Effect of Temperature Variations on Strain Response of Polymer Bragg Grating Optical Fibers

Size: px
Start display at page:

Download "Effect of Temperature Variations on Strain Response of Polymer Bragg Grating Optical Fibers"

Transcription

1 Iraq J. Electrical ad Electroic Egieerig Vol.13 No.1, 17 مجلد 13 العدد 17 1 Effect of Temperature Variatios o Strai Respose of Polymer Bragg Gratig Optical Fibers Hisham K. Hisham Electrical Egieerig Departmet, Faculty of Egieerig, Basra Uiversity, Basra, Iraq husham_kadhum@yahoo.com Abstract This paper presets a umerical aalysis for the ect of temperature variatios o the strai respose of polymer optical fiber (POF) Bragg gratigs. Results show that the depedece of the Bragg wavelegth (λ B ) upo strai ad temperature variatios for the POF Bragg gratigs is lies withi the rage of fm με -1 C -1 compare with fm με -1 C -1 for the SOFs Bragg gratigs. Also, results show that the strai respose for the POF Bragg gratigs chaged o average by 1.34 ±.fm με - 1 C -1 ad o average by.36 ±.3fm με -1 C -1 for the silica optical fiber (SOF) Bragg gratigs. The obtaied results are very importat for strai sesor applicatios especially i the eviromets where the temperature chage. Idex Terms Polymer optical fiber (POF); fiber Bragg gratig (FBG); Strai sesitivity; temperature variatios. 1. INTRODUCTION Over the recet years, fiber optics techology has see rapid icrease i the field of optical sesors as well as be used widely i the scietific research ad i various egieerig applicatios [1, ]. Optical fiber sesors, especially fiber Bragg gratigs (FBGs), show a uique features likes immuity to electromagetic (EM) iterferece, low power fluctuatios, small size, highly precisio, its ability for multi-sesig alog sigle fiber ad so o [3]. Thus, FBGs have become the most importat ad widespread ad are beig used icreasigly by egieers, as a result of their ability to perform measuremets uder very tough eviromet coditios, such as highly mechaical vibratios, temperature ad pressure variatios, where other covetioal sesors caot be operated [4]. Due to their uique features, fiber optic strai sesors are of great importace for may applicatios. Where, it combies the ability for high sesitivity ad high dyamic rage. They are of particular importat especially for idustrial applicatios with harsh eviromets such as highly temperature ad pressure [5]. Add to that, they are ot affected by EM fields ad their potetials for moitorig at various locatios i the istallatios [6]. Fused silica, the material used i the maufacture most of the silica optical fibers (SOFs), characterized by a ideal mechaical properties thus makig it suitable for may strai sesig applicatios. However, fused silica have a upper strai limit of ~3-5% ad i geeral their reliability are ot exceed 1% strai ad uder a special procedures. Therefore, covetioal silica fibers based strai gauges caot be used i several applicatios [7]. The uique merits of polymer optical fibers (POFs) such as a egative ad large thermo-optic ect, thereby, high refractive idex tuig by heatig ca be obtaied ad good flexibility makes them much more suitable i high strai applicatios tha their SOFs, especially that FBGs have bee writte ito POFs [3]. May researchers have bee reported o the strai sesitivity of a FBG sesor. However, i all these reported, the strai sesitivity of the Bragg wavelegth is geerally assumed to be idepedet of temperature [8, 9]. However, it is kow that the material parameters that determie the strai sesitivity, the ective strai optic coiciets ad 53

2 Iraq J. Electrical ad Electroic Egieerig Vol.13 No.1, 17 Poisso s ratio, are themselves temperature depedet [1-1]. Therefore, the results have bee obtaied do ot reflect the true reality of the performace of these sesors. I this paper, we preset for the first time to our kowledge, the ect of temperature variatios o the strai sesitivity of the POFs ad compare the results with that for SOFs. II. TEMPERATURE DEPENDANCE OF FBGs STRAIN RESPONSE Usig FBGs as a fiber sesor is based o the idea that their properties vary depedig to evirometal chages. The amplitude of the fiber idex modulatio, the gratigs period, the optic thermal-strai ects, the desig wavelegth are shifts leads to chage the Bragg coditio [3]. This results i, the reflected ad the trasmitted lights are chaged. By measurig the chage i the spectrum, the value of temperature, strai, ad other parameters are obtaied [13]. The chage i Bragg wavelegth (Δλ) is described by the formula [3, 14] Lg Lg L g T T T (1) I Eq. (1),, Λ, Lg ad T are represets the fiber refractive idex, gratig period, gratig legth ad temperature variatios, respectively. By eglectig the variatio i refractive idex due to a chage i icidet wavelegth ( ) [14], Eq. (1) ca be reduced to Lg Lg L g T Where Lg ad T T T () are the chage i gratig legth due to applied strai ad the chage i ambiet temperature, respectively. The differetial shift i ceter wavelegth of a FBG due to the chage i the applied strai ca be writte as [14] B Lg Lg L g (3) By assumig (3), we get L g L g B Lg Lg Lg z ad substitutig it i Eq. (4) Usig the facts that ad 1 3 z Lg Lg, Eq. (4) rewrite as 3 1 B. L g z Lg Lg (5) The strai-optic ect i a optical fiber results i a chage i the ective refractive idex is give by [14] 1 i I Eq. (6), 3 j1 p. S p ij ij j is the strai-optic tesor ad the strai vector. The strai vector S j (6) S j is for a logitudial strai alog the fiber gratig axis (zaxis) is give by [14] v z S j v z z (7) Where v is Poisso s ratio, ad represets strai i the z-directio. For a typical germaium-silicate optical fiber, p has oly two umerical values, 11 ij مجلد 13 العدد 17 1 p ad p 1 [14]. Thus, Eq. (6) modified to z 54

3 1 p vp p. (8) i 1 11 Sice L g L g 1 z, the Eq. (5) rewrite as B z p vp p (9) Therefore, the differetial shift i the Bragg wavelegth due to the applied strai give by B B 1 p. Where i Eq. (1) z p (1) is the idex-weighted ective strai-optic coiciet give by [13] p p vp p (11) The depedece of the Bragg wavelegth ( ) upo strai ( ) ad temperature variatios after takig ito accout the temperature depedece of the ective strai optic coiciets ( ) ad z Poisso s ratio ( v ) is give by [1] ( T ) z B z z ) T, 1 ( T Where, P T) Iraq J. Electrical ad Electroic Egieerig Vol.13 No.1, 17 T p ij (1) p ( T) p ( T) p ( T) v( ) (13) ( T Equatio (1) represets the modified Bragg wavelegth resultig from logitudial-applied strai ad temperature chages. By usig Eq. (1), the temperature depedece strai sesitivity give be B Accordig to the Eq. (14), the temperature depedece of the FBG strai sesitivity arises from the temperature sesitivity of the strai optic coiciets ad of Poisso s ratio. III. RESULTS ad DISCUSSION I our simulatio, we assumed a sigle-mode fiber with uiform Bragg gratigs. Table I show the typical values of, POFs have bee used i the aalysis. P 11 P 1ad v for SOFs ad PMMA Table I Typical values for the strai-optic tesor ad Poisso s ratio [8, 9, 14] SOF مجلد 13 العدد 17 1 PMMA POF P 11 P 1 v P 11 P 1 v Figure 1 ad show the ect of temperature variatios o the Bragg wavelegth for SOF ad POF, respectively. It is clear that the respose is liear ad there is o hysteresis ect. Due to the egative temperature coiciet [3], POF has a egative slope of the temperature respose. This is i cotrast to the temperature respose of SOF which has a positive slope. It ca be see also that almost 1 m tuig rage ca be achieved whe the POF is temperature heated up from 5 ο C (it is assumed the referece temperature) to 75 ο C, which is larger tha the few aometers achieved i SOF. Furthermore, i order to icrease the tuig rage for SOF, this requires icreasig the gratig temperature by several hudreds of times tha that for POFs. T z ( T ) B 1 P( T ) (14) 55

