Harmonic Source Identification in Power Distribution System and Meter Placement using Network Impedance Approach
DOI:
https://doi.org/10.11113/elektrika.v19n2.228Abstract
The growing use of non-linear loads in the electrical systems has made harmonics a serious problem. Harmonic disturbance leads to degradation of power quality by deforming the current or voltage waveforms, thus, necessitating the effective techniques for harmonics detection. The purpose of this study is to propose a method for a single harmonic source identification in power distribution system by implementing a network impedance technique, and optimize the meters allocation by optimum meter placement algorithm (OMPA). The main advantage of this technique is that it results in enhanced accuracy with minimum vulnerability towards deviations in the measurements. Moreover, it minimizes the number of nodes for meter allocations, thereby resulting in economic advantages. To validate the results and effectiveness of the proposed methodology, a standard IEEE 13-Bus industrial network is designed using ETAP software and the algorithm is developed in MATLAB software. The validation of proposed algorithm OMPA is done by comparing its results with Monte Carlo Algorithm (MCA) technique. The results show that without any deviation in the network impedances, OMPA gives 89% accuracy as compared to 75% accuracy of MC. With the deviations in the harmonic impedances, the accuracy of both algorithms is decreased. For the deviation value êº = 1-13 in the harmonic impedances, the overall accuracy of OMPA stays at 75%, while that of MCA drops down to 56%. The developed algorithm OMPA is not only better in performance in harmonics identification with minimum number of meters, but also shows more resistance to the variations in the harmonic impedances as compared to MCA.References
S. K. Jain and S. Singh, "Harmonics estimation in emerging power system: Key issues and challenges," Electric power systems research, vol. 81, no. 9, pp. 1754-1766, 2011.
S. Chattopadhyay, M. Mitra, and S. Sengupta, "Electric power quality," in Electric Power Quality: Springer, 2011, pp. 5-12.
J. Das, Power system analysis: short-circuit load flow and harmonics. CRC press, 2017.
M. Farhoodnea, A. Mohamed, and H. Shareef, "A single point measurement method for evaluating harmonic contributions of utility and customer in power distribution systems," Journal of Applied Sciences, vol. 11, no. 2, pp. 257-265, 2011.
M. E. Balci and M. H. Hocaoglu, "On the validity of harmonic source detection methods and indices," in Proceedings of 14th International Conference on Harmonics and Quality of Power-ICHQP 2010, 2010, pp. 1-5: IEEE.
H. Ma and A. A. Girgis, "Identification and tracking of harmonic sources in a power system using a Kalman filter," IEEE Transactions on Power Delivery, vol. 11, no. 3, pp. 1659-1665, 1996.
R. Singh and A. Singh, "Aging of distribution transformers due to harmonics," in Proceedings of 14th International Conference on Harmonics and Quality of Power-ICHQP 2010, 2010, pp. 1-8: IEEE.
S. R. Mendis, M. Bishop, J. McCall, and W. Hurst, "Overcurrent protection of capacitors applied on industrial distribution systems," IEEE transactions on industry applications, vol. 29, no. 3, pp. 541-547, 1993.
G. D'Antona, C. Muscas, and S. Sulis, "State estimation for the localization of harmonic sources in electric distribution systems," IEEE Transactions on instrumentation and measurement, vol. 58, no. 5, pp. 1462-1470, 2009.
H. E. Mazin, W. Xu, and B. Huang, "Determining the harmonic impacts of multiple harmonic-producing loads," in 2011 IEEE Power and Energy Society General Meeting, 2011, pp. 1-9: IEEE.
E. Gursoy, "Independent component analysis for harmonic source identification in electric power systems," 2007.
A. Olatoke, "Investigations of power quality problems in modern buildings," Brunel University School of Engineering and Design PhD Theses, 2011.
J. Arrillaga and N. R. Watson, Power system harmonics. John Wiley & Sons, 2004.
S. Ashok and S. Thiruvengadom, "Harmonics in distribution system of an educational institution," in Power Quality'98, 1998, pp. 145-150: IEEE.
F. Safargholi, K. Malekian, and W. Schufft, "On the Dominant Harmonic Source Identification—Part II: Application and Interpretation of Methods," IEEE Transactions on Power Delivery, vol. 33, no. 3, pp. 1278-1287, 2017.
M. W. Kyaw, "Power Quality Improvement, Load Balancing," Power, vol. 3, no. 5, 2019.
S. Mekhamer, A. Abdelaziz, and S. Ismael, "Design practices in harmonic analysis studies applied to industrial electrical power systems," Engineering, Technology & Applied Science Research, vol. 3, no. 4, pp. 467-472, 2013.
I. T. Force, "Example of simple harmonic calculations on a two bus system," p. 11.
Downloads
Published
How to Cite
Issue
Section
License
Copyright of articles that appear in Elektrika belongs exclusively to Penerbit Universiti Teknologi Malaysia (Penerbit UTM Press). This copyright covers the rights to reproduce the article, including reprints, electronic reproductions, or any other reproductions of similar nature.