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Neural Network Based Protection Relay for Power Systems

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Neural Network Based Protection Relay for Power Systems

Distance relay does not need to compare the measurement between two ends of protection zone as in overcurrent relays. ... The MATLAB Version 6.00 Release 12 for windows was used for simulation. The MATLAB codes used are listed in appendix D.

http://www.cucat.org/general_accessibility/accessibility/Braille%20scanner/Misc%20code/Engineering%20Project%20402%202001.doc

Date added: October 13, 2011 - Views: 104

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MODEL NAME : ASHWIN_OVERCURRENT_FINAL - AES JOURNALS

A mho numerical relay is a numerical distance numerical relay that operates when the magnitude of impedance seen by it falls below a complex set value. ... reactance numerical relay and mho numerical relay have been simulated using the MATLAB software in its SIMULINK environment.

http://www.ejournal.aessangli.in/ASEEJournals/ELEC4.doc

Date added: January 27, 2012 - Views: 33

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The International Conference on

124 - implementation and evaluation a simulink model of distance relay in matlab/simulink (omar mrehel - libya) 12. 6 - towards strategic plan for lights replacement in residential sector of libya (omar mrehel - libya)

http://sdiwc.net/conferences/2013/eeecegc2013/wp-content/uploads/2013/12/EEECEGC-CONFERENCE-PROGRAM_-V4.docx

Date added: December 30, 2013 - Views: 9

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csus-dspace.calstate.edu

MATLAB software based algorithm is used for training and evaluation of the neural network based fault classifier. ... The distance relay operates on the principle of dividing the voltage and current phasors to measure the impedance from the relay location to the fault.

http://csus-dspace.calstate.edu/bitstream/handle/10211.9/1013/Fault%20Classification%20in%20Power%20System%20using%20Microprocessor.docx?sequence=1

Date added: December 3, 2013 - Views: 8

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sdiwc.net

124 - implementation and evaluation a simulink model of distance relay in matlab/simulink (omar mrehel - libya) 126 - towards strategic plan for lights replacement in residential sector of libya (omar mrehel - libya)

http://sdiwc.net/conferences/2013/eeecegc2013/wp-content/uploads/2013/12/EEECEGC2013_Schedule.doc

Date added: May 8, 2014 - Views: 3

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SECP

... Keil u-vision, Matlab, MS Office. Engineering Skills: Distribution Transformer ... MICOM Distance Relay Testing. PRESENT/MOST RECENT EMPLOYMENT Company Name: 220 kV NTDC Grid Station Mardan Address: 220 kV NTDC Grid Station Mardan, Near Shell Pump Main GT Road Mardan Present/Most Recent ...

http://www.pec.org.pk/downloadables/Job%20Cv/28%20Apr%202014/mujeeb.doc

Date added: May 15, 2014 - Views: 2

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Voice Activated Switch - Course Website Directory

The other part of the hardware project was to design a driver circuit to drive a relay ... to be written and tested. The functions consisted of data management, hamming window, absolute value, and Euclidean distance functions ... The memory of the DSP was then exported into Matlab, ...

http://courses.engr.illinois.edu/ece445/projects/spring2003/project19_final_paper.doc

Date added: May 13, 2013 - Views: 7

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Western Electricity Coordinating Council

Included are files with a description of the CSV and XML data format, example Matlab code, and corresponding PSLF applications to convert CHF to CSV and XML formats. WECC, NREL, EPRI, ... MSRATF will request TSS approval of the Distance Relay Model Specifications, ...

http://www.wecc.biz/committees/StandingCommittees/PCC/TSS/20140122/Lists/Minutes/1/MVWG%202014-1%20Report%20to%20TSS.doc

Date added: March 6, 2014 - Views: 3

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DIGITAL CONTROL SYSTEMS - word文档下载,word ...

-Digital computer-Digital simulation of power system disturbance-Digital simulation of distance relay during transients-On line and Off line application of digital ... (MATLAB/SIMULINK), Embedded System Coding (The Real-Time Workshop Embedded Coder in MATLAB) Text Books: ‘C and the 8051 ...

http://www.wordwendang.com/en/11084/word_4511489.doc

Date added: November 27, 2013 - Views: 44

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EE-601 Computer Aided Power System Analysis

... Relay terminology, Definitions ... Digital filtering in protection relay – digital data transmission – Numeric relay hardware – relay algorithm – distance relays – direction ... Formation of incidence matrices and bus admittance matrix of a power network using MATLAB . 2) ...

http://www.nith.ac.in/eed/syllabus/ps_mtech.doc

Date added: December 26, 2013 - Views: 19

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First List of Accepted Papers for Oral Presentation

