DocumentCode
1863351
Title
Probability parameter estimation of outage rate effects for lightning overvoltage analysis on 500 kV EHV double circuit transmission lines using neural networks
Author
Jaipradidtham, C.
Author_Institution
Dept. of Electr. Eng., Kasem Bundit Univ., Bangkok
fYear
2005
fDate
Nov. 29 2005-Dec. 2 2005
Firstpage
803
Abstract
This paper presents the probability parameter estimating due to outage rate effects for lightning overvoltage analysis on 500 kV EHV double circuit transmission lines of type DL3deg and DT20deg by using neural networks. This research begins for parameter determining the critical flashover voltage: (CFO) required for a given lightning surge performance level is given. If the surge voltage varies along the line, the insulation of system from fault effect. This fault line will have a number of stroke on overhead ground wire. The maximum voltage from flashover effects in the lines. The Gaussian frequency of occurrence of surge voltage, the extreme value distribution, the critical stroke current. An artificial neural network can shorten the probability of flashover at tower and the outage rate. Estimation of the parameter using program give the results which are reliability of 500 kV double circuit transmission lines designs efficiently
Keywords
lightning; neural nets; overvoltage; power system analysis computing; power system parameter estimation; power transmission faults; power transmission lines; probability; surges; 500 kV; EHV double circuit transmission lines; Gaussian frequency; artificial neural network; critical flashover voltage; flashover probability; lightning overvoltage analysis; lightning surge performance level; overhead ground wire; probability parameter estimation; surge voltage; Circuit faults; Distributed parameter circuits; Flashover; Insulation; Lightning; Neural networks; Parameter estimation; Surges; Voltage control; Wire; 500kV EHV double circuit transmission lines; Lightning overvoltage; neural networks(NN); outage rate effects; probability parameter estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Power Engineering Conference, 2005. IPEC 2005. The 7th International
Conference_Location
Singapore
Print_ISBN
981-05-5702-7
Type
conf
DOI
10.1109/IPEC.2005.207018
Filename
1627307
Link To Document