo 54 (2014) No 2 pp 254 258 Numerica Simuation for Optimizing Temperature Gradients during Singe Crysta Casting Process Aeksandr Aeksandrovich INOZEMTSEV 1) Aeksandra Sergeevna DUBROVSKAYA

More information

A. Distribution of the test statistic

A. Distribution of the test statistic A. Distribution of the test statistic In the sequentia test, we first compute the test statistic from a mini-batch of size m. If a decision cannot be made with this statistic, we keep increasing the mini-batch

More information

STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM 1. INTRODUCTION

STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM 1. INTRODUCTION Journa of Sound and Vibration (996) 98(5), 643 65 STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM G. ERDOS AND T. SINGH Department of Mechanica and Aerospace Engineering, SUNY at Buffao,

More information

A Fictitious Time Integration Method for a One-Dimensional Hyperbolic Boundary Value Problem

A Fictitious Time Integration Method for a One-Dimensional Hyperbolic Boundary Value Problem Journa o mathematics and computer science 14 (15) 87-96 A Fictitious ime Integration Method or a One-Dimensiona Hyperboic Boundary Vaue Probem Mir Saad Hashemi 1,*, Maryam Sariri 1 1 Department o Mathematics,

More information

Physics 566: Quantum Optics Quantization of the Electromagnetic Field

Physics 566: Quantum Optics Quantization of the Electromagnetic Field Physics 566: Quantum Optics Quantization of the Eectromagnetic Fied Maxwe's Equations and Gauge invariance In ecture we earned how to quantize a one dimensiona scaar fied corresponding to vibrations on

More information

International Journal of Mass Spectrometry

International Journal of Mass Spectrometry Internationa Journa of Mass Spectrometry 280 (2009) 179 183 Contents ists avaiabe at ScienceDirect Internationa Journa of Mass Spectrometry journa homepage: www.esevier.com/ocate/ijms Stark mixing by ion-rydberg

More information

Combining reaction kinetics to the multi-phase Gibbs energy calculation

Combining reaction kinetics to the multi-phase Gibbs energy calculation 7 th European Symposium on Computer Aided Process Engineering ESCAPE7 V. Pesu and P.S. Agachi (Editors) 2007 Esevier B.V. A rights reserved. Combining reaction inetics to the muti-phase Gibbs energy cacuation

More information

On some problems of synthesis of spatial five-bar hinged mechanisms with two degrees of freedom

On some problems of synthesis of spatial five-bar hinged mechanisms with two degrees of freedom Internationa Journa of Mechanica Engineering and Appications 014 (6): 104-110 Puished onine ecemer 18, 014 (http://www.sciencepuishinggroup.com/j/ijmea) doi: 10.11648/j.ijmea.014006.14 ISSN: 330-03X (Print)

More information

Solution of Wave Equation by the Method of Separation of Variables Using the Foss Tools Maxima

Solution of Wave Equation by the Method of Separation of Variables Using the Foss Tools Maxima Internationa Journa of Pure and Appied Mathematics Voume 117 No. 14 2017, 167-174 ISSN: 1311-8080 (printed version); ISSN: 1314-3395 (on-ine version) ur: http://www.ijpam.eu Specia Issue ijpam.eu Soution

More information

Math 124B January 31, 2012

Math 124B January 31, 2012 Math 124B January 31, 212 Viktor Grigoryan 7 Inhomogeneous boundary vaue probems Having studied the theory of Fourier series, with which we successfuy soved boundary vaue probems for the homogeneous heat

More information

Lecture 6: Moderately Large Deflection Theory of Beams

Lecture 6: Moderately Large Deflection Theory of Beams Structura Mechanics 2.8 Lecture 6 Semester Yr Lecture 6: Moderatey Large Defection Theory of Beams 6.1 Genera Formuation Compare to the cassica theory of beams with infinitesima deformation, the moderatey

