SlideShare una empresa de Scribd logo
1 de 7
Descargar para leer sin conexión
International Journal of Engineering Research and Development
ISSN: 2278-067X, Volume 1, Issue 6 (June 2012), PP.10-16
www.ijerd.com

   Power System Damping Oscillations in Smib with Pss-Fuzzy
                      Upfc Controller
               Kodukula Sowmya1, P.Swathi2, K.Vijay Kumar3, Indranil Saaki4,
                     1
                        PG Student, Department Of EEE, DIET,Ankapalli, Visakhapatnam, AP, INDIA.
                 2
                   Assistance Professor, Department Of EEE, DIET,Ankapalli, Visakhapatnam, AP, INDIA.
               3
                 Associate Professor, HOD, Department Of EEE, DIET,Ankapalli, Visakhapatnam, AP, INDIA.
       4
         Assistance Professor, Department Of EEE, Sri Chaitanya Engineering College, Visakhapatnam, AP, INDIA.


Abstract––Low frequency electromechanical oscillations are inevitable characteristics of power systems and they greatly
affect the transmission line transfer capability and power system stability. Traditionally, power system stabilizers (PSS)
are being used to damp these oscillations. Unified Power Flow Controller (UPFC) is a well-known FACTS device that
can control power flow in transmission lines. It can also replace PSS to damp low frequency oscillations effectively
through direct control of voltage and power. In this paper a liberalized Philips-Heffron model of a (Single Machine–
Infinite Bus) power system with a unified power flow controller is considered. The designed fuzzy-based UPFC
controller adjusts four UPFC inputs by appropriately processing of the input error signal, and provides an efficient
damping. The results of the simulation show that the UPFC with fuzzy-based controllers is effectively damping the LFO.

Keywords—Low frequency Oscillations (LFO), Unified Power Flow Controller (UPFC), Fuzzy logic, Damping
controller, Flexiable AC transmission System (FACTS)

                                            I.        INTRODUCTION
          The growth in the demand for electric power is ever increasing. Simultaneous 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 exciting opportunities to develop new power system equipments for better utilization of the exciting
system.flexible AC transmission systems (FACTS) devices, which provides the needed correction of transmission
functionality in order to fully utilize the existing transmission systems. FACTS technology based on use of reliable high
speed power electronics, advanced control been demonstrated successfully and continues 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 adays, the electric power system is in transition to a fully competitive deregulated scenario. Under this
circumstance, any power system controls such as frequency and voltage controls will be served an ancillary services.
Especially, in the case that the proliferation of non-utility generations, i.e., Independent Power Producers (IPPs) 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, etc., increase significantly. In fut ure when
these loads are concentrated in 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 competitive environment.

          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 electronic equipments to improve the utilization of
transmission capacity provides system planners with additional leverage to improve stability of the system. Traditionally,
power system stabilizers (PSS) are being used to damp these oscillations. Unified Power Flow Controller (UPFC) is a
well-known FACTS device that can control power flow in transmission lines. It can also replace PSS to damp low
frequency oscillations effectively through direct control of voltage and power.

          This paper presents a new approach to the implementation of the UPFC based on a multiple 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




                                                           10
Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller




                             Fig. 1. UPFC installed in a single-machine infinite-bus 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




                    Δδ                            0             ωo                  0             0       Δδ

                    Δώ                          -K1/M           -D/M             -K2/M            0       Δω

                    ΔE'q             =         -K4/T'do             0         -K3/T'do       1/T'do      ΔE'q
                                                                                 -
                   ΔEfd                       -KAK5/TA              0        KAK6/TA          -1/TA      ΔEqe

                    Δνdc                         K7                 0             K8              0




               0                                       0                    0                0            0        ΔmE

            - Kpd/M                                 -Kqe/M               -Kpδe/M          -Kpb/M        -Kpb/M     ΔδE

+          -Kqd/T'do        Δvdc    +              -Kpe/T'de            Kqδe/T'do         -Kqb/T'do    -Kqb/T'do   ΔmB
                                                                                              -
          KAKvd/TA                               -KAKve/TA              -KAKvδe/TA       KAKvb/TA     -KAKvδb/TA   ΔδB

              -K9                                     Kce                 Kcδe              Kcb         Kcδe




    where mE, mB, E and B are the deviations of the input control signals of the UPFC.




