메뉴 건너뛰기




Volumn 63, Issue 11, 2014, Pages 2651-2665

Fault detection and classification in medium voltage dc shipboard power systems with wavelets and artificial neural networks

Author keywords

Artificial neural networks (ANNs); fault detection and classification; medium voltage dc (MVDC) system; wavelet transform (WT) based multiresolution analysis (MRA).

Indexed keywords

FAULT DETECTION AND CLASSIFICATION; MEDIUM-VOLTAGE DC; SHIPBOARD POWER SYSTEM;

EID: 84908031632     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2014.2313035     Document Type: Article
Times cited : (258)

References (55)
  • 1
    • 33750154183 scopus 로고    scopus 로고
    • System reconfiguration on shipboard DC zonal electrical system
    • Jul.
    • M. E. Baran and N. Mahajan, "System reconfiguration on shipboard DC zonal electrical system," in Proc. IEEE, Electric Ship Technol. Symp., Jul. 2005, pp. 86-92.
    • (2005) Proc IEEE, Electric Ship Technol. Symp. , pp. 86-92
    • Baran, M.E.1    Mahajan, N.2
  • 3
    • 32144453303 scopus 로고    scopus 로고
    • Power electronics and future marine electrical systems
    • Jan.
    • T. Ericsen, N. Hingorani, and Y. Khersonsky, "Power electronics and future marine electrical systems," IEEE Trans. Ind. Appl., vol. 4, no. 1, pp. 155-163, Jan. 2006.
    • (2006) IEEE Trans. Ind. Appl. , vol.4 , Issue.1 , pp. 155-163
    • Ericsen, T.1    Hingorani, N.2    Khersonsky, Y.3
  • 4
    • 67349216678 scopus 로고    scopus 로고
    • VSC-based HVDC power transmission systems: An overview
    • Mar.
    • N. Flourentzou, V. G. Agelidis, and G. D. Demetriades, "VSC-based HVDC power transmission systems: An overview," IEEE Trans. Power Electron., vol. 24, no. 3, pp. 592-602, Mar. 2009.
    • (2009) IEEE Trans. Power Electron. , vol.24 , Issue.3 , pp. 592-602
    • Flourentzou, N.1    Agelidis, V.G.2    Demetriades, G.D.3
  • 6
    • 78650164072 scopus 로고    scopus 로고
    • Fault location in a zonal DC marine power system using active impedance estimation
    • Sep.
    • E. Christopher, M. Sumner, D. Thomas, X. Wang, and F. de Wildt, "Fault location in a zonal DC marine power system using active impedance estimation," in Proc. IEEE ECCE, Sep. 2010, pp. 3050-3054.
    • (2010) Proc IEEE ECCE , pp. 3050-3054
    • Christopher, E.1    Sumner, M.2    Thomas, D.3    Wang, X.4    De Wildt, F.5
  • 8
    • 0034515369 scopus 로고    scopus 로고
    • Fault detection in DC distributed power systems based on impedance characteristics of modules
    • Oct.
    • X. Feng, Z. Ye, C. Liu, R. Zhang, F. C. Lee, and D. Boroyevich, "Fault detection in DC distributed power systems based on impedance characteristics of modules," in Proc. IEEE Ind. Appl. Conf., Oct. 2000, pp. 2455-2462.
    • (2000) Proc IEEE Ind. Appl. Conf. , pp. 2455-2462
    • Feng, X.1    Ye, Z.2    Liu, C.3    Zhang, R.4    Lee, F.C.5    Boroyevich, D.6
  • 9
    • 14544269969 scopus 로고    scopus 로고
    • Fault location using the high frequency travelling waves measured at a single location on a transmission line
    • M. Aurangzeb, P. A. Crossley, and P. Gale, "Fault location using the high frequency travelling waves measured at a single location on a transmission line," in Proc. 7th Int. Conf. Develop. Power Syst. Protection, 2001, pp. 403-406.
    • (2001) Proc. 7th Int. Conf. Develop. Power Syst. Protection , pp. 403-406
    • Aurangzeb, M.1    Crossley, P.A.2    Gale, P.3
  • 11
    • 0032623739 scopus 로고    scopus 로고
    • Accurate fault location technique for distribution system using fault-generated high-frequency transient voltage signals
    • Jan.