More information

Tracking Control of Multiple Mobile Robots

Tracking Control of Multiple Mobile Robots Proceedings of the 2001 IEEE Internationa Conference on Robotics & Automation Seou, Korea May 21-26, 2001 Tracking Contro of Mutipe Mobie Robots A Case Study of Inter-Robot Coision-Free Probem Jurachart

More information

Ultrasonic Measurements of Kinematic Viscosity for Analize of Engine Oil Parameters

Ultrasonic Measurements of Kinematic Viscosity for Analize of Engine Oil Parameters th European Conference on Non-Destructive Testing (ECNDT 04), October 6-0, 04, Prague, Czech Repubic More Info at Open Access Database www.ndt.net/?id=6344 Utrasonic Measurements of Kinematic Viscosity

More information

MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES

MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES Separation of variabes is a method to sove certain PDEs which have a warped product structure. First, on R n, a inear PDE of order m is

More information

Cable Length Measurement Systems Based on Time Domain Reflectometry

Cable Length Measurement Systems Based on Time Domain Reflectometry Cabe Length Measurement Systems Based on Time Domain Refectometry Jianhui Song *, Yang Yu, and Hongwei Gao Schoo of Information Science and Engineering, Shenyang Ligong University, Shenyang, 110159, P.R.

More information

Migration of Ground Penetrating Radar data in heterogeneous and dispersive media

Migration of Ground Penetrating Radar data in heterogeneous and dispersive media New Strategies for European Remote Sensing, Oui (ed.) 25 Mipress, Rotterdam, ISBN 9 5966 3 X Migration of Ground Penetrating Radar data in heterogeneous and dispersive media Armando R. Sena, Pau L. Stoffa

More information

About the Torsional Constant for thin-walled rod with open. cross-section. Duan Jin1,a, Li Yun-gui1

About the Torsional Constant for thin-walled rod with open. cross-section. Duan Jin1,a, Li Yun-gui1 Internationa Forum on Energy, Environment Science and Materias (IFEESM 17) bout the Torsiona Constant for thin-waed rod with open cross-section Duan Jin1,a, Li Yun-gui1 1 China State Construction Technica

More information

TIME-VARYING LINEAR OBSERVER FOR TORQUE BALANCING ON A DI ENGINE

TIME-VARYING LINEAR OBSERVER FOR TORQUE BALANCING ON A DI ENGINE TIME-VARYING LINEAR OBSERVER FOR TORQUE BALANCING ON A DI ENGINE Jonathan Chauvin Gie Corde Phiippe Mouin Miche Castagné Nicoas Petit Pierre Rouchon Centre Automatique et Systèmes, Écoe des Mines de Paris,

More information

Related Topics Maxwell s equations, electrical eddy field, magnetic field of coils, coil, magnetic flux, induced voltage

Related Topics Maxwell s equations, electrical eddy field, magnetic field of coils, coil, magnetic flux, induced voltage Magnetic induction TEP Reated Topics Maxwe s equations, eectrica eddy fied, magnetic fied of cois, coi, magnetic fux, induced votage Principe A magnetic fied of variabe frequency and varying strength is

More information

Research Article Active Power Oscillation Property Classification of Electric Power Systems Based on SVM

Research Article Active Power Oscillation Property Classification of Electric Power Systems Based on SVM Journa of Appied Mathematics, Artice ID 218647, 9 pages http://dx.doi.org/10.1155/2014/218647 Research Artice Active Power Osciation Property Cassification of Eectric Power Systems Based on SVM Ju Liu,

More information

SEMINAR 2. PENDULUMS. V = mgl cos θ. (2) L = T V = 1 2 ml2 θ2 + mgl cos θ, (3) d dt ml2 θ2 + mgl sin θ = 0, (4) θ + g l

SEMINAR 2. PENDULUMS. V = mgl cos θ. (2) L = T V = 1 2 ml2 θ2 + mgl cos θ, (3) d dt ml2 θ2 + mgl sin θ = 0, (4) θ + g l Probem 7. Simpe Penduum SEMINAR. PENDULUMS A simpe penduum means a mass m suspended by a string weightess rigid rod of ength so that it can swing in a pane. The y-axis is directed down, x-axis is directed