4 Bragg wavelegth (m) Bragg wavelegth (m) Iraq J. Electrical ad Electroic Egieerig Vol.13 No.1, Temperature ( ο C) Figure 1 Temperature ect o Bragg wavelegth of Silica Optical Fiber (SOF) ad Polymer Optical Fiber (POF) Figure ad show the ect of strai o the Bragg wavelegth of SOFs ad POFs, respectively. As show, the Bragg wavelegth shift i POF over a strai rage of 1 milli-strai is more tha 15 m. I additio, the strai sesitivity of the POFs is foud to be 1.48 pm/µε. This is early 1. times larger tha the value for the SOFs, which is 1. pm/µε at the desiged wavelegth. This is because the strai sesitivity of POF is more tha of SOF [4, 13]. For example, the Youg s modulus of POF is more tha 3 times smaller ad its break-dow strai is also much larger tha for SOF. Thus, the tuability of POF is higher tha that of SOF [3]. Wavelegth (m) Wavelegth (m) مجلد 13 العدد Strai (milli-strai) Figure Effect of strai o Bragg wavelegth of Silica Optical Fiber (SOF) ad Polymer Optical Fiber (POF) Figure 3 ad show the depedece of the Bragg wavelegth (λb) upo strai ad temperature variatios for the SOF ad the POF, respectively. Results show that there is a chage i the respose of the FBG at differet temperatures, though the 56

5 magitude of this chage is such that its ect would oly be sigificat over large temperature or strai rages. Also, results idicate that the depedece of the Bragg wavelegth (λb) upo strai ad temperature variatios for the POF Bragg gratigs is lies withi the rage of fm με -1 C -1 ad i the rage of fm με -1 C -1 for the SOF ad the POF, respectively. Iraq J. Electrical ad Electroic Egieerig Vol.13 No.1, o C 5 o C 75 o C Applied Strai (µɛ) o C o C o C Applied Strai (µɛ) Figure 3 Temperature Effect o Strai Respose of Silica Optical Fiber ad Polymer Optical Fiber Figure 4 ad show the temperature depedece of the strai respose for POF Bragg gratigs ad SOF Bragg gratigs, respectively. As we have metioed, the temperature depedece of the strai respose is arises from the temperaturestrai optic coiciet ad the Poisso s ratio depedece [13, 14]. Results show good liearity over the rage of temperature used. Also, Results show that the strai respose for the POF Bragg gratigs chaged o average by 1.34 ±.fm με - 1 C -1 ad o average by.36 ±.3fm με -1 C -1 for the SOF Bragg gratigs. Strai respose (pm / μstrai) Strai respose (pm / μstrai) مجلد 13 العدد Temperature ( ο C) Figure 4 Effect of temperature variatios o strai respose for silica optical fiber (SOF) ad polymer optical fiber (POF) 57

6 Iraq J. Electrical ad Electroic Egieerig Vol.13 No.1, 17 V. CONCLUSION The ect of temperature variatios o the strai respose of polymer optical fiber (POF) Bragg gratigs has bee ivestigated for the first time successfully. It was foud that the depedece of the Bragg wavelegth (λb) upo strai ad temperature variatios for the POF Bragg gratigs is lies withi the rage of fm με -1 C -1 compare with fm με -1 C -1 for the SOFs Bragg gratigs. Also, results show that the strai respose for the POF Bragg gratigs chaged o average by 1.34 ±.fm με -1 C -1 ad o average by.36 ±.3fm με -1 C -1 for the SOF Bragg gratigs. The obtaied results provide a good idea for the temperature strai sesor applicatios. REFERENCES [1]Hisham K. Hisham, Desig Methodology for Reducig RIN Level i DFB Lasers, Iraq J. Electrical ad Electroic Egieerig, Vol. 1, pp. 7-13, 16. []Hisham K. Hisham, Tur_O Time Reductio i VCSELs by optimizig laser parameters, Iraq J. Electrical ad Electroic Egieerig, Vol. 1, 16. [3]Hisham K. Hisham, Numerical Aalysis of Thermal Depedece of the Spectral Respose of Polymer Optical Fiber Bragg Gratigs, Iraq J. Electrical ad Electroic Egieerig, Vol.1, pp.85-95, 16. [4] T. Habisreuther, T. Elsma, A. Graf, ad M. A. Schmidt, High-Temperature Strai Sesig Usig Sapphire Fibers With Iscribed First- Order Bragg Gratigs, IEEE Photo. Joural, Vol. 8, 16. [5] Accessed Feb. 4, 16. [Olie]. Available: [6] P. Moyo, J. M. W. Browjoh, R. Suresh ad S. C. Tji, Developmet of fiber Bragg gratig sesors for moitorig civil ifrastructure, Eg. Struct., vol. 7, pp , 5. [7] M. Silva-Lopez, A. Feder, W.N. MacPherso, J.S. Barto, J.D.C. Joes, D. Zhao, D.J. Webb ad L. Zhag, I. Beio, Strai ad temperature sesitivity of a sigle-mode polymer مجلد 13 العدد 17 1 optical fibre, 17th Ite. Cof. o Optical Fibre Sesors, Proceedigs of SPIE Vol. 5855, (SPIE, Belligham, WA, 5). [8] Yu, J. M., Tao, X. M., ad Tam, H. Y. Tras-4- stilbeemethaoldoped photosesitive polymer fibers ad gratigs. Opt. Lett. 4; 9: [9] Keiser, G. (). Optical Fiber Commuicatios. 3 rd ed. McGraw-Hill, Bosto, USA. [1] Scholze, H. (1991). Glass; Nature, Structure, ad Properties, Spriger-Verlag, New York, USA. [11]Sirkis, J. S. Uified approach to phase-straitemperature models for smart structure iterferometric optical fiber sesors: part 1, developmet. Opt. Eg. 1993; 3: [1]Kersey, A. D., Davis, M. A., Patrick, H. J., Blac, M. L., Koo, K. P., Askis, C. G., Putam, M. A., ad Friebele, E. J. Fiber gratig sesors. J Lightwave Techol. 1997; 15: [13]I. Haggmark, Fiber Bragg Gratigs i Temperature ad Strai Sesors, B.Sc thesis, Royal Istitute of Techology, 14. [14]A. Othoos, K. Kalli, Fiber Bragg Gratig- Fudametals ad Applicatios i Telecommuicatios ad Sesig, Artech House, Bosto,

