Damping Of Low Frequency Oscillations In Power System Using Device Upfc With Fuzzy Logic B.Divya Lakshmi1, D.Krishna karthik2, M. AppalaNaidu3, I.Manikanta
نویسنده
چکیده
Power stability is an important issue that is becoming increasingly important to an power systems at all levels. We are unable to achieve the stability of the system due to some factors. Low frequency oscillation’s is one of the major factors that affect the transmission line capacity. Traditionally power system stabilizers(PSS) are being used to damp these inevitable oscillations. In advanced technology FACTS devices such as unified power flow controllers (UPFC) are used to control the power flow in transmission lines. They can also replace the PSS to damp the low frequency oscillations effectively through direct control of voltage and power. In our model, single machine infinite bus power system with UPFC is considered. The designed FUZZY based UPFC controllers adjusts four UPFC inputs by appropriately processing of input error signal and provides an efficient damping. The results of the simulation show that the UPFC with FUZZY LOGIC controller is effectively damping the LOW FREQUENCY OSCILLATIONS. Keywords—Low frequency Oscillations (LFO), Unified Power flowController(UPFC), Fuzzy logic,Damping controller,Flexiable AC transmission System (FACTS) I.INTRODUCTION The demand for electric power is increasing day by day The growing demand of power and environment concern necessitated a review of the traditional power system concepts and practices to achieve greater operating flexibility and better utilization of existing transmission system rapid development of power electronics technology provides exiting to develop new power system equipments for better utilization of exciting system. FACTS devices, which provides the needed correction of transmission functionality in order to fully utilize the existing the transmission systems FACTS technology based on use of reliable high speed Power electronics, advanced control been demonstrated successfully and continuous to be implemented at transmission locations in various parts of the world the installed FACTS controllers have provided new possibilities and unprecedented flexibility aiming at maximizing the utilization of transmission assets efficiently and reliably. Now a days the electric power systems is in transition to a fully competitive deregulated scenario. Under this circumstances any power system controls such as frequency and voltage controls will be served as an ancillary services. Especially, in the case that the proliferation of non-utility generations, i.e., independent power producers that do not possess sufficient frequency control capabilities, tends to increase considerable. Furthermore, various kinds of apparatus with large capacity and fast power consumption such as magnetic levitation transportation, a testing plant for nuclear fusion, or even an ordinary scale factory like a steel manufacturer, increase significantly. In future when these loads are concentrated on a power system, they may cause a serious problem of frequency oscillations. The conventional frequency control, i.e., governor may no longer able to absorb these oscillations and this becomes challenging and is highly expected in the future. The problem of poorly damped low frequency oscillations associated with generator rotor swings has been a matter of concern to power system stabilizer (PSS). In addition, HVDC, SVC controllers have also been used to damp these low frequency oscillations. The advent of high power equipments to improve the utilization of transmission capacity provides system planers with additional leverage to improve stability of the system. Traditionally, power system stabilizers are being used to damp low frequency oscillations effectively through direct control of voltage and power. It is a new approach to the implementation of the UPFC based on a multiple B.Divya Lakshmi et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 4( Version 1), April 2014, pp.398-401 www.ijera.com 399 | P a g e input single output fuzzy logic controller in a single machine infinite bus power system. II. DYNAMIC MODELING OF POWER SYSTEM WITH UPFC Fig. 1 shows a single-machine-infinite-bus (SMIB) system with UPFC. In Fig. 1 me, mb and δe, δb are the amplitude modulation ratio and phase angle of the reference voltage of each voltage source converter respectively. These values are the input control signals of the UPFC. Fig. 1. UPFC installed in a single-machine infinitebus power system. A linearized model of the power system is used in studying dynamic studies of power system. In order to consider the