    • Z. Q. Bo, G. Weller, and M. A. Redfern, "Accurate fault location technique for distribution system using fault-generated high-frequency transient voltage signals," IEEE Generat. Transmiss. Distrib. Proc. C, vol. 146, no. 1, pp. 73-79, Jan. 1999.
    • (1999) IEEE Generat. Transmiss. Distrib. Proc. C , vol.146 , Issue.1 , pp. 73-79
    • Bo, Z.Q.1    Weller, G.2    Redfern, M.A.3
  • 12
    • 80053619953 scopus 로고    scopus 로고
    • ANN-based fault classification and location in MVDC shipboard power systems
    • N. K. Chanda and Y. Fu, "ANN-based fault classification and location in MVDC shipboard power systems," in Proc. NAPS, Aug. 2011, pp. 1-7.
    • (2011) Proc. NAPS, Aug. , pp. 1-7
    • Chanda, N.K.1    Fu, Y.2
  • 13
    • 0035333424 scopus 로고    scopus 로고
    • Real-time detection using wavelet transform and neural network of short-circuit faults within a train in DC transit systems
    • May
    • C. S. Chang, S. Kumar, B. Liu, and A. Khambadkone, "Real-time detection using wavelet transform and neural network of short-circuit faults within a train in DC transit systems," IEEE Electric Power Appl. Proc., vol. 148, no. 3, pp. 251-256, May 2001.
    • (2001) IEEE Electric Power Appl. Proc. , vol.148 , Issue.3 , pp. 251-256
    • Chang, C.S.1    Kumar, S.2    Liu, B.3    Khambadkone, A.4
  • 14
    • 0037720078 scopus 로고    scopus 로고
    • Enhancement and laboratory implementation of neural network detection of short circuit faults in DC transit system
    • May
    • C. S. Chang, Z. Xu, and A. Khambadkone, "Enhancement and laboratory implementation of neural network detection of short circuit faults in DC transit system," IEEE Electric Power Appl. Proc., vol. 150, no. 3, pp. 344-350, May 2003.
    • (2003) IEEE Electric Power Appl. Proc. , vol.150 , Issue.3 , pp. 344-350
    • Chang, C.S.1    Xu, Z.2    Khambadkone, A.3
  • 15
    • 34147104446 scopus 로고    scopus 로고
    • Overcurrent protection on voltagesource-converter-based multiterminal DC distribution system
    • Jan.
    • M. E. Barana and N. R. Mahajan, "Overcurrent protection on voltagesource-converter-based multiterminal DC distribution system," IEEE Trans. Power Del., vol. 22, no. 1, pp. 406-412, Jan. 2007.
    • (2007) IEEE Trans. Power Del. , vol.22 , Issue.1 , pp. 406-412
    • Barana, M.E.1    Mahajan, N.R.2
  • 16
    • 44449094998 scopus 로고    scopus 로고
    • Locating and isolating DC faults in multiterminal DC systems
    • Jul.
    • L. Tang and B.-T. Ooi, "Locating and isolating DC faults in multiterminal DC systems," IEEE Trans. Power Del., vol. 22, no. 3, pp. 1877-1884, Jul. 2007.
    • (2007) IEEETrans. Power Del. , vol.22 , Issue.3 , pp. 1877-1884
    • Tang, L.1    Ooi, B.-T.2
  • 17
    • 33646518977 scopus 로고    scopus 로고
    • Arc fault detection scheme for 42-V automotive DC networks using current shunt
    • May
    • M. Naidu, T. J. Schoepf, and S. Gopalakrishnan, "Arc fault detection scheme for 42-V automotive DC networks using current shunt," IEEE Trans. Power Electron., vol. 21, no. 3, pp. 633-639, May 2006.
    • (2006) IEEE Trans. Power Electron. , vol.21 , Issue.3 , pp. 633-639
    • Naidu, M.1    Schoepf, T.J.2    Gopalakrishnan, S.3
  • 18
    • 34147111423 scopus 로고    scopus 로고
    • Transmission line boundary protection using wavelet transform and neural network
    • Apr.