To the use of Sellmeier formula

To the use of Sellmeier formula To the use of Sellmeier formula by Volkmar Brücker Seior Experte Service (SES) Bo ad HfT Leipzig, Germay Abstract Based o dispersio of pure silica we proposed a geeral Sellmeier formula for various dopats

More information

Free Space Optical Wireless Communications under Turbulence Channel Effect

Free Space Optical Wireless Communications under Turbulence Channel Effect IOSR Joural of Electroics ad Commuicatio Egieerig (IOSR-JECE) e-issn: 78-834,p- ISSN: 78-8735.Volume 9, Issue 3, Ver. III (May - Ju. 014), PP 01-08 Free Space Optical Wireless Commuicatios uder Turbulece

More information

577. Estimation of surface roughness using high frequency vibrations

577. Estimation of surface roughness using high frequency vibrations 577. Estimatio of surface roughess usig high frequecy vibratios V. Augutis, M. Sauoris, Kauas Uiversity of Techology Electroics ad Measuremets Systems Departmet Studetu str. 5-443, LT-5368 Kauas, Lithuaia

More information

OBJECTIVES. Chapter 1 INTRODUCTION TO INSTRUMENTATION FUNCTION AND ADVANTAGES INTRODUCTION. At the end of this chapter, students should be able to:

OBJECTIVES. Chapter 1 INTRODUCTION TO INSTRUMENTATION FUNCTION AND ADVANTAGES INTRODUCTION. At the end of this chapter, students should be able to: OBJECTIVES Chapter 1 INTRODUCTION TO INSTRUMENTATION At the ed of this chapter, studets should be able to: 1. Explai the static ad dyamic characteristics of a istrumet. 2. Calculate ad aalyze the measuremet

More information

Size, shape and temperature effect on nanomaterials

Size, shape and temperature effect on nanomaterials Idia Joural of Pure & Applied Physics Vol. 53, November 2015, pp. 768-775 Size, shape ad temperature effect o aomaterials G Sharma, S Bhatt, R Kumar & M Kumar* Departmet of Physics, G.B. Pat Uiversity

More information

Analysis of the No-Load Characteristic of the Moving Coil Linear Compressor

Analysis of the No-Load Characteristic of the Moving Coil Linear Compressor Purdue Uiversity Purdue e-pubs Iteratioal Compressor Egieerig Coferece School of Mechaical Egieerig 008 Aalysis of the No-Load Characteristic of the Movig Coil Liear Compressor Yigbai Xie North Chia Electric

More information

MCT242: Electronic Instrumentation Lecture 2: Instrumentation Definitions

MCT242: Electronic Instrumentation Lecture 2: Instrumentation Definitions Faculty of Egieerig MCT242: Electroic Istrumetatio Lecture 2: Istrumetatio Defiitios Overview Measuremet Error Accuracy Precisio ad Mea Resolutio Mea Variace ad Stadard deviatio Fiesse Sesitivity Rage

More information

Formation of A Supergain Array and Its Application in Radar

Formation of A Supergain Array and Its Application in Radar Formatio of A Supergai Array ad ts Applicatio i Radar Tra Cao Quye, Do Trug Kie ad Bach Gia Duog. Research Ceter for Electroic ad Telecommuicatios, College of Techology (Coltech, Vietam atioal Uiversity,

More information

ANALYSIS OF EXPERIMENTAL ERRORS

ANALYSIS OF EXPERIMENTAL ERRORS ANALYSIS OF EXPERIMENTAL ERRORS All physical measuremets ecoutered i the verificatio of physics theories ad cocepts are subject to ucertaities that deped o the measurig istrumets used ad the coditios uder

More information

[ ] sin ( ) ( ) = 2 2 ( ) ( ) ( ) ˆ Mechanical Spectroscopy II

[ ] sin ( ) ( ) = 2 2 ( ) ( ) ( ) ˆ Mechanical Spectroscopy II Solid State Pheomea Vol. 89 (003) pp 343-348 (003) Tras Tech Publicatios, Switzerlad doi:0.408/www.scietific.et/ssp.89.343 A New Impulse Mechaical Spectrometer to Study the Dyamic Mechaical Properties

More information

Microscopic traffic flow modeling

Microscopic traffic flow modeling Chapter 34 Microscopic traffic flow modelig 34.1 Overview Macroscopic modelig looks at traffic flow from a global perspective, whereas microscopic modelig, as the term suggests, gives attetio to the details

More information

DG Installation in Distribution System for Minimum Loss

DG Installation in Distribution System for Minimum Loss DG Istallatio i Distributio System for Miimum Loss Aad K Padey Om Mishra Alat Saurabh Kumar EE, JSSATE EE, JSSATE EE, JSSATE EE, JSSATE oida,up oida,up oida,up oida,up Abstract: This paper proposes optimal

More information

The axial dispersion model for tubular reactors at steady state can be described by the following equations: dc dz R n cn = 0 (1) (2) 1 d 2 c.

The axial dispersion model for tubular reactors at steady state can be described by the following equations: dc dz R n cn = 0 (1) (2) 1 d 2 c. 5.4 Applicatio of Perturbatio Methods to the Dispersio Model for Tubular Reactors The axial dispersio model for tubular reactors at steady state ca be described by the followig equatios: d c Pe dz z =

More information

Analysis of composites with multiple rigid-line reinforcements by the BEM

Analysis of composites with multiple rigid-line reinforcements by the BEM Aalysis of composites with multiple rigid-lie reiforcemets by the BEM Piotr Fedeliski* Departmet of Stregth of Materials ad Computatioal Mechaics, Silesia Uiversity of Techology ul. Koarskiego 18A, 44-100

More information

The target reliability and design working life

The target reliability and design working life Safety ad Security Egieerig IV 161 The target reliability ad desig workig life M. Holický Kloker Istitute, CTU i Prague, Czech Republic Abstract Desig workig life ad target reliability levels recommeded

More information

Dynamical stability and parametrical vibrations of the laminated plates with complex shape

Dynamical stability and parametrical vibrations of the laminated plates with complex shape (3) 75 88 Dyamical stability ad parametrical vibratios of the lamiated plates with comple shape Abstract The problem of oliear vibratios ad stability aalysis for the symmetric lamiated plates with comple

More information

Accuracy of prediction methods for the improvement of impact sound pressure levels using floor coverings

Accuracy of prediction methods for the improvement of impact sound pressure levels using floor coverings Accuracy of predictio methods for the improvemet of impact soud pressure levels usig floor coverigs Daiel GRIFFIN 1 1 Marshall Day Acoustics, Australia ABSTRACT The improvemet of impact soud pressure levels

More information

Research on real time compensation of thermal errors of CNC lathe based on linear regression theory Qiu Yongliang

