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.
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Terms & Condition
Submission -
Author can submit the manuscript through our online submission process or email us at the designated email id in contact details.
The other mode of submission not accepted than online and email.
Before submission please read the submission guidelines.
NN Publication accepts only article submitted in pdf/doc/docx/rtf file format. Another format except given file formats will no be considered .
Author will be responsible for the error mistakes in the submission files. The minor changes can be done without any cost after publication. But for major changes NN Publication may charges you the editing charges.
Publication (Online) -
The online publication is scheduled on last date of every month, but it can be delayed by 24 to 48 hours due to editorial process if huge number of articles comes to publish in single issue.
Automatic notificatation email will be sent to the all users on publication of an issue, so its author’s duty to check their email inbox or SPAM folder to get this notification.
After publication of article author can not withdraw their article.
If editor’s found any issue after publication of article then the NN Publication have the authority to remove the article from online website.
No refund will be provided after online publication of article.
Publication (Print) -
The print copy publication are sent as per the author’s request after 2 weeks of online publication of that issue.
NN Publication will ship the article by India Post and provide the consignment number on dispatch of print copy.
NN Publication follows all the guidelines of delivery provided by IndiaPost and hence not responsible for delay in delivery due to any kind of reasons.
Refund of hard copy will not be provided after dispatch or print of the journal.
NN Publication will be responsible for raise a complain if there is any issue occurs in delivery, but still will not be responsible for providing the refund.
NN Publication will be responsible to resend the print copy only and only if the print copy is lost or print copy is damaged in delivery / or there is delay more than 6 months.
According to India Post the delivery should be completed with in 1-3 weeks after dispatch of articles.
Privacy Policy-
NN Publicationl uses the email ids of authors and editors and readers for sending editorial or publication notification only, we do not reveal or sell the email ids to any other website or company.