                                                               11
Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller

                         III.       DESIGN OF FUZZY LOGIC CONTROLLER
           There are two major types of fuzzy controllers, namely Mamdani type and Takagi- Sugeno (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 oscillations of 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), and LP(large positive).The membership functions of the input and output
signals are shown in Fig. 3, Fig. 4 and Fig. 5.




                                                            12
Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller




The rules used in this controller are chosen as follows:

1. If δ is LP and Δw is LP then ΔΔu is LP.
2. If δ is LP and is Δw MP then Δu is LP.
3. If δ is LP and is Δw SP then Δu is LP.
4. If δ is LP and is Δw VS then Δu is MP.
5. If δ is LP and is Δw SN then Δu is MP.
6. If δ is LP and is Δw MN then Δu is SP.
7. If δ is LP and is Δw LN then Δu is VS.
8. If δ is MP and is Δw LP then Δu is LP.
9. If δ is MP and is Δw MP then Δu is LP.
10. If δ is MP and is Δw SP then Δu is MP.
11. If δ is MP and is Δw VS then Δu is MP.
12. If δ is MP and is Δw SN then Δu is SP.
13. If δ is MP and is Δw MN then Δu is VS.
14. If δ is MP and is Δw LN hen Δu is SN.
15. If δ is SP and is Δw LP then Δu is LP.
16. If δ is SP and is Δw MP then Δu is MP.
17. If δ is SP and is Δw SP then Δu is MP.
18. If δ is SP and is Δw VS then Δu is SP.
19. If δ is SP and is Δw SN then Δu is VS.
20. If δ is SP and is Δw MN then Δu is SN.
21. If δ is SP and is Δw LN then Δu is MN.
22. If δ is VS and is Δw LP then Δu is LP.
23. If δ is VS and is Δw MP then Δu is LP.
24. If δ is VS and is Δw SP then Δu is LP.
25. If δ is VS and is Δw VS then Δu is LP.
26. If δ is VS and is Δw SN then Δu is LP.
27. If δ is VS and is Δw MN then Δu is LP.
28. If δ is VS and is Δw LN then Δu is LP.
29. If δ is SN and is Δw LP then Δu is LP.
30. If δ is SN and is Δw MP then Δu is LP.
31. If δ is SN and is Δw SP then Δu is LP.
32. If δ is SN and is Δw VS then Δu is LP.
33. If δ is SN and is Δw SN then Δu is LP.
34. If δ is SN and is Δw MN then Δu is LP.
35. If δ is SN and is Δw LN then Δu is LP.
36. If δ is MN and is Δw LP then Δu is LP.
37. If δ is MNand is Δw MP then Δu is LP.
38. If δ is MN and is Δw SP then Δu is LP.
39. If δ is MN and is Δw VS then Δu is LP.
40. If δ is MN and is Δw SN then Δu is LP.
41. If δ is MN and is Δw MN then Δu is LP.
42. If δ is MN and is Δw LN then Δu is LP.
43. If δ is LN and is Δw LP then Δu is LP.

                                                           13
Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller

44. If δ is LN and is Δw MP then Δu is LP.
45. If δ is LN and is Δw SP then Δu is LP.
46. If δ is LN and is Δw VS then Δu is LP.
47. If δ is LN and is Δw SN then Δu is LP.
48. If δ is LN and is Δw MN then Δu is LP.
49. If δ is LN and is Δw LN then Δu is LP.

          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.

          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 mE 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




                                                          14
Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller




                                           V.        CONCLUSION
           The above simulations shows that the system considered when used without any damping controller is
undamped in nature.The fuzzy controller is designed for this UPFC controller. The simulation results shows that when
there is a small perturbance in the power system, the proposed UPFC based fuzzy controller is effectively damping the
oscillations.