More information

14 Separation of Variables Method

14 Separation of Variables Method 14 Separation of Variabes Method Consider, for exampe, the Dirichet probem u t = Du xx < x u(x, ) = f(x) < x < u(, t) = = u(, t) t > Let u(x, t) = T (t)φ(x); now substitute into the equation: dt

More information

Melodic contour estimation with B-spline models using a MDL criterion

Melodic contour estimation with B-spline models using a MDL criterion Meodic contour estimation with B-spine modes using a MDL criterion Damien Loive, Ney Barbot, Oivier Boeffard IRISA / University of Rennes 1 - ENSSAT 6 rue de Kerampont, B.P. 80518, F-305 Lannion Cedex

More information

THINKING IN PYRAMIDS

THINKING IN PYRAMIDS ECS 178 Course Notes THINKING IN PYRAMIDS Kenneth I. Joy Institute for Data Anaysis and Visuaization Department of Computer Science University of Caifornia, Davis Overview It is frequenty usefu to think

More information

FOURIER SERIES ON ANY INTERVAL

FOURIER SERIES ON ANY INTERVAL FOURIER SERIES ON ANY INTERVAL Overview We have spent considerabe time earning how to compute Fourier series for functions that have a period of 2p on the interva (-p,p). We have aso seen how Fourier series

More information

A proposed nonparametric mixture density estimation using B-spline functions

A proposed nonparametric mixture density estimation using B-spline functions A proposed nonparametric mixture density estimation using B-spine functions Atizez Hadrich a,b, Mourad Zribi a, Afif Masmoudi b a Laboratoire d Informatique Signa et Image de a Côte d Opae (LISIC-EA 4491),

More information

Vibrations of beams with a variable cross-section fixed on rotational rigid disks

Vibrations of beams with a variable cross-section fixed on rotational rigid disks 1(13) 39 57 Vibrations of beams with a variabe cross-section fixed on rotationa rigid disks Abstract The work is focused on the probem of vibrating beams with a variabe cross-section fixed on a rotationa

More information

ACTIVE electrical networks, which require energizing sources for their operation, are most widely

ACTIVE electrical networks, which require energizing sources for their operation, are most widely 1 Stabiization heory For Active Muti-port Networks Mayuresh Bakshi Member, IEEE,, Virendra R Sue and Maryam Shoejai Baghini, Senior Member, IEEE, arxiv:1606.03194v1 [cs.sy] 10 Jun 2016 Abstract his paper

More information

Uniprocessor Feasibility of Sporadic Tasks with Constrained Deadlines is Strongly conp-complete

Uniprocessor Feasibility of Sporadic Tasks with Constrained Deadlines is Strongly conp-complete Uniprocessor Feasibiity of Sporadic Tasks with Constrained Deadines is Strongy conp-compete Pontus Ekberg and Wang Yi Uppsaa University, Sweden Emai: {pontus.ekberg yi}@it.uu.se Abstract Deciding the feasibiity

More information

Identification of macro and micro parameters in solidification model

Identification of macro and micro parameters in solidification model BULLETIN OF THE POLISH ACADEMY OF SCIENCES TECHNICAL SCIENCES Vo. 55, No. 1, 27 Identification of macro and micro parameters in soidification mode B. MOCHNACKI 1 and E. MAJCHRZAK 2,1 1 Czestochowa University

More information

EXACT CLOSED FORM FORMULA FOR SELF INDUC- TANCE OF CONDUCTOR OF RECTANGULAR CROSS SECTION

EXACT CLOSED FORM FORMULA FOR SELF INDUC- TANCE OF CONDUCTOR OF RECTANGULAR CROSS SECTION Progress In Eectromagnetics Research M, Vo. 26, 225 236, 22 EXACT COSED FORM FORMUA FOR SEF INDUC- TANCE OF CONDUCTOR OF RECTANGUAR CROSS SECTION Z. Piatek, * and B. Baron 2 Czestochowa University of Technoogy,

More information

Optimality of Inference in Hierarchical Coding for Distributed Object-Based Representations