effect of UPFC in damping of LFO, the dynamic model of the UPFC is employed. The Dynamic model of the SMIB with UPFC can be represented as where mE mB, E and B are the deviations of input control signals of upfc III. DESIGN OF FUZZY LOGIC CONTROLLER There are two major types of fuzzy controllers, namely Mamdani type and TakagiSugeno (TS) type. The classification depends on the type of fuzzy rules used. If a fuzzy controller uses the TS type of fuzzy rules, it is called a TS fuzzy controller. Otherwise, the controller is named a Mamdani fuzzy controller. Throughout this paper, attention is focused on the Mamdani type fuzzy controller in order to damp the low frequency oscillationsof the power system. Angular velocity deviation Δω and load angle deviation Δδ is used as the fuzzy controllers inputs. One of the upfc inputs has been controlled via fuzzy controller output as shown in Fig. 2. Fig. 2. Fuzzy Logic Controller Seven membership functions are used in this work are triangular and trapezoidal in shape. The inputs and ouputs are fuzzified using seven fuzzy sets: LN (large negative), MN (medium negative), SN (small negative), Z (zero), SP (small positive), MP (medium positve), andLP(large positive).The membership functions of the inputand output signals are shown in Fig. 3, Fig. 4 and Fig. 5. B.Divya Lakshmi et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 4( Version 1), April 2014, pp.398-401 www.ijera.com 400 | P a g e The rules used in this controller are chosen as follows: The membership functions of the inputs, output and rule base for all the controllers can be the same. The only difference is the range of these values. IV. SIMULATION RESULTS Firstly Simulation is done with the help of MATLAB software for the model of SMIB with UPFC as shown in the section 2. taking step change in mechanical input power ( Pm = 0.01 pu.). In This simulation UPFC has no controller. The results obtained shows that the system is having oscillations and the system is poorly damped as shown in Fig. 6. Next, the simulation is performed with the same step change in mechanical input power but the UPFC is controlled by different fuzzy controllers namely m E controller, mB controller, δE controller and δB controller. The performance of the system with mE controller, mB controller, δE controller and δB controller is shown in Figs. 7, 8, 9 and 10 respectively. B.Divya Lakshmi et al Int. Journal of Engineering Research and Applications www.ijera.com ISSN : 2248-9622, Vol. 4, Issue 4( Version 1), April 2014, pp.398-401 www.ijera.com401 | P a g eV. CONCLUSIONThe above simulations shows that thesystem considered when used without any dampingcontroller is undamped in nature.The fuzzy controlleris designed for this UPFC controller. The simulationresults shows that when there is a small perturbancein the power system, the proposed UPFC based fuzzycontroller is effectively damping the oscillations. REFERENCES[1] N.G.: ‘High power electronics and flexibleAC transmission system’, IEEE Power Eng.Reo., July 1988.[2] Kundur, P.Klein, M., Roger, G.J. and Zywno, M.S.: Application of power system stabilizersfor enhancement of overall system stability’,IEEE Trans. on Power System, 4, (2), 1989,pp. 614-626.[3] Ewart, D.N. et al.: ‘Flexible AC transmissionsystems (FACTS) scoping study’. EPRIReport EL-6943, 1990:[4] L. Gyugyi ‘Unified Power Flow ControlConcept for Flexible ac TransmissionSystems.’ IEE Proceedings-C, Vol. 139, No.4, July 1992, p. 323.[5] L. Gyugyi and C.D. Schauder, et al. ‘TheUnified Power Flow Controller : A NewApproach to Power Transmission Control.’IEEE Transactions on Power delivery, Vol. 10, No. 2, April 1995, p. 1085.[6] K.S. Smith, L. Ran and J. Penman. ‘DynamicModelling of a Unified Power FlowController.’ IEE Proceedings-C, Vol. 144,No. 1, January 1997, p. 7.[7] Papic and P. Zunko et al. ‘Basic Control ofUnified Power Flow Controller.’ IEEETransaction on Power Systems, Vol. 12, No.4, November 1997, p. 1734.[8] A. Edris and K. Gyugyi, et al. ‘ProposedTerms and Definitions for Flexible acTransmission Systems (FACTS). IEEETransactions on Power Delivery, Vol. 12,October 1997, p. 1848.[9] H.F. Wang ‘Damping Function of Unified Power Flow Controller.’ IEE Proceedings-C,Vol. 146, No. 1, January 1999, p. 81.[10] H. F. Wang. ‘A Unified Model for theAnalysis of FACTS Devices in DampingPower System Oscillations — Part III :Unified Power Flow Controller.’ IEEETransactions Power Delivery, Vol. 15, No. 3,July 2000, p. 978.[11] Edris.‘FACTS Technology Development :An Update.’ IEEE Power EngineeringReview, March 2000, p. 4.SIMULATION OF SMIB USING UPFC WITH FUZZY
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