International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 5, May 2013) Different Types of Fault Analysis and Techniques of Fault Location Using PSCAD Heena Sharma1, M.T. Deshpande2, Rahul Pandey3 1 M.E Student, Power System, SSTC, Junwani, Bhilai, CSVTU, Chhattisgarh, India 2 Department of Electrical, SSTC, Junwani, Bhilai, CSVTU, Chhattisgarh, India 3 Department of Electrical & Electronics, SSTC, Junwani, Bhilai, CSVTU, Chhattisgarh, India Terminal methods (e.g. the voltage drop ratio, capacitance method and the bridge technique) are applied to the cable from one or two terminals and are usually used for fault location. This paper is organized as follows. In section I, there was an introduction. In section II, an overview and description of Types of cable faults is presented. The simulation model and result of cable using PSCAD for grounded and ungrounded system is discussed in section III. A simulation model and Results of test methods on cable is presented and discussed in section IV. In section V, Result and conclusions are summarized. Abstract— This Paper is Concentrated mainly to the causes, Types and to locate the faults in cable. The paper presents different conditions of disturbances and faults in specified time period. In this paper there is a focus to solve the problem of location f fault which s used to prevent the unwanted outage, damage and failure of the cables. This paper also does the analysis about the voltage-time and current-time relationship during normal& different faulty condition. The proposed condition is evaluated by simulation using PSCAD software. It has been tested and found that the error of fault location is within ±5%. Keywords—Cable, Fault, Fault location, PSCAD Software. II. TYPES OF CABLE FAULTS I. INTRODUCTION For low voltage &medium voltage power cables the basic failure modes are:- In this paper an experimental study carried out an cable is presented. The aim is that to identify, locate and characterize the defect in the cables. The fault location methods are presented in this paper, along with utility statistics from a survey on cable fault location. Various case studies have been carried out including the different types of fault. The result obtained from the analysis will be useful in the development of a detect fault scheme for cable system in the future. Fault location in cable systems has existed since people first started installing power transfer equipment in the ground. On underground residential distribution cable systems, the cables will experience an increasing rate of failure as they near the end of their useful life. Many of the cable systems installed in the 1960s and early 1970s are now experiencing failures, and many are being replaced. These failures are causing problems for utilities, which must locate the faults. There are many fault location techniques at the disposal of utilities. There is a need for improving the speed of locating a fault, reducing the need for skilled operators, eliminating damage to the cable by the fault location equipment itself, and lowering equipment cost. Conductor short circuit to ground. Conductor to Conductor short circuit. Degraded insulation resistance. Open circuit. Cable fault can be categorized into three main types :Open conductor faults, shorted faults and high impedance faults. a) Open-Conductor Faults: -In open-conductor fault, the conductor of a cable is completely broken or interrupted at the location of the cable fault. It is possible to have a high resistance shunted fault (to ground) on one or both sides of the faulted conductor‟s location. b) Shorted Faults: - A shorted fault is characterized by a low resistance continuity path to ground (shunted fault). c) High-Impedance Faults: - A high-impedance fault contains a resistive path to ground (shunted fault) that is large in comparison to the cable‟s surge impedance. 