Research of Ring MEMS Rate Integrating Gyroscopes
|
|
- Teresa O’Connor’
- 6 years ago
- Views:
Transcription
1 World Academ of Science, Engineering and Technolog Vol:7, No:4, 013 Reearch of Ring MEMS Rate Integrating Grocope Hui Liu, and Haiang Quan International Science Inde, Electronic and Communication Engineering Vol:7, No:4, 013 waet.org/publication/14443 Abtract Thi paper To get the angle value with a MEMS rate grocope in ome pecific field, the uual method i to make an integral operation to the rate output, which will lead the error cumulating effect. So the rate gro i not uitable. MEMS rate integrating grocope (MRIG will olve thi problem. A DSP tem ha been developed to implement the control arithmetic. The tem can meaure the angle of rotation directl b the control loop that make the enor work in whole-angle mode. Modeling the tem with MATLAB, deirable reult of angle output are got, which prove the feaibilit of the control arithmetic. Keword Rate grocope, Rate integrating grocope, Whole angle mode, MATLAB modeling, DSP control. I. INTRODUCTION EMS vibrator grocope have received increaed Mattention from automotive and conumer electronic indutrie in the pat decade. However, mot commercial MEMS grocope are angular rate meauring enor emploing energ tranfer between the drive and the ene mode. Thee kind of grocope have obviou advantage in bulk, weight and power and the often have lower price while the performance i eligible. MEMS vibrator grocope can be claified into two broad tpe, rate grocope, meauring rotating rate of the tem and rate integrating grocope, meauring the abolute angle of rotation [1]. All the vibrator grocope are baed on Corioli effect, that eploit energ tranfer between the vibration mode. There are man kind of phical tructure of grocope enor, one of which i the ring enor, hown in Fig. 1. The iotrop tructure of the ring enor [], [3] can effectivel weaken the coupling between different mode, o the matching i much eaier. The inherent reonant frequenc i uuall more than 10k Hz, which make the rigidit more than ten time better comparing with other tructure. A a reult, thi kind of grocope will uffer le effect like temperature, acceleration, vibrator, impact and man other effect from environment. Fig. 1 Two mode of a ring rate grocope Almot all the MEMS vibrator grocope are rate grocope o far. Benefiting from the fact that the control arithmetic of thee grocope are imple relativel, and can get the rotating rate, the are being tudied and applied diffuel. Mot MEMS rate grocope have the performance of rate grade, but onl a few lab can reach tactic grade or higher. However, under ome pecific application, like high dnamic environment, range and cale factor are the mot two important parameter. The two parameter are retricted for rate grocope. Man factor like electrode ize and pacing, firt mode amplitude, ring voltage and driving voltage limit the range, and gain of LNA and front end analog circuit, AD tranfer reference voltage will lead to an error in cale factor. V k Y 4k V d C out SF = = = Ω Y c AV 4 n ref n AGC f 1β ( ε HT All of the imperfection are detructive in high dnamic environment. In actual application when the angle information i needed, the uual method i to make an integral operation to the rate output, which will lead the error cumulating effect. A i hown in Fig., Bia Drift, ARW, and the tabilit of SF will be integrated to angle output, and cumulate the error. (1 Hui Liu i with the Beijing Microelectronic Technolog Intitute, P.R. China, (phone: ; fa: ; wukongl@gmail.com. Haiang Quan i with the Beijing Microelectronic Technolog Intitute, P.R. China. Fig. Error cumulating in integrating International Scholarl and Scientific Reearch & Innovation 7( cholar.waet.org/ /14443
2 World Academ of Science, Engineering and Technolog Vol:7, No:4, 013 International Science Inde, Electronic and Communication Engineering Vol:7, No:4, 013 waet.org/publication/14443 MEMS Rate Integrating Grocope (MRIG [4], [5] will olve thee program. Thi kind of grocope can directl meaure the rotating angle of an object, without producing error from both circuit and mechanical tructure after integration. MRIG have ver high preciion of angle gain factor, that promie wonderful performance of cale factor (<1ppm, and their characteritic of freel preceion make their range unlimited. All the advantage provide ver epanive application for MRIG. II. PRINCIPLES All MRIG can be implified to a -dof ma-pring tem, in which there are two principal direction (normal mode ae along which the tem' natural frequencie are lightl different (hown in Fig. 3 (a. One of the main error ource in vibrator grocope arie from the mimatch in natural frequencie of the two vibration mode utilized. The anali of the tem can be applied to all MRIG. (a (b Fig. 3 -dof vibrating model A. Equation of Motion of Generalized Vibrator Gro The model above-mentioned i a ma vibrating in - plane retricted b aimmetric linear pring. In the rotating frame, the - plane i rotating about the z ai with angular velocit Ω, a i hown in Fig. 3 (b. From Newton econd law F = ma = mr, we can get the equation of motion are F m F m = Ω Ω ( Ω = f = Ω Ω ( Ω = f 1 Equation ( contain Corioli Effect, angle acceleration term and centrifugal force term. The component r and f along the - and the '-' ai et are related b the orthogonal tranformation equation (3 = coθ inθ = coθ inθ ( (3 Then we can write the equation of motion in term of - component in the form [6]. 