Research on real time compensation of thermal errors of CNC lathe based on linear regression theory Qiu Yongliang d Iteratioal Coferece o Machiery, Materials Egieerig, Chemical Egieerig ad Biotechology (MMECEB 015) Research o real time compesatio of thermal errors of CNC lathe based o liear regressio theory Qiu Yogliag

More information

IMPACT OF THE VARIATION OF STORAGE VOLUMES IN CASCADING MULTI-TANK RAINWATER HARVESTING SYSTEMS

IMPACT OF THE VARIATION OF STORAGE VOLUMES IN CASCADING MULTI-TANK RAINWATER HARVESTING SYSTEMS IMPACT OF THE VARIATION OF STORAGE VOLUMES IN CASCADING MULTI-TANK RAINWATER HARVESTING SYSTEMS 1 S. Sedaayake 2 K. J. C. Kumara 1 Departmet of Civil Egieerig, South Asia Istitute of Techology ad Medicie

More information

Characterization of anisotropic acoustic metamaterials

Characterization of anisotropic acoustic metamaterials INTER-NOISE 06 Characteriatio of aisotropic acoustic metamaterials Ju Hyeog PARK ; Hyug Ji LEE ; Yoo Youg KIM 3 Departmet of Mechaical ad Aerospace Egieerig, Seoul Natioal Uiversity, Korea Istitute of

More information

Direction of Arrival Estimation Method in Underdetermined Condition Zhang Youzhi a, Li Weibo b, Wang Hanli c

Direction of Arrival Estimation Method in Underdetermined Condition Zhang Youzhi a, Li Weibo b, Wang Hanli c 4th Iteratioal Coferece o Advaced Materials ad Iformatio Techology Processig (AMITP 06) Directio of Arrival Estimatio Method i Uderdetermied Coditio Zhag Youzhi a, Li eibo b, ag Hali c Naval Aeroautical

More information

MONITORING THE STABILITY OF SLOPES BY GPS

MONITORING THE STABILITY OF SLOPES BY GPS MONITORING THE STABILITY OF SLOPES BY GPS Prof. S. Sakurai Costructio Egieerig Research Istitute Foudatio, Japa Prof. N. Shimizu Dept. of Civil Egieerig, Yamaguchi Uiversity, Japa ABSTRACT The stability

More information

Introduction to Laser Diffraction

Introduction to Laser Diffraction Itroductio to Laser Diffractio Jeffrey Bodycomb, Ph.D. HORIBA Scietific www.horiba.com/us/particle 0.001 Size: Particle Diameter (m) 0.01 0.1 1 10 100 1000 Methods Apps Sizes Nao-Metric Fie Coarse Colloidal

More information

The Use of Bragg Gratings in the Core and Cladding of Optical Fibres for Accurate Strain Sensing

The Use of Bragg Gratings in the Core and Cladding of Optical Fibres for Accurate Strain Sensing Sesors & Trasducers ISSN 176-5479 008 by IFSA http://www.sesorsportal.com The Use of Bragg Gratigs i the Core ad Claddig of Optical Fibres for Accurate Strai Sesig Ia G. PLATT ad Ia M. WOODHEAD Licol Vetures,

More information

Stopping oscillations of a simple harmonic oscillator using an impulse force

Stopping oscillations of a simple harmonic oscillator using an impulse force It. J. Adv. Appl. Math. ad Mech. 5() (207) 6 (ISSN: 2347-2529) IJAAMM Joural homepage: www.ijaamm.com Iteratioal Joural of Advaces i Applied Mathematics ad Mechaics Stoppig oscillatios of a simple harmoic

More information

A CONFINEMENT MODEL OF HIGH STRENGTH CONCRETE

A CONFINEMENT MODEL OF HIGH STRENGTH CONCRETE 3 th World Coferece o Earthquake Egieerig Vacouver, B.C., Caada August -6, 24 Paper No. 873 A CONFINEMENT MODEL OF HIGH STRENGTH CONCRETE Nobutaka NAKAZAWA, Kazuhiko KAWASHIMA 2, Gakuho WATANABE 3, Ju-ichi

More information

Finally, we show how to determine the moments of an impulse response based on the example of the dispersion model.

Finally, we show how to determine the moments of an impulse response based on the example of the dispersion model. 5.3 Determiatio of Momets Fially, we show how to determie the momets of a impulse respose based o the example of the dispersio model. For the dispersio model we have that E θ (θ ) curve is give by eq (4).

More information

Analytic Theory of Probabilities

Analytic Theory of Probabilities Aalytic Theory of Probabilities PS Laplace Book II Chapter II, 4 pp 94 03 4 A lottery beig composed of umbered tickets of which r exit at each drawig, oe requires the probability that after i drawigs all

More information

Reliability and Queueing

Reliability and Queueing Copyright 999 Uiversity of Califoria Reliability ad Queueig by David G. Messerschmitt Supplemetary sectio for Uderstadig Networked Applicatios: A First Course, Morga Kaufma, 999. Copyright otice: Permissio

More information

A statistical method to determine sample size to estimate characteristic value of soil parameters

A statistical method to determine sample size to estimate characteristic value of soil parameters A statistical method to determie sample size to estimate characteristic value of soil parameters Y. Hojo, B. Setiawa 2 ad M. Suzuki 3 Abstract Sample size is a importat factor to be cosidered i determiig

More information

Mathematical Modeling of Optimum 3 Step Stress Accelerated Life Testing for Generalized Pareto Distribution

Mathematical Modeling of Optimum 3 Step Stress Accelerated Life Testing for Generalized Pareto Distribution America Joural of Theoretical ad Applied Statistics 05; 4(: 6-69 Published olie May 8, 05 (http://www.sciecepublishiggroup.com/j/ajtas doi: 0.648/j.ajtas.05040. ISSN: 6-8999 (Prit; ISSN: 6-9006 (Olie Mathematical

More information

Damped Vibration of a Non-prismatic Beam with a Rotational Spring

Damped Vibration of a Non-prismatic Beam with a Rotational Spring Vibratios i Physical Systems Vol.6 (0) Damped Vibratio of a No-prismatic Beam with a Rotatioal Sprig Wojciech SOCHACK stitute of Mechaics ad Fudametals of Machiery Desig Uiversity of Techology, Czestochowa,

More information

The Scattering Matrix

The Scattering Matrix 2/23/7 The Scatterig Matrix 723 1/13 The Scatterig Matrix At low frequecies, we ca completely characterize a liear device or etwork usig a impedace matrix, which relates the currets ad voltages at each

More information

True Nature of Potential Energy of a Hydrogen Atom

True Nature of Potential Energy of a Hydrogen Atom True Nature of Potetial Eergy of a Hydroge Atom Koshu Suto Key words: Bohr Radius, Potetial Eergy, Rest Mass Eergy, Classical Electro Radius PACS codes: 365Sq, 365-w, 33+p Abstract I cosiderig the potetial

More information

Statisticians use the word population to refer the total number of (potential) observations under consideration

