Research Article | OPEN ACCESS
Novel Three-phase Four-wire UPQC Topology Using Adaptive-network-based Fuzzy Inference System for Voltage Sag Compensation
N. Kiruthika Indumathi, R. Padmapriyadharishini and V. Ramakrishnan
Department of EEE, St. Peter’s University, Chennai, Tamil Nadu, India
Research Journal of Applied Sciences, Engineering and Technology 2016 10:1044-1056
Received: September ‎5, ‎2015 | Accepted: September ‎28, ‎2015 | Published: May 15, 2016
Abstract
This Study Proposes the novel four wire UPQC topology for Non-linear load and three-phase fault compensation. The electrical power quality is affected by many factors like harmonic pollution due to non-linear loads such as large thyristor power converters, rectifiers and the voltage/current flickering due to arc furnaces and also the sag and swell creation due to the switching of the loads. To overcome the above mentioned problems use of a combined system of shunt and active series filters like Unified Power Quality Conditioner (UPQC) topology. This device contains the integration of a shunt active filter together with a series active filter in a back to back configuration to simultaneously compensate the supply voltage and the load current. Also, it is used to mitigate any type of voltage and current fluctuations and power factor correction in a power distribution network. In this study a novel design of UPQC proposed for voltage sag compensation by using Adaptive Network based fuzzy inference system (ANFIS). This proposed controller has been provided the dynamic control of shunt and series converter operation. It has the combined operations of FL and Artificial Neural Network (ANN) relative advantages and also a powerful processing tool with both advantages can be obtained by combining them together. The simulation results have verified by using MATLAB/SIMULINK environment.
Keywords:
Artificial Neural Network (ANN), Adaptive Network Fuzzy Inference System (ANFIS), Fuzzy Logic (FL), power quality, series Active Power Filter (APF), shunt APF, Unified Power Quality Conditioner (UPQC), voltage sag,
References
-
Agrawal, A., P. Agarwal and P. Jena, 2014. Compensation of voltage flicker using Unified Power Quality Conditioner (UPQC). Proceeding of the IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES, 2014), pp: 1-5.
-
Babu, P.C. and S.S. Dash, 2012. Design of Unified Power Quality Conditioner (UPQC) to improve the power quality problems by using P-Q theory. Proceeding of the International Conference on Computer Communication and Informatics (ICCCI, 2012), pp: 1-7.
CrossRef -
Chourasia, M., S.P. Srivastava and A. Panda, 2014. Control strategy for voltage sag/swell/harmonic/flicker compensation with conventional and fuzzy controller(UPQC). Proceeding of the IEEE 6th India International Conference on Power Electronics (IICPE, 2014), pp: 1-6.
-
Elmitwally, A., M.S. Kandil and M. Elkateb, 2000. A fuzzy-controlled versatile system for harmonics, unbalance and voltage sag compensation. Proceeding of the IEEE Power Engineering Society Summer Meeting, 3: 1439-1444.
CrossRef -
Esmaeilian, A., M. Mohseninezhad, M. Khanabadi and M. Doostizadeh, 2011. A novel technique to identify inrush current based on adaptive neuro fuzzy. Proceeding of the 10th International Conference on Environment and Electrical Engineering (EEEIC, 2011), pp: 1-4.
CrossRef -
Ghani, R.A., A. Mohamed and H. Shareef, 2010. An approach for identifying faulty protection devices in a distribution system using ANFIS. Proceeding of IPEC Conference, pp: 368-372.
CrossRef -
Ghosh, A. and G. Ledwich, 2001. A unified power quality conditioner (UPQC) for simultaneous voltage and current compensation. Electr. Pow. Syst. Res., 59(1): 55-63.
CrossRef -
Hembram, M. and A.K. Tudu, 2015. Mitigation of power quality problems using unified power quality conditioner (UPQC). Proceeding of the 3rd International Conference on Computer, Communication, Control and Information Technology (C3IT, 2015), pp: 1-5.
-
Husev, O., S. Ivanets and D. Vinnikov, 2011. Neuro-fuzzy control system for active filter with load adaptation. Proceeding of the 7th International Conference-Workshop Compatibility and Power Electronics (CPE, 2011), pp: 28-33.
CrossRef -
Jha, M. and S.P. Dubey, 2011. Neuro-fuzzy based controller for a shunt active power filter. Proceeding of the International Conference on Power and Energy Systems (ICPS, 2011), pp: 1-7.
CrossRef -
Jia, H.J., 2012. The application of adaptive neuro-fuzzy inference system in lithology identification. Proceeding of the IEEE 5th International Conference on Advanced Computational Intelligence (ICACI, 2012), pp: 966-968.
CrossRef -
Karanki, S.B., N. Geddada, M.K. Mishra and B.K. Kumar, 2013. A modified three-phase four-wire UPQC topology with reduced DC-link voltage rating. IEEE T. Ind. Electron., 60(9): 3555-3566.
CrossRef -
Kumar, K.S.R. and S.V.A.R. Sastry, 2011. Application of PI, fuzzy logic and ANN in improvement of power quality using UPQC. Proceeding of the International Conference on Sustainable Energy and Intelligent Systems (SEISCON, 2011), pp: 316-319.
CrossRef -
Monteiro, L.F.C., J.G. Pinto, J.L. Afonso and M.D. Bellar, 2012. A three-phase four-wire unified power quality conditioner without series transformers. Proceeding of the 38th Annual Conference on IEEE Industrial Electronics Society (IECON, 2012), pp: 168-173.
CrossRef -
Pal, Y., A. Swarup and B. Singh, 2010. A comparative analysis of three-phase four-wire UPQC topologies. Proceeding of the Joint International Conference on Power Electronics, Drives and Energy Systems (PEDES, 2010) Power India, pp: 1-6.
CrossRef -
Sallama, A., M. Abbod and P. Turner, 2012. Neuro-fuzzy system for power generation quality improvements. Proceeding of the 47th International Universities Power Engineering Conference (UPEC, 2012), pp: 1-6.
CrossRef -
Sandhya, K., A. Jayalaxmi and M.P. Soni, 2013. Design of Unified Power Quality Conditioner (UPQC) for power quality improvement in distribution system. IOSR J. Electr. Electron. Eng. (IOSR-JEEE), 4(2): 52-57.
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
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