1 1 Ω Ω ( Ω ( coθ in θ = f 1 1 Ω Ω ( Ω ( coθ in θ = f In order to make the equation more intact, angle gain factor k and acceleration factor k are introduced. If we include linear damping with principal-ai time contant 1, the generic equation are 1 k( Ω Ω Δ ( ( coθ in θ k Ω Δ = f ( ( coθ in θ 1 k( Ω Ω Δ( ( coθ in θ k Ω Δ = f ( ( coθ in θ In whichθ i the azimuth of the 1 principal ai ( θ i the azimuth of the principal ai, and (6 are the approimate condition 1 = 1 Δ = = Δ = 1 We call the equation (5 the equation of motion of the Generic Vibrator Grocope [7], [8]. B. Simplifing Model for MRIG All table and figure ou inert in our document are onl to help ou gauge the ize of our paper, for the convenience of the referee, and to make it ea for ou to ditribute preprint. To implement a MRIG, the -dof freel vibrating tem hould approach the ideal condition. Conequentl, we can implif the model when olving the equation above. Auming that the two normal-mode frequencie are identical, and there i no damping, no rate input, no eternal forcing, the equation (5 reduce to = = 0 0 (4 (5 (6 (7 International Scholarl and Scientific Reearch & Innovation 7( cholar.waet.org/ /14443
3 World Academ of Science, Engineering and Technolog Vol:7, No:4, 013 The mot general olution to equation (7 can be written in the form. = acoθ co( t φ qinθin( t φ = ainθ co( t φ qcoθin( t φ (8 International Science Inde, Electronic and Communication Engineering Vol:7, No:4, 013 waet.org/publication/14443 Equation (8 repreent a fact that the trajector of an ideal -dof tem i a tationar elliptical orbit decribed b four parameter aqθ,,, φ, hown in Fig. 4. Fig. 4 Equivalent elliptical orbit When there i no damping and eternal forcing, the orbit of the ideal -dof tem will keep it intrinic hape and prece accordingl following the rotating frame. In a fied period of time, the azimuth of thi orbit relative to the tem above i proportional to the azimuth to inertial frame with a coefficient k. In non ideal environment, the parameter aqθ,,, φ will be varing along with time becaue of frequenc gap, damping and eternal forcing etc. However, for an actual MRIG, thi kind of varing i low on a time cale whoe unit i π /. The anale above provide appropriate baic principle for the Implementation of MRIG. III. CONTROL SCHEME The baic control problem to MRIG are to maintain the amplitude a to a precribed value and to null the quadrature amplitude q. However, in the enor of ring tructure, the vibration i in the form of tanding wave, which i preceing along with the inertial frame (Fig. 5 rather than fied on the driving electrode in rate grocope. A a reult, the control cheme of MRIG i rather different. a Fig. 5 The preceing of a ring enor MRIG Demodulating the ignal of the two normal-mode ae, we can get four pickoff demodulated quantitie c c, which are the baic of all the following ignal proceing work. The relationhip of tranforming between orbit parameter aqθ,,, φ and c c, i different in different working pattern. For whole angle mode, there are a q = c c a q= c c ( cc θ = 1/arctan c c ( c c φ φ = 1/arcin 4( cc ( c c b The equation above are the baic principle for ignal proceing part of control tem. From (9 we know that three cloed loop can tabilize the whole tem. Model the tem [9] uing MATLAB, the block diagram i hown in Fig. 6. Fig. 6 modeling of MRIG with imulink The everal main part of the tem i the enor module, demodulation module, angle calculation module, control module and drive module. Simulating the tem, we get the reult of the important module, which are hown in Fig. 7. (9 International Scholarl and Scientific Reearch & Innovation 7( cholar.waet.org/ /14443
4 World Academ of Science, Engineering and Technolog Vol:7, No:4, 013 the function of the tranformation block i to tranform the demodulation quantitie c c, to the error variable of the controller. 9 9 φ φ (a The AGC model θ θ 9 9 International Science Inde, Electronic and Communication Engineering Vol:7, No:4, 013 waet.org/publication/14443 (b The PID model for tracing (c The angle meauring model Fig. 7 imulation reult with MATLAB The reult indicate that, the control algorithm above can implement the angle meauring function, and make the enor work a rate integrating grocope. IV. CONTROL SYSTEM BASED ON DSP The main work of the ignal proceing part i to accomplih the feedback loop, filter and other compenating arithmetic. Parameter etraction i a proper method to the drive loop. Here we introduce a concept, tatic energ, denoted b E ( E a q =, which i one of the invariant under a tranformation correponding to a rotation pickoff ai et about the z ai. B uing tatic energ E a the error variable of PID controller, we can effectivel olve the problem how to maintain the vibration amplitude when the tand wave i preceing. The whole tem [10] i decribed in Fig. 8. Firt the ening ignal are proceed in DSP from the enor via ADC, and then the driving ignal created b cloed loop are ent back to the driving electrode after digital proceing via DAC. In Fig. 6, Fig. 8 Whole control cheme of MRIG V. HARDWARE CONNECTION The control configuration can be divided into three part. The are analog interface, ignal pretreatment circuit and digital proceing module. The analog interface comprie four LNA and C-V convertor, which tranform the ignal to voltage from capacitance. The ignal pretreatment circuit include amplifier, filter, A/D convertor and D/A convertor chip, and the function i to ene the weak voltage and tranform them to digital ignal. The whole digital proceing module i accomplihed