Optimality of Inference in Hierarchical Coding for Distributed Object-Based Representations Optimaity of Inference in Hierarchica Coding for Distributed Object-Based Representations Simon Brodeur, Jean Rouat NECOTIS, Département génie éectrique et génie informatique, Université de Sherbrooke,

More information

GENERALIZED STATE SPACE AVERAGING FOR PORT CONTROLLED HAMILTONIAN SYSTEMS 1

GENERALIZED STATE SPACE AVERAGING FOR PORT CONTROLLED HAMILTONIAN SYSTEMS 1 GENEALIZED STATE SPACE AVEAGING FO POT CONTOLLED HAMILTONIAN SYSTEMS 1 Cares Bate,2 Enric Fossas,2 obert Griñó,2 Sonia Martínez MAIV, EPSEVG and IOC, Universitat Poitècnica de Cataunya ESAII, ETSEIB and

More information

Input-to-state stability for a class of Lurie systems

Input-to-state stability for a class of Lurie systems Automatica 38 (2002) 945 949 www.esevier.com/ocate/automatica Brief Paper Input-to-state stabiity for a cass of Lurie systems Murat Arcak a;, Andrew Tee b a Department of Eectrica, Computer and Systems

More information

MA 201: Partial Differential Equations Lecture - 10

MA 201: Partial Differential Equations Lecture - 10 MA 201: Partia Differentia Equations Lecture - 10 Separation of Variabes, One dimensiona Wave Equation Initia Boundary Vaue Probem (IBVP) Reca: A physica probem governed by a PDE may contain both boundary

More information

Steepest Descent Adaptation of Min-Max Fuzzy If-Then Rules 1

Steepest Descent Adaptation of Min-Max Fuzzy If-Then Rules 1 Steepest Descent Adaptation of Min-Max Fuzzy If-Then Rues 1 R.J. Marks II, S. Oh, P. Arabshahi Λ, T.P. Caude, J.J. Choi, B.G. Song Λ Λ Dept. of Eectrica Engineering Boeing Computer Services University

More information

Position Control of Rolling Skateboard

Position Control of Rolling Skateboard osition Contro of Roing kateboard Baazs Varszegi enes Takacs Gabor tepan epartment of Appied Mechanics, Budapest University of Technoogy and Economics, Budapest, Hungary (e-mai: varszegi@mm.bme.hu) MTA-BME

More information

arxiv: v3 [math.sp] 2 Nov 2017

arxiv: v3 [math.sp] 2 Nov 2017 A Fast Agorithm for Computing the Fourier Spectrum of a Fractiona Period arxiv:1604.01589v3 [math.sp] 2 Nov 2017 Jiasong Wang 1, Changchuan Yin 2, 1.Department of Mathematics, Nanjing University, Nanjing,

More information

arxiv: v2 [cond-mat.stat-mech] 14 Nov 2008

arxiv: v2 [cond-mat.stat-mech] 14 Nov 2008 Random Booean Networks Barbara Drosse Institute of Condensed Matter Physics, Darmstadt University of Technoogy, Hochschustraße 6, 64289 Darmstadt, Germany (Dated: June 27) arxiv:76.335v2 [cond-mat.stat-mech]

More information

THE NUMERICAL EVALUATION OF THE LEVITATION FORCE IN A HYDROSTATIC BEARING WITH ALTERNATING POLES

THE NUMERICAL EVALUATION OF THE LEVITATION FORCE IN A HYDROSTATIC BEARING WITH ALTERNATING POLES THE NUMERICAL EVALUATION OF THE LEVITATION FORCE IN A HYDROSTATIC BEARING WITH ALTERNATING POLES MARIAN GRECONICI Key words: Magnetic iquid, Magnetic fied, 3D-FEM, Levitation, Force, Bearing. The magnetic

More information

Asynchronous Control for Coupled Markov Decision Systems

Asynchronous Control for Coupled Markov Decision Systems INFORMATION THEORY WORKSHOP (ITW) 22 Asynchronous Contro for Couped Marov Decision Systems Michae J. Neey University of Southern Caifornia Abstract This paper considers optima contro for a coection of

