Transmission Line Fault Detection Using ANN full report
Thread Rating:
  • 0 Vote(s) - 0 Average
  • 1
  • 2
  • 3
  • 4
  • 5
project topics
Active In SP
**

Posts: 2,492
Joined: Mar 2010
#1
06-04-2010, 06:11 PM


Transmission Line Fault Detection Using ANN

Introduction
What is ANN?

An artificial neural network(ANN) is an information processing paradigm that is inspired by the way

biological nervous system such as brain process information

Artificial Neural network are powerful in pattern recognition and classification

Salient Feature Of ANN

Fault Type Classifiers

Power Network Simulation

A 230Kv Power system is simulated by using EMTDC electromagnetic transient
program
The proposed Neural Network
Network Input
Pattern Generation and pre processing
Net work structure and Training
Proposed ANN structure
Network Input- The variation of current signal before and after fault incident is used for the fault detection

by ANN
The current wave form is sampled at 20 sample per cycle
The Resultant of 3 superimposed signal are first 3
input to the ANN

Pattern Generation and Preprocessing
Preprocessing significantly reduce the size of ANN and improve the performance and speed of training process
The Three phase current input signals were processed by 2nd order low pass filter


The proposed neural network
The training data set is used to train the ANN based selector Module
The Network has5 normalized input and 4 o/p

Network Evaluation

The proposed Network output for a double phase AB fault ( o/p for fault at 83 km)


Conclusion

In this paper a new approach for fault detection in transmission line is presented and its effective ness

is demonstrated


Attached Files
.ppt   Transmission Line Fault Detection Using ANN.ppt (Size: 215 KB / Downloads: 238)
Use Search at http://topicideas.net/search.php wisely To Get Information About Project Topic and Seminar ideas with report/source code along pdf and ppt presenaion
Reply
seminar ideas
Super Moderator
******

Posts: 10,003
Joined: Apr 2012
#2
01-08-2012, 09:51 AM

to get information about the topic "multiple fault detection in transmission line" full report ppt and related topic refer the link bellow

topicideashow-to-transmission-line-multiple-fault-detection-and-indication-to-eb

topicideashow-to-transmission-line-fault-detection-using-ann-full-report?pid=15164
Reply

Important Note..!

If you are not satisfied with above reply ,..Please

ASK HERE

So that we will collect data for you and will made reply to the request....OR try below "QUICK REPLY" box to add a reply to this page

Quick Reply
Message
Type your reply to this message here.


Image Verification
Please enter the text contained within the image into the text box below it. This process is used to prevent automated spam bots.
Image Verification
(case insensitive)

Possibly Related Threads...
Thread Author Replies Views Last Post
  DETECTION OF LOST MOBILE USING SNIFFERS seminar class 64 33,868 12-04-2016, 03:24 PM
Last Post: mkaasees
  wireless electricity transmission ppt jaseelati 0 323 09-02-2015, 02:38 PM
Last Post: jaseelati
  live line maintenance of transmission lines ppt jaseelati 0 283 23-01-2015, 02:24 PM
Last Post: jaseelati
  power theft detection via plc pdf jaseelati 0 335 22-01-2015, 03:31 PM
Last Post: jaseelati
  network intrusion detection system project report doc jaseelati 0 368 13-01-2015, 01:15 PM
Last Post: jaseelati
  three phase fault analysis with auto reset on temporary fault and permanent trip othe jaseelati 0 83 10-01-2015, 03:26 PM
Last Post: jaseelati
  deadlock detection algorithm source code c jaseelati 0 272 10-01-2015, 02:18 PM
Last Post: jaseelati
  bomb detection robotics using embedded controller jaseelati 0 323 06-01-2015, 04:50 PM
Last Post: jaseelati
  transmission lines and waveguides by bakshi free download jaseelati 0 225 27-12-2014, 02:14 PM
Last Post: jaseelati
  network intrusion detection system project report jaseelati 0 247 23-12-2014, 03:08 PM
Last Post: jaseelati