Earthquake response analysis of Ankara high speed train station by finite element modeling

Size: px
Start display at page:

Download "Earthquake response analysis of Ankara high speed train station by finite element modeling"

Transcription

1 Earthquake response analysis of Ankara high speed train station by finite element modeling Burak Nebil BARUTÇU 1 ; Salih ALAN 2 ; Mehmet ÇALIŞKAN 3 Department of Mechanical Engineering Middle East Technical University, Turkey ABSTRACT A new train station is currently under construction in Ankara, Turkey. The building houses a shopping mall and a luxury hotel in nine stores while serving the function of train station. The earthquake response of the building is sought due to a typical earthquake which measured 5.3 Md and 5.5 ML on December 20, A finite element model of the building is developed for this purpose. A number of spring and damper elements whose characteristics are obtained from the soil-structure interactions are used to model the interaction between the foundation and the building itself. Spectral analysis is conducted on the earthquake time signature data measured in Ankara to obtain displacement amplitudes at corresponding frequencies for the N-S, E-W and U-D directions. These results of the spectral analysis are utilized in harmonic analysis on the constructed model. Also, transient analysis is conducted on the model subjected to the raw earthquake displacement data. Vibration amplitudes for a typical floor of the building are predicted due to this particular earthquake. Keywords: Vibration, Building, Earthquake, I-INCE Classification of Subjects Number(s): INTRODUCTION A strong impetus by the Turkish government is set forth to establish a high speed train network in Turkey. It is decided to have the capital city Ankara to serve as the hub of the network. Upon completion of MARMARAY which also involves tube crossing of Bosporus under the sea the network included rail connection between two major cities Ankara and Istanbul, which is the extension of first leg between Ankara and Eskisehir. Another leg of the network between Ankara- Konya is currently in operation. Plans are underway to extend the network to other cities, to Bursa and İzmir in the West and to Sivas in the East in the near future. Figure 1 shows the status of high speed railroad network in Turkey as of May This study aims to predict the vibration amplitudes for a typical floor of the building due to a typical earthquake recorded at a nearby station. The building is modeled by finite elements to estimate the vibration amplitudes. Soil parameters are also employed to model dynamics of the building on elastic foundations. Spectral analysis is conducted on the earthquake acceleration data in order to get the dominant harmonics and their amplitudes. By using the results of the spectral analysis, harmonic analysis is performed on the model of the train station. Also, transient analysis has been carried on the building model by assigning the raw earthquake data as the base input. This study can be separated into two steps, one is spectral analysis, the other is the vibration analysis on the finite element model. The earthquake data have been taken from the Strong Ground Motion Database of Turkey website [1]. Earthquake is dated on at 23:47: This data is recorded from the station whose coordinates are N E. This particular station is the nearest station to the earthquake coordinates which are N E. 1 burakn@metu.edu.tr 2 salihalan@gmail.com 3 caliskan@metu.edu.tr 6318

2 Figure 1 Map of high speed train lines in Turkey 2. SPECTRAL ANALYSIS Spectral analysis has been conducted on the raw earthquake data in order to find the dominant frequency and its amplitude. These results have been used in the harmonic analysis. Time history data of acceleration in N-S, U-D and E-W directions can be seen from the Figure 2, Figure 3 and Figure 4, respectively. Figure 2 Time history data of acceleration in N-S direction 6319

3 Figure 3 Time history data of acceleration in U-D direction Figure 4 Time history data of acceleration E-W direction Velocity and displacement data can be calculated from the time history data of acceleration. Time history of displacement input can be seen in Figure 5 to

4 Figure 5 Time history data of displacement in N-S direction Figure 6 Time history data of displacement in U-D direction Figure 7 Time history data of displacement in E-W direction 6321

5 The sampling interval of data is taken as 0.01 s. The following procedure has been carried out during the spectral analysis [2]. 1. Specify the critical frequency and maximum frequency of interest by using the following formulas. f c = 1/h (1) f max = f c /2 (2) 2. Specify the effective bandwidth (Be) and the accuracy figure (σ/m). 3. Find the record length (T) by using the below formula. T = (1/(σ/m)) 2 /Be (3) 4. Determine the number of non-zero data points as follows; N = T/h (4) 5. To be able to use FFT algorithm the total number points should be powers of 2. Therefore, as the total number of points, the nearest power of 2 to the value by Equation (4) should be used. For the spectral analysis of the earthquake data, 2048 number of points should be used. 6. After the determination of the total number of points new record length should be determined. T = N new h (5) 7. Next step is specifying the number of adjacent spectral estimates (n) which should be an integer. (2n + 1) = Be T (N new )/N_new (6) Value get by equation (6) should be rounded to the nearest integer in order to get the number of adjacent spectral estimates. 8. Since the acceleration data obtained is a unique time history, this data should be divided into samples with a proper time delay at the beginning of the previous sample. For this case, every 2048 data point sample is taken out from the main time history data by adding time delay at the beginning of the previous sample. By this way, time samples are generated with overlapping of the data. 9. Removal of the trend by subtracting the mean values of the time samples is the next step. x i new = x i x for i = 0,1,2 N new 1 (7) where (x) refers to the displacement samples, (x ) refers to the mean values and (i) indicates the number of samples. 10. Take the Fast Fourier Transformation (FFT) of each sample. 11. Calculate the spectral coefficients (S k ) by S k = X k X k (8) where (X k ) is the Fourier Transform of displacement data and (X k ) is the conjugate of the Fourier Transform of displacement data. 12. Then, determine the estimates of the continuous spectrum from S(ω k ) = (T/2π)S k (9) 13. Final step is carrying out final smoothing by calculating the average of adjacent spectral estimates. S(ω k ) = (1/(2n + 1)) S(ω k+m ) n m= n where values of S(ω k+m ) for k + m > N/2. Results of spectral analysis for acceleration data in N-S, U-D and E-W directions can be seen from Figure 14, Figure 15 and Figure 16. (9) 6322

6 Figure 8 Energy spectrum density estimate of acceleration in N-S direction Figure 9 - Energy spectrum density estimate of acceleration in U-D direction Figure 10 - Energy spectrum density estimate of acceleration in E-W direction 6323