b DSP chip, implementing all the feedback loop and other compenating arithmetic. The tructure frame i hown in Fig. 9. Fig. 9 Hardware platform of MRIG The ignal generation and repone ignal ampling were baed on a codec IC AD1939, which ha 8 channel ADC of 4 bit reolution and 19 khz ampling rate. B emploing an internal digital recontruction filter and an etended ine wave lookup table, the tem can create 4 channel of high qualit ine wave up to 70 khz with a frequenc reolution of 0.01 Hz. Data tranfer between the codec and DSP, and relevant demodulation and control calculation wa interrupt driven with ample baed proceing at a frequenc of 19 khz. The DSP board ha a ver high peed core of ADSP-1469, with intruction eecution time of 0. n. Emploing a hardware circular buffer, addreing all the calculation for ignal International Scholarl and Scientific Reearch & Innovation 7( cholar.waet.org/ /14443
5 World Academ of Science, Engineering and Technolog Vol:7, No:4, 013 generation and meaurement uch a demodulation and low pa filtering can be completed within 5u. International Science Inde, Electronic and Communication Engineering Vol:7, No:4, 013 waet.org/publication/14443 REFERENCES [1] A. M. Shelk, Tpe I and tpe II Micromachined Vibrator Grocope. [] Michael William Putt, A Micro Machined Vibrating Ring Grocope. [3] E. J. Loper and D. Lnch, Vibrator Rotation Senor, Aug. 8, 1990, U.S. Patent 4,951,508. [4] I. P. Prikhodko, S. A. Zotov, A. A. Truov, A. M. Shkel, Foucault pendulum on a chip: Rate integrating ilicon MEMS grocope, Senor and Actuator A 177 ( [5] J. Cho, J. A. Gregor and K. Najafi, Single-Crtal-Silicon Vibrator Clinderical Rate Integrating Grocope (CING, Tranducer 11, Beijing, China, June 5-9, 011. [6] B. J. Gallacher, Principle of a Micro-Rate Integrating Ring Grocope, IEEE Tranaction on aeropace and electronic tem VOL. 48, NO. 1 Januar 01. [7] D.D. Lnch, Vibrator grocope anali b the method of averaging, nd St. Peterburg Int. Conf. on Grocopic Technolog and Navigation, St. Peterburg, Ruia, [8] Z. X. Hu, B. J. Gallacher, J. S. Burde, C. P. Fell, K. Townend, A Parametricall amplified MEMS rate grocope, Senor and Actuator A 167 ( [9] C. Painter and A. Shkel, Eperimental evaluation of a control tem for an abolute angle meauring micromachined grocope, 4th IEEE Conference on Senor, Oct. 31-Nov. 03, 005. [10] J. A. Gregor, J. Cho, K. Najafi, MEMS rate and rate-integrating grocope control with commercial oftware defined radio hardware, IEEE Tranducer 011, Beijing, China, 011. International Scholarl and Scientific Reearch & Innovation 7( cholar.waet.org/ /14443
MEMS-FABRICATED GYROSCOPES WITH FEEDBACK COMPENSATION
MEMS-FABRICATED GYROSCOPES WITH FEEDBACK COMPENSATION Yonghwa Park*, Sangjun Park*, Byung-doo choi*, Hyoungho Ko*, Taeyong Song*, Geunwon Lim*, Kwangho Yoo*, **, Sangmin Lee*, Sang Chul Lee*, **, Ahra
More informationAN ELECTROMECHANICAL SIGMA-DELTA MODULATOR FOR MEMS GYROSCOPE. Byung Su Chang*, Jang Gyu Lee*, Taesam Kang **, and Woon-Tahk Sung*
AN ELECTROECHANICAL SIGA-DELTA ODULATOR FOR ES GYROSCOPE Bung Su Chang*, Jang Gu Lee*, Taeam Kang **, and Woon-Tahk Sung* * School of Electrical Engineering and Computer Science, Seoul National Univerit,
More informationActive vibration isolation for a 6 degree of freedom scale model of a high precision machine
Active vibration iolation for a 6 degree of freedom cale model of a high preciion machine W.B.A. Boomma Supervior Report nr : Prof. Dr. Ir. M. Steinbuch : DCT 8. Eindhoven Univerity of Technology Department
More informationFrequency Calibration of A/D Converter in Software GPS Receivers
Frequency Calibration of A/D Converter in Software GPS Receiver L. L. Liou, D. M. Lin, J. B. Tui J. Schamu Senor Directorate Air Force Reearch Laboratory Abtract--- Thi paper preent a oftware-baed method
More informationMassachusetts Institute of Technology Haystack Observatory WESTFORD, MASSACHUSETTS DATE 07/15/2009
BBD Memo #033 Maachuett Intitute of Technolog Hatack Obervator WESTFORD, MASSACHUSETTS 0886 DATE 07/5/2009 To: Broadband Development Group From: C. J. Beaudoin Subject: Holographic Proceing and Conideration
More informationBasic Study of Radial Distributions of Electromagnetic Vibration and Noise in Three-Phase Squirrel-Cage Induction Motor under Load Conditions
http://dx.doi.org/0.42/jicem.203.2.2.54 54 Journal of International Conference on Electrical Machine and Sytem Vol. 2, No. 2, pp. 54 ~58, 203 Baic Study of Radial Ditribution of Electromagnetic Vibration
More informationChapter Introduction
Chapter-6 Performance Analyi of Cuk Converter uing Optimal Controller 6.1 Introduction In thi chapter two control trategie Proportional Integral controller and Linear Quadratic Regulator for a non-iolated
More informationREAL-TIME IMPLEMENTATION OF A NEURO-AVR FOR SYNCHRONOUS GENERATOR. M. M. Salem** A. M. Zaki** O. P. Malik*
Copyright 2002 IFAC 5th Triennial World Congre, Barcelona, Spain REAL-TIME IMPLEMENTATION OF A NEURO- FOR SYNCHRONOUS GENERATOR M. M. Salem** A. M. Zaki** O. P. Malik* *The Univerity of Calgary, Canada
More informationLab 7 Rev. 2 Open Lab Due COB Friday April 27, 2018
EE314 Sytem Spring Semeter 2018 College of Engineering Prof. C.R. Tolle South Dakota School of Mine & Technology Lab 7 Rev. 2 Open Lab Due COB Friday April 27, 2018 In a prior lab, we et up the baic hardware
More informationThe Low-frequency Compensation of the Vibration Sensor s Amplitude-frequency Characteristics