Bharati Vidhyapeeth, Pune PEMPS03 MATLAB SIMULINK Analysis of Direct & Indirect Flux Weakening Methods of Vector Control Drive of . ... Sangivalasa PEMPS26 Polarised Mho Distance relay: Issues and Solutions A.N. Sarwade, P.K. Katti, ...

http://www.nuicone.org/site/common/List%20of%20Accepted%20Papers_PEMPS.doc

Date added: June 28, 2012 - Views: 4

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SDM College of Engineering & Technology, Dharwad – 2

Simulation of 2nd order system using MATLAB & obtaining time domain specifications. Design of Lag, Lead and Lag-Lead compensators. ... Distance Relay: General Principle of operation, zone discrimination, and fault area on impedance diagram, ...

http://www.sdmcet.ac.in/sdmspace/webdeptdetails/wdd/83.doc

Date added: November 27, 2013 - Views: 61

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Mechanical Engineering - Bhagwant University

5 Measurement of the distance with the help of ultrasonic transmitter & receiver. ... 5 Study gas actuated Buchholz relay. 06BEE203 MATLAB PROGRAMMING LAB. 1 Basics of MATLAB matrices and vectors, matrix and array operations, Saving and. loading data, ...

http://www.bhagwantuniversity.com/syllabus/B_Tech_EEE.doc

Date added: August 24, 2011 - Views: 93

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CIGRE

This maybe useful in applications where the distance relay settings where calculated some time ago. ... Digsilent, Matlab, comtrade viewers etc. ***** WG decision: the AR functionality will not be treated in the protection audit study. The step. ped. event performance ...

http://c1.cigre.org/Media/SC/B5/WG-Area/B5.47-Draft-Report

Date added: May 22, 2014 - Views: 3

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ADVANCES IN POWER SYSTEM DYNAMIC EQUIVALENCING

If there is a relay protection on a line or Special Protection System, that uses a distance relay, ... Based on the discussion in the earlier subsection, an expert system coded in MATLAB version 5.3 (a software developed by the MathWorks Inc.) ...

http://www.ices.cmu.edu/cdna/SepopeA2.doc

Date added: October 22, 2011 - Views: 21

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NCCT, 109, 2nd Floor, Bombay Flats, Nungambakkam High Road ...

... Projects, Embedded Projects, DSP Projects, VLSI Projects, Android Projects, Power Electronics Projects, NS2 Projects, Matlab Projects, 2013 IEEE ... Video Multicast in WiMAX Relay Networks NNS003 ... NNS006 Analysis of Distance Based Location Management in Wireless ...

http://www.ncct.co.in/downloads/software_projects/2013%20IEEE%20NS2%20Project%20Titles,%20NCCT%20-%20IEEE%202013%20NS2%20Project%20List.doc

Date added: March 18, 2014 - Views: 5

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A Four-level Hybrid-Clamped Converter with Natural Capacitor ...

MICROCONTROLLER PROJECTS * VLSI & FPGA PROJECTS * DSP PROJECTS * MATLAB PROJECTS. ... Development of a New Adaptive Scheme for Calculating Zone-3 Setting of Distance Relay using Digital Control System. IEEE 2013. 9. Numerical Relay Protection with Enhanced Characteristics for Over voltage ...

http://www.nanonetworks.net/images/EEE.docx

Date added: April 1, 2014 - Views: 7

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Aerodynamics - Purdue University

... and a service ceiling of 40,000 feet. Takeoff and landing distance requirements have not met target values, but are ... MATLAB Code ... The primary customers for a tactical communications relay UAV are front-line military forces operating in high-threat environments where ...

https://engineering.purdue.edu/AAE/Academics/Courses/aae451/2007/Spring/Team1/Team1_CDR.doc

Date added: October 3, 2011 - Views: 63

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ECE 445 - University of Illinois at Urbana–Champaign

The system is controlled by a solid state relay and consists of a ... simulations are included to show the digital filter design and preliminary results between functions performed by Matlab and ... the distance comparison is simply a metric that computes the distance between two sets of ...

http://courses.engr.illinois.edu/ece445/projects/spring2007/project24_design_review.doc

Date added: July 6, 2013 - Views: 1

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www.researchprojects.info

MATLAB SIMULATION. ups01. ... A New Fault-Impedance Algorithm for Distance Relaying on a . Transmission Line. UPS. 30. ... Analysis of Measured Impedance by Distance Relay in . Presence . of SSSC. UPS57. A 5-Level Multilevel Inverter Using LM350 Voltage .