7 3. VIBRATION ANALYSIS In order to perform transient and harmonic vibration analysis train station building, which can be seen from the Figure 11, has been model by finite elements. This building is designed by A-Architectural Design Inc. of Ankara, Turkey. The contractor is the joint venture of Cengiz-Limak-Kolin of Turkey. Building has 9 stores and covers an area of 336 m by 93 m. The height of the building from the basement floor is 53 m and from the ground is 45 m. There are a shopping mall and a 5-star hotel in the upper floors. Finite element model of the train station has been developed on ANSYS Parametric Design Language platform. This model consists of beam elements and shell elements and can be seen from the Figure 12. The soil-structure interaction at the boundary in horizontal and vertical directions is represented by springs and dampers and their equivalent coefficients obtained by employing the procedures outlined in [3]. In the soil-structure interaction model, mechanical properties of the soil, bearing area and embedment height of the building along with its weight are taken into account. (Figure 13) Figure 11 Render of high speed train station in Ankara Figure 12 - Finite element model of the building 6324

8 Amplitude [m] 0,11 7,37 14,63 21,89 29,15 36,41 43,67 50,93 58,19 65,45 72,71 79,97 87,23 94,49 101,75 109,01 116,27 123,53 130,79 138,05 145,31 152,57 159,83 167,09 174,35 181,61 188,87 196,13 INTER-NOISE 2016 Figure 13 - Soil structure interaction model 3.1 Transient Analysis Transient analysis has been conducted on the finite element model of the train station by using the raw displacement data. This analysis has been done on the Ansys Parametric Design Language platform. Response of the upper hotel floor is obtained in N-S, U-D and E-W directions. Full Transient Analysis has been performed on the model. Responses in N-S, U-D and E-W directions can be seen from the figures 14 to 16 below. Although, the vibration amplitudes in N-S and E-W directions are damped out drastically, the response of the system follows the displacement input caused by the earthquake closely in U-D direction. There is not much difference between the input and the response of the system in U-D direction. Response of Train Station in N-S Direction Response of Building Displacement Time History of Earthquake 2,00E-03 1,00E-03 0,00E+00-1,00E-03-2,00E-03-3,00E-03-4,00E-03-5,00E-03 Time [s] Figure 14 - Results of transient analysis in N-S direction for the hotel floor 6325

9 Amplitude [m] 0,11 7,15 14,19 21,23 28,27 35,31 42,35 49,39 56,43 63,47 70,51 77,55 84,59 91,63 98,67 105,71 112,75 119,79 126,83 133,87 140,91 147,95 154,99 162,03 169,07 176,11 183,15 190,19 197,23 0,11 7,15 14,19 21,23 28,27 35,31 42,35 49,39 56,43 63,47 70,51 77,55 84,59 91,63 98,67 105,71 112,75 119,79 126,83 133,87 140,91 147,95 154,99 162,03 169,07 176,11 183,15 190,19 197,23 Amplitude [m] INTER-NOISE 2016 Response of Train Station in U-D Direction Response of Building Displacement Time History of Earthquake 1,80E-02 1,60E-02 1,40E-02 1,20E-02 1,00E-02 8,00E-03 6,00E-03 4,00E-03 2,00E-03 0,00E+00-2,00E-03 Time [s] Figure 15 Results of transient analysis in U-D direction for the hotel floor Response of Train Station in E-W Direction Response of Building Displacement Time History of Earthquake 1,00E-02 0,00E+00-1,00E-02-2,00E-02-3,00E-02-4,00E-02-5,00E-02-6,00E-02 Time [s] Figure 16 Results of transient analysis in E-W direction for the hotel floor 3.2 HARMONIC ANALYSIS The following results have been singled out from the previously conducted spectral analysis in this study as the maximum amplitude and its corresponding frequency. These values are used as inputs to the harmonic analysis. Table 1 - Results of spectral analysis N-S U-D E-W Frequency, Hz Amplitude, m E E E-2 Amplitude values for the response of building can be seen from the Table 2 below. 6326

10 Table 2 Results of harmonic analysis of displacement N-S U-D E-W Real Part, m 3.50E E E-03 Imaginary Part, m -1.87E E E-04 Amplitude, m 3.97E E E RESULTS Vibration amplitudes for the train station building due to the strongest earthquake in the known history of Ankara, Turkey need to be determined. Values of parameters used in the spectral analysis are tabulated in Table 3. Table 4 represents the maximum displacement of raw earthquake data, maximum vibrational response which is got from transient analysis and vibration amplitudes get from the harmonic analysis. The results of the transient and harmonic analysis represent the vibration amplitudes of a hotel room. Table 3 Parameter values in spectral analysis Be, Hz σ/m h N T n 0.5 1/ s s 5 Table 4 Results of analysis for the earthquake response N-S U-D E-W Displacement Raw Data, m 4.34E E E-02 Transient Analysis, m 2.19E E E-02 Harmonic Analysis, m 3.97E E E CONCLUSION Vibration amplitudes of a building due to an earthquake data, which can be specified as random signal, have been obtained by two different methods. Spectral analysis has been conducted on the random data to obtain the dominant harmonics and its corresponding amplitudes. Harmonic analysis has been performed on the finite element model of the train station by inputting the results of spectral analysis. As a second study, the raw displacement data, which is calculated from the recorded raw acceleration data, is exploited in the subsequent transient analysis. Two methods of analysis to describe the earthquake response of the station building are found to yield close and meaningful results. ACKNOWLEDGEMENTS Authors are indebted to Mezzo Stüdyo Ltd, Turkey for the support. Thanks are extended to the architect, Mr. Ali Osman Öztürk of A-Architectural Design Inc. of Ankara and to the contractor, joint venture of CLK (Cengiz-Limak-Kolin) of Turkey for granting authors permission to disseminate the knowledge on vibration isolation design for the station building and for provision of visual materials and drawings. REFERENCES 1. Raw Earthquake Displacement Data for Bala, Ankara, Turkey Earthquake on 2007, December 20. (2016, May 5). Retrieved from 2. Newland D. E., An introduction to random vibrations, spectral & wavelet analysis, 3 rd Edition, Prentice-Hall; 1993, p , Essex, UK. 3. Arya S., O Neill M., Pincus G., Design of structures and foundations for vibrating machines, Gulf Publishing, May 1979, p.57-76, Houston, TX, USA. 4. Alan S., Caliskan M., Vibration isolation design of railroad tracks within Ankara high speed train station. Proc 169 th Meeting of the Acoustical Society of America; May 2015 Pittsburgh, PA 6327

A study of Vibration Analysis for Gearbox Casing Using Finite Element Analysis

A study of Vibration Analysis for Gearbox Casing Using Finite Element Analysis A study of Vibration Analysis for Gearbox Casing Using Finite Element Analysis M. Sofian D. Hazry K. Saifullah M. Tasyrif K.Salleh I.Ishak Autonomous System and Machine Vision Laboratory, School of Mechatronic,