Statisticians use the word population to refer the total number of (potential) observations under consideration 6 Samplig Distributios Statisticias use the word populatio to refer the total umber of (potetial) observatios uder cosideratio The populatio is just the set of all possible outcomes i our sample space

More information

A Study for Monitoring System of Tunnel Portal Slopes at Hanti Tunnel in Korea

A Study for Monitoring System of Tunnel Portal Slopes at Hanti Tunnel in Korea Disaster Mitigatio of Debris Flows, Slope Failures ad Ladslides 591 A Study for Moitorig System of Tuel Portal Slopes at Hati Tuel i Korea O-Il Kwo, 1) Yog Bae, 2) Ki-Tae Chag 3) ad Hee-Soo 4) 1) Geotechical

More information

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series Applied Mathematical Scieces, Vol. 7, 03, o. 6, 3-337 HIKARI Ltd, www.m-hikari.com http://d.doi.org/0.988/ams.03.3430 Compariso Study of Series Approimatio ad Covergece betwee Chebyshev ad Legedre Series

More information

Robustness of spatial-coherence multiplexing under receiver misalignment

Robustness of spatial-coherence multiplexing under receiver misalignment Robustess of spatial-coherece multiplexig uder receiver misaligmet Lawrece J. Pelz ad Betty Lise Aderso It has bee show previously that the spatial coherece of a source ca be modulated ad demodulated;

More information

Probability, Expectation Value and Uncertainty

Probability, Expectation Value and Uncertainty Chapter 1 Probability, Expectatio Value ad Ucertaity We have see that the physically observable properties of a quatum system are represeted by Hermitea operators (also referred to as observables ) such

More information

Application of Homotopy Perturbation Method for the Large Angle period of Nonlinear Oscillator

Application of Homotopy Perturbation Method for the Large Angle period of Nonlinear Oscillator Applicatio of Homotopy Perturbatio Method for the Large Agle period of Noliear Oscillator Olayiwola, M. O. Gbolagade A.W., Adesaya A.O. & Akipelu F.O. Departmet of Mathematical Scieces, Faculty of Sciece,

More information

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS Joural of Applied Mathematics ad Computatioal Mechaics 4 3(3) 3-8 POWER SERIES SOLUION OF FIRS ORDER MARIX DIFFERENIAL EQUAIONS Staisław Kukla Izabela Zamorska Istitute of Mathematics Czestochowa Uiversity

More information

Modification of Arrhenius Model for Numerical Modelling of Turbulent Flames

Modification of Arrhenius Model for Numerical Modelling of Turbulent Flames J. Basic. Appl. Sci. Res., (5)480-486, 01 01, TextRoad Publicatio ISSN 090-4304 Joural of Basic ad Applied Scietific Research www.textroad.com Modificatio of Arrheius Model for Numerical Modellig of Turbulet

More information

Thermal characterization of an insulating material through a tri-layer transient method

Thermal characterization of an insulating material through a tri-layer transient method Advaced Sprig School «Thermal Measuremets & Iverse techiques», Domaie de Fraço, Biarritz, March -6 05 T6 Thermal characterizatio of a isulatig material through a tri-layer trasiet method V. Félix, Y. Jaot,

More information

Orthogonal Gaussian Filters for Signal Processing

Orthogonal Gaussian Filters for Signal Processing Orthogoal Gaussia Filters for Sigal Processig Mark Mackezie ad Kiet Tieu Mechaical Egieerig Uiversity of Wollogog.S.W. Australia Abstract A Gaussia filter usig the Hermite orthoormal series of fuctios

More information

Discrete Orthogonal Moment Features Using Chebyshev Polynomials

Discrete Orthogonal Moment Features Using Chebyshev Polynomials Discrete Orthogoal Momet Features Usig Chebyshev Polyomials R. Mukuda, 1 S.H.Og ad P.A. Lee 3 1 Faculty of Iformatio Sciece ad Techology, Multimedia Uiversity 75450 Malacca, Malaysia. Istitute of Mathematical

More information

Lecture # 07: Flow Visualization techniques: Shadowgraph and Schlieren

Lecture # 07: Flow Visualization techniques: Shadowgraph and Schlieren AerE 311L & AerE343L Lecture Notes Lecture # 07: Flow Visualizatio techiques: Shadowgraph ad Schliere Dr. Hui H Hu Departmet of Aerospace Egieerig owa State Uiversity Ames, owa 50011, U.S.A AerE311L: Lab#01

More information

Taylor polynomial solution of difference equation with constant coefficients via time scales calculus

Taylor polynomial solution of difference equation with constant coefficients via time scales calculus TMSCI 3, o 3, 129-135 (2015) 129 ew Treds i Mathematical Scieces http://wwwtmscicom Taylor polyomial solutio of differece equatio with costat coefficiets via time scales calculus Veysel Fuat Hatipoglu

More information

Numerical Simulation of Thermomechanical Problems in Applied Mechanics: Application to Solidification Problem

Numerical Simulation of Thermomechanical Problems in Applied Mechanics: Application to Solidification Problem Leoardo Joural of Scieces ISSN 1583-0233 Issue 9, July-December 2006 p. 25-32 Numerical Simulatio of Thermomechaical Problems i Applied Mechaics: Applicatio to Solidificatio Problem Vicet Obiajulu OGWUAGWU

More information

mx bx kx F t. dt IR I LI V t, Q LQ RQ V t,

mx bx kx F t. dt IR I LI V t, Q LQ RQ V t, Lecture 5 omplex Variables II (Applicatios i Physics) (See hapter i Boas) To see why complex variables are so useful cosider first the (liear) mechaics of a sigle particle described by Newto s equatio

More information

TESTING OF THE FORCES IN CABLE OF SUSPENSION STRUCTURE AND BRIDGES

TESTING OF THE FORCES IN CABLE OF SUSPENSION STRUCTURE AND BRIDGES TSTING OF TH FORCS IN CABL OF SUSPNSION STRUCTUR AND BRIDGS Zhou, M. 1, Liu, Z. ad Liu, J. 1 College of the Muicipal Techology, Guagzhou Uiversity, Guagzhou. Guagzhou Muicipal ad Ladscape gieerig Quality

More information

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD IRET: Iteratioal oural of Research i Egieerig ad Techology eissn: 39-63 pissn: 3-7308 A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD Satish

More information

1 Adiabatic and diabatic representations

1 Adiabatic and diabatic representations 1 Adiabatic ad diabatic represetatios 1.1 Bor-Oppeheimer approximatio The time-idepedet Schrödiger equatio for both electroic ad uclear degrees of freedom is Ĥ Ψ(r, R) = E Ψ(r, R), (1) where the full molecular

More information

Deterministic Model of Multipath Fading for Circular and Parabolic Reflector Patterns

Deterministic Model of Multipath Fading for Circular and Parabolic Reflector Patterns To appear i the Proceedigs of the 5 IEEE outheastco, (Ft. Lauderdale, FL), April 5 Determiistic Model of Multipath Fadig for Circular ad Parabolic Reflector Patters Dwight K. Hutcheso dhutche@clemso.edu

