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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: 106

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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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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: 36

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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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Voice Activated Switch - Course Website Directory

The other part of the hardware project was to design a driver circuit to drive a relay from ... to be written and tested. The functions consisted of data management, hamming window, absolute value, and Euclidean distance functions, along ... The group had written Matlab code that worked ...

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

Date added: May 13, 2013 - Views: 11

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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: 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 ... March 2014 2-Hr Webinar ... Amos Ang (SCE) presented the model specifications for the distance relay and the directional and load encroachment elements ...

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: 9

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CIGRE

Distance protection zones whose operating reach is related to an individual object ... It is also essential that the protection relay models can run in an EMT ... Matlab, comtrade viewers etc. ***** WG decision: the AR functionality will not be treated in the protection audit study ...

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

Date added: May 22, 2014 - Views: 5

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SDM College of Engineering & Technology, Dharwad – 2

Department of Electrical and Electronics Engineering. ... Simulation of 2nd order system using MATLAB & obtaining time domain specifications. Design of Lag, ... Distance Relay: General Principle of operation, zone discrimination, ...

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

Date added: November 27, 2013 - Views: 69

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

IEEE Paper , Project IEEE Base / Reference Paper . ... 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.

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

Date added: April 1, 2014 - Views: 13

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EE-601 Computer Aided Power System Analysis

Power System Security: Factors ... 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: 21

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

NS-2, NETWORK SIMULATOR PROJECT TITLES. NS2 IEEE 2013 PROJECT TITLES SL.NO TITLES NNS001 A Rank Correlation Based Detection against Distributed Reflection DoS Attacks NNS002 A Resource Allocation Scheme for Scalable Video Multicast in WiMAX Relay Networks NNS003 Adaptive Position Update for ...

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: 9

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ADVANCES IN POWER SYSTEM DYNAMIC EQUIVALENCING

Among these needs are the tools to classify and identify disturbances as they occur on the power system. ... the transferred data into ASCII or other formats for further analysis using advanced software tools such as MATLAB. 5. ... that uses a distance relay, ...

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

Date added: October 22, 2011 - Views: 21

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ECE 445

The system is controlled by a solid state relay and consists of a solenoid, a ... simulations are included to show the digital filter design and preliminary results between functions performed by Matlab and the ... the distance calculation that yields the minimum value will declare the ...

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

Date added: August 1, 2014 - Views: 1

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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 within the customer threshold values. ... MATLAB Code …………………… ... The relay system consumes 1,500 W of power or approximately 2 hp.

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

Date added: October 3, 2011 - Views: 66

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NEPTUNE: Phase 2 Power Proposal - University of Washington

The power system will be developed within the organizational framework of the proposed NEPTUNE ... a distance relay gives better discrimination ... Software for such studies can probably be based on existing packages such as MATLAB and Pspice. The studies should include at least ...

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: 23

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

To design regulated power supply using Zener diode/ voltage regulator IC. 21. ... 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.

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

Date added: March 1, 2014 - Views: 17

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ELECTRICAL AND ELECTRONICS ENGINEERING - VEL Tech University

B.E/B.TECH ELECTRICAL AND ELECTRONICS ENGINEERING. ... (MATLAB based) To determine node voltages and branch currents in a resistive network. ... Time –distance relay, mho relay, numerical relay. UNIT – III PROTECTION OF POWER APPARATUS 9.

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

Date added: March 16, 2014 - Views: 65

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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: 155

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www.researchprojects.info

POWER system PROJECT. MATLAB SIMULATION. ups01. Performance of Power Line Communication Systems with . ... Analysis of Measured Impedance by Distance Relay in . Presence . of SSSC. UPS57. A 5-Level Multilevel Inverter Using LM350 Voltage . Regulator IC. UPS58

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

Date added: January 28, 2012 - Views: 37

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www.ee.emu.edu.tr

... 104 PMDC Motor Speed Control with Fuzzy Logic Algorithm Using PIC16F877 Micro Controller and ... Intelligent Approach In Distance Relay For Transmission line Protection In EPS ... ASSESSMENT USING MATLAB PARALLEL PROGRAMMING ENVIRONMENT 222 Selection of an ...

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

Date added: November 18, 2011 - Views: 28

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INVITATION FOR QUOTATIONS - AISSMS COLLEGE OF ENGINEERING

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: 9

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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: 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: 4

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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: 55

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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: 46

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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: 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: 16

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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. ... DC Motor position setpoint control via PID controller using relay automatic tuning technique. Design Projects:

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

Date added: October 9, 2011 - Views: 56

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KREST

Static Relay Operation using Microcontroller. Automated Gardening system . ... Distance Measuring Robot . Automatic wash basin cum power management system. ... All the projects are implemented using MATLAB we also take up the project of your own ideas or papers. 3.

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

Date added: March 11, 2014 - Views: 23

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Proposal - Southern Illinois University Carbondale

Relay protection is a must ... The further the distance, the more safety and ... Item Description Quantity $ Each $ Subtotal 1 Matlab 2 On hand 0.00 2 Power World Simulator 2 On hand 0.00 3 Easy Power 2 Borrowed* 0.00 Transformer and Protection Subsystems $0.00 4 Microsoft Office ...

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

Date added: May 2, 2013 - Views: 25

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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. ... face detection in image file using matlab . take normal jpg image as input .

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

Date added: June 18, 2014 - Views: 4

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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: 64

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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 ... In the case that the communications relay is later ...