Senor & Tranducer, Vol. 8, Iue, October 4, pp. -7 Senor & Tranducer 4 by IFSA Publihing, S. L. http://www.enorportal.com The Low-frequency Compenation of the Vibration Senor Amplitude-frequency Characteritic
More informationResearch on Control Technology of Permanent Magnet Synchronous Motor Based on Iterative Algorithm Liu Yangyang 1c, Yang Guang 2b, Zou Qi 1c,
3rd International Conference on Mechanical Engineering and Intelligent Sytem (ICMEIS 2015) Reearch on Control Technology of Permanent Magnet Synchronou Motor Baed on Iterative Algorithm Liu Yangyang 1c,
More informationProduced in cooperation with. Revision: May 26, Overview
Lab Aignment 6: Tranfer Function Analyi Reviion: May 6, 007 Produced in cooperation with www.digilentinc.com Overview In thi lab, we will employ tranfer function to determine the frequency repone and tranient
More informationCHAPTER 2 WOUND ROTOR INDUCTION MOTOR WITH PID CONTROLLER
16 CHAPTER 2 WOUND ROTOR INDUCTION MOTOR WITH PID CONTROLLER 2.1 INTRODUCTION Indutrial application have created a greater demand for the accurate dynamic control of motor. The control of DC machine are
More informationSIMULINK for Process Control
SIMULINK for Proce Control Simulink for Control MATLAB, which tand for MATrix LABoratory, i a technical computing environment for high-performance numeric computation and viualization. SIMULINK i a part
More informationComparative Study of PLL, DDS and DDS-based PLL Synthesis Techniques for Communication System
International Journal of Electronic Engineering, 2(1), 2010, pp. 35-40 Comparative Study of PLL, DDS and DDS-baed PLL Synthei Technique for Communication Sytem Govind Singh Patel 1 & Sanjay Sharma 2 1
More informationAnalysis. Control of a dierential-wheeled robot. Part I. 1 Dierential Wheeled Robots. Ond ej Stan k
Control of a dierential-wheeled robot Ond ej Stan k 2013-07-17 www.otan.cz SRH Hochchule Heidelberg, Mater IT, Advanced Control Engineering project Abtract Thi project for the Advanced Control Engineering
More informationPhase-Locked Loops (PLL)
Phae-Locked Loop (PLL) Recommended Text: Gray, P.R. & Meyer. R.G., Analyi and Deign of Analog Integrated Circuit (3 rd Edition), Wiley (992) pp. 68-698 Introduction The phae-locked loop concept wa firt
More informationResonant amplifier L A B O R A T O R Y O F L I N E A R C I R C U I T S. Marek Wójcikowski English version prepared by Wiesław Kordalski
A B O R A T O R Y O F I N E A R I R U I T S Reonant amplifier 3 Marek Wójcikowki Englih verion prepared by Wieław Kordalki. Introduction Thi lab allow you to explore the baic characteritic of the reonant
More informationDESIGN OF SECOND ORDER SIGMA-DELTA MODULATOR FOR AUDIO APPLICATIONS
DESIGN OF SECOND ORDER SIGMA-DELTA MODULATOR FOR AUDIO APPLICATIONS 1 DHANABAL R, 2 BHARATHI V, 3 NAAMATHEERTHAM R SAMHITHA, 4 G.SRI CHANDRAKIRAN, 5 SAI PRAMOD KOLLI 1 Aitant Profeor (Senior Grade), VLSI
More informationResearch on Direct Torque Control of Induction Motor Based on TMS320LF2407A
Available online at www.ciencedirect.com Phyic Procedia 5 ( ) 53 59 International Conference on Solid State Device and Material Science Reearch on Direct Torque Control of Induction Motor Baed on TMS3LF47A
More informationHIGH VOLTAGE DC-DC CONVERTER USING A SERIES STACKED TOPOLOGY
HIGH VOLTAGE DC-DC CONVERTER USING A SERIES STACKED TOPOLOGY Author: P.D. van Rhyn, Co Author: Prof. H. du T. Mouton Power Electronic Group (PEG) Univerity of the Stellenboch Tel / Fax: 21 88-322 e-mail:
More informationA moving sound source localization method based on TDOA
A moving ound ource localization method baed on TDOA Feng MIAO; Diange YANG ; Ruia WANG; Junie WEN; Ziteng WANG; Xiaomin LIAN Tinghua Univerity, China ABSTRACT The Time Difference of Arrival (TDOA) method
More informationThe industry s Lowest Noise 10 V/G Seismic IEPE Accelerometer
The indutry Lowet Noie 10 V/G Seimic IEPE Accelerometer Felix A. Levinzon Endevco/Meggitt Corp. 30700 Rancho Viejo Road San Juan Capitrano, CA 9675 Robert D. Drullinger Lambda Tech LLC 998 Saratoga CT,
More informationMAX3610 Synthesizer-Based Crystal Oscillator Enables Low-Cost, High-Performance Clock Sources
Deign Note: HFDN-31.0 Rev.1; 04/08 MAX3610 Syntheizer-Baed Crytal Ocillator Enable Low-Cot, High-Performance Clock Source MAX3610 Syntheizer-Baed Crytal Ocillator Enable Low-Cot, High-Performance Clock
More informationImproving the Regulatory Response of PID Controller Using Internal Model Control Principles
International Journal of Control Science and Engineering 9, 9(): 9-4 DOI:.59/j.control.99. Improving the Regulatory Repone of PID Controller Uing Internal Model Control Principle Arun R. Pathiran Dept.
More informationControl of Electromechanical Systems using Sliding Mode Techniques
Proceeding of the 44th IEEE Conference on Deciion and Control, and the European Control Conference 25 Seville, Spain, December 2-5, 25 MoC7. Control of Electromechanical Sytem uing Sliding Mode Technique
More informationRobust Control of an Active Suspension System Using H 2 & H Control Methods. Fatemeh Jamshidi 1, Afshin Shaabany 1
Journal of American Science, 11;(5) Robut Control of an Active Supenion Sytem Uing H & H Control Method Fatemeh Jamhidi 1, Afhin Shaabany 1 1 Ilamic Azad Univerity, Far Science and Reearch Branch, Shiraz,
More informationA Simple DSP Laboratory Project for Teaching Real-Time Signal Sampling Rate Conversions
A Simple DSP Laboratory Project for Teaching Real-Time Signal Sampling Rate Converion by Li Tan, Ph.D. lizhetan@pnc.edu Department of ECET Purdue Univerity North Central Wetville, Indiana Jean Jiang, Ph.D.