229 International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 5, May 2013) III. SIMULATION MODEL AND RESULT OF CABLE USING PSCAD FOR GROUNDED AND UNGROUNDED SYSTEMS This is the waveform of Fault current,here fault current is zero because there is no fault in the circuit. Main : Graphs Grounded System Ifa 2.00 1) Under normal condition:Here Three Phase 220 kV,50 Hz supply is given to the Three phase Two winding Transformer through Bus Bar and Three Phase Grounded system supplying the load through cable. Ifb Ifc 1.50 Fault Current (kA) 1.00 0.50 0.00 -0.50 -1.00 -1.50 -2.00 Time S 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.4. - Fault current during normal condition. 2) Under Faulty Condition:Here Three Phase supply is given to the Three Phase two winding Transformer through 220 kV Bus Bar and Three Phase Grounded System Supplying the Load Through cable during Faulty Condition. Fig. 1. Simulation Test Model of Three phase grounded system supplying the load through cable during Normal Condition. Fault Analysis:In This Source side graph, fault is not present so there is no distortion in waveform. Fig.5. Simulation test model of Three Phase Grounded System supplying the Load through cable during faulty condition. Main : Graphs 30 Vsource_a Vsource_b Vsource_c 20 a) Single line to ground fault at distance 0.5km of 3km three phase cable, applied at 0.2 second for duration 0.05 second (fault resistance is very low 0.01 ohm) Here, phase „a‟ to ground fault is shown in fig. voltage sag in phase „a‟ is present. Voltage (kV) 10 0 -10 -20 -30 Time S 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Main : Graphs 30 Vsource_a Vsource_b Vsource_c Fig.2 Source side three phase voltage graphs during normal condition. 20 In Load side graph is same as source side voltage graph because there is no fault. Voltage (kV) 10 Main : Graphs 30 Vload_a Vload_b Vload_c 0 -10 -20 20 -30 Voltage (kV) 10 Time S 0.10 0.20 0.30 0.40 0.50 -10 Fig.6. Source side voltage graph during single line to ground fault -20 Here, Voltage of Phase „a‟ is zero due to single line to ground fault. -30 Time S 0.00 0 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.3. Load side three phase voltage graph during normal condition. 230 ... ... ... International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 5, May 2013) Main : Graphs Vload_a Main : Graphs Vload_b Vload_c 30 20 20 10 10 Voltage (kV) Voltage (kV) 30 0 -10 Vload_b Vload_c 0 -10 -20 -20 -30 Time S Vload_a 0.00 0.10 0.20 0.30 0.40 0.50 -30 ... ... ... Time S Fig.7. Load side voltage graph during single line to ground fault 0.00 0.10 0.20 0.30 0.40 0.50 Fig.10. Load side voltage graph during double line to ground fault. Here distortion in waveform is present due to single line to ground fault and fault current in phase „a‟ increases due to low value of resistance. Here, Fault Current in Phase „a‟ and Phase „b‟ shown in fig.11 Main : Graphs Main : Graphs 7.0 Ifa Ifb 8.0 Ifc Ifb Ifc 6.0 6.0 5.0 4.0 Fault Current (kA) 4.0 Fault Current (kA) Ifa 3.0 2.0 1.0 0.0 -1.0 2.0 0.0 -2.0 -2.0 -4.0 -3.0 -6.0 -4.0 Time S 0.00 0.10 0.20 0.30 0.40 0.50 Time S ... ... ... 0.00 0.30 0.40 ... ... ... 0.50 c) Three phase to ground fault at distance 0.5km of 3km three phase cable, applied at 0.2 second for duration 0.05 second (fault resistance is very low 0.01 ohm) Here, Phase „a‟, Phase „b‟ and Phase „c‟ to ground fault is present. b) Double line to ground fault at distance 0.5km of 3km three phase cable, applied at 0.2 second for duration 0.05 second (fault resistance is very low 0.01 ohm) Here Phase „a‟ and Phase „b‟ to ground fault is present. Main : Graphs Main : Graphs 30 0.20 Fig.11. fault current during double line to ground fault Fig.8. fault current during single line to ground fault. Vsource_a 0.10 Vsource_b 30 Vsource_c Vsource_a Vsource_b Vsource_c 20 20 Voltage (kV) 10 Voltage (kV) 10 0 -10 -30 Time S -30 0.00 -10 -20 -20 Time S 0 0.10 0.20 0.30 0.40 0.50 ... ... ... 