    • N. Zhang and M. Kezunovic, "Transmission line boundary protection using wavelet transform and neural network," IEEE Trans. Power Del., vol. 22, no. 2, pp. 859-869, Apr. 2007.
    • (2007) IEEE Trans. Power Del. , vol.22 , Issue.2 , pp. 859-869
    • Zhang, N.1    Kezunovic, M.2
  • 19
    • 27844610815 scopus 로고    scopus 로고
    • A hybrid algorithm for high speed transmission line protection
    • Oct.
    • 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.
    • (2005) IEEE Trans. Power Del. , vol.20 , Issue.4 , pp. 2422-2428
    • Pathirana, V.1    McLaren, P.G.2
  • 20
    • 0034289948 scopus 로고    scopus 로고
    • Time-frequency and time-scale domain analysis of voltage disturbances
    • Oct.
    • Y. H. Gu and M. H. J. Bollen, "Time-frequency and time-scale domain analysis of voltage disturbances," IEEE Trans. Power Del., vol. 15, no. 4, pp. 1279-1284, Oct. 2000.
    • (2000) IEEE Trans. Power Del. , vol.15 , Issue.4 , pp. 1279-1284
    • Gu, Y.H.1    Bollen, M.H.J.2
  • 22
    • 77950863635 scopus 로고    scopus 로고
    • Wavelet-based feature extraction and selection for classification of power system disturbances using support vector machines
    • Jul.
    • H. Eristi, A. Ucar, and Y. Demir, "Wavelet-based feature extraction and selection for classification of power system disturbances using support vector machines," Electr. Power Syst. Res., vol. 80, no. 7, pp. 743-752, Jul. 2010.
    • (2010) Electr. Power Syst. Res. , vol.80 , Issue.7 , pp. 743-752
    • Eristi, H.1    Ucar, A.2    Demir, Y.3
  • 24
    • 0036529564 scopus 로고    scopus 로고
    • Artificial intelligence and advanced mathematical tools for power quality applications: A survey
    • Apr.
    • W. R. A. Ibrahima and M. M. Morcos, "Artificial intelligence and advanced mathematical tools for power quality applications: A survey," IEEE Trans. Power Del., vol. 17, no. 2, pp. 668-673, Apr. 2002.
    • (2002) IEEE Trans. Power Del. , vol.17 , Issue.2 , pp. 668-673
    • Ibrahima, W.R.A.1    Morcos, M.M.2
  • 25
    • 49649091426 scopus 로고    scopus 로고
    • Classification of electrical disturbances in real time using neural networks
    • Jul.
    • I. Monedero, C. Leon, J. Ropero, A. Garcia, J. M. Elena, and J. C. Montano, "Classification of electrical disturbances in real time using neural networks," IEEE Trans. Power Del., vol. 22, no. 3, pp. 1288-1296, Jul. 2007.
    • (2007) IEEE Trans. Power Del. , vol.22 , Issue.3 , pp. 1288-1296
    • Monedero, I.1    Leon, C.2    Ropero, J.3    Garcia, A.4    Elena, J.M.5    Montano, J.C.6
  • 26
    • 67649604414 scopus 로고    scopus 로고
    • Online detection of broken rotor bars in induction motors by wavelet packet decomposition and artificial neural networks
    • Jul.
    • A. Sadeghian, Z. Ye, and B. Wu, "Online detection of broken rotor bars in induction motors by wavelet packet decomposition and artificial neural networks," IEEE Trans. Instrum. Meas., vol. 58, no. 7, pp. 2253-2263, Jul. 2009.
    • (2009) IEEE Trans. Instrum. Meas. , vol.58 , Issue.7 , pp. 2253-2263
    • Sadeghian, A.1    Ye, Z.2    Wu, B.3
  • 27
    • 84864196450 scopus 로고    scopus 로고
    • Wavelet based method for fault detection in medium voltage DC shipboard power systems
    • W. Li, M. Lio, A. Monti, and F. Ponci, "Wavelet based method for fault detection in medium voltage DC shipboard power systems," in Proc. IEEE I2MTC, May 2012, pp. 2155-2160.