More information

Implementation and Validation of Frequency Response Function in LS-DYNA

Implementation and Validation of Frequency Response Function in LS-DYNA Implementation and Validation of Frequency Response Function in LS-DYNA Yun Huang 1, Bor-Tsuen Wang 2 1 Livermore Software Technology Corporation 7374 Las Positas Rd., Livermore, CA, United States 94551

More information

TRAIN INDUCED SEISMIC NOISE OF ACCELERATING AND DECELERATING TRAIN SETS

TRAIN INDUCED SEISMIC NOISE OF ACCELERATING AND DECELERATING TRAIN SETS TRAIN INDUCED SEISMIC NOISE OF ACCELERATING AND DECELERATING TRAIN SETS ABSTRACT: M. Çetin 1, A. Tongut 2, S.Ü. Dikmen 3 and Ali Pınar 4 1 Civil Eng., Dept. of Earthquake Engineering, KOERI, Bogazici University,

More information

A NEW APPROACH FOR THE ANALYSIS OF IMPACT-ECHO DATA

A NEW APPROACH FOR THE ANALYSIS OF IMPACT-ECHO DATA A NEW APPROACH FOR THE ANALYSIS OF IMPACT-ECHO DATA John S. Popovics and Joseph L. Rose Department of Engineering Science and Mechanics The Pennsylvania State University University Park, PA 16802 INTRODUCTION

More information

SHAKER TABLE SEISMIC TESTING OF EQUIPMENT USING HISTORICAL STRONG MOTION DATA SCALED TO SATISFY A SHOCK RESPONSE SPECTRUM Revision C

SHAKER TABLE SEISMIC TESTING OF EQUIPMENT USING HISTORICAL STRONG MOTION DATA SCALED TO SATISFY A SHOCK RESPONSE SPECTRUM Revision C SHAKER TABLE SEISMIC TESTING OF EQUIPMENT USING HISTORICAL STRONG MOTION DATA SCALED TO SATISFY A SHOCK RESPONSE SPECTRUM Revision C By Tom Irvine Email: tom@vibrationdata.com March 12, 2015 The purpose

More information

ME scope Application Note 01 The FFT, Leakage, and Windowing

ME scope Application Note 01 The FFT, Leakage, and Windowing INTRODUCTION ME scope Application Note 01 The FFT, Leakage, and Windowing NOTE: The steps in this Application Note can be duplicated using any Package that includes the VES-3600 Advanced Signal Processing

More information

Fault diagnosis of massey ferguson gearbox using power spectral density

Fault diagnosis of massey ferguson gearbox using power spectral density Journal of Agricultural Technology 2009, V.5(1): 1-6 Fault diagnosis of massey ferguson gearbox using power spectral density K.Heidarbeigi *, Hojat Ahmadi, M. Omid and A. Tabatabaeefar Department of Power

More information

Gear Transmission Error Measurements based on the Phase Demodulation

Gear Transmission Error Measurements based on the Phase Demodulation Gear Transmission Error Measurements based on the Phase Demodulation JIRI TUMA Abstract. The paper deals with a simple gear set transmission error (TE) measurements at gearbox operational conditions that

More information

Modal Parameter Identification of A Continuous Beam Bridge by Using Grouped Response Measurements

Modal Parameter Identification of A Continuous Beam Bridge by Using Grouped Response Measurements Modal Parameter Identification of A Continuous Beam Bridge by Using Grouped Response Measurements Hasan CEYLAN and Gürsoy TURAN 2 Research and Teaching Assistant, Izmir Institute of Technology, Izmir,

More information

Response spectrum Time history Power Spectral Density, PSD

Response spectrum Time history Power Spectral Density, PSD A description is given of one way to implement an earthquake test where the test severities are specified by time histories. The test is done by using a biaxial computer aided servohydraulic test rig.

More information

Annex 5. Determination of the interference field strength in the Land Mobile Service

Annex 5. Determination of the interference field strength in the Land Mobile Service Annex 5 Determination of the interference field strength in the Land Mobile Service Annex 5, page 2 of 18 1 General 1.1 This calculation method is based on Recommendation ITU-R P.1546, taking into account

More information

Mode-based Frequency Response Function and Steady State Dynamics in LS-DYNA

Mode-based Frequency Response Function and Steady State Dynamics in LS-DYNA 11 th International LS-DYNA Users Conference Simulation (3) Mode-based Frequency Response Function and Steady State Dynamics in LS-DYNA Yun Huang 1, Bor-Tsuen Wang 2 1 Livermore Software Technology Corporation

More information

Multiparameter vibration analysis of various defective stages of mechanical components

Multiparameter vibration analysis of various defective stages of mechanical components SISOM 2009 and Session of the Commission of Acoustics, Bucharest 28-29 May Multiparameter vibration analysis of various defective stages of mechanical components Author: dr.ing. Doru TURCAN Abstract The

More information

Foundations Subjected to Vibration Loads

Foundations Subjected to Vibration Loads Foundations Subjected to Vibration Loads A practical design tool for sizing equipment mats By Leonel I. Almanzar Micheli and halid Motiwala The structural design of a foundation system supporting dynamic

More information

An Introduction to Time Waveform Analysis

An Introduction to Time Waveform Analysis An Introduction to Time Waveform Analysis Timothy A Dunton, Universal Technologies Inc. Abstract In recent years there has been a resurgence in the use of time waveform analysis techniques. Condition monitoring

More information

VOLD-KALMAN ORDER TRACKING FILTERING IN ROTATING MACHINERY

VOLD-KALMAN ORDER TRACKING FILTERING IN ROTATING MACHINERY TŮMA, J. GEARBOX NOISE AND VIBRATION TESTING. IN 5 TH SCHOOL ON NOISE AND VIBRATION CONTROL METHODS, KRYNICA, POLAND. 1 ST ED. KRAKOW : AGH, MAY 23-26, 2001. PP. 143-146. ISBN 80-7099-510-6. VOLD-KALMAN

More information

Spatial coherency of earthquake-induced ground accelerations recorded by 100-Station of Istanbul Rapid Response Network

Spatial coherency of earthquake-induced ground accelerations recorded by 100-Station of Istanbul Rapid Response Network Spatial coherency of -induced ground accelerations recorded by 100-Station of Istanbul Rapid Response Network Ebru Harmandar, Eser Cakti, Mustafa Erdik Kandilli Observatory and Earthquake Research Institute,

More information

IOMAC' May Guimarães - Portugal REAL-TIME STRUCTURAL HEALTH MONITORUN AND DAMAG DETECTION

IOMAC' May Guimarães - Portugal REAL-TIME STRUCTURAL HEALTH MONITORUN AND DAMAG DETECTION IOMAC'13 5 th International Operational Modal Analysis Conference 2013 May 13-15 Guimarães - Portugal REAL-TIME STRUCTURAL HEALTH MONITORUN AND DAMAG DETECTION Yavuz Kaya 1, Erdal Safak 2 ABSTRACT Structural