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig. 12. Source side voltage graph during three phase to ground fault Fig.9. Source side voltage graph during double line to ground fault Here Voltage of Phase „a‟, Phase „b‟ and Phase ‟c‟ is zero due to three phase to ground fault. Here, Voltage of Phase „a‟ and Phase „b‟ is zero due to double line to ground fault. 231 ... ... ... International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 5, May 2013) Main : Graphs Main : Graphs Vload_a Vload_b Vload_c 20 20 10 10 0 -10 Vload_b -10 -20 -30 -30 0.00 0.10 0.20 0.30 0.40 ... ... ... 0.50 Time S Fig .13. Load side voltage graph during three phase to ground fault. 0.00 0.10 0.40 0.50 ... ... ... Main : Graphs Ifb Ifc Ifa 2.00 6.0 1.50 4.0 1.00 Fault Current (kA) Fault Current (kA) 0.30 Here, Fault current is zero because single line to open fault. Main : Graphs Ifa 0.20 Fig. 16. Load side voltage graph during single line to open fault. Here, Fault current in Phase „a‟, Phase „b‟ and Phase „c‟ is shown in fig14. 8.0 Vload_c 0 -20 Time S Vload_a 30 Voltage (kV) Voltage (kV) 30 2.0 0.0 -2.0 -4.0 Ifb Ifc 0.50 0.00 -0.50 -1.00 -1.50 -6.0 Time S 0.00 0.10 0.20 0.30 0.40 -2.00 ... ... ... 0.50 Time S Fig.14. Fault current during three phase to ground fault. Vsource_b 0.30 0.40 0.50 1) Under normal condition:Here, Three Phase 220 kV, 50 Hz supply is given to the Three phase Two winding Transformer through Bus Bar and Three Phase Ungrounded system supplying the load through cable. Vsource_c 20 10 Voltage (kV) 0.20 Ungrounded System Main : Graphs Vsource_a 0.10 Fig.17.Fault current during single line to open fault d) Single line open fault at distance 0.5km of 3km three phase cable, applied at 0.2 second. Here, Phase „a‟ to open fault is shown in fig.15 30 0.00 0 -10 -20 -30 Time S 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.15. Source side voltage graph during single line to open fault. Fig.18 Simulation Test model for ungrounded cable system during normal condition. Fault Analysis In this Source side voltage graph fault is not present so there are no distortion in waveform. Here, Voltage of Phase „a‟ is zero due to single line to open fault. 232 ... ... ... International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 5, May 2013) Main : Graphs 30 Vsource_a Vsource_b Vsource_c 20 Voltage (kV) 10 0 Fig.22. Simulation Test model for ungrounded system during faulty condition -10 -20 a) Ungrounded system, Single line to ground fault at distance 0.5km of 3km three phase cable, applied at 0.2 second for duration 0.05 second (fault resistance is very low 0.01 ohm) Here, Phase „a‟ to ground fault for ungrounded system is shown in fig.23 -30 Time S 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.19. Source side voltage graph during normal condition. Here, Load side voltage graph is same as Source side voltage graph because there is no fault in circuit. Main : Graphs Main : Graphs 30 Vload_a Vsource_a 50 Vload_b Vload_c Vsource_b Vsource_c 40 30 20 Voltage (kV) 20 Voltage (kV) 10 0 10 0 -10 -20 -30 -10 -40 -50 -20 Time S 0.00 0.10 0.20 0.30 0.40 0.50 -30 Time S 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.23. source side voltage graph during single line to ground fault. Here, Voltage of Phase „a‟ is zero due to single line to ground fault. Fig.20. Load side voltge graph during normal condition. Here, Fault current is zero because there is fault is not present. Main : Graphs 50 Main : Graphs 2.00 Ifa Vload_a Vload_b Vload_c 40 Ifb Ifc 30 20 Voltage (kV) 1.50 1.00 Fault Current (kA) ... ... ... 