More informationDesign, Realization, and Analysis of PIFA for an RFID Mini-Reader
Deign, Realization, and Analyi of PIFA for an RFID Mini-Reader SUNG-FEI YANG ; TROY-CHI CHIU ; CHIN-CHUNG NIEN Indutrial Technology Reearch Intitute (ITRI) Rm. 5, Bldg. 5, 95, Sec., Chung Hing Rd., Chutung,
More informationV is sensitive only to the difference between the input currents,
PHYSICS 56 Experiment : IC OP-Amp and Negative Feedback In thi experiment you will meaure the propertie of an IC op-amp, compare the open-loop and cloed-loop gain, oberve deterioration of performance when
More informationTechniques for Implementing a Model Simulated on a Physical Drive Vector Control
3 rd International Sympoium on Electrical Engineering and Energy er September 24-25, 2009, Suceava Technique for Implementing a Model Simulated on a Phyical Drive Vector Control Ciprian AFANASOV "Stefan
More informationA Feasibility Study on Frequency Domain ADC for Impulse-UWB Receivers
A Feaibility Study on Frequency Domain ADC for Impule-UWB Receiver Rajeh hirugnanam and Dong Sam Ha VV (Virginia ech VLSI for elecommunication Lab Department of Electrical and Computer Engineering Virginia
More informationTime-Domain Coupling to a Device on Printed Circuit Board Inside a Cavity. Chatrpol Lertsirimit, David R. Jackson and Donald R.
Time-Domain Coupling to a Device on Printed Circuit Board Inide a Cavity Chatrpol Lertirimit, David R. Jackon and Donald R. Wilton Applied Electromagnetic Laboratory Department of Electrical Engineering,
More informationEEEE 480 Analog Electronics
EEEE 480 Analog Electronic Lab #1: Diode Characteritic and Rectifier Circuit Overview The objective of thi lab are: (1) to extract diode model parameter by meaurement of the diode current v. voltage characteritic;
More informationOptimal Control for Single-Phase Brushless DC Motor with Hall Sensor
Reearch Journal of Applied Science, Engineering and Technology 5(4): 87-92, 23 ISSN: 24-7459; e-issn: 24-7467 Maxwell Scientific Organization, 23 Submitted: June 22, 22 Accepted: Augut 7, 22 Publihed:
More informationDesign of Centralized PID Controllers for TITO Processes*
6th International Sympoium on Advanced Control of Indutrial Procee (AdCONIP) May 8-3, 07. Taipei, Taiwan Deign of Centralized PID Controller for TITO Procee* Byeong Eon Park, Su Whan Sung, In-Beum Lee
More informationComparison Study in Various Controllers in Single-Phase Inverters
Proceeding of 2010 IEEE Student Conference on Reearch and Development (SCOReD 2010), 13-14 Dec 2010, Putrajaya, Malayia Comparion Study in ariou Controller in Single-Phae Inverter Shamul Aizam Zulkifli
More informationDesign Calculation and Performance Testing of Heating Coil in Induction Surface Hardening Machine
Vol:, No:6, 008 Deign Calculation and Performance Teting of Heating Coil in Induction Surface Hardening Machine Soe Sandar Aung, Han Phyo Wai, and Nyein Nyein Soe International Science Index, Energy and
More informationPower Electronics Laboratory. THE UNIVERSITY OF NEW SOUTH WALES School of Electrical Engineering & Telecommunications
.0 Objective THE UNIVERSITY OF NEW SOUTH WALES School of Electrical Engineering & Telecommunication ELEC464 Experiment : C-C Step-own (Buck) Converter Thi experiment introduce you to a C-C tep-down (buck)
More informationGemini. The errors from the servo system are considered as the superposition of three things:
Gemini Mount Control Sytem Report Prediction Of Servo Error Uing Simulink Model Gemini 9 July 1996 MCSJDW (Iue 3) - Decribe the proce of etimating the performance of the main axi ervo uing the non-linear
More informationDVCC Based K.H.N. Biquadratic Analog Filter with Digitally Controlled Variations
American Journal of Electrical and Electronic Engineering, 2014, Vol. 2, No. 6, 159-164 Available online at http://pub.ciepub.com/ajeee/2/6/1 Science and Education Publihing DO:10.12691/ajeee-2-6-1 DVCC
More informationForce rebalance control for a MEMS gyroscope using ascending frequency drive and generalized PI control
MATEC Web of Conference 63, 53 (16) DOI: 1.151/ matecconf/166353 MMME 16 Force rebalance control for a MEMS gyrocope uing acending frequency drive and generalized PI control Chun-Hua HE 1,, Qin-Wen HUANG,
More informationEELE Lecture 11 Filter example, Bandwidth definitions and BPSK example
EELE445-14 Lecture 11 Filter example, Bandwidth definition and BPSK example Example: White noie through filter 0 S n (f) RC LPF fc = 10 MHz Find S n (f) in Watt/Hz The equivalent noie bandwidth of the
More informationA Flyback Converter Fed Multilevel Inverter for AC Drives
2016 IJRET olume 2 Iue 4 Print IN: 2395-1990 Online IN : 2394-4099 Themed ection: Engineering and Technology A Flyback Converter Fed Multilevel Inverter for AC Drive ABTRACT Teenu Joe*, reepriya R EEE
More informationSelf-Programmable PID Compensator for Digitally Controlled SMPS
6 IEEE COMPEL Workhop, Renelaer Polytechnic Intitute, Troy, NY, USA, July 16-19, 6 Self-Programmable PID Compenator for Digitally Controlled SMPS Zhenyu Zhao and Alekandar Prodi Univerity of Toronto Toronto,
More informationReview of D-STATCOM for Stability Analysis
IOSR Journal of Electrical and Electronic Engineering (IOSRJEEE) ISSN : 78-676 Volume, Iue (May-June 0), PP 0-09 Review of D-STATCOM for Stability Analyi Pradeep Kumar, Niranjan Kumar & A.K.Akella 3 3
More informationInfluence of Sea Surface Roughness on the Electromagnetic Wave Propagation in the Duct Environment
RADIOENGINEERING, VOL. 19, NO. 4, DECEMBER 1 61 Influence of Sea Surface Roughne on the Electromagnetic Wave Propagation in the Duct Environment Xiaofeng ZHAO, Sixun HUANG Intitute of Meteorology, PLA
More informationA COMPARISON OF METHODS FOR EVALUATING THE TEST ZONE PERFORMANCE OF ANECHOIC CHAMBERS DESIGNED FOR TESTING WIRELESS DEVICES
A COMPARISON OF METHODS FOR EVALUATING THE TEST ZONE PERFORMANCE OF ANECHOIC CHAMBERS DESIGNED FOR TESTING WIRELESS DEVICES Jame D. Huff John C. Mantovani Carl W. Sirle The Howland Company, Inc. 4540 Atwater
More informationA Design of Sine-wave Oscillator Based on an Improved OP-amp Differentiator Zinan Zhou
6th International onference on Mechatronic Material Biotechnology and Environment (IMMBE 6) A Deign of Sine-wave Ocillator Baed on an Imroved OP-am Differentiator Zinan Zhou Deartment of Jiangu Union echnical
More informationSIMULATION OF TWO CONTINUOUS DTC SCHEMES FOR THE INDUCTION MOTOR
SIMULATION OF TWO CONTINUOUS DTC SCHEMES FOR THE INDUCTION MOTOR Sergiu Ivanov Faculty of Engineering in Electromechanic, Environment and Indutrial Informatic Univerity of Craiova RO-200440, Craiova, Romania
More informationPrevious lecture. Lecture 5 Control of DVD reader. TheDVD-reader tracking problem. Can you see the laser spot?