More information

High-order approximations to the Mie series for electromagnetic scattering in three dimensions

High-order approximations to the Mie series for electromagnetic scattering in three dimensions Proceedings of the 9th WSEAS Internationa Conference on Appied Mathematics Istanbu Turkey May 27-29 2006 (pp199-204) High-order approximations to the Mie series for eectromagnetic scattering in three dimensions

More information

Introduction to Simulation - Lecture 14. Multistep Methods II. Jacob White. Thanks to Deepak Ramaswamy, Michal Rewienski, and Karen Veroy

Introduction to Simulation - Lecture 14. Multistep Methods II. Jacob White. Thanks to Deepak Ramaswamy, Michal Rewienski, and Karen Veroy Introduction to Simuation - Lecture 14 Mutistep Methods II Jacob White Thans to Deepa Ramaswamy, Micha Rewiensi, and Karen Veroy Outine Sma Timestep issues for Mutistep Methods Reminder about LTE minimization

More information

Unconditional security of differential phase shift quantum key distribution

Unconditional security of differential phase shift quantum key distribution Unconditiona security of differentia phase shift quantum key distribution Kai Wen, Yoshihisa Yamamoto Ginzton Lab and Dept of Eectrica Engineering Stanford University Basic idea of DPS-QKD Protoco. Aice

More information

A nodal collocation approximation for the multidimensional P L equations. 3D applications.

A nodal collocation approximation for the multidimensional P L equations. 3D applications. XXI Congreso de Ecuaciones Diferenciaes y Apicaciones XI Congreso de Matemática Apicada Ciudad Rea, 1-5 septiembre 9 (pp. 1 8) A noda coocation approximation for the mutidimensiona P L equations. 3D appications.

More information

Wavelet Galerkin Solution for Boundary Value Problems

Wavelet Galerkin Solution for Boundary Value Problems Internationa Journa of Engineering Research and Deveopment e-issn: 2278-67X, p-issn: 2278-8X, www.ijerd.com Voume, Issue 5 (May 24), PP.2-3 Waveet Gaerkin Soution for Boundary Vaue Probems D. Pate, M.K.

More information

Non-linear robust control for inverted-pendulum 2D walking

Non-linear robust control for inverted-pendulum 2D walking Non-inear robust contro for inverted-penduum 2D waking Matthew Key and Andy Ruina 2 Abstract We present an approach to high-eve contro for bipeda waking exempified with a 2D point-mass inextensibeegs inverted-penduum

More information

PHYS 110B - HW #1 Fall 2005, Solutions by David Pace Equations referenced as Eq. # are from Griffiths Problem statements are paraphrased

PHYS 110B - HW #1 Fall 2005, Solutions by David Pace Equations referenced as Eq. # are from Griffiths Problem statements are paraphrased PHYS 110B - HW #1 Fa 2005, Soutions by David Pace Equations referenced as Eq. # are from Griffiths Probem statements are paraphrased [1.] Probem 6.8 from Griffiths A ong cyinder has radius R and a magnetization

More information

A Comparison Study of the Test for Right Censored and Grouped Data

A Comparison Study of the Test for Right Censored and Grouped Data Communications for Statistica Appications and Methods 2015, Vo. 22, No. 4, 313 320 DOI: http://dx.doi.org/10.5351/csam.2015.22.4.313 Print ISSN 2287-7843 / Onine ISSN 2383-4757 A Comparison Study of the

More information

A Solution to the 4-bit Parity Problem with a Single Quaternary Neuron

A Solution to the 4-bit Parity Problem with a Single Quaternary Neuron Neura Information Processing - Letters and Reviews Vo. 5, No. 2, November 2004 LETTER A Soution to the 4-bit Parity Probem with a Singe Quaternary Neuron Tohru Nitta Nationa Institute of Advanced Industria