More information

Chapter 13, Part A Analysis of Variance and Experimental Design

Chapter 13, Part A Analysis of Variance and Experimental Design Slides Prepared by JOHN S. LOUCKS St. Edward s Uiversity Slide 1 Chapter 13, Part A Aalysis of Variace ad Eperimetal Desig Itroductio to Aalysis of Variace Aalysis of Variace: Testig for the Equality of

More information

a b c d e f g h Supplementary Information

a b c d e f g h Supplementary Information Supplemetary Iformatio a b c d e f g h Supplemetary Figure S STM images show that Dark patters are frequetly preset ad ted to accumulate. (a) mv, pa, m ; (b) mv, pa, m ; (c) mv, pa, m ; (d) mv, pa, m ;

More information

Uniform Strict Practical Stability Criteria for Impulsive Functional Differential Equations

Uniform Strict Practical Stability Criteria for Impulsive Functional Differential Equations Global Joural of Sciece Frotier Research Mathematics ad Decisio Scieces Volume 3 Issue Versio 0 Year 03 Type : Double Blid Peer Reviewed Iteratioal Research Joural Publisher: Global Jourals Ic (USA Olie

More information

Nyquist pulse shaping criterion for two-dimensional systems

Nyquist pulse shaping criterion for two-dimensional systems Nyquist pulse shapig criterio for two-dimesioal systems Citatio for published versio (APA): Yag, H., Padharipade, A., & Bergmas, J. W. M. (8). Nyquist pulse shapig criterio for two-dimesioal systems. I

More information

Activity 3: Length Measurements with the Four-Sided Meter Stick

Activity 3: Length Measurements with the Four-Sided Meter Stick Activity 3: Legth Measuremets with the Four-Sided Meter Stick OBJECTIVE: The purpose of this experimet is to study errors ad the propagatio of errors whe experimetal data derived usig a four-sided meter

More information

Lecture 3-7 Semiconductor Lasers.

Lecture 3-7 Semiconductor Lasers. Laser LED Stimulated emissio Spotaeous emissio Laser I th I Typical output optical power vs. diode curret (I) characteristics ad the correspodig output spectrum of a laser diode.?1999 S.O. Kasap, Optoelectroics

More information

ADVANCED SOFTWARE ENGINEERING

ADVANCED SOFTWARE ENGINEERING ADVANCED SOFTWARE ENGINEERING COMP 3705 Exercise Usage-based Testig ad Reliability Versio 1.0-040406 Departmet of Computer Ssciece Sada Narayaappa, Aeliese Adrews Versio 1.1-050405 Departmet of Commuicatio

More information

Stability Analysis of the Euler Discretization for SIR Epidemic Model

Stability Analysis of the Euler Discretization for SIR Epidemic Model Stability Aalysis of the Euler Discretizatio for SIR Epidemic Model Agus Suryato Departmet of Mathematics, Faculty of Scieces, Brawijaya Uiversity, Jl Vetera Malag 6545 Idoesia Abstract I this paper we

More information

The Space Redundant Robotic Manipulator Chaotic Motion Dynamics Control Algorithm

The Space Redundant Robotic Manipulator Chaotic Motion Dynamics Control Algorithm Sesors & rasducers, Vol. 75, Issue 7, July 24, pp. 27-3 Sesors & rasducers 24 by IFSA Publishig, S. L. http://www.sesorsportal.com he Space Redudat Robotic Maipulator Chaotic Motio Dyamics Cotrol Algorithm

More information

A RANK STATISTIC FOR NON-PARAMETRIC K-SAMPLE AND CHANGE POINT PROBLEMS

A RANK STATISTIC FOR NON-PARAMETRIC K-SAMPLE AND CHANGE POINT PROBLEMS J. Japa Statist. Soc. Vol. 41 No. 1 2011 67 73 A RANK STATISTIC FOR NON-PARAMETRIC K-SAMPLE AND CHANGE POINT PROBLEMS Yoichi Nishiyama* We cosider k-sample ad chage poit problems for idepedet data i a

More information

Run-length & Entropy Coding. Redundancy Removal. Sampling. Quantization. Perform inverse operations at the receiver EEE

Run-length & Entropy Coding. Redundancy Removal. Sampling. Quantization. Perform inverse operations at the receiver EEE Geeral e Image Coder Structure Motio Video (s 1,s 2,t) or (s 1,s 2 ) Natural Image Samplig A form of data compressio; usually lossless, but ca be lossy Redudacy Removal Lossless compressio: predictive

More information

A NEW CLASS OF 2-STEP RATIONAL MULTISTEP METHODS

A NEW CLASS OF 2-STEP RATIONAL MULTISTEP METHODS Jural Karya Asli Loreka Ahli Matematik Vol. No. (010) page 6-9. Jural Karya Asli Loreka Ahli Matematik A NEW CLASS OF -STEP RATIONAL MULTISTEP METHODS 1 Nazeeruddi Yaacob Teh Yua Yig Norma Alias 1 Departmet

More information

Author(s) Kimura, Masayuki; Matsushita, Yasuo.

Author(s) Kimura, Masayuki; Matsushita, Yasuo. A study o bifurcatios ad Titlecocerig itrisic localized structu mode mechaical lattice Author(s) Kimura, Masayuki; Matsushita, Yasuo Citatio AIP Coferece Proceedigs: NONLINE State-of-the-Art ad Perspectives

More information

The improvement of the volume ratio measurement method in static expansion vacuum system

The improvement of the volume ratio measurement method in static expansion vacuum system Available olie at www.sciecedirect.com Physics Procedia 32 (22 ) 492 497 8 th Iteratioal Vacuum Cogress The improvemet of the volume ratio measuremet method i static expasio vacuum system Yu Hogya*, Wag

More information

Response of FBG Sensors Embedded in SRM Interface of combustor When Subjected to Tri-Axial Normal Loadings

Response of FBG Sensors Embedded in SRM Interface of combustor When Subjected to Tri-Axial Normal Loadings This article has bee accepted ad published o J-STAGE i advace of copyeditig. Cotet is fial as preseted. IEICE Electroics Epress, Vol.* No.*,*-* Respose of FBG Sesors Embedded i SRM Iterface of combustor

More information

Provläsningsexemplar / Preview TECHNICAL REPORT INTERNATIONAL SPECIAL COMMITTEE ON RADIO INTERFERENCE

Provläsningsexemplar / Preview TECHNICAL REPORT INTERNATIONAL SPECIAL COMMITTEE ON RADIO INTERFERENCE TECHNICAL REPORT CISPR 16-4-3 2004 AMENDMENT 1 2006-10 INTERNATIONAL SPECIAL COMMITTEE ON RADIO INTERFERENCE Amedmet 1 Specificatio for radio disturbace ad immuity measurig apparatus ad methods Part 4-3:

More information

PILOT STUDY ON THE HORIZONTAL SHEAR BEHAVIOUR OF FRP RUBBER ISOLATORS

PILOT STUDY ON THE HORIZONTAL SHEAR BEHAVIOUR OF FRP RUBBER ISOLATORS Asia-Pacific Coferece o FRP i Structures (APFIS 2007) S.T. Smith (ed) 2007 Iteratioal Istitute for FRP i Costructio PILOT STUDY ON THE HORIZONTAL SHEAR BEHAVIOUR OF FRP RUBBER ISOLATORS T.B. Peg *, J.Z.

