Investigation of UPQC Performance Using PI and ANN Controller
DOI:
https://doi.org/10.53555/nnmce.v2i4.329Keywords:
Power Quality (PQ), unified power quality conditioner (UPQC), Artificial intelligence (AI), rtificial neural network (ANN), proportional integral (PI), VSIAbstract
Power Quality in electrical networks is one of the most concerned areas of preset electrical power systems. Unified Power Quality Conditioner (UPQC) is the most efficient and effective modern custom power device used in power distribution networks. A reliable control algorithm provides best performance of UPQC and at the same time the switching circuit should have fast response procedures. Artificial neural network (ANN) is considered as a new tool to design control circuitry for power quality (PQ) devices. In this paper, an ANN based controller is designed for the current control of the shunt active power filter, and is trained offline using data from the conventional proportional-integral (PI) controller.Performance of UPQC using PI controller and ANN controller are studied and compared. This performance study is carried out using MATLAB simulations.
References
Kinhal, Vadirajacharya G., Promod Agarwal, and Hari Oam Gupta. "Performance investigation of neural-network-based unified power-quality conditioner." Power Delivery, IEEE Transactions on 26.1 (2011): 431-437.
Fujita, Hideaki, and Hirofumi Akagi. "The unified power quality conditioner: the integration of series and shunt-active filters." Power Electronics, IEEE Transactions on 13.2 (1998): 315-322.
George, Moleykutty. "Artificial intelligence based three-phase unified power quality conditioner." Journal of computer science 3.7 (2007): 465-477
Dinesh, L., S. Srinivasa Rao, and N. Siva Mallikarjuna Rao. "Simulation of Unified Power Quality Conditioner for Power Quality Improvement Using Fuzzy Logic and Neural Networks." Innovative Systems Design and Engineering 3.3 (2012): 36-46.
Zhou, Long-Hua, Qing Fu, and Chang-shu Liu. "Modeling and Control Analysis of a Hybrid Unified Power Quality Conditioner." Power and Energy Engineering Conference, 2009. APPEEC 2009. AsiaPacific. IEEE, 2009.
Kazemi, A., and R. Rezaeipour. "Introducing a new method for UPQC control to solve the power quality problems." Industrial Electronics and Applications, 2008. ICIEA 2008. 3rd IEEE Conference on. IEEE, 2008.
Rao, R. V. D., and Subhransu Sekhar Dash. "Power Quality Enhancement by Unified Power Quality Conditioner Using ANN with Hysteresis Control."International Journal of Computer Applications 6.1 (2010).
Gunther, Erich W., and H. Mebta. "A survey of distribution system power quality-preliminary results." Power Delivery, IEEE Transactions on 10.1 (1995): 322-329.
Grady, W. Mack, Marek J. Samotyj, and Antonio H. Noyola. "Survey of active power line conditioning methodologies." Power Delivery, IEEE Transactions on5.3 (1990): 1536-1542.
Kamran, Farrukh, and Thomas G. Habetler. "Combined deadbeat control of a series-parallel converter combination used as a universal power filter." Power Electronics, IEEE Transactions on 13.1 (1998): 160-168.
Nasiri, A., and A. Emadi. "Different topologies for single-phase unified power quality conditioners." Industry Applications Conference, 2003. 38th IAS Annual Meeting. Conference Record of the. Vol. 2. IEEE, 2003.
Mohammadi, Hamid Reza, Ali Yazdian Varjani, and Hossein Mokhtari. "Multiconverter unified power-quality conditioning system: MC-UPQC." Power Delivery, IEEE Transactions on 24.3 (2009): 1679-1686.
P. Anusha and K. Swarnasri, “A Novel Approach To Compensate Voltage Sag In Three Phase Lines”, International Journal of Electrical and Electronics Engineering Research (IJEEER), Vol. 4, Issue 2, Apr 2014, 229-238.
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