Damping of Power System Oscillations by using ANFIS based UPFC supplementary controller


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Abstract


The main purpose of this paper is to investigate an Adaptive Neuron- Fuzzy Inference System (ANFIS) based supplementary Unified Power Flow Controller (UPFC) in superimposing a damping function on the control signal of UPFC who’s incorporated in multi-machines power system. By using a hybrid learning procedure, the proposed ANFIS construct an input –output mapping based on stipulated input-output data pairs.This control scheme designed to produce supplementary signal for damping oscillations in the interconnected power systems. Oscillations in power systems have to be taken a serious note when the fault takes place in any part of the system; else this might lead to the instability mode and shutting down of the power system. The UPFC device is modelled using dynamic phasor method and interfaced with an interconnected power system. The improved damping performance was studied and it is validated on a benchmark power system example taken from literature. The systems model is evaluated via simulations during unbalanced faults. The control actions are formulated as a set of local controllers, namely the generator excitation controller, power system stabilizer (PSS) and unified power flow controller, which are coordinated to maintain transient angle stability, transient voltage stability and damping of inter-area and local oscillations following a disturbance.
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Keywords


Power System Stability, Unified Power Flow Controller (UPFC), Frequency Oscillations, ANFIS, Power Oscillation Damping (POD)

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References


Ken-ichi Kawabe, Akihiko Yokoyama, "a new control scheme of batteries and facts devices for transient stability improvement in multi-machine power system", 17th Power Systems Computation Conference, Stockholm Sweden - August 22-26, 2011.

M. H. Haque, "Evaluation of First Swing Stability of a Large Power System With Various FACTS Devices", IEEE Trans. Power Systems, Vol.23, No.3, August 2008, pp.1144-1151.

Prechanon Kumkratug, "Application of UPFC to Increase Transient Stability of Inter-Area Power System", Journal of Computers, Vol. 4, No. 4, April 2009, pp. 283-287.

Bijami, E., Abshari, R., Askari, J., Hosseinnia, S., Farsangi, M.M., Optimal design of damping controllers for multi-machine power systems using metaheuristic techniques, (2011) International Review of Electrical Engineering (IREE), 6 (4), pp. 1883-1894.

Ali T. Al-Awami, Y. L. Abdel-Magid and M. A. Abido, "A particle-swarm-based approach of system stability enhancement with unified power flow controller", ELSEVIER, Electrical Power &Energy Systems Vol 29, 2007, pp. 251-259.

P. M. Anderson and A. A. Fouad, "Power System Control and Stability", IEEE press Second Edition 2003.

S. Haddad, A. Haddouche, and H. Bouyeda, "The use of Facts devices in disturbed Power Systems-Modeling, Interface, and Case Study", International Journal of Computer and Electrical Engineering, Vol. 1, No. 1, April 2009, pp. 1793-8198.

T. S. Chung, Xiaodong Yang, D. Z. Fang and C. Y. Chung , "Development of Adaptive UPFC supplementary Fuzzy Controller for Power System Stability Enhancement ", IEEE International Conference on Electric Utility Deregulation, Restructuring and Power Technology(DRPT2004), Hong Kong April 2004, pp. 216-221.

Joorabian, M., Noshad, B., Mohammadi, B., Javadi, M.S., Inter-area oscillation damping by optimal and coordinated design of PSS and SVC using an improved differential evolution algorithm, (2011) International Review of Electrical Engineering (IREE), 6 (4), pp. 1811-1821.

Eslami, M., Shareef, H., Mohamed, A., Optimization and coordination of damping controls for optimal oscillations damping in multi-machine power system, (2011) International Review of Electrical Engineering (IREE), 6 (4), pp. 1984-1993.

Jyh-Shing Roger Jang, "ANFIS: Adaptive-Network-Based Fuzzy Inference System", IEEE Trans. Syst. Man and Cyber. 23, (3), 1993,pp. 665-685.

Jyh-Shing Roger Jang, ANFIS: Adaptive-Network-Based Fuzzy Inference System, IEEE Trans. Syst. Man and Cyber. 23, (3), 1993,pp. 665-685.

Kundur P., Power System stability and Control, McGraw-Hill Inc., 1994

Higorani N.G, Gyugyi L, Understanding FACTS Devices, IEEE Press 2000.

Takagi T. and Sugeno M., Fuzzy identification of systems and its applications to modelling and control, IEEE Trans. Sys. Man and Cyber, 1985, Vol15, pp.116-132.

Karthikaikannan, D., Ravi, G., Voltage profile improvement and loss reduction using differential evolution algorithm based multi-type FACTS devices, (2013) International Review on Modelling and Simulations (IREMOS), 6 (4), pp. 1248-1255.

Gupta, A., Sharma, P.R., Fuzzy based multi-objective evolutionary algorithm for optimal location of FACTS devices in a power system, (2013) International Review on Modelling and Simulations (IREMOS), 6 (4), pp. 1240-1247.

Tlijani, K., Guesmi, T., Abdallah, H.H., Optimal allocation of multi-type FACTS devices for security and system loadability enhancement, (2013) International Review on Modelling and Simulations (IREMOS), 6 (5), pp. 1541-1549.

Karthikaikannan, D., Ravi, G., Optimal placement of FACTS devices using small population based particle swarm optimization, (2013) International Review on Modelling and Simulations (IREMOS), 6 (3), pp. 834-841.

Menniti, D., Pinnarelli, A., Sorrentino, N., Brusco, G., Burgio, A., Improving super grid performances using multifunctional FACTS controller, (2013) International Review on Modelling and Simulations (IREMOS), 6 (2), pp. 535-542.

Hoseynpoor, M., Najafi, M., Ebrahimi, R., Davoodi, M., Power system stability improvement using comprehensive FACTS devices, (2011) International Review on Modelling and Simulations (IREMOS), 4 (4), pp. 1660-1665.

Kowsalya, M., Vijayapriya, P., Geethanjali, P., Kothari, D.P., A new index for voltage stability monitoring and enhancement using UPFC and optimization through PSO, (2011) International Review on Modelling and Simulations (IREMOS), 4 (2), pp. 865-873.

Arun Bhaskar, M., Subramani Chinnamuthu, C., Dash, S.S., A review of UPFC and a novel FACTS controller for voltage stability enhancements in power systems, (2012) International Review on Modelling and Simulations (IREMOS), 5 (4), pp. 1612-1619.


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