More information

Vibration based condition monitoring of rotating machinery

Vibration based condition monitoring of rotating machinery Vibration based condition monitoring of rotating machinery Goutam Senapaty 1* and Sathish Rao U. 1 1 Department of Mechanical and Manufacturing Engineering, Manipal Institute of Technology, Manipal Academy

More information

Chapter 2 Real-Time Structural Health Monitoring and Damage Detection

Chapter 2 Real-Time Structural Health Monitoring and Damage Detection Chapter 2 Real-Time Structural Health Monitoring and Damage Detection Yavuz Kaya and Erdal Safak Abstract Structural health monitoring (SHM) contains continuous structural vibration monitoring, extraction

More information

Sound pressure level calculation methodology investigation of corona noise in AC substations

Sound pressure level calculation methodology investigation of corona noise in AC substations International Conference on Advanced Electronic Science and Technology (AEST 06) Sound pressure level calculation methodology investigation of corona noise in AC substations,a Xiaowen Wu, Nianguang Zhou,

More information

Module 7 : Design of Machine Foundations. Lecture 31 : Basics of soil dynamics [ Section 31.1: Introduction ]

Module 7 : Design of Machine Foundations. Lecture 31 : Basics of soil dynamics [ Section 31.1: Introduction ] Lecture 31 : Basics of soil dynamics [ Section 31.1: Introduction ] Objectives In this section you will learn the following Dynamic loads Degrees of freedom Lecture 31 : Basics of soil dynamics [ Section

More information

Ground motion and structural vibration reduction using periodic wave bamer as a passive isolation

Ground motion and structural vibration reduction using periodic wave bamer as a passive isolation Ground motion and structural vibration reduction using periodic wave bamer as a passive isolation A. Niousha, M. Motosaka Disaster Control Research Center, Graduate School of Engineering, Tolzoku University,

More information

THE INVESTIGATION OF VIBRATION OF LINAC AT KEK

THE INVESTIGATION OF VIBRATION OF LINAC AT KEK 333 THE INVESTIGATION OF VIBRATION OF LINAC AT KEK Kazuyoshi Katayama, Yoshinori Takahashi, Tamio Imazawa and Nobuyoshi Murai TAKENAKA Corporation, Technical Research Laboratory, Osaka, Japan Tsunehiro

More information

Figure 1: The Penobscot Narrows Bridge in Maine, U.S.A. Figure 2: Arrangement of stay cables tested

Figure 1: The Penobscot Narrows Bridge in Maine, U.S.A. Figure 2: Arrangement of stay cables tested Figure 1: The Penobscot Narrows Bridge in Maine, U.S.A. Figure 2: Arrangement of stay cables tested EXPERIMENTAL SETUP AND PROCEDURES Dynamic testing was performed in two phases. The first phase took place

More information

AGN 008 Vibration DESCRIPTION. Cummins Generator Technologies manufacture ac generators (alternators) to ensure compliance with BS 5000, Part 3.

AGN 008 Vibration DESCRIPTION. Cummins Generator Technologies manufacture ac generators (alternators) to ensure compliance with BS 5000, Part 3. Application Guidance Notes: Technical Information from Cummins Generator Technologies AGN 008 Vibration DESCRIPTION Cummins Generator Technologies manufacture ac generators (alternators) to ensure compliance

More information

Car Cavity Acoustics using ANSYS

Car Cavity Acoustics using ANSYS Car Cavity Acoustics using ANSYS Muthukrishnan A Assistant Consultant TATA Consultancy Services 185,Lloyds Road, Chennai- 600 086 INDIA Introduction The study of vehicle interior acoustics in the automotive

More information

Spectral analysis of seismic signals using Burg algorithm V. Ravi Teja 1, U. Rakesh 2, S. Koteswara Rao 3, V. Lakshmi Bharathi 4

Spectral analysis of seismic signals using Burg algorithm V. Ravi Teja 1, U. Rakesh 2, S. Koteswara Rao 3, V. Lakshmi Bharathi 4 Volume 114 No. 1 217, 163-171 ISSN: 1311-88 (printed version); ISSN: 1314-3395 (on-line version) url: http://www.ijpam.eu ijpam.eu Spectral analysis of seismic signals using Burg algorithm V. avi Teja

More information

Linguistics 401 LECTURE #2. BASIC ACOUSTIC CONCEPTS (A review)

Linguistics 401 LECTURE #2. BASIC ACOUSTIC CONCEPTS (A review) Linguistics 401 LECTURE #2 BASIC ACOUSTIC CONCEPTS (A review) Unit of wave: CYCLE one complete wave (=one complete crest and trough) The number of cycles per second: FREQUENCY cycles per second (cps) =

More information

StandingWaves_P2 [41 marks]

StandingWaves_P2 [41 marks] StandingWaves_P2 [41 marks] A loudspeaker emits sound towards the open end of a pipe. The other end is closed. A standing wave is formed in the pipe. The diagram represents the displacement of molecules

More information

2166. Modal identification of Karun IV arch dam based on ambient vibration tests and seismic responses

2166. Modal identification of Karun IV arch dam based on ambient vibration tests and seismic responses 2166. Modal identification of Karun IV arch dam based on ambient vibration tests and seismic responses R. Tarinejad 1, K. Falsafian 2, M. T. Aalami 3, M. T. Ahmadi 4 1, 2, 3 Faculty of Civil Engineering,

More information

Dynamic Vibration Absorber

Dynamic Vibration Absorber Part 1B Experimental Engineering Integrated Coursework Location: DPO Experiment A1 (Short) Dynamic Vibration Absorber Please bring your mechanics data book and your results from first year experiment 7

More information

APPLICATIONS OF DSP OBJECTIVES

APPLICATIONS OF DSP OBJECTIVES APPLICATIONS OF DSP OBJECTIVES This lecture will discuss the following: Introduce analog and digital waveform coding Introduce Pulse Coded Modulation Consider speech-coding principles Introduce the channel

More information

Lab Report #10 Alex Styborski, Daniel Telesman, and Josh Kauffman Group 12 Abstract

Lab Report #10 Alex Styborski, Daniel Telesman, and Josh Kauffman Group 12 Abstract Lab Report #10 Alex Styborski, Daniel Telesman, and Josh Kauffman Group 12 Abstract During lab 10, students carried out four different experiments, each one showing the spectrum of a different wave form.