More information

A PROCEDURE TO MODIFY THE FREQUENCY AND ENVELOPE CHARACTERISTICS OF EMPIRICAL GREEN'S FUNCTION. Lin LU 1 SUMMARY

A PROCEDURE TO MODIFY THE FREQUENCY AND ENVELOPE CHARACTERISTICS OF EMPIRICAL GREEN'S FUNCTION. Lin LU 1 SUMMARY A POCEDUE TO MODIFY THE FEQUENCY AND ENVELOPE CHAACTEISTICS OF EMPIICAL GEEN'S FUNCTION Li LU SUMMAY Semi-empirical method, which divides the fault plae of large earthquake ito mets ad uses small groud

More information

Supplementary Information: Flexible and tunable silicon photonic circuits on plastic substrates

Supplementary Information: Flexible and tunable silicon photonic circuits on plastic substrates Supplemetary Iformatio: Flexible ad tuable silico photoic circuits o plastic substrates Yu Che 1, Hua Li 1, ad Mo Li 11 1 Departmet of Electrical ad Computer Egieerig, Uiversity of Miesota, Mieapolis,

More information

ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION

ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION Molecular ad Quatum Acoustics vol. 7, (6) 79 ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION Jerzy FILIPIAK 1, Lech SOLARZ, Korad ZUBKO 1 Istitute of Electroic ad Cotrol Systems, Techical Uiversity of Czestochowa,

More information

THE SYSTEMATIC AND THE RANDOM. ERRORS - DUE TO ELEMENT TOLERANCES OF ELECTRICAL NETWORKS

THE SYSTEMATIC AND THE RANDOM. ERRORS - DUE TO ELEMENT TOLERANCES OF ELECTRICAL NETWORKS R775 Philips Res. Repts 26,414-423, 1971' THE SYSTEMATIC AND THE RANDOM. ERRORS - DUE TO ELEMENT TOLERANCES OF ELECTRICAL NETWORKS by H. W. HANNEMAN Abstract Usig the law of propagatio of errors, approximated

More information

METHOD OF FUNDAMENTAL SOLUTIONS FOR HELMHOLTZ EIGENVALUE PROBLEMS IN ELLIPTICAL DOMAINS

METHOD OF FUNDAMENTAL SOLUTIONS FOR HELMHOLTZ EIGENVALUE PROBLEMS IN ELLIPTICAL DOMAINS Please cite this article as: Staisław Kula, Method of fudametal solutios for Helmholtz eigevalue problems i elliptical domais, Scietific Research of the Istitute of Mathematics ad Computer Sciece, 009,

More information

DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS

DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS Ivaa Štimac 1, Ivica Kožar 1 M.Sc,Assistat, Ph.D. Professor 1, Faculty of Civil Egieerig, Uiverity of Rieka, Croatia INTRODUCTION The vehicle-iduced

More information

The Mathematical Model and the Simulation Modelling Algoritm of the Multitiered Mechanical System

The Mathematical Model and the Simulation Modelling Algoritm of the Multitiered Mechanical System The Mathematical Model ad the Simulatio Modellig Algoritm of the Multitiered Mechaical System Demi Aatoliy, Kovalev Iva Dept. of Optical Digital Systems ad Techologies, The St. Petersburg Natioal Research

More information

The DOA Estimation of Multiple Signals based on Weighting MUSIC Algorithm

The DOA Estimation of Multiple Signals based on Weighting MUSIC Algorithm , pp.10-106 http://dx.doi.org/10.1457/astl.016.137.19 The DOA Estimatio of ultiple Sigals based o Weightig USIC Algorithm Chagga Shu a, Yumi Liu State Key Laboratory of IPOC, Beijig Uiversity of Posts

More information

On Some Aspects of Random Walks for. Modelling Mobility in a Communication Network* E.R. Barnes

On Some Aspects of Random Walks for. Modelling Mobility in a Communication Network* E.R. Barnes ESL-P-783 Noveiber 1977 O Some Aspects of Radom Walks for Modellig Mobility i a Commuicatio Network* S.K. Leug-Ya-Cheog E.R. Bares This ote examies a two-dimesioal symmetric radom walk model of mobility

More information

CHAPTER 4 BIVARIATE DISTRIBUTION EXTENSION

CHAPTER 4 BIVARIATE DISTRIBUTION EXTENSION CHAPTER 4 BIVARIATE DISTRIBUTION EXTENSION 4. Itroductio Numerous bivariate discrete distributios have bee defied ad studied (see Mardia, 97 ad Kocherlakota ad Kocherlakota, 99) based o various methods

More information

Analysis of Experimental Measurements

Analysis of Experimental Measurements Aalysis of Experimetal Measuremets Thik carefully about the process of makig a measuremet. A measuremet is a compariso betwee some ukow physical quatity ad a stadard of that physical quatity. As a example,

More information

DETERMINATION OF MECHANICAL PROPERTIES OF A NON- UNIFORM BEAM USING THE MEASUREMENT OF THE EXCITED LONGITUDINAL ELASTIC VIBRATIONS.

DETERMINATION OF MECHANICAL PROPERTIES OF A NON- UNIFORM BEAM USING THE MEASUREMENT OF THE EXCITED LONGITUDINAL ELASTIC VIBRATIONS. ICSV4 Cairs Australia 9- July 7 DTRMINATION OF MCHANICAL PROPRTIS OF A NON- UNIFORM BAM USING TH MASURMNT OF TH XCITD LONGITUDINAL LASTIC VIBRATIONS Pavel Aokhi ad Vladimir Gordo Departmet of the mathematics

More information

EXPERIMENTAL INVESTIGATION ON LAMINAR HIGHLY CONCENTRATED FLOW MODELED BY A PLASTIC LAW Session 5

EXPERIMENTAL INVESTIGATION ON LAMINAR HIGHLY CONCENTRATED FLOW MODELED BY A PLASTIC LAW Session 5 EXPERIMENTAL INVESTIGATION ON LAMINAR HIGHLY CONCENTRATED FLOW MODELED BY A PLASTIC LAW Sessio 5 Sergio Brambilla, Ramo Pacheco, Fabrizio Sala ENEL.HYDRO S.p.a. Polo Idraulico Strutturale, Milao; Seior

More information

On the Connectivity of One-dimensional Vehicular Ad Hoc Networks

On the Connectivity of One-dimensional Vehicular Ad Hoc Networks RESEARCH PAPER 论文集锦 O the Coectivity of Oe-dimesioal Vehicular Ad Hoc Networs Liao Jiaxi 1,2, Li Yuazhe 1,2, Li Toghog 3, Zhu Xiaomi 1,2, Zhag Lei 1,2 1 State Key Laboratory of Networig ad Switchig Techology,

More information

Exact Solutions for a Class of Nonlinear Singular Two-Point Boundary Value Problems: The Decomposition Method