Lecture 5 Control of DVD reader Previou lecture Focu control Radial control (Track following) Lecture 4: Specification in frequency domain Loop haping deign Problem formulation Modeling Specification Focu
More informationDesign and Performance Comparison of PI and PID Controllers For Half Bridge DC-DC Converter
International Journal of Advanced Reearch in Electrical and Electronic Engineering Volume: 2 Iue: 1 08-Mar-2014,ISSN_NO: 2321-4775 Deign and Performance Comparion of PI and PID Controller For Half Bridge
More informationLCR Meters. option. option. Measurement. signal level. Measurement. Accessories
1MHz to 00MHz Frequency at High Speed with Superior Repeatability IMPEDANCE ANALYZER IM7580 mode parameter 1 MHz to 00 MHz teting ource frequency Fatet tet peed of 0.5 mec ±0.72% rdg. baic accuracy Compact,
More informationELEC353 Practice Problem Set #6
EEC353 Practice Problem Set #6. The value of load impedance mut be found by meaurement, at 200 MHz. An engineer meaure the tanding-wave pattern a hown in the figure above. The figure how the amplitude
More informationActive Harmonic Elimination in Multilevel Converters Using FPGA Control
Active Harmonic Elimination in Multilevel Converter Uing FPGA Control Zhong Du, Leon M. Tolbert, John N. Chiaon Electrical and Computer Engineering The Univerity of Tenneee Knoxville, TN 7996- E-mail:
More information/09/$ IEEE 472
Bai Puruit for Robut Paive Acoutic Beamforming Ben Shapo and Chri Kreucher Integrity Application Incorporated 900 Victor Way, Suite 220 Ann Arbor, MI 48108 bhapo@integrity-app.com, ckreuche@umich.edu Abtract
More informationDigital Control of DC DC Buck Converter
Digital ontrol of D D uck onverter Smruthi M Krihnan Department of Electrical and Electronic Engineering R V ollege of Engineering, angalore, Karnataka, India Prof. Vaudeva anninthaa K ociate Profeor,
More informationMM6 PID Controllers. Readings: Section 4.2 (the classical three-term controllers, p except subsection 4.2.5); Extra reading materials
MM6 PID Controller Reading: Section 4.2 the claical three-term controller, p.179-196 except ubection 4.2.5; Extra reading material 9/9/2011 Claical Control 1 What have we talked in MM5? Stability analyi
More informationInstantaneous Cycle-Slip Detection and Repair of GPS Data Based on Doppler Measurement
Intantaneou Cycle-Slip Detection and Repair of GPS Data Baed on Doppler Meaurement Zhoufeng Ren, Liyan Li, Jie Zhong, and Minjian Zhao Abtract In GPS receiver, carrier phae meaurement can be ued to improve
More informationSensor Module for Mobile Robot
American Journal of Mechanical Engineering, 2013, Vol. 1, No. 7, 378383 Available online at http://pub.ciepub.com/ajme/1/7/45 Science and Education Publihing DOI:10.12691/ajme1745 Senor Module for Mobile
More informationTypical wireless DSP system. Lecture 2 Data Conversion. Typical hard disk DSP system. Typical PCM voiceband DSP system.
Lecture Data Converion Typical wirele DSP ytem Objective: Review ignal converion in context of DSP ytem Important iue relating to ignal converion including: Sampling and aliaing Signal to quantization
More informationComm 502: Communication Theory. Lecture 5. Intersymbol Interference FDM TDM
Lecture 5 Interymbol Interference FDM TDM 1 Time Limited Waveform Time-Limited Signal = Frequency Unlimited Spectrum Square Pule i a Time-Limited Signal Fourier Tranform 0 T S -3/T S -2/T S -1/T S 0 1/T
More informationCooling Fan Bearing Fault Identification Using Vibration Measurement
Cooling Fan Bearing Fault Identification Uing Vibration Meaurement Qiang Miao * School of Mechanical, Electronic and Indutrial Engineering Univerity of Electronic Science and Technology of China Chengdu,
More informationDesign Calculation and Performance Testing of Heating Coil in Induction Surface Hardening Machine
Deign Calculation and Performance Teting of Heating Coil in Induction Surface Hardening Machine Soe Sandar Aung, Han Phyo Wai, and Nyein Nyein Soe Abtract The induction hardening machine are utilized in
More informationA SIMPLE HARMONIC COMPENSATION METHOD FOR NONLINEAR LOADS USING HYSTERESIS CONTROL TECHNIQUE
A IMPLE HARMONIC COMPENATION METHOD FOR NONLINEAR LOAD UING HYTEREI CONTROL TECHNIQUE Kemal KETANE kemalketane@gazi.edu.tr İre İKENDER irei@gazi.edu.tr Gazi Univerity Engineering and Architecture Faculty
More informationAC : TEACHING DIGITAL FILTER IMPLEMENTATIONS US- ING THE 68HC12 MICROCONTROLLER
AC 2011-549: TEACHING DIGITAL FILTER IMPLEMENTATIONS US- ING THE 68HC12 MICROCONTROLLER Li Tan, Purdue Univerity North Central DR. LI TAN i currently with the College of Engineering and Technology at Purdue
More informationDigital controller design based on APF s vector resonance control Gui Hongming1,a, Du Xiaoran1,a, Xi Ziqiang2,a
6th International Conference on Mechatronic, Material, Biotechnology and Environment (ICMMBE 06) Digital controller deign baed on APF vector reonance control Gui Hongming,a, Du Xiaoran,a, Xi Ziqiang,a
More informationECE451/551 Matlab and Simulink Controller Design Project
ECE451/551 Matlab and Simulink Controller Deign Project Aim: Ue Matlab and Simulink to build and imulate variou control configuration a dicued in the Modern Control ection (chapter 18-23) in the intructor
More informationUNIVERSITY OF SASKATCHEWAN EE456: Digital Communications FINAL EXAM, 9:00AM 12:00PM, December 9, 2010 (open-book) Examiner: Ha H.