http://www.researchprojects.info/list4.docx

Date added: January 28, 2012 - Views: 32

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SUMMARY

LabVIEW, NI Vision and IMAQ, MATLAB, Microsoft Visual Studio, KEIL Cross-Compiler ... Acquire Real-Time and Display Root Graphs of Uncorrected/Corrected Linear Intensity and Frequency over Distance. ... Digital Multi-Meter, PXI Switch Matrix Relay Board, and a PXI Multi-Function Analog and ...

http://www.inventeering.com/technical_resume-George_Miles.doc

Date added: August 25, 2011 - Views: 47

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Problem One: - Northeastern University

... times before reaching a random destination or a little more recently microwave transmission to satellites that could relay a signal ... digital signals. Note: It is preferred that the sketches of signals be produced electronically using matlab, ... Distance, noise and data rate ...

http://www.ece.neu.edu/faculty/mcdonald/Homework3Solutions.doc

Date added: May 3, 2013 - Views: 11

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www.shinewaves.com

Range Finder through Distance sensor. PIC microcontroller based . Displays the range of any object. ... Lifting of mechanical jack through relay. Eliminates manual effort. Tri technology security system. ... Finger print Identification using Matlab. Finger print Identification module.

http://www.shinewaves.com/Ec%20Project%20list.docx

Date added: June 18, 2014 - Views: 1

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www.ee.emu.edu.tr

... Studio.Net in Organizational Breakdown Structure Development 188 Using a Combined Artificial Intelligent Approach In Distance Relay For ... Prediction 219 Algorithmic developments of Computing with Words 220 ON-LINE TRANSIENT STABILITY ASSESSMENT USING MATLAB PARALLEL ...

http://www.ee.emu.edu.tr/icsccw2009/AcceptedPapers.doc

Date added: November 18, 2011 - Views: 27

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ELECTRONIC DEVICES AND NETWORKS - Guru Nanak Dev Engineering ...

To Develop algorithms/programs in C or C++ or FORTRAN-77/90/95 or MatLab language for the following methods . ... To study the characteristics of Distance Relay. To find the breakdown strength of transformer oil. BTEC-608 (Micro controller and PLC)

http://www.gndec.ac.in/sites/default/files/7.%20List%20of%20Experimental%20Setup.doc

Date added: March 1, 2014 - Views: 14

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NEPTUNE: Phase 2 Power Proposal - University of Washington

For example, a distance relay gives better discrimination. In this device, ... Software for such studies can probably be based on existing packages such as MATLAB and Pspice. The studies should include at least load flow, short circuit (transient), ...

http://www.apl.washington.edu/uploads/programs/neptune_power/Documents/NEPTUNE_POWER/Project/Admin/Proposals/NSF_2001/2_7_MRI-Project_Description.doc

Date added: May 6, 2013 - Views: 13

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KREST

Static Relay Operation using Microcontroller. Automated Gardening system . ... Distance Measuring Robot . Automatic wash basin cum power management system. Wall following Robot. ... DTMF Generation and Detection using matlab .

http://xa.yimg.com/kq/groups/18825140/1875460017/name/NEW

Date added: March 11, 2014 - Views: 12

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Mansoor Javed Awan - Yola

Distance Relays. D60, SEL331,7SA511,7SA522,7SA513,7SA561,REL531, REL521 , REL511 ,Micom ... regarding relay setting calculations of Transmission Line and Transformer protection, ... Matlab Intermediate 2003 3 Year. Computer ...

http://systemprotection.yolasite.com/resources/Mansoor%20CV[1].doc

Date added: June 10, 2014 - Views: 1

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IEEE Transactions - Weebly

... JAVA / DOT NET / MATLAB. ... General Interference Constraints 2010 12 NS 12 Constrained Relay Node Placement in ... 2010 02 PA 02 A Boosting Framework for Visuality-Preserving Distance Metric Learning and Its Application to Medical Image Retrieval 2010 03 PA 03 Accurate ...

http://webforfinalyears.weebly.com/uploads/5/3/7/9/5379375/ieee-project-titles-2010-2011.doc

Date added: May 19, 2012 - Views: 148

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ECE5320 Mechatronics - Course Syllabus - Utah State University

19.7 Distance Measuring and Proximity Sensors. 19.8 Light Detection, Image, ... Analysis, and Design with MATLAB ... PID control and relay automatic tuning. Repetitive control. Adaptive feedforward control. ZPETC.

http://mechatronics.ece.usu.edu/ece5320/ece5320-Mechatronics-Syllabus-Sp07.doc

Date added: September 27, 2011 - Views: 53

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ECE5320 Mechatronics - Course Syllabus - Utah State University