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

Date added: October 4, 2011 - Views: 44

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www.gpporbandar.org

Diploma in Civil Engg. 60. 1. 9---05--Diploma in. Mechanical. Engig. 120. 1. 22---05-12. Diploma in. Electrical. ... Distance relay. 34. ... Educational Software package (Matlab) 44. Electronics. Digital frequency generator. 45. ...

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

Date added: May 7, 2013 - Views: 3

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1 - University of Texas at San Antonio

The design uses wireless modules to relay the status information to a central main station but also has the ... Code was used for the Arduino microcontroller while Matlab/Simulink was used for the GUI ... This distance appeared in inches and centimeters and display it in the computer ...

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

Date added: May 5, 2013 - Views: 21

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Goal Technolgies, Final Year Projects - Software Projects ...

... Power Electronics Projects | Power System Projects | Microcontroller Projects | VLSI Projects | DSP Projects | Matlab Projects | NS2 Projects ... CONSTRAINED RELAY NODE PLACEMENT IN ... S4 uses a combination of beacon distance-vector-based global routing state and scoped distance ...

http://goaltechnologies.in/new/wp-content/uploads/2011/08/Goal-Technologies-2011-12-Java-IEEE-Software-Project-Abstracts-2011-2012.doc

Date added: May 4, 2013 - Views: 24

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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 system consisting of identical microlens arrays was tested.

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

Date added: May 26, 2013 - Views: 10

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JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY

MATLAB and its Tool Books user’s manual and – Mathworks, USA. JAWAHARLAL NEHRU TECHNOLOGICAL UNIVERSITY. ... Carrier Current and Three-zone distance relay protection using Impedance relays. Translay Relay. Protection of Bus bars – Differential protection. UNIT – VII Neutral Grounding.

http://dietakp.com/Syllabus/EEE2007-2008-2009.doc

Date added: December 12, 2013 - Views: 24

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www.veltechuniv.edu.in

http://mi.eng.cam.ac.uk/~rwp/Maths/vid09/l5notes.pdf. ... Numerical Methods using MATLAB, 4th edition, PHI Learning Private Limited, New Delhi, ... Electromagnetic and solid state relays. Time –distance relay, mho relay, and numerical relay. UNIT ...

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

Date added: March 19, 2014 - Views: 35

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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: 107

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INTRODUCTION - Faculty Personal Homepage- KFUPM

Locating transmission line faults quickly and accurately is very important for economy, ... 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.

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

Date added: February 6, 2012 - Views: 17

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DEDICATION - Sacramento

A MATLAB program will be used to determine the performance of all alternative solutions with respect to each design criteria. ... (GMD Φ = geometric mean distance between the phase conductors in ft) Z 1 (positive-sequence impedance) increases and Z 0 ...

http://csus-dspace.calstate.edu/bitstream/handle/10211.9/1674/Master%20of%20Science%20in%20EEE%20Project%20%20by%20Greg%20Clawson%20and%20Mira%20Lopez%20%20Spring%202012.docx?sequence=2

Date added: June 30, 2013 - Views: 3

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Contemporary Letter - School of Electrical and Computer ...

Matlab was used to approximate the value over the testing range and Figure 1 shows the generated plot. ... A solid state relay is suggested in order to control the brakes from the software program. ... Robot Inspection and Testing 32 days 2/12/2009 3/26/2009 Chao, ...

http://www.ece.gatech.edu/academic/courses/ece4007/09spring/ece4007l01/ws5/finalreport.doc

Date added: May 8, 2013 - Views: 13

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Course Descriptions - inventus.org

The course integrates the use of computer-aided analysis and design tools (MATLAB) ... method of constant distance equations, and method of train components. Class ... Students examine Programmable Logic Controllers while concentrating on relay ladder logic techniques and how the PLC is ...

http://www.inventus.org/posterous/file/2009/04/229643-msmeCourseDescriptions.doc

Date added: November 1, 2013 - Views: 5

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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: 8

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ELECTRICAL ENGINEERING DEPARTMENT - 123seminarsonly.com

EP101 Power System Stability and Dynamics 3 1 -- 4 10 15 15 60 -- -- 100 4 EP102 Advance ... Digital filtering in protection relays, digital data transmission, Numeric relay hardware and software considerations, relay algorithms, distance ... Linear algebra with MATLAB: solution of ...

http://123seminarsonly.com/Seminar-Reports/039/62560917-M-tech-Electrical-Power-Systems-Full-Time-2009-10.doc

Date added: October 17, 2013 - Views: 110

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ME1404 - technicalsymposium.com

... signals and even entire systems can be exchanged between MATLAB and Simulink. Simulation using MAT LAB: ExNo : 15 ... "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 ...

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

Date added: December 22, 2012 - Views: 31

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DETAILED COURSE OUTLINE - Bahauddin Zakariya University

Distance vector routing protocols. Link state routing. Learn about and configure RIP. How IGRP operates; Compare IGRP to EIGRP ... MATLAB and Specialised signaling software. Recommended Books: ISDN and Broadband ISDN ... KPI’s for Frame Relay and ATM, Leaky bucket algorithm, Frame mode ...

http://www.bzu.edu.pk/computer/BS_telecom_courses.doc

Date added: October 5, 2011 - Views: 295

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

The controller is designed to oppose the effects of power system electromechanical wave propagation that follow disturbances occurring at any ... a 20x20 generator grid system simulation was constructed using the MATLAB ... distance (x) and time (t); consider forward traveling waves for ...

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

Date added: June 1, 2014 - Views: 2