Name: Page 1 UNIVERSIY OF SASKACHEWAN EE456: Digital Communication FINAL EXAM, 9:00AM 1:00PM, December 9, 010 (open-book) Examiner: Ha H. Nguyen Permitted Material: Only textbook and calculator here are
More informationAN EVALUATION OF DIGILTAL ANTI-ALIASING FILTER FOR SPACE TELEMETRY SYSTEMS
AN EVALUATION OF DIGILTAL ANTI-ALIASING FILTER FOR SPACE TELEMETRY SYSTEMS Alion de Oliveira Morae (1), Joé Antonio Azevedo Duarte (1), Sergio Fugivara (1) (1) Comando-Geral de Tecnologia Aeroepacial,
More informationA Multi-Machine Power System Stabilizer Using Fuzzy Logic Controller
A Multi-Machine Power Sytem Stabilizer Uing Fuzzy Logic Controller Dr. A. Taifour Ali, 2 Dr. Eia Bahier M Tayeb, 3 M. Kawthar A. Adam,2 College of Engineering; Sudan Univerity of Science & Technology;
More informationFlux estimation algorithms for electric drives: a comparative study
Flux etimation algorithm for electric drive: a comparative tudy Mohamad Koteich To cite thi verion: Mohamad Koteich. Flux etimation algorithm for electric drive: a comparative tudy. International Conference
More informationTasks of Power Electronics
Power Electronic Sytem Power electronic refer to control and converion of electrical power by power emiconductor device wherein thee device operate a witche. Advent of ilicon-controlled rectifier, abbreviated
More informationControl Method for DC-DC Boost Converter Based on Inductor Current
From the electedwork of nnovative Reearch Publication RP ndia Winter November 1, 15 Control Method for C-C Boot Converter Baed on nductor Current an Bao Chau Available at: http://work.bepre.com/irpindia/46/
More informationThe Cascode and Cascaded Techniques LNA at 5.8GHz Using T-Matching Network for WiMAX Applications
International Journal of Computer Theory and Engineering, Vol. 4, No. 1, February 01 The Cacode and Cacaded Technique LNA at 5.8Hz Uing T-Matching Network for WiMAX Application Abu Bakar Ibrahim, Abdul
More informationMechatronics Laboratory Assignment 5 Motor Control and Straight-Line Robot Driving
Mechatronic Laboratory Aignment 5 Motor Control and Straight-Line Robot Driving Recommended Due Date: By your lab time the week of March 5 th Poible Point: If checked off before your lab time the week
More informationA Faster and Accurate Method for Spectral Testing Applicable to Noncoherent Data
A Fater and Accurate ethod for Spectral Teting Applicable to Noncoherent Data inhun Wu 1,2, Degang Chen 2, Guican Chen 1 1 School of Electronic and Information Engineering Xi an Jiaotong Univerity, Xi
More informationRESEARCH ON NEAR FIELD PASSIVE LOCALIZATION BASED ON PHASE MEASUREMENT TECHNOLOGY BY TWO TIMES FREQUENCY DIFFERENCE
RESEARCH ON NEAR FIED PASSIVE OCAIZATION BASED ON PHASE MEASUREMENT TECHNOOGY BY TWO TIMES FREQUENCY DIFFERENCE Xuezhi Yan, Shuxun Wang, Zhongheng Ma and Yukuan Ma College of Communication Engineering
More informationFixed Structure Robust Loop Shaping Controller for a Buck-Boost Converter using Genetic Algorithm
Proceeding of the International ulticonference of Engineer and Computer Scientit 008 Vol II IECS 008, 9- arch, 008, Hong ong Fixed Structure Robut Loop Shaping Controller for a Buck-Boot Converter uing
More informationDeterministic Deployment for Wireless Image Sensor Nodes
Send Order for Reprint to reprint@benthamcience.ae 668 The Open Electrical & Electronic Engineering Journal, 04, 8, 668-674 Determinitic Deployment for Wirele Image Senor Node Open Acce Junguo Zhang *,
More informationA CALIBRATION SYSTEM FOR LASER VIBROMETERS AT NIMT
XX IMEKO World Congre Metrology for Green Growth September 9 14, 2012, Buan, Republic of Korea A CALIBRATION SYSTEM FOR LASER VIBROMETERS AT NIMT C. Hirunyapruk, P. Rattanangkul, B. Thummawut, V. Plangangma
More informationMODAL ANALYSIS OF A BEAM WITH CLOSELY SPACED MODE SHAPES
ME 164 Senior Captone Deign The Cooper Union Spring 2011 MODAL ANALYSIS O A BEAM WITH CLOSELY SPACED MODE SHAPES Eglind Myftiu The Cooper Union New York City, NY, USA ABSTRACT Thi paper invetigate the
More informationew approach to measuring vibration parameters of the remote objects with the ZigBee technique Borowik Bohdan
16 th IMEKO TC4 Sympoium Exploring New Frontier of Intrumentation and Method for Electrical and Electronic Meaurement Sept. -4, 8, Florence, Italy ew approach to meauring vibration parameter of the remote
More informationLecture 2 Basics of Sensing: Sensor Characteristics. ECE 5900/6900 Fundamentals of Sensor Design
ECE 5900/6900: Fundamental of enor Deign 1 Lecture Baic of ening: enor Characteritic enor ytem Example Glucometer: Glucoe Meter (monitor blood ugar level for diabetic patient) Tiny blood drop Tet trip
More informationFormatting and Baseband. Formatting & Baseband. Page 1. Formatting and Baseband Modulation. CSE4214 Digital Communications