0.50 0.00 10 0 -10 -20 -30 -0.50 -40 -1.00 -50 Time S -1.50 0.00 0.10 0.20 0.30 0.40 0.50 -2.00 Time S 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.24. Load side voltage graph during single line to ground fault. Here, Phase „a‟ to ground fault current is shown in fig.25. Fig.21. fault current during normal condition. 2) Under Faulty Condition:Here Three Phase supply is given to the Three Phase two winding Transformer through 220 kV Bus Bar and Three Phase Ungrounded System Supplying the Load Through cable during Faulty Condition. 233 ... ... ... International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 5, May 2013) Main : Graphs Ifa 2.00 Main : Graphs Ifb Ifc 6.0 1.50 Ifb Ifc 4.0 Fault Current (kA) 1.00 Fault Current (kA) Ifa 0.50 0.00 -0.50 -1.00 2.0 0.0 -2.0 -4.0 -1.50 -6.0 -2.00 Time S Time S 0.00 0.10 0.20 0.30 0.40 ... ... ... 0.50 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.28. Fault current during double line to ground fault. Fig.25. Fault current during single line to ground fault c) Ungrounded system, three phase to ground fault at distance 0.5km of 3km three phase cable, applied at 0.2 second for duration 0.05 second (fault resistance is very low 0.01 ohm) Here, Phase‟a‟, Phase‟b‟ and Phase „c‟ to ground fault are shown in fig.29 and Phases of Phase „a‟, Phase „b‟ and Phase „c‟ are opposite due to Ungrounded system. b) Ungrounded system, Double line to ground fault at distance 0.5km of 3km three phase cable, applied at 0.2 second for duration 0.05 second (fault resistance is very low 0.01 ohm) Here, Phase „a‟ ,Phase „b‟ to ground fault is shown in fig. and phase of phase „a‟ and phase „b‟ are opposite due to Ungrounded system. Main : Graphs Main : Graphs Vsource_a 50 Vsource_b 40 Vsource_c Vsource_b Vsource_c 30 40 30 20 Voltage (kV) 20 Voltage (kV) Vsource_a 10 0 -10 10 0 -10 -20 -20 -30 -30 -40 Time S -50 Time S 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.26. source side voltage graph during double line to ground fault. Vload_c 0.40 ... ... ... 0.50 Vload_a Vload_b Vload_c 30 40 20 Voltage (kV) 30 20 Voltage (kV) 0.30 Main : Graphs 40 Vload_b 0.20 Fig.29. source side voltage graph during three phases to ground fault. Main : Graphs Vload_a 0.10 Here, Phase ‟a‟, Phase ‟b‟ and Phase „c‟ voltage are zero due to three phase to ground fault. Here, Voltage of Phase „a‟ and Phase „b‟ are zero due to double line to ground fault. 50 0.00 10 0 -10 10 0 -10 -20 -20 -30 -30 -40 -40 Time S -50 Time S 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.27. Load side voltage graph during double line to ground fault. 0.00 0.10 0.20 0.30 0.40 0.50 ... ... ... Fig.30. Load side voltage graph during three phase to ground fault Here, Fault current of Three Phase to ground fault is shown in fig.31 Here, Fault Current in Phase ‟a‟ and Phase „b‟ are shown in fig.28 234 International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 5, May 2013) Main : Graphs Ifa 6.0 Ifb 2) Charging current Method :- For Open Conductor Fault charging current Method is used in which a.c. voltage is applied between conductor and sheath of the faulty cable and determine the charging current I1 and rationed to the charging current of Un faulted cable I2 to determine the distance to fault in cable by formula. Ifc 4.0 Fault Current (kA) 2.0 0.0 -2.0 -4.0 -6.0 Ica B1 -8.0 0.00 0.10 0.20 0.30 0.40 ... ... ... 