High Transient Based Transmission Line Protection using Artificial Neural Network

Sumit R. Punam, Anand V. Satpute


This paper presents a new method based on high transient
fault signal and locating faults on three-terminal power lines.
For high transient based protection line trap design which
tune at normal supply frequency are installed at each end of
multiterminal transmission line. Due to installation of line
trap at each end of line protection of transmission line is
improved. Also Artificial Neural Network (ANN) is utilized
for classifying external and internal fault of transmission line.
Transmission line model design in MATLAB simulink and
successive results obtained using this technique. ANN
successfully classify the fault upto 90 percent fault cases.

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Brahma, Sukumar M. "New fault-location method for a

single multiterminal transmission line using

synchronized phasor measurements." Power Delivery,

IEEE Transactions on 21.3 (2006): 1148-1153.

Izykowski, Jan, et al. "A fault-location method for

application with current differential relays of threeterminal

lines." Power Delivery, IEEE Transactions

on 22.4 (2007): 2099-2107.

Gao, Houlei, and Peter A. Crossley. "A new current

differential protection scheme for Teed transmission

lines." Power Engineering Society General Meeting,

IEEE. IEEE, 2006.

Daniel, J. S., R. K. Aggarwal, and A. T. Johns. "Three

terminal line protection based on a superimposed

component impedance relay."Generation, Transmission

and Distribution, IEE Proceedings C. Vol. 140. No. 6.

IET, 1993.

D. Xingli, G. Yaozhong, and D. Xinzhou, “A wavelet

and traveling waves based non-communication high

speed transmission line protection,” Autom. Elect. Power

Syst., vol. 10, 2001.

V. Pathirana and P. G. McLaren, “A hybrid algorithm for

high speed transmission line protection,” IEEE Trans.

Power Del., vol. 20, no. 4, pp. 2422–2428, Oct. 2005.

R. K. Aggarwal, A. T. Johns, and Z. Q. Bo, “Non-unit

protection technique for EHV transmission systems

based on fault generated noise part 2: Signal processing,”

Proc. Inst. Elect. Eng., Gen., Transm. Distrib., vol. 141,

no. 2, pp. 141–147, Mar. 1994.

T. Nagasawa, M. Abe, N. Otsuzuki, T. Emura, Y.

Jikihara, and M. Takeuchi, “Development of a new fault

location algorithm for multi-terminal two parallel

transmission lines,” IEEE Trans. Power Del., vol. 7, no.

, pp. 1516–1532, Jul. 1992.

N. Zhang and M. Kezunovic, “Transmission line

boundary protection using wavelet transformand neural

network,” IEEE Trans. Power Del., vol. 22, no. 2, pp.

–869, Apr. 2007.

Peyman Jafarian and Majid Sanaye-Pasand, “High-

Frequency Transient Based Protection of Multiterminal

Transmission Line Using the SVM technique” IEEE

Trans. Power Del., Vol.28, No.1,pp.183-196.

Line Traps for Ac power Systems, IEC Standard 60353

Ed. 2.0 b, , 1989.

“Line Traps, Product Catalog” Areva T&D Ltd. Co.,

India. [Online].

Available: http://arevausitr.com.


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