Exact Solutions for a Class of Nonlinear Singular Two-Point Boundary Value Problems: The Decomposition Method Exact Solutios for a Class of Noliear Sigular Two-Poit Boudary Value Problems: The Decompositio Method Abd Elhalim Ebaid Departmet of Mathematics, Faculty of Sciece, Tabuk Uiversity, P O Box 741, Tabuki

More information

Similarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle

Similarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle Similarity betwee quatum mechaics ad thermodyamics: Etropy, temperature, ad Carot cycle Sumiyoshi Abe 1,,3 ad Shiji Okuyama 1 1 Departmet of Physical Egieerig, Mie Uiversity, Mie 514-8507, Japa Istitut

More information

Mechatronics. Time Response & Frequency Response 2 nd -Order Dynamic System 2-Pole, Low-Pass, Active Filter

Mechatronics. Time Response & Frequency Response 2 nd -Order Dynamic System 2-Pole, Low-Pass, Active Filter Time Respose & Frequecy Respose d -Order Dyamic System -Pole, Low-Pass, Active Filter R 4 R 7 C 5 e i R 1 C R 3 - + R 6 - + e out Assigmet: Perform a Complete Dyamic System Ivestigatio of the Two-Pole,

More information

The "Last Riddle" of Pierre de Fermat, II

The Last Riddle of Pierre de Fermat, II The "Last Riddle" of Pierre de Fermat, II Alexader Mitkovsky mitkovskiy@gmail.com Some time ago, I published a work etitled, "The Last Riddle" of Pierre de Fermat " i which I had writte a proof of the

More information

Chapter 9: Numerical Differentiation

Chapter 9: Numerical Differentiation 178 Chapter 9: Numerical Differetiatio Numerical Differetiatio Formulatio of equatios for physical problems ofte ivolve derivatives (rate-of-chage quatities, such as velocity ad acceleratio). Numerical

More information

Invariability of Remainder Based Reversible Watermarking

Invariability of Remainder Based Reversible Watermarking Joural of Network Itelligece c 16 ISSN 21-8105 (Olie) Taiwa Ubiquitous Iformatio Volume 1, Number 1, February 16 Ivariability of Remaider Based Reversible Watermarkig Shao-Wei Weg School of Iformatio Egieerig

More information

NUMERICAL INVESTIGATION OF FEEDBACK CONTROL IN PLASMA PROCESSING REACTORS INTRODUCTION

NUMERICAL INVESTIGATION OF FEEDBACK CONTROL IN PLASMA PROCESSING REACTORS INTRODUCTION NUMERICAL INVESTIGATION OF FEEDBACK CONTROL IN PLASMA PROCESSING REACTORS Shahid Rauf ad Mark J. Kusher Departmet of Electrical ad Computer Egieerig Uiversity of Illiois 1406 W. Gree Street, Urbaa, Illiois

More information

Statistics 511 Additional Materials

Statistics 511 Additional Materials Cofidece Itervals o mu Statistics 511 Additioal Materials This topic officially moves us from probability to statistics. We begi to discuss makig ifereces about the populatio. Oe way to differetiate probability

More information

A PCB BASED CAPACITIVE SHEAR FORCE SENSOR DEVELOPED FOR ROBOTIC GRIPPER APPLICATION

A PCB BASED CAPACITIVE SHEAR FORCE SENSOR DEVELOPED FOR ROBOTIC GRIPPER APPLICATION Measuremet of Mass, Force ad Torque (APMF 23) Iteratioal Joural of Moder Physics: Coferece Series Vol. 24 (23) 3627 ( pages) The Authors DOI:.42/S294536276 A PCB BASED CAPACITIVE SHEAR FORCE SENSOR DEVELOPED

More information

Using An Accelerating Method With The Trapezoidal And Mid-Point Rules To Evaluate The Double Integrals With Continuous Integrands Numerically

Using An Accelerating Method With The Trapezoidal And Mid-Point Rules To Evaluate The Double Integrals With Continuous Integrands Numerically ISSN -50 (Paper) ISSN 5-05 (Olie) Vol.7, No., 017 Usig A Acceleratig Method With The Trapezoidal Ad Mid-Poit Rules To Evaluate The Double Itegrals With Cotiuous Itegrads Numerically Azal Taha Abdul Wahab

More information

REGRESSION (Physics 1210 Notes, Partial Modified Appendix A)

REGRESSION (Physics 1210 Notes, Partial Modified Appendix A) REGRESSION (Physics 0 Notes, Partial Modified Appedix A) HOW TO PERFORM A LINEAR REGRESSION Cosider the followig data poits ad their graph (Table I ad Figure ): X Y 0 3 5 3 7 4 9 5 Table : Example Data

More information

A mathematical model of blood flow through diseased blood vessel

A mathematical model of blood flow through diseased blood vessel Iteratioal Joural of Emergig Treds & Techology i Computer Sciece (IJETTCS Volume 6, Issue 3, May- Jue 27 ISSN 2278-6856 A mathematical model of blood flow through diseased blood vessel Sapa Rata Shah,

More information

Excellent Performances of The Third-level Disturbed Chaos in The Cryptography Algorithm and The Spread Spectrum Communication

Excellent Performances of The Third-level Disturbed Chaos in The Cryptography Algorithm and The Spread Spectrum Communication Joural of Iformatio Hidig ad Multimedia Sigal Processig c 26 ISSN 273-422 Ubiquitous Iteratioal Volume 7, Number 4, July 26 Excellet Performaces of The Third-level Disturbed Chaos i The Cryptography Algorithm

More information

INCURSION OF THE GOLDEN RATIO Φ INTO THE SCHRÖDINGER WAVE FUNCTION USING THE Φ RECURSIVE HETERODYNING SET

INCURSION OF THE GOLDEN RATIO Φ INTO THE SCHRÖDINGER WAVE FUNCTION USING THE Φ RECURSIVE HETERODYNING SET INCURSION OF THE GOLDEN RATIO Φ INTO THE SCHRÖDINGER WAVE FUNCTION USING THE Φ RECURSIVE HETERODYNING SET S. Giadioto *, R. L. Amoroso & E.A. Rauscher * Advaced Laser Quatum Dyamics Research Istitute (ALQDRI)

More information

INF-GEO Solutions, Geometrical Optics, Part 1

INF-GEO Solutions, Geometrical Optics, Part 1 INF-GEO430 20 Solutios, Geometrical Optics, Part Reflectio by a symmetric triagular prism Let be the agle betwee the two faces of a symmetric triagular prism. Let the edge A where the two faces meet be

More information

2. Neutronic calculations at uranium powered cylindrical reactor by using Bessel differential equation

2. Neutronic calculations at uranium powered cylindrical reactor by using Bessel differential equation Trasworld Research Network 37/661 (), Fort P.O. Trivadrum-695 03 Kerala, Idia Nuclear Sciece ad Techology, 01: 15-4 ISBN: 978-81-7895-546-9 Editor: Turgay Korkut. Neutroic calculatios at uraium powered

More information