More information

SHOCK AND VIBRATION RESPONSE SPECTRA COURSE Unit 4. Random Vibration Characteristics. By Tom Irvine

SHOCK AND VIBRATION RESPONSE SPECTRA COURSE Unit 4. Random Vibration Characteristics. By Tom Irvine SHOCK AND VIBRATION RESPONSE SPECTRA COURSE Unit 4. Random Vibration Characteristics By Tom Irvine Introduction Random Forcing Function and Response Consider a turbulent airflow passing over an aircraft

More information

Fourier Signal Analysis

Fourier Signal Analysis Part 1B Experimental Engineering Integrated Coursework Location: Baker Building South Wing Mechanics Lab Experiment A4 Signal Processing Fourier Signal Analysis Please bring the lab sheet from 1A experiment

More information

Objectives. Abstract. This PRO Lesson will examine the Fast Fourier Transformation (FFT) as follows:

Objectives. Abstract. This PRO Lesson will examine the Fast Fourier Transformation (FFT) as follows: : FFT Fast Fourier Transform This PRO Lesson details hardware and software setup of the BSL PRO software to examine the Fast Fourier Transform. All data collection and analysis is done via the BIOPAC MP35

More information

OPTIMIZATION OF GEOMETRICAL PARAMETERS OF SINGLE POINT CUTTING TOOL TO REDUCE STRESS AND VIBRATION

OPTIMIZATION OF GEOMETRICAL PARAMETERS OF SINGLE POINT CUTTING TOOL TO REDUCE STRESS AND VIBRATION OPTIMIZATION OF GEOMETRICAL PARAMETERS OF SINGLE POINT CUTTING TOOL TO REDUCE STRESS AND VIBRATION Prabhat Kumar 1 and Mohammad Ziaulhaq 2 and Anil Kuamar Arya 3 1 M. Tech. Scholar of Mechanical Engineering,

More information

Influence of Peak Factors on Random Vibration Theory Based Site Response Analysis

Influence of Peak Factors on Random Vibration Theory Based Site Response Analysis 6 th International Conference on Earthquake Geotechnical Engineering 1-4 November 2015 Christchurch, New Zealand Influence of Peak Factors on Random Vibration Theory Based Site Response Analysis X. Wang

More information

Low wavenumber reflectors

Low wavenumber reflectors Low wavenumber reflectors Low wavenumber reflectors John C. Bancroft ABSTRACT A numerical modelling environment was created to accurately evaluate reflections from a D interface that has a smooth transition

More information

SHAKER TABLE SEISMIC TESTING OF EQUIPMENT USING HISTORICAL STRONG MOTION DATA SCALED TO SATISFY A SHOCK RESPONSE SPECTRUM

SHAKER TABLE SEISMIC TESTING OF EQUIPMENT USING HISTORICAL STRONG MOTION DATA SCALED TO SATISFY A SHOCK RESPONSE SPECTRUM SHAKER TABLE SEISMIC TESTING OF EQUIPMENT USING HISTORICAL STRONG MOTION DATA SCALED TO SATISFY A SHOCK RESPONSE SPECTRUM By Tom Irvine Email: tomirvine@aol.com May 6, 29. The purpose of this paper is

More information

System Inputs, Physical Modeling, and Time & Frequency Domains

System Inputs, Physical Modeling, and Time & Frequency Domains System Inputs, Physical Modeling, and Time & Frequency Domains There are three topics that require more discussion at this point of our study. They are: Classification of System Inputs, Physical Modeling,

More information

Noise and vibration generation for laboratory studies on sleep disturbance

Noise and vibration generation for laboratory studies on sleep disturbance Noise and vibration generation for laboratory studies on sleep disturbance Mikael Ögren 1*, Evy Öhrström 2, Tomas Jerson 3 1 The Swedish National Road and Transport Research Institute, Box 8077, SE-40278,

More information

IADS Frequency Analysis FAQ ( Updated: March 2009 )

IADS Frequency Analysis FAQ ( Updated: March 2009 ) IADS Frequency Analysis FAQ ( Updated: March 2009 ) * Note - This Document references two data set archives that have been uploaded to the IADS Google group available in the Files area called; IADS Frequency

More information

CHAPTER 5 FAULT DIAGNOSIS OF ROTATING SHAFT WITH SHAFT MISALIGNMENT

CHAPTER 5 FAULT DIAGNOSIS OF ROTATING SHAFT WITH SHAFT MISALIGNMENT 66 CHAPTER 5 FAULT DIAGNOSIS OF ROTATING SHAFT WITH SHAFT MISALIGNMENT 5.1 INTRODUCTION The problem of misalignment encountered in rotating machinery is of great concern to designers and maintenance engineers.

More information

(i) Sine sweep (ii) Sine beat (iii) Time history (iv) Continuous sine

(i) Sine sweep (ii) Sine beat (iii) Time history (iv) Continuous sine A description is given of one way to implement an earthquake test where the test severities are specified by the sine-beat method. The test is done by using a biaxial computer aided servohydraulic test

More information

Influence of Vibration of Tail Platform of Hydropower Station on Transformer Performance

Influence of Vibration of Tail Platform of Hydropower Station on Transformer Performance Influence of Vibration of Tail Platform of Hydropower Station on Transformer Performance Hao Liu a, Qian Zhang b School of Mechanical and Electronic Engineering, Shandong University of Science and Technology,

More information

Review of Foundation Vibrations

Review of Foundation Vibrations Review of Foundation Vibrations Philosophy Recall that our objective is to determine the characteristics (i.e. displacement, natural frequency, etc.) of the machine-foundation system shown below. There

More information

CASE STUDY OF OPERATIONAL MODAL ANALYSIS (OMA) OF A LARGE HYDROELECTRIC GENERATOR

CASE STUDY OF OPERATIONAL MODAL ANALYSIS (OMA) OF A LARGE HYDROELECTRIC GENERATOR CASE STUDY OF OPERATIONAL MODAL ANALYSIS (OMA) OF A LARGE HYDROELECTRIC GENERATOR F. Lafleur 1, V.H. Vu 1,2, M, Thomas 2 1 Institut de Recherche de Hydro-Québec, Varennes, QC, Canada 2 École de Technologie

More information

Enhancing the low frequency vibration reduction performance of plates with embedded Acoustic Black Holes

Enhancing the low frequency vibration reduction performance of plates with embedded Acoustic Black Holes Enhancing the low frequency vibration reduction performance of plates with embedded Acoustic Black Holes Stephen C. CONLON 1 ; John B. FAHNLINE 1 ; Fabio SEMPERLOTTI ; Philip A. FEURTADO 1 1 Applied Research