0.50 C XLPE C1 XLPE XLPE C1 S1 S1 Timed Breaker Logic Closed@t0 C XLPE2 R=0 B1 C1 XLPE2 Ica XLPE2 C1 S1 S1 0.01 [ohm] Fig.31.Fault current during three phase to ground fault Main : Graphs cable Length charging current (km) (amp) 3.0km 0.0112597 1.0km 0.0044933 1.5km 0.00618416 2.0km 0.00787658 2.5km 0.00956119 IV. SIMULATION MODEL AND RESULT OF TEST METHODS ON CABLE Charging Current 0.0150 calculated cable (km) 3.0 1.197 1.64 2.09 2.54 0.0100 Charging Current Time S 0.0050 0.0000 -0.0050 -0.0100 Terminal Fault Location Methods:- -0.0150 Time S 1) Murray Loop: Murray loop test method is based on the principal of Wheatstone bridge technique, which is used a resistive bridge to determine the fault Location of cable. In the bridge, two variable resistors that are adjusted until the galvanometer G indicate null. Under this condition the bridge is balanced and the by the use of formula of distance to fault is used for fault Location in cable. This Method is valid for shorted, High impedance (shunt) fault and phase to phase fault on cable. Ea Eb Vab Ea Eb Ea1 Main ... Cable1 C1 0.00991753 V 0.50177899991 [ohm] Main ... C1 C Cable2 Cable2 Ia b Eb Ia C1 Cable1 Ea1 C1 Ea2 C Cable1 S1 Eab 20.0 Ea2 Main : Controls Main ... Eab Ea1 Ea2 Ia 5.62716 5.58643 0.040723 0.05 11.9513 Main : Graphs Cable2 S1 C Cable2 Ea2 15.0 0.05 [ohm] R=0 Ea1 Ea1 11.9612 C1 Applied Volt... 10.0 5.0 0.0 calculated fault distance -5.0 1.0km = d = 0.99126km 0.5km = d = 1.899km 1.5km = d = 1.499997km 2.0km = d= 2.0087km 2.99 km d = 2.968km Cable1 C1 S1 Cable2 S1 C1 distance to fault = (Ea2/Eab)*length of cable d = (3.11935/ 9.44054)* 3km d = 0.99126km y 24 0.50 Ea2 Ea2 14.7935 0.40 Eab C Cable1 0.23888879999 [ohm] Ea Vab 14.8034 0.30 Main : Controls Ea1 C1 Cable1 Cable2 0.20 3) Voltage Drop Ratio Method:- For shorted and High impedance(shunt) Fault and phase to phase to ground fault, voltage drop ratio method is used in which a constant d.c. current is applied to the faulted phase and to the Unfaulted phase with a jumper at the end of the cable.voltmeter is connected at faulted phase to ground or faulted phase to faulted phase, then two voltages can be determined and fault is locate by using formula. Galvanometer a 0.10 Fig.33. Simulation Model of charging current method for distance Location of Faulty cable. Ea2 Ea1 V Main : Controls 0.00 -10.0 -15.0 -20.0 0 10 20 30 40 50 ... ... ... Fig.34. Simulation Model of voltage drop ratio for distance Location of Faulty cable. Fig.32. Simulation model of Murray loop test method for distance Location of faulty cable. 235 ... ... ... International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 5, May 2013) 3) Result of Voltage drop ratio method V. RESULT AND CONCLUSION Table3 Comparison between Actual and Calculated distance to fault in Voltage drop ratio Method 1) Result of Murray Loop Test Method. Table 1. Comparison between Actual and Calculated distance to fault in Murray Loop Test Method. S.NO. Actual distance to fault in (km) P (ohm) Q(ohm) S.NO. Actual distance to fault in (km) 1. 1.0 9.4153 9.44054 0.99126 2. 1.3 9.3398 9.44054 1.3346 3. 1.5 8.49019 9.44054 1.499957 4. 1.7 7.93949 9.44054 1.698 5. 2.0 7.2308 9.44054 2.0087 6. 2.3 6.321119 9.44054 2.2978 7. 2.5 5.343345 9.44054 2.523 8. 2.7 2.76324 9.44054 2.698 9. 2.9 4.199 9.44054 2.968 10. 3.0 3.11935 9.44054 2.992 Calculated distance to fault in (km) 1. 1.0 0.41034 0.22517 1.0629 2. 1.3 0.38380 0.2735 1.2482 3. 1.5 0.3086 0.3586 1.6124 4. 1.7 0.2365 0.3293 1.746 5. 2.0 0.19335 0.3567 1.94545 6. 2.3 0.122413 0.43165 2.3379 7. 2.5 0.09972 0.46186 2.467288 8. 2.7 0.045811 0.4353 2.7143 9. 2.9 0.017299 0.50048 2.899 10. 3.0 0.0016781 0.50475 2.99 2) Result of Charging Current Method Ea2 Eab Calculated distance to fault in (km) VI. CONCLUSION The simulation results show that the proposed method responds very well insensitive to fault type, fault Distance and system configuration. For the problem under consideration PSCAD simulation has been successfully applied. Therefore different types of fault analysis and fault location easily possible. Applied simulation methods are practically possible in field. Development for a wide range of cable length will be made in the further work in terms of safety and compact size for field measurements. Here different methods are used for different types of fault Location. Table2 Comparison between Actual and Calculated distance to fault in Charging Current Method S.NO. Actual distance to fault in (km) Charging Current Calculated distance to fault in (km) 1. 