19.7 Distance Measuring and Proximity Sensors. 19.8 Light Detection, Image, ... MATLAB serial communication. LCD modules. ... PID control and relay automatic tuning. Repetitive control. Adaptive feedforward control. ZPETC.

http://mechatronics.ece.usu.edu/ece5320/ece5320-Mechatronics-Syllabus-Sp08.doc

Date added: October 9, 2011 - Views: 52

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ELECTRICAL AND ELECTRONICS ENGINEERING - VEL Tech University

Time –distance relay, mho relay, numerical relay. UNIT – III PROTECTION OF POWER APPARATUS 9. ... Solving Control Engineering Problems With Matlab Prentice Hall Katsuhiko Ogata 1993 U7EEA30 POWER SYSTEM SIMULATION LAB L T P C.

http://www.veltechuniv.edu.in/ug_curri_syllabi/Btech_EEEFT_RegA.doc

Date added: March 16, 2014 - Views: 55

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www.gpporbandar.org

1 phase reverse power relay. 31. " static definite time relay. 32. " definite time Overcurrent relay. 33. " Distance relay. 34. Machine Lab. Transformers. 35. ... Educational Software package (Matlab) 44. Electronics. Digital frequency generator. 45. ...

http://www.gpporbandar.org/MENDATORY%20DISCLOUSER12-13.docx

Date added: May 7, 2013 - Views: 2

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Proposal - Southern Illinois University Carbondale

Relay protection is a must in power systems. ... The further the distance, the more safety and logistical problems occur. ... MATLAB will be used for complex mathematical calculations and graphical plotting.

http://www.engr.siu.edu/ugrad1/me495a/OUTGRESP/F08-72-OUTGRESP_PROPOSAL_FINAL.doc

Date added: May 2, 2013 - Views: 20

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This paper introduces a new design of a zero-reflection ...

... a 20x20 generator grid system simulation was constructed using the MATLAB package. ... frequency ((), distance (x) and time (t); consider forward traveling waves for both are given as: (3) (6) ... Proceedings of Annual Conference in Protective Relay Engineers, College Station, TX, ...

http://infomesr.org/attachments/039_4%20Paper%20Template.doc

Date added: June 1, 2014 - Views: 1

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IEEE-JAVA PROJECTS 2012-13 - NCCT

IEEE-JAVA PROJECTS 2012-13 JAVA - MOBILE COMPUTING PROJECT TITLES 01 Mobile Relay Configuration in Data-intensive Wireless Sensor Networks 2013 02 Vampire attacks: Draining life from wireless ad-hoc sensor networks 2013 03 Towards a Statistical Framework for Source Anonymity in Sensor Networks ...

http://www.ncct.co.in/downloads/software_projects/Software%20Project%20Titles%202013-14,%20IEEE%20&%20Non%20IEEE%20Project%20Titles%20in%20Java,%20DotNET,%20Android,%20NS2,%20Matlab%20-%20Complete%20Reference.doc

Date added: February 10, 2014 - Views: 54

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Introduction - KFUPM

Our satellite is a simple relay satellite that does not process the data. ... Transmission Path Satellite-Earth Station Distance R From Matlab function km Clear Air Atmospheric Loss L_A 0.04 dB / km Rain Loss (for each path) L_R 20 dB (per path ...

http://faculty.kfupm.edu.sa/ee/wajih/files/EE%20418%20Project%20II.doc

Date added: June 26, 2013 - Views: 11

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www.veltechuniv.edu.in

Time –distance relay, mho relay, and numerical relay. UNIT – III PROTECTION OF POWER APPARATUS 9. ... Design & Implementation of FIR Filter using MATLAB. 5. Generation of Signals using MATLAB. 6. Linear and Circular Convolution of Two Sequences using MATLAB. 7.

http://www.veltechuniv.edu.in/ug_curri_syllabi/EEE_ACD_RegB13.doc

Date added: March 19, 2014 - Views: 31

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INVITATION FOR QUOTATIONS - AISSMS COE

Distance protection Panel. 400KM, 1A plain Impedance relay. 1. Software (EL-03) S.No. Softwares. Specification. Qty. 1. MATLAB. MATLAB Basic 2012, SIMULINK, ALL Toolboxes. 10 users. Author: admin Created Date: 08/16/2013 01:20:00 Last modified by:

http://www.aissmscoe.com/Purchase%20Notice%20on%20website/Electrical.docx

Date added: October 7, 2013 - Views: 4

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ACKNOWLEDGEMENTS - Electronic Thesis and Dissertation Library

The evolution of the surface profile of microlenses was modeled in MATLAB. ... The distance between the lens and the screen can be approximately considered equal to the focal length. ... A simple beam relay using a sequence of identical microlens arrays was fabricated and tested.

http://etd.lsu.edu/docs/available/etd-04152013-074355/unrestricted/miaothesis.docx

Date added: May 26, 2013 - Views: 6

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CHAPTER I - Electrical Engineering and Computer Science ...