More information

A Parametric Model for Spectral Sound Synthesis of Musical Sounds

A Parametric Model for Spectral Sound Synthesis of Musical Sounds A Parametric Model for Spectral Sound Synthesis of Musical Sounds Cornelia Kreutzer University of Limerick ECE Department Limerick, Ireland cornelia.kreutzer@ul.ie Jacqueline Walker University of Limerick

More information

REAL-TIME BROADBAND NOISE REDUCTION

REAL-TIME BROADBAND NOISE REDUCTION REAL-TIME BROADBAND NOISE REDUCTION Robert Hoeldrich and Markus Lorber Institute of Electronic Music Graz Jakoministrasse 3-5, A-8010 Graz, Austria email: robert.hoeldrich@mhsg.ac.at Abstract A real-time

More information

Control and Signal Processing in a Structural Laboratory

Control and Signal Processing in a Structural Laboratory Control and Signal Processing in a Structural Laboratory Authors: Weining Feng, University of Houston-Downtown, Houston, Houston, TX 7700 FengW@uhd.edu Alberto Gomez-Rivas, University of Houston-Downtown,

More information

Structural Health Monitoring of bridges using accelerometers a case study at Apollo Bridge in Bratislava

Structural Health Monitoring of bridges using accelerometers a case study at Apollo Bridge in Bratislava UDC: 531.768 539.38 543.382.42 DOI: 10.14438/gn.2015.03 Typology: 1.01 Original Scientific Article Article info: Received 2015-03-08, Accepted 2015-03-19, Published 2015-04-10 Structural Health Monitoring

More information

Long Range Acoustic Classification

Long Range Acoustic Classification Approved for public release; distribution is unlimited. Long Range Acoustic Classification Authors: Ned B. Thammakhoune, Stephen W. Lang Sanders a Lockheed Martin Company P. O. Box 868 Nashua, New Hampshire

More information

Adaptive Fingerprint Binarization by Frequency Domain Analysis

Adaptive Fingerprint Binarization by Frequency Domain Analysis Adaptive Fingerprint Binarization by Frequency Domain Analysis Josef Ström Bartůněk, Mikael Nilsson, Jörgen Nordberg, Ingvar Claesson Department of Signal Processing, School of Engineering, Blekinge Institute

More information

: STRUCTURAL DYNAMICS. Course Handout

: STRUCTURAL DYNAMICS. Course Handout KL University, Guntur III/IV B-Tech, 2 nd Semester-2011-2012 STRUCTURAL DYNAMICS Course Handout Course No : 09 CEE33 Course Title : STRUCTURAL DYNAMICS Course Coordinator : Mr. G. V. Ramanjaneyulu Team

More information

I017 Digital Noise Attenuation of Particle Motion Data in a Multicomponent 4C Towed Streamer

I017 Digital Noise Attenuation of Particle Motion Data in a Multicomponent 4C Towed Streamer I017 Digital Noise Attenuation of Particle Motion Data in a Multicomponent 4C Towed Streamer A.K. Ozdemir* (WesternGeco), B.A. Kjellesvig (WesternGeco), A. Ozbek (Schlumberger) & J.E. Martin (Schlumberger)

More information

ME scope Application Note 02 Waveform Integration & Differentiation

ME scope Application Note 02 Waveform Integration & Differentiation ME scope Application Note 02 Waveform Integration & Differentiation The steps in this Application Note can be duplicated using any ME scope Package that includes the VES-3600 Advanced Signal Processing

More information

Windows and Leakage Brief Overview

Windows and Leakage Brief Overview Windows and Leakage Brief Overview When converting a signal from the time domain to the frequency domain, the Fast Fourier Transform (FFT) is used. The Fourier Transform is defined by the Equation: j2πft

More information

THE SPECTRAL METHOD FOR PRECISION ESTIMATE OF THE CIRCLE ACCELERATOR ALIGNMENT

THE SPECTRAL METHOD FOR PRECISION ESTIMATE OF THE CIRCLE ACCELERATOR ALIGNMENT II/201 THE SPECTRAL METHOD FOR PRECISION ESTIMATE OF THE CIRCLE ACCELERATOR ALIGNMENT Jury Kirochkin Insitute for High Energy Physics, Protvino, Russia Inna Sedelnikova Moscow State Building University,

More information

Impact sound insulation: Transient power input from the rubber ball on locally reacting mass-spring systems

Impact sound insulation: Transient power input from the rubber ball on locally reacting mass-spring systems Impact sound insulation: Transient power input from the rubber ball on locally reacting mass-spring systems Susumu HIRAKAWA 1 ; Carl HOPKINS 2 ; Pyoung Jik LEE 3 Acoustics Research Unit, School of Architecture,

More information

Preliminary study of the vibration displacement measurement by using strain gauge

Preliminary study of the vibration displacement measurement by using strain gauge Songklanakarin J. Sci. Technol. 32 (5), 453-459, Sep. - Oct. 2010 Original Article Preliminary study of the vibration displacement measurement by using strain gauge Siripong Eamchaimongkol* Department

More information

PeakVue Analysis for Antifriction Bearing Fault Detection

PeakVue Analysis for Antifriction Bearing Fault Detection Machinery Health PeakVue Analysis for Antifriction Bearing Fault Detection Peak values (PeakVue) are observed over sequential discrete time intervals, captured, and analyzed. The analyses are the (a) peak

More information

Biomedical Signals. Signals and Images in Medicine Dr Nabeel Anwar

Biomedical Signals. Signals and Images in Medicine Dr Nabeel Anwar Biomedical Signals Signals and Images in Medicine Dr Nabeel Anwar Noise Removal: Time Domain Techniques 1. Synchronized Averaging (covered in lecture 1) 2. Moving Average Filters (today s topic) 3. Derivative

More information

Summary. Theory. Introduction

Summary. Theory. Introduction round motion through geophones and MEMS accelerometers: sensor comparison in theory modeling and field data Michael Hons* Robert Stewart Don Lawton and Malcolm Bertram CREWES ProjectUniversity of Calgary

More information

Tunable Multi Notch Digital Filters A MATLAB demonstration using real data

Tunable Multi Notch Digital Filters A MATLAB demonstration using real data Tunable Multi Notch Digital Filters A MATLAB demonstration using real data Jon Bell CSIRO ATNF 27 Sep 2 1 Introduction Many people are investigating a wide range of interference suppression techniques.

More information

EXPERIMENT 2: STRAIN GAGE DYNAMIC TESTING

EXPERIMENT 2: STRAIN GAGE DYNAMIC TESTING EXPERIMENT 2: STRAIN GAGE DYNAMIC TESTING Objective: In this experiment you will use the strain gage installation from the prior lab assignment and test the cantilever beam under dynamic loading situations.