    • (2012) Proc IEEE I2MTC, May , pp. 2155-2160
    • Li, W.1    Lio, M.2    Monti, A.3    Ponci, F.4
  • 29
    • 80054942465 scopus 로고    scopus 로고
    • Real time simulation and hardware in the loop as enablers for sustainable energy solutions
    • Jun.
    • A. Monti, F. Ponci, and A. Benigni, "Real time simulation and hardware in the loop as enablers for sustainable energy solutions," in Proc. ICCEP, Jun. 2011, pp. 21-27.
    • (2011) Proc. ICCEP , pp. 21-27
    • Monti, A.1    Ponci, F.2    Benigni, A.3
  • 30
    • 84908050760 scopus 로고    scopus 로고
    • Jan. 18 NI LabVIEW [Online] Available
    • National Instruments, Austin, TX, USA. (2012, Jan. 18). NI LabVIEW [Online] Available: http://www.ni.com/products/
    • (2012) National Instruments Austin TX USA.
  • 31
    • 80051805116 scopus 로고    scopus 로고
    • Design of smart MVDC power grid protection
    • Sep.
    • H. Li, W. Li, M. Luo, A. Monti, and F. Ponci, "Design of smart MVDC power grid protection," IEEE Trans. Instrum. Meas., vol. 60, no. 9, pp. 3035-3046, Sep. 2011.
    • (2011) IEEE Trans. Instrum. Meas. , vol.60 , Issue.9 , pp. 3035-3046
    • Li, H.1    Li, W.2    Luo, M.3    Monti, A.4    Ponci, F.5
  • 32
    • 84908050759 scopus 로고    scopus 로고
    • M.S. thesis, Dept. Electr. Eng. Inf. Technol., RWTH Aachen Univ., Aachen, Germany Sep.
    • H. Xin, "Modeling and control of the multi-terminal MVDC system," M.S. thesis, Dept. Electr. Eng. Inf. Technol., RWTH Aachen Univ., Aachen, Germany, Sep. 2012.
    • (2012) Modeling and Control of the Multi-terminal MVDC System
    • Xin, H.1
  • 33
    • 84866659146 scopus 로고    scopus 로고
    • Generation control system for improving design and stability of medium-voltage DC power systems on ships
    • Sep.
    • V. Arcidiacono, A. Monti, and G. Sulligoi, "Generation control system for improving design and stability of medium-voltage DC power systems on ships," IET Electr. Syst. Transp., vol. 2, no. 3, pp. 158-167, Sep. 2012.
    • (2012) IET Electr. Syst. Transp. , vol.2 , Issue.3 , pp. 158-167
    • Arcidiacono, V.1    Monti, A.2    Sulligoi, G.3
  • 34
    • 80051815098 scopus 로고    scopus 로고
    • Integrated simulation with VTB and OPNET for networked control and protection in power systems
    • Jul.
    • W. Li and A. Monti, "Integrated simulation with VTB and OPNET for networked control and protection in power systems," in Proc. IMSC SummerSim, Symp. GCMS, Jul. 2010, pp. 386-391.
    • (2010) Proc. IMSC SummerSim, Symp. GCMS , pp. 386-391
    • Li, W.1    Monti, A.2
  • 35
    • 79952945175 scopus 로고    scopus 로고
    • Ground fault location testing of a noise-pattern-based approach on an ungrounded DC system
    • Mar.
    • Y. Pan, M. Steurer, and T. L. Baldwin, "Ground fault location testing of a noise-pattern-based approach on an ungrounded DC system," IEEE Trans. Ind. Appl., vol. 47, no. 2, pp. 996-1002, Mar. 2011.
    • (2011) IEEE Trans. Ind. Appl. , vol.47 , Issue.2 , pp. 996-1002
    • Pan, Y.1    Steurer, M.2    Baldwin, T.L.3
  • 36
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • Jul.
    • S. Mallat, "A theory for multiresolution signal decomposition: The wavelet representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, no. 7, pp. 674-693, Jul. 1989.