Measure PneuHand Adult Human Male Distance from proximal to intermediate joint. 1.875 1.875 Distance from intermediate ... solve the set of nonlinear equations for R1, (1, (2, (5, (6 which completes our design. Listed in Appendix A is a MATLAB M-file ... and output pressures to relay ...

http://eecs.vanderbilt.edu/CIS/Papers/THESIS/JoeChristopher.doc

Date added: September 18, 2012 - Views: 13

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ECE/UIET/ KUK - Om Group

Study of Softwares such as MATLAB,LabView etc. ... Over current relay, impedance relay, reactance relay, mho relay, microprocessor based distance relaying. Text/Reference: TSM Rao, “Power System Protection – Static Relays”, Tata McGraw Hill.

http://www.omgroup.edu.in/downloads/files/n5226f838ef878.doc

Date added: October 4, 2013 - Views: 100

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Design Selection - Purdue University

Takeoff and landing distance requirements will loosen because of their strong effect on gross takeoff weight of the aircraft. Initial trade studies, sizing, and constraint analysis utilized MATLAB with manually input ... The AJCN communication relay package fielded on the high ...

https://engineering.purdue.edu/AAE/Academics/Courses/aae451/2007/Spring/Team1/Team_1_SDR_Report.doc

Date added: October 4, 2011 - Views: 41

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III SEMESTER ELECTRICAL AND ELECTRONICS ENGINEERING

Using MATLAB/SCILAB a) Simulation of a typical second order system and determination of step response and evaluation of time- domain specifications. b) ... Operating characteristics of microprocessor based (numeric) distance relay.

http://www.wordwendang.com/en/11084/word_5412220.doc

Date added: November 27, 2013 - Views: 86

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INTRODUCTION - KFUPM

Matlab simulation results show the new method is a good and powerful tool to estimate the disrupts location on the transmission line when fault occurs. ... protective relay. circuit breaker. ... the fault distance can be calculated.

http://faculty.kfupm.edu.sa/EE/mshwehdi/464/jazairi.doc

Date added: February 6, 2012 - Views: 13

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www.ipsacademyonline.com

To measure the distance between two given points by ranging process using metric chains. ... Write a program in MATLAB for torque slip characteristics of Induction motor for different rotor resistance control. ... Study of I.M.D.T. Relay. Study of GAS actuated Relay.

http://www.ipsacademyonline.com/ies/Annexure/Annexure%206.doc

Date added: November 11, 2013 - Views: 5

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1 - University of Texas at San Antonio

Raul Ramos utilized his Matlab and Controls experience to develop the ... The design uses wireless modules to relay the status information to a central main station but also has the potential to be ... An object at a distance within six inches from the sensor was always displayed as an output ...

http://aux.coe.utsa.edu/~eesenior/fall2009/Team07/documents/Final%20Report_Team7_Dec_03_2009[1].docx

Date added: May 5, 2013 - Views: 18

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May 5, 2000 - Clemson University

The Robotic Toolkit is a set of simulink models, S-functions, m-files and cmex files on MATLAB/SIMULINK ... Given the maximum velocity and the maximum distance to be moved by a joint, ... an internal relay can get stuck which will disable the damping feature of the motors.

http://www.clemson.edu/ces/crb/students/janders/thesis/jasonthesis_v2.doc

Date added: May 2, 2013 - Views: 8

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ME1404 - technicalsymposium.com

C / MATLAB 15 licenses. LIST OF EXERCISES. ... "Thermostat" is a subsystem that contains a Relay block. ... This distance is to much to small to draw on a displacement diagram so we will consider the displacement of the follower at the start, ...

http://www.technicalsymposium.com/MECH_SEM7_ME2404LM.doc

Date added: December 22, 2012 - Views: 20

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Download - Pannon Egyetem Mérnöki Kar Doktori Iskolái ...

On-line Trained Neuro-Fuzzy Distance Relay with Directional Element”, IEEE Power Engineering Society General Meeting ... Abonyi J.: A MATLAB Toolbox and its Web-based Variant for Fuzzy Cluster Analysis, 7th International Conference of Hungarian Researchers on Computational Intelligence ...

http://phd.mk.uni-pannon.hu/index.php?option=com_docman&task=doc_download&gid=69

Date added: October 9, 2011 - Views: 43