More information

Natural Frequencies and Resonance

Natural Frequencies and Resonance Natural Frequencies and Resonance A description and applications of natural frequencies and resonance commonly found in industrial applications Beaumont Vibration Institute Annual Seminar Beaumont, TX

More information

Barrier. (a) State the conditions which must be met for an object to move with simple harmonic motion. (2)

Barrier. (a) State the conditions which must be met for an object to move with simple harmonic motion. (2) 1 In a television game show contestants have to pass under a barrier. The barrier has a vertical height of 0.70m and moves up and down with simple harmonic motion. 3.0m Barrier 0.70m (a) State the conditions

More information

THE RELATIONSHIP BETWEEN FILL-DEPTHS BASED ON GIS ESTIMATION, EARTHQUAKE DAMAGE AND THE MICRO-TREMOR PROPERTY OF A DEVELOPED HILL RESIDENTIAL AREA

THE RELATIONSHIP BETWEEN FILL-DEPTHS BASED ON GIS ESTIMATION, EARTHQUAKE DAMAGE AND THE MICRO-TREMOR PROPERTY OF A DEVELOPED HILL RESIDENTIAL AREA THE RELATIONSHIP BETWEEN FILL-DEPTHS BASED ON GIS ESTIMATION, EARTHQUAKE DAMAGE AND THE MICRO-TREMOR PROPERTY OF A DEVELOPED HILL RESIDENTIAL AREA Satoshi IWAI 1 1 Professor, Dept. of Architectural Engineering,

More information

Introduction. Physics 1CL WAVES AND SOUND FALL 2009

Introduction. Physics 1CL WAVES AND SOUND FALL 2009 Introduction This lab and the next are based on the physics of waves and sound. In this lab, transverse waves on a string and both transverse and longitudinal waves on a slinky are studied. To describe

More information

Variable-depth streamer acquisition: broadband data for imaging and inversion

Variable-depth streamer acquisition: broadband data for imaging and inversion P-246 Variable-depth streamer acquisition: broadband data for imaging and inversion Robert Soubaras, Yves Lafet and Carl Notfors*, CGGVeritas Summary This paper revisits the problem of receiver deghosting,

More information

Site-specific seismic hazard analysis

Site-specific seismic hazard analysis Site-specific seismic hazard analysis ABSTRACT : R.K. McGuire 1 and G.R. Toro 2 1 President, Risk Engineering, Inc, Boulder, Colorado, USA 2 Vice-President, Risk Engineering, Inc, Acton, Massachusetts,

More information

Borehole vibration response to hydraulic fracture pressure

Borehole vibration response to hydraulic fracture pressure Borehole vibration response to hydraulic fracture pressure Andy St-Onge* 1a, David W. Eaton 1b, and Adam Pidlisecky 1c 1 Department of Geoscience, University of Calgary, 2500 University Drive NW Calgary,

More information

Filling in the MIMO Matrix Part 2 Time Waveform Replication Tests Using Field Data

Filling in the MIMO Matrix Part 2 Time Waveform Replication Tests Using Field Data Filling in the MIMO Matrix Part 2 Time Waveform Replication Tests Using Field Data Marcos Underwood, Russ Ayres, and Tony Keller, Spectral Dynamics, Inc., San Jose, California There is currently quite

More information

Current based Normalized Triple Covariance as a bearings diagnostic feature in induction motor

Current based Normalized Triple Covariance as a bearings diagnostic feature in induction motor 19 th World Conference on Non-Destructive Testing 2016 Current based Normalized Triple Covariance as a bearings diagnostic feature in induction motor Leon SWEDROWSKI 1, Tomasz CISZEWSKI 1, Len GELMAN 2

More information

Acceleration Enveloping Higher Sensitivity, Earlier Detection

Acceleration Enveloping Higher Sensitivity, Earlier Detection Acceleration Enveloping Higher Sensitivity, Earlier Detection Nathan Weller Senior Engineer GE Energy e-mail: nathan.weller@ps.ge.com Enveloping is a tool that can give more information about the life

More information

CG401 Advanced Signal Processing. Dr Stuart Lawson Room A330 Tel: January 2003

CG401 Advanced Signal Processing. Dr Stuart Lawson Room A330 Tel: January 2003 CG40 Advanced Dr Stuart Lawson Room A330 Tel: 23780 e-mail: ssl@eng.warwick.ac.uk 03 January 2003 Lecture : Overview INTRODUCTION What is a signal? An information-bearing quantity. Examples of -D and 2-D

More information

Finite Element Study of Using Concrete Tie Beams to Reduce Differential Settlement Between Footings

Finite Element Study of Using Concrete Tie Beams to Reduce Differential Settlement Between Footings Finite Element Study of Using Concrete Tie Beams to Reduce Differential Settlement Between Footings AMIN H. ALMASRI* AND ZIAD N. TAQIEDDIN** *Assistant Professor, Department of Civil Engineering, Jordan

More information

CHAPTER 6. CALCULATION OF TUNING PARAMETERS FOR VIBRATION CONTROL USING LabVIEW

CHAPTER 6. CALCULATION OF TUNING PARAMETERS FOR VIBRATION CONTROL USING LabVIEW 130 CHAPTER 6 CALCULATION OF TUNING PARAMETERS FOR VIBRATION CONTROL USING LabVIEW 6.1 INTRODUCTION Vibration control of rotating machinery is tougher and a challenging challengerical technical problem.

More information

Fibre Laser Doppler Vibrometry System for Target Recognition

Fibre Laser Doppler Vibrometry System for Target Recognition Fibre Laser Doppler Vibrometry System for Target Recognition Michael P. Mathers a, Samuel Mickan a, Werner Fabian c, Tim McKay b a School of Electrical and Electronic Engineering, The University of Adelaide,

More information

Standard Octaves and Sound Pressure. The superposition of several independent sound sources produces multifrequency noise: i=1

Standard Octaves and Sound Pressure. The superposition of several independent sound sources produces multifrequency noise: i=1 Appendix C Standard Octaves and Sound Pressure C.1 Time History and Overall Sound Pressure The superposition of several independent sound sources produces multifrequency noise: p(t) = N N p i (t) = P i

More information

Experimental Modal Analysis of an Automobile Tire

Experimental Modal Analysis of an Automobile Tire Experimental Modal Analysis of an Automobile Tire J.H.A.M. Vervoort Report No. DCT 2007.084 Bachelor final project Coach: Dr. Ir. I. Lopez Arteaga Supervisor: Prof. Dr. Ir. H. Nijmeijer Eindhoven University

More information

EXPERIMENTAL MODAL AND AERODYNAMIC ANALYSIS OF A LARGE SPAN CABLE-STAYED BRIDGE

EXPERIMENTAL MODAL AND AERODYNAMIC ANALYSIS OF A LARGE SPAN CABLE-STAYED BRIDGE The Seventh Asia-Pacific Conference on Wind Engineering, November 82, 29, Taipei, Taiwan EXPERIMENTAL MODAL AND AERODYNAMIC ANALYSIS OF A LARGE SPAN CABLE-STAYED BRIDGE Chern-Hwa Chen, Jwo-Hua Chen 2,

More information

Removal of Line Noise Component from EEG Signal

Removal of Line Noise Component from EEG Signal 1 Removal of Line Noise Component from EEG Signal Removal of Line Noise Component from EEG Signal When carrying out time-frequency analysis, if one is interested in analysing frequencies above 30Hz (i.e.