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell. , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.1
  • 37
    • 0031176903 scopus 로고    scopus 로고
    • Power quality disturbance data compression using wavelet transform methods
    • Jul.
    • S. Santoso, E. J. Powers, and W. M. Grady, "Power quality disturbance data compression using wavelet transform methods," IEEE Trans. Power Del., vol. 12, no. 3, pp. 1250-1257, Jul. 1997.
    • (1997) IEEE Trans. Power Del. , vol.12 , Issue.3 , pp. 1250-1257
    • Santoso, S.1    Powers, E.J.2    Grady, W.M.3
  • 39
    • 79951951187 scopus 로고    scopus 로고
    • Wavelet-based disturbance analysis for power system wide-area monitoring
    • Mar.
    • W. Gao and J. Ning, "Wavelet-based disturbance analysis for power system wide-area monitoring," IEEE Trans. Smart Grid, vol. 2, no. 1, pp. 121-130, Mar. 2011.
    • (2011) IEEE Trans. Smart Grid , vol.2 , Issue.1 , pp. 121-130
    • Gao, W.1    Ning, J.2
  • 40
    • 21844514096 scopus 로고
    • Wavelet spectra compared to Fourier spectra
    • Mar.
    • V. Perrier, T. Philipovitch, and C. Basdevant, "Wavelet spectra compared to Fourier spectra," J. Math. Phys., vol. 36, no. 3, pp. 1506-1519, Mar. 1995.
    • (1995) J. Math. Phys. , vol.36 , Issue.3 , pp. 1506-1519
    • Perrier, V.1    Philipovitch, T.2    Basdevant, C.3
  • 41
    • 0036885191 scopus 로고    scopus 로고
    • Edge detection by scale multiplication in wavelet domain
    • L. Zhang and P. Bao, "Edge detection by scale multiplication in wavelet domain," Pattern Recognit. Lett., vol. 23, no. 14, pp. 1771-1784, 2002.
    • (2002) Pattern Recognit. Lett. , vol.23 , Issue.14 , pp. 1771-1784
    • Zhang, L.1    Bao, P.2
  • 42
    • 33748325766 scopus 로고    scopus 로고
    • Application and optimization of the discrete wavelet transform for the detection of broken rotor bars in induction machines
    • Sep.
    • J. A. Daviu, M. Riera-Guasp, J. Roger-Folch, F. Martínez-Giménez, and A. Peris, "Application and optimization of the discrete wavelet transform for the detection of broken rotor bars in induction machines," Appl. Comput. Harmon. Anal., vol. 21, no. 2, pp. 268-279, Sep. 2006.
    • (2006) Appl. Comput. Harmon. Anal. , vol.21 , Issue.2 , pp. 268-279
    • Daviu, J.A.1    Riera-Guasp, M.2    Roger-Folch, J.3    Martínez-Giménez, F.4    Peris, A.5
  • 43
    • 70350261511 scopus 로고    scopus 로고
    • Recognizing noise-influenced power quality events with integrated feature extraction and neuro-fuzzy network
    • Oct.
    • C.-C. Liao and H.-T. Yang, "Recognizing noise-influenced power quality events with integrated feature extraction and neuro-fuzzy network," IEEE Trans. Power Del., vol. 24, no. 4, pp. 2132-2141, Oct. 2009.
    • (2009) IEEE Trans. Power Del. , vol.24 , Issue.4 , pp. 2132-2141
    • Liao, C.-C.1    Yang, H.-T.2
  • 44
    • 0010066426 scopus 로고    scopus 로고
    • Fault location using traveling waves and wavelet transform
    • Oct.
    • F. H. Magnago and A. Abur, "Fault location using traveling waves and wavelet transform," in Proc. North Amer. Power Symp., Oct. 1997, pp. 1-3.
    • (1997) Proc. North Amer. Power Symp , pp. 1-3
    • Magnago, F.H.1    Abur, A.2
  • 45
    • 0035400295 scopus 로고    scopus 로고
    • A de-noising scheme for enhancing waveletbased power quality monitoring system
    • Jul.
    • H.-T. Yang and C.-C. Liao, "A de-noising scheme for enhancing waveletbased power quality monitoring system," IEEE Trans. Power Del., vol. 16, no. 3, pp. 353-360, Jul. 2001.
