A power-quality monitoring and assessment system for high-speed railways based on train-network-data center integration
Tóm tắt
In recent years, with the rapid development of high-speed railways (HSRs), power interruptions or disturbances in traction power supply systems have become increasingly dangerous. However, it is often impossible to detect these faults immediately through single-point monitoring or collecting data after accidents. To coordinate the power quality data of both traction power supply systems (TPSSs) and high-speed trains (HSTs), a monitoring and assessing system is proposed to access the power quality issues on HSRs. By integrating train monitoring, traction substation monitoring and data center, this monitoring system not only realizes the real-time monitoring of operational behaviors for both TPSSs and HSTs, but also conducts a comprehensive assessment of operational quality for train-network systems. Based on a large number of monitoring data, the field measurements show that this real-time monitoring system is effective for monitoring and evaluating a traction-network system.
Tài liệu tham khảo
China National Railway Group Co., Ltd. (2020) 2019 Railway Statistical Bulletin. http://www.gov.cn/xinwen/2020-04/30/content_5507767.htm
Zhang Y, Lin Y, Wu D (2015) The research status and development trend of power quality monitoring system. Power Syst Protect Control 43(02):138–147
Wilson X, Yong J (2013) Power disturbance data analysis-new application of power quality monitoring data. Proc CSEE 33(19):93–101
Liang J, Ng SKK, Kendall G, Cheng JWM (2009) Load signature study—Part II: disaggregation framework, simulation, and applications. IEEE Trans Power Deliv 25(2):561–569
Ranade S, Sagi DR, Ellis A (2006) Identifying load inventory from measurements, 2005/2006 IEEE/PES transmission and distribution conference and exhibition. Dallas, TX
Wu L (2006) Research on DSP-based online power quality detection device. Dissertation, Tianjin University (in Chinese)
Dabbs WW, Sabin DO (2004) Representation of IEEE Std 1159.3-2002 PQDIF in extensible markup language (XML). In: IEEE power engineering society general meeting, 2004. Denver, CO
Tsai S-JS, Luo CC (2008) Synchronized power-quality measurement network with LAMP. IEEE Trans Power Deliv 24(1):484–485
Lin S, Li N, Feng D et al (2020) A preventive opportunistic maintenance method for railway traction power supply system based on equipment reliability. Railw Eng Sci 28:199–211
Zhang X (2017) Research on power quality inspection system of vehicle-mounted traction network. Dissertation, Beijing Jiaotong University (in Chinese)
Zheng Z, Hu H, Wang K, He Z (2019) High-speed Railway Energy Management System of Multi-level Coordination. J China Railw Soc 41(04):80–87 (in Chinese)
Huang X, Liao Q, Li Q et al (2020) Power management in co-phase traction power supply system with super capacitor energy storage for electrified railways. Railw Eng Sci 28:85–96
Xu P (2009) Development of the software platform for the recording and analysis system of electrified railway traction load characteristics. Dissertation, Hunan University (in Chinese)
Ji C (2019) The system development and data analysis of traction network voltage quality monitoring. Dissertation, Beijing Jiaotong University (in Chinese)
Harnefors L, Bongiorno M, Lundberg S (2007) Input-admittance calculation and shaping for controlled voltage-source converters. IEEE Trans Ind Electron 54(6):3323–3334
Zhu Y, Huang M, Di J (2005) Research on power telecontrol system based on wide area network. Proc CSEE 7:119–124
S. Elphick, V. Gosbell, V. Smith, S. Perera, P. Ciufo and G. Drury, Methods for harmonic analysis and reporting in future grid applications. IEEE Trans Power Deliv 32(2):989-995
Chen S (2004) Open design of networked power quality monitoring systems. IEEE Trans Instrum Meas 53(2):597–601
Won D, Moon S (2007) Optimal number and locations of power quality monitors considering system topology. IEEE Trans Power Deliv 23(1):288–295
Ren Y et al (2011) Testing system for substation automation system based on IEC61850. In: 2011 International conference on advanced power system automation and protection, Beijing
Premaratne U, Samarabandu J, Sidhu T, Beresh R, Tan J (2010) Security analysis and auditing of IEC61850-based automated substations. IEEE Trans Power Deliv 25(4):2346–2355
Chen Y, Liu D, Xu B (2012) Wide-area traveling wave fault location system based on IEC61850. IEEE Trans Smart Grid 4(2):1207–1215
Sun Z, Sun Z, Wei J (2019) Research on power transformer fault diagnosis based on decision tree support vector machine algorithm. J Electr Eng 14(04):42–45
Sundararajan A, Khan T, Moghadasi A et al (2019) Survey on synchrophasor data quality and cybersecurity challenges, and evaluation of their interdependencies. J Mod Power Syst Clean Energy 7:449–467
Magdy G, Mohamed EA, Shabib G et al (2018) Microgrid dynamic security considering high penetration of renewable energy. Protect Control Mod Power Syst 3(3):236–246