More information

Frequency Modulation of 0S2-E

Frequency Modulation of 0S2-E Frequency Modulation of 0S2-E Herbert Weidner a Abstract: Precision measurements of the 0S2 quintet after the 2004-12-26 earthquake show that the highest spectral line near 318.4 µhz is frequency modulated.

More information

Laboratory Assignment 4. Fourier Sound Synthesis

Laboratory Assignment 4. Fourier Sound Synthesis Laboratory Assignment 4 Fourier Sound Synthesis PURPOSE This lab investigates how to use a computer to evaluate the Fourier series for periodic signals and to synthesize audio signals from Fourier series

More information

High-Frequency Rapid Geo-acoustic Characterization

High-Frequency Rapid Geo-acoustic Characterization High-Frequency Rapid Geo-acoustic Characterization Kevin D. Heaney Lockheed-Martin ORINCON Corporation, 4350 N. Fairfax Dr., Arlington VA 22203 Abstract. The Rapid Geo-acoustic Characterization (RGC) algorithm

More information

MODEL MODIFICATION OF WIRA CENTER MEMBER BAR

MODEL MODIFICATION OF WIRA CENTER MEMBER BAR MODEL MODIFICATION OF WIRA CENTER MEMBER BAR F.R.M. Romlay & M.S.M. Sani Faculty of Mechanical Engineering Kolej Universiti Kejuruteraan & Teknologi Malaysia (KUKTEM), Karung Berkunci 12 25000 Kuantan

More information

Attenuation of low frequency underwater noise using arrays of air-filled resonators

Attenuation of low frequency underwater noise using arrays of air-filled resonators Attenuation of low frequency underwater noise using arrays of air-filled resonators Mark S. WOCHNER 1 Kevin M. LEE 2 ; Andrew R. MCNEESE 2 ; Preston S. WILSON 3 1 AdBm Corp, 3925 W. Braker Ln, 3 rd Floor,

More information

Bearing fault detection of wind turbine using vibration and SPM

Bearing fault detection of wind turbine using vibration and SPM Bearing fault detection of wind turbine using vibration and SPM Ruifeng Yang 1, Jianshe Kang 2 Mechanical Engineering College, Shijiazhuang, China 1 Corresponding author E-mail: 1 rfyangphm@163.com, 2

More information

AN ADAPTIVE VIBRATION ABSORBER

AN ADAPTIVE VIBRATION ABSORBER AN ADAPTIVE VIBRATION ABSORBER Simon Hill, Scott Snyder and Ben Cazzolato Department of Mechanical Engineering, The University of Adelaide Australia, S.A. 5005. Email: simon.hill@adelaide.edu.au 1 INTRODUCTION

More information

Dynamic Modeling of Air Cushion Vehicles

Dynamic Modeling of Air Cushion Vehicles Proceedings of IMECE 27 27 ASME International Mechanical Engineering Congress Seattle, Washington, November -5, 27 IMECE 27-4 Dynamic Modeling of Air Cushion Vehicles M Pollack / Applied Physical Sciences

More information

Vibration Analysis of deep groove ball bearing using Finite Element Analysis

Vibration Analysis of deep groove ball bearing using Finite Element Analysis RESEARCH ARTICLE OPEN ACCESS Vibration Analysis of deep groove ball bearing using Finite Element Analysis Mr. Shaha Rohit D*, Prof. S. S. Kulkarni** *(Dept. of Mechanical Engg.SKN SCOE, Korti-Pandharpur,

More information

LIQUID SLOSHING IN FLEXIBLE CONTAINERS, PART 1: TUNING CONTAINER FLEXIBILITY FOR SLOSHING CONTROL

LIQUID SLOSHING IN FLEXIBLE CONTAINERS, PART 1: TUNING CONTAINER FLEXIBILITY FOR SLOSHING CONTROL Fifth International Conference on CFD in the Process Industries CSIRO, Melbourne, Australia 13-15 December 26 LIQUID SLOSHING IN FLEXIBLE CONTAINERS, PART 1: TUNING CONTAINER FLEXIBILITY FOR SLOSHING CONTROL

More information

Wind profile detection of atmospheric radar signals using wavelets and harmonic decomposition techniques

Wind profile detection of atmospheric radar signals using wavelets and harmonic decomposition techniques ATMOSPHERIC SCIENCE LETTERS Atmos. Sci. Let. : () Published online 7 January in Wiley InterScience (www.interscience.wiley.com). DOI:./asl.7 Wind profile detection of atmospheric radar signals using wavelets

More information

ISO INTERNATIONAL STANDARD. Mechanical vibration and shock Signal processing Part 2: Time domain windows for Fourier Transform analysis

ISO INTERNATIONAL STANDARD. Mechanical vibration and shock Signal processing Part 2: Time domain windows for Fourier Transform analysis INTERNATIONAL STANDARD ISO 18431-2 First edition 2004-10-15 Mechanical vibration and shock Signal processing Part 2: Time domain windows for Fourier Transform analysis Vibrations et chocs mécaniques Traitement

More information

Direct Imaging of Group Velocity Dispersion Curves in Shallow Water Christopher Liner*, University of Houston; Lee Bell and Richard Verm, Geokinetics

Direct Imaging of Group Velocity Dispersion Curves in Shallow Water Christopher Liner*, University of Houston; Lee Bell and Richard Verm, Geokinetics Direct Imaging of Group Velocity Dispersion Curves in Shallow Water Christopher Liner*, University of Houston; Lee Bell and Richard Verm, Geokinetics Summary Geometric dispersion is commonly observed in

More information

Intermediate and Advanced Labs PHY3802L/PHY4822L

Intermediate and Advanced Labs PHY3802L/PHY4822L Intermediate and Advanced Labs PHY3802L/PHY4822L Torsional Oscillator and Torque Magnetometry Lab manual and related literature The torsional oscillator and torque magnetometry 1. Purpose Study the torsional

More information