    • (2001) IEEE Trans. Power Del. , vol.16 , Issue.3 , pp. 353-360
    • Yang, H.-T.1    Liao, C.-C.2
  • 46
    • 0027584772 scopus 로고
    • On the application and design of artificial neural networks for motor fault detection-Part i
    • Apr.
    • M.-Y. Chow, R. N. Sharpe, and J. C. Hung, "On the application and design of artificial neural networks for motor fault detection-Part I," IEEE Trans. Ind. Electron., vol. 40, no. 2, pp. 181-188, Apr. 1993.
    • (1993) IEEE Trans. Ind. Electron. , vol.40 , Issue.2 , pp. 181-188
    • Chow, M.-Y.1    Sharpe, R.N.2    Hung, J.C.3
  • 48
    • 0023331258 scopus 로고
    • An introduction to computing with neural nets
    • Apr.
    • R. P. Lippmann, "An introduction to computing with neural nets," IEEE ASSP Mag., vol. 4, no. 2, pp. 4-22, Apr. 1987.
    • (1987) IEEE ASSP Mag. , vol.4 , Issue.2 , pp. 4-22
    • Lippmann, R.P.1
  • 51
    • 85008034272 scopus 로고    scopus 로고
    • Development and implementation of a novel fault diagnostic and protection technique for IPM motor drives
    • Jan.
    • M. Khan and M. A. Rahman, "Development and implementation of a novel fault diagnostic and protection technique for IPM motor drives," IEEE Trans. Ind. Electron., vol. 56, no. 1, pp. 85-92, Jan. 2009.
    • (2009) IEEE Trans. Ind. Electron. , vol.56 , Issue.1 , pp. 85-92
    • Khan, M.1    Rahman, M.A.2
  • 52
    • 33644926666 scopus 로고    scopus 로고
    • Classification of partial discharge events in gas-insulated substations using wavelet packet transform and neural network approaches
    • Mar.
    • J. Jin, C. S. Chang, C. Chang, T. Hoshino, M. Hanai, and N. Kobayashi, "Classification of partial discharge events in gas-insulated substations using wavelet packet transform and neural network approaches," IEEE Proc. Sci. Meas. Technol., vol. 153, no. 2, pp. 55-63, Mar. 2006.
    • (2006) IEEE Proc. Sci. Meas. Technol. , vol.153 , Issue.2 , pp. 55-63
    • Jin, J.1    Chang, C.S.2    Chang, C.3    Hoshino, T.4    Hanai, M.5    Kobayashi, N.6
  • 53
    • 34147126957 scopus 로고    scopus 로고
    • Online wavelet transform-based control strategy for UPQC control system
    • Jan.
    • M. Forghani and S. Afsharnia, "Online wavelet transform-based control strategy for UPQC control system," IEEE Trans. Power Del., vol. 22, no. 1, pp. 481-491, Jan. 2007.
    • (2007) IEEE Trans. Power Del. , vol.22 , Issue.1 , pp. 481-491
    • Forghani, M.1    Afsharnia, S.2
  • 54
    • 1942536116 scopus 로고    scopus 로고
    • Combined fuzzy-logic wavelet-based fault classification technique for power system relaying
    • Apr.
    • O. A. S. Youssef, "Combined fuzzy-logic wavelet-based fault classification technique for power system relaying," IEEE Trans. Power Del., vol. 19, no. 2, pp. 582-589, Apr. 2004.
    • (2004) IEEE Trans. Power Del. , vol.19 , Issue.2 , pp. 582-589
    • Youssef, O.A.S.1
  • 55
    • 84655167588 scopus 로고    scopus 로고
    • Development and hardware implementation of a fault transients recognition system
    • Jan.
    • N. Perera and A. D. Rajapakse, "Development and hardware implementation of a fault transients recognition system," IEEE Trans. Power Del., vol. 27, no. 1, pp. 40-52, Jan. 2012.
    • (2012) IEEE Trans. Power Del. , vol.27 , Issue.1 , pp. 40-52
    • Perera, N.1    Rajapakse, A.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.