More information

arxiv:nlin/ v2 [nlin.cd] 30 Jan 2006

arxiv:nlin/ v2 [nlin.cd] 30 Jan 2006 expansions in semicassica theories for systems with smooth potentias and discrete symmetries Hoger Cartarius, Jörg Main, and Günter Wunner arxiv:nin/0510051v [nin.cd] 30 Jan 006 1. Institut für Theoretische

More information

Efficiently Generating Random Bits from Finite State Markov Chains

Efficiently Generating Random Bits from Finite State Markov Chains 1 Efficienty Generating Random Bits from Finite State Markov Chains Hongchao Zhou and Jehoshua Bruck, Feow, IEEE Abstract The probem of random number generation from an uncorreated random source (of unknown

More information

Adaptive Fuzzy Sliding Control for a Three-Link Passive Robotic Manipulator

Adaptive Fuzzy Sliding Control for a Three-Link Passive Robotic Manipulator Adaptive Fuzzy Siding Contro for a hree-link Passive Robotic anipuator Abstract An adaptive fuzzy siding contro (AFSC scheme is proposed to contro a passive robotic manipuator. he motivation for the design

More information

Course 2BA1, Section 11: Periodic Functions and Fourier Series

Course 2BA1, Section 11: Periodic Functions and Fourier Series Course BA, 8 9 Section : Periodic Functions and Fourier Series David R. Wikins Copyright c David R. Wikins 9 Contents Periodic Functions and Fourier Series 74. Fourier Series of Even and Odd Functions...........

More information

Multiscale Multilevel Approach to Solution of Nanotechnology Problems

Multiscale Multilevel Approach to Solution of Nanotechnology Problems Mathematica Modeing and Computationa Physics 2017 Mutiscae Mutieve Approach to Soution of Nanotechnoogy Probems Sergey Poyakov 1,2, and Viktoriia Podryga 1,3, 1 Kedysh Institute of Appied Mathematics of

More information

Introduction. Figure 1 W8LC Line Array, box and horn element. Highlighted section modelled.

Introduction. Figure 1 W8LC Line Array, box and horn element. Highlighted section modelled. imuation of the acoustic fied produced by cavities using the Boundary Eement Rayeigh Integra Method () and its appication to a horn oudspeaer. tephen Kirup East Lancashire Institute, Due treet, Bacburn,

More information

Fitting Algorithms for MMPP ATM Traffic Models

Fitting Algorithms for MMPP ATM Traffic Models Fitting Agorithms for PP AT Traffic odes A. Nogueira, P. Savador, R. Vaadas University of Aveiro / Institute of Teecommunications, 38-93 Aveiro, Portuga; e-mai: (nogueira, savador, rv)@av.it.pt ABSTRACT

More information

An approximate method for solving the inverse scattering problem with fixed-energy data

An approximate method for solving the inverse scattering problem with fixed-energy data J. Inv. I-Posed Probems, Vo. 7, No. 6, pp. 561 571 (1999) c VSP 1999 An approximate method for soving the inverse scattering probem with fixed-energy data A. G. Ramm and W. Scheid Received May 12, 1999

More information

Symbolic models for nonlinear control systems using approximate bisimulation

Symbolic models for nonlinear control systems using approximate bisimulation Symboic modes for noninear contro systems using approximate bisimuation Giordano Poa, Antoine Girard and Pauo Tabuada Abstract Contro systems are usuay modeed by differentia equations describing how physica

More information

Research on liquid sloshing performance in vane type tank under microgravity

Research on liquid sloshing performance in vane type tank under microgravity IOP Conference Series: Materias Science and Engineering PAPER OPEN ACCESS Research on iquid soshing performance in vane type tan under microgravity Reated content - Numerica simuation of fuid fow in the

More information

Numerical simulation of javelin best throwing angle based on biomechanical model

Numerical simulation of javelin best throwing angle based on biomechanical model ISSN : 0974-7435 Voume 8 Issue 8 Numerica simuation of javein best throwing ange based on biomechanica mode Xia Zeng*, Xiongwei Zuo Department of Physica Education, Changsha Medica University, Changsha

More information