1.0 0.0044933 1.197 2. 1.3 0.0055 1.4 3. 1.5 0.00618416 1.64 4. 1.7 0.00686127 1.80 5. 2.0 0.00787658 2.09 6. 2.3 0.00889202 2.369 7. 2.5 0.00956119 2.54 8. 2.7 0.102406 2.728 9. 2.9 0.0109194 2.909 10. 3.0 0.0112597 3.0 REFERENCES [1] [2] [3] [4] 236 Hilary Marazzato, Ken Barber, Mark Jansen, Graeme Barnewall,“ Cable Condition Monitoring to Improve Reliability”, Asia pacific,2004. M.Villaran and R.Lofaro “Essential Elements of an Electric Cable Condition Monitoring Program”, Brookhaven National Laboratorry, January 2010. Prof. Nelson chjumba,“High voltage cable insulation systems”,2008. Matthias Boltze, Sacha,Michel Marklous, “On Line Partial Discharge Monitoring & Diagnosis at Power Cables”, Annual International Double Client Conference,2009 . International Journal of Emerging Technology and Advanced Engineering Website: www.ijetae.com (ISSN 2250-2459, ISO 9001:2008 Certified Journal, Volume 3, Issue 5, May 2013) [13] I. Shim, J.J. Soraghan, and W.H. Siew, “Digital signal processing applied to the detection of partial discharge: An overview,” IEEE Electrical Insulation Magazine, vol. 16, no.3, pp. 6-12, 2000. [14] C. M. Wiggins, D. E. Thomas, T. M. Salas, F. S. Nickel, and H. W.Ng, “A novel concept for URD cable fault location,” IEEE Trans.Power Delivery, vol. 9,no. 1, pp. 591–597, January 1995. [15] S. Potivejkul, P. Kerdonfag, S. Jamnian and V. KinnaresN, “Design of a low voltage cable fault detector,” Power Engineering Society Winter Meeting, 2000. IEEE , pp. 724-729 Vol. 1, 2000. [16] E. C. Senger, G.Manassero, Jr., C. Goldemberg, and E. L. Pellini, “Automated fault location system for primary distribution networks,” IEEE Trans. Power Del., vol. 20, no. 2, pt. 2, pp. 1332– 1340, Apr. 2005. [17] M. S. Choi, S. J. Lee, D. S. Lee, and B. G. Jin, “A new fault location algorithm using direct circuit analysis for distribution systems,” IEEE Trans. Power Del., vol. 19, no. 1, pp. 35–41, Jan. 2004. [18] US NRC Generic Letter 2007-01, “Inaccessible or Underground Power Cable Failures That Disable Accident Mitigation Systems or Cause Plant Transients,” U.S. Nuclear Regulatory Commission, February 7, 2007. [5] A. Ngaopitakkul,C.Jettanson,C. Apisit and S.Jaikhan, “ Identification Of Fault Location in Underground Distribution System Using Discrete Wavelet Transform” , IMECS,2010. [6] El Sayed Tag El Din, Mohamed Mamdouh Abdel Aziz “An PMU Double Ended Fault Location Scheme for Aged Power Cables” ,IEEE,2005. [7] F.S. Nickel, T.M. Salas, D.E. Thomas, and C.M. Wiggins, "Advanced Cable Fault Locator“, Final Report, EPRI EL-7451, October 1991, Electric Power Research Institute, Palo Alto, California. [8] P.H. Reynolds, "Cable Fault Location Techniques“, Presented at the Pennsylvania Electric Association Meeting, May, 197 1. [9] E.C. Bascom, D.W. Von Dollen, “ Computerized Underground Cable Fault Location ” , Expertise, IEEE 1994. [10] V. Malathi and N.S. Marimuthu, Multi-class support vector machine approach for fault classification in power transmission line, IEEE International Conference on Sustainable Energy Technologies (ICSET2008), pp. 67-71, 2008. [11] Charles A. Maloney, "Locating Cable Faults", IEEE Transactions on Industry Applications, Volume IA-9, No.4, July-August 1973. [12] W. L. We2.9eks and J.P. Steiner, ”Instrumentation for the detection and loca3.0tion of incipient fault on power cable,‟‟ IEEE Tran. On Power Apparatus and System, Vol. PAS-101, No. 7, July, 1982, pp. 2328-2335. 237
© Copyright 2026 Paperzz