Back
 CS  Vol.7 No.6 , May 2016
Intelligent Controller for UPQC Using Combined Neural Network
Abstract: The Unified Power Quality Conditioner (UPQC) plays an important role in the constrained delivery of electrical power from the source to an isolated pool of load or from a source to the grid. The proposed system can compensate voltage sag/swell, reactive power compensation and harmonics in the linear and nonlinear loads. In this work, the off line drained data from conventional fuzzy logic controller. A novel control system with a Combined Neural Network (CNN) is used instead of the traditionally four fuzzy logic controllers. The performance of combined neural network controller compared with Proportional Integral (PI) controller and Fuzzy Logic Controller (FLC). The system performance is also verified experimentally.
Cite this paper: Saravanan, R. and Manoharan, S. (2016) Intelligent Controller for UPQC Using Combined Neural Network. Circuits and Systems, 7, 680-691. doi: 10.4236/cs.2016.76057.
References

[1]   Teke, A., Saribulut, L. and Tumay, M. (2011) A Novel Reference Signal Generation Method for Power-Quality Improvement of Unified Power-Quality Conditioner. IEEE Transactions on Power Delivery, 26, 2205-2214.
http://dx.doi.org/10.1109/TPWRD.2011.2141154

[2]   Ansari, A.Q., Singh, R. and Hasan, M. (2015) Algorithm for Power Angle Control to Improve Power Quality Distribution System Using Unified Power Quality Conditioner. IET Generation, Transmission and Distribution, 9, 1439-1447.
http://dx.doi.org/10.1049/iet-gtd.2014.0734

[3]   Kesler, M. and Ozdemir, E. (2011) Synchronous-Reference-Frame-Based Control Method for UPQC under Unbalanced and Distorted Load Conditions. IEEE Transactions on Industrial Electronics, 58, 3967-3975.

[4]   dos Santos, R.J.M., da Cunha, J.C. and Mezaroba, M. (2014) A Simplified Control Technique for a Dual Unified Power Quality Conditioner. IEEE Transactions on Industrial Electronics, 61, 5851-5860.

[5]   Karanki, S.B. and Mishra, M.K. (2010) Particle Swarm Optimization-Based Feedback Controller for Unified Power- Quality Conditioner. IEEE Transactions on Power Delivery, 25, 2814-2824.
http://dx.doi.org/10.1109/TPWRD.2010.2047873

[6]   Karanki, S.B., Geddada, N., Mishra, M.K. and Kumar, B.K. (2013) A Modified Three-Phase Four-Wire UPQC Topology with Reduced DC-Link Voltage Rating. IEEE Transactions on Industrial Electronics, 60, 3555-3566.

[7]   Lu, Y., Xiao, G.C., Wang, X.F., Blaabjerg, F. and Lu, D.P. (2016) Control Strategy for Single-Phase Transformer Less Three-Leg Unified Power Quality Conditioner Based on Space Vector Modulation. IEEE Transactions on Power Electronics, 31, 2840-2849.
http://dx.doi.org/10.1109/TPEL.2015.2449781

[8]   Xu, Q.M., Ma, F.J., Luo, A., He, Z.X. and Xiao, H.G. (2016) Analysis and Control of M3C based UPQC for Power Quality Improvementin Medium/High Voltage Power Grid. IEEE Transactions on Power Electronics, 26, 1.
http://dx.doi.org/10.1109/TPEL.2016.2520586

[9]   Khadem, S.K., Basu, M. and Conlon, M.F. (2015) Intelligent Islanding and Seamless Reconnection Technique for Microgrid with UPQC. IEEE Journal of Emerging and Selected Topics in Power Electronics, 3, 483-492.
http://dx.doi.org/10.1109/JESTPE.2014.2326983

[10]   Kinhal, V.G., Agarwal, P. and Gupta, H.Q. (2011) Performance Investigation of Neural-Network-Based Unified Power-Quality Conditioner. IEEE Transactions on Power Delivery, 26, 431-437.
http://dx.doi.org/10.1109/TPWRD.2010.2050706

 
 
Top