CSE4214 Digital Communication CSE4214 Digital Communication Chapter 2 Formatting Formatting and Baeband Modulation Formatting & Baeband Formatting and Baeband 3 4 Page 1 1 What i Formatting? Information
More informationIJSRD - International Journal for Scientific Research & Development Vol. 3, Issue 11, 2016 ISSN (online):
IJSRD - International Journal for Scientific Reearch & Development Vol. 3, Iue 11, 2016 ISSN (online): 2321-0613 Deign and Analyi of IIR Peak & Notch Ravi Choudhary 1 Pankaj Rai 2 1 M.Tech. Student 2 Aociate
More informationThe RCS of a resistive rectangular patch antenna in a substrate-superstrate geometry
International Journal of Wirele Communication and Mobile Computing 0; (4): 9-95 Publihed online October 0, 0 (http://www.ciencepublihinggroup.com/j/wcmc) doi: 0.648/j.wcmc.0004. The RCS of a reitive rectangular
More informationMIMO Systems: Multiple Antenna Techniques
ADVANCED MIMO SYSTEMS MIMO Sytem: Multiple Antenna Technique Yiqing ZOU, Zhengang PAN, Kai-Kit WONG Dr, Senior Member of IEEE, Aociate Editor, IEEE TWirele, IEEE CL, and JoC (AP), Senior Lecturer, Department
More informationSelf Resonance Cancellation for Joint Torque Control Using Torque Sensor
IEEJ International Workhop on ening, Actuation, Motion Control, and Optimization elf onance Cancellation for Joint Torque Control Uing Torque enor Akiyuki Haegawa tudent Member, Hirohi Fujimoto enior Member
More informationSETTING UP A GRID SIMULATOR A. Notholt 1, D. Coll-Mayor 2, A. Engler 1
SETTING U A GRID SIMULATOR A. Notholt, D. CollMayor 2, A. Engler Intitut für Solare Energieverorgungtechnik (ISET). Königtor 9. D349 Kael anotholt@iet.unikael.de 2 Department of hyic. Univerity of Balearic
More informationModeling and Simulation of Digital Filter Jie Zhao
4th National Conference on Electrical, Electronic and Comuter Engineering (NCEECE 05) Modeling and Simulation of Digital Filter Jie Zhao School of Electronic Information and Electrical Engineering, Shangluo
More informationDigital Control of Boost PFC AC-DC Converters with Predictive Control
Proceeding of the th International Middle Eat Power Sytem Conference (MEPCON ), Cairo Univerity, Egypt, December 9-,, Paper ID 7. Digital Control of Boot PFC AC-DC Converter with Predictive Control H.Z.Azazi
More informationDesign of hybrid continuous-time discrete-time delta-sigma modulators. Kwan, HK; Lui, SH; Lei, CU; Liu, Y; Wong, N; Ho, KL
Title Deign of hybrid continuou-time dicrete-time delta-igma modulator Author() Kwan, HK; Lui, SH; Lei, CU; Liu, Y; Wong, N; Ho, KL Citation Proceeding - Ieee International Sympoium On Circuit And Sytem,
More informationIntegral Control AGC of Interconnected Power Systems Using Area Control Errors Based On Tie Line Power Biasing
ISSN (Online) 232 24 ISSN (Print) 232 5526 Vol. 2, Iue 4, April 24 Integral Control AGC of Interconnected Power Sytem Uing Area Control Error Baed On Tie Line Power Biaing Charudatta B. Bangal Profeor,
More informationDIGITAL COMMUNICATION
DEPARTMENT OF ELECTRICAL &ELECTRONICS ENGINEERING DIGITAL COMMUNICATION Spring 2010 Yrd. Doç. Dr. Burak Kelleci OUTLINE Line Code Differential Encoding Regeneration, Decoding and Filtering Delta Modulation
More informationAdaptive Groundroll filtering
Adaptive Groundroll filtering David Le Meur (CGGVerita), Nigel Benjamin (CGGVerita), Rupert Cole (Petroleum Development Oman) and Mohammed Al Harthy (Petroleum Development Oman) SUMMARY The attenuation
More informationA New Technique to TEC Regional Modeling using a Neural Network.
A New Technique to TEC Regional Modeling uing a Neural Network. Rodrigo F. Leandro Geodetic Reearch Laboratory, Department of Geodey and Geomatic Engineering, Univerity of New Brunwick, Fredericton, Canada
More informationNonlinear Simulation of DIII-D Plasma and Poloidal Systems Using DINA and SIMULINK. M.L.Walker, J.A.Leuer, R.D.Deranian, D.A.Humphreys General Atomics
Nonlinear Simulation of DIII-D Plama and Poloidal Sytem Uing DINA and SIMULINK M.L.Walker, J.A.Leuer, R.D.Deranian, D.A.Humphrey General Atomic R.R.Khayrutdinov, V.Dokouka Triniti Laboratory A hardware-in-the-loop
More informationConstant Switching Frequency Self-Oscillating Controlled Class-D Amplifiers
http://dx.doi.org/.5755/j.eee..6.773 ELEKTRONIKA IR ELEKTROTECHNIKA, ISSN 39 5, OL., NO. 6, 4 Contant Switching Frequency Self-Ocillating Controlled Cla-D Amplifier K. Nguyen-Duy, A. Knott, M. A. E. Anderen
More informationSCK LAB MANUAL SAMPLE
SCK LAB MANUAL SAMPLE VERSION 1.2 THIS SAMPLE INCLUDES: TABLE OF CONTENTS TWO SELECTED LABS FULL VERSION IS PROVIDED FREE WITH KITS Phone: +92 51 8356095, Fax: +92 51 8311056 Email: info@renzym.com, URL:www.renzym.com
More information