                                                         15
Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller

                                                   REFERENCES
[1].    Hingorani, N.G.: ‘High power electronics and flexible AC transmission system’, IEEE Power Eng. Reo., July 1988.
[2].    Kundur, P.Klein, M., Roger, G.J. and Zywno, M.S.: ‘Application of power system stabilizers for enhancement of overall
        system stability’, IEEE Trans. on Power System, 4, (2), 1989, pp. 614-626.
[3].    Ewart, D.N. et al.: ‘Flexible AC transmission systems (FACTS) scoping study’. EPRI Report EL-6943, 1990:
[4].    L. Gyugyi ‘Unified Power Flow Control Concept for Flexible ac Transmission Systems.’ IEE Proceedings-C, Vol. 139, No.
        4, July 1992, p. 323.
[5].    L. Gyugyi and C.D. Schauder, et al. ‘The Unified Power Flow Controller : A New Approach 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. ‘Dynamic Modelling of a Unified Power Flow Controller.’ IEE Proceedings-C, Vol. 144,
        No. 1, January 1997, p. 7.
[7].    Papic and P. Zunko et al. ‘Basic Control of Unified Power Flow Controller.’ IEEE Transaction on Power Systems, Vol. 12,
        No. 4, November 1997, p. 1734.
[8].    A. Edris and K. Gyugyi, et al. ‘Proposed Terms and Definitions for Flexible ac Transmission Systems (FACTS).’ IEEE
        Transactions 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 the Analysis of FACTS Devices in Damping Power System Oscillations — Part III :
        Unified Power Flow Controller.’ IEEE Transactions on Power Delivery, Vol. 15, No. 3, July 2000, p. 978.




                                                            16

Más contenido relacionado

La actualidad más candente

Analysis of 1MHz Class-E Power Amplifier for Load and Duty Cycle Variations
Analysis of 1MHz Class-E Power Amplifier for Load and Duty Cycle VariationsAnalysis of 1MHz Class-E Power Amplifier for Load and Duty Cycle Variations
Analysis of 1MHz Class-E Power Amplifier for Load and Duty Cycle VariationsIJPEDS-IAES
 
Design and Experimental Verification of Linear Switched Reluctance Motor with...
Design and Experimental Verification of Linear Switched Reluctance Motor with...Design and Experimental Verification of Linear Switched Reluctance Motor with...
Design and Experimental Verification of Linear Switched Reluctance Motor with...IAES-IJPEDS
 
Fuzzy Logic Controller Based Single Buck Boost Converter for Solar PV Cell
Fuzzy Logic Controller Based Single Buck Boost Converter for Solar PV CellFuzzy Logic Controller Based Single Buck Boost Converter for Solar PV Cell
Fuzzy Logic Controller Based Single Buck Boost Converter for Solar PV CellIJAPEJOURNAL
 
IRJET- Design and Implementation of Isolated Multi-Output Flyback Converter
IRJET- Design and Implementation of Isolated Multi-Output Flyback ConverterIRJET- Design and Implementation of Isolated Multi-Output Flyback Converter
IRJET- Design and Implementation of Isolated Multi-Output Flyback ConverterIRJET Journal
 
educational pwm inverter pulse generator
educational pwm inverter pulse generatoreducational pwm inverter pulse generator
educational pwm inverter pulse generatorEleftheriosSamiotis1
 
Efficient Design of Differential Trans- Conductance Amplifier with Sub-Thresh...
Efficient Design of Differential Trans- Conductance Amplifier with Sub-Thresh...Efficient Design of Differential Trans- Conductance Amplifier with Sub-Thresh...
Efficient Design of Differential Trans- Conductance Amplifier with Sub-Thresh...IJEEE
 
PF correction using SEPIC
PF correction using SEPICPF correction using SEPIC
PF correction using SEPICSoumya Dash
 
Soft Switched Multi-Output Flyback Converter with Voltage Doubler
Soft Switched Multi-Output Flyback Converter with Voltage DoublerSoft Switched Multi-Output Flyback Converter with Voltage Doubler
Soft Switched Multi-Output Flyback Converter with Voltage DoublerIJPEDS-IAES
 
Cascaded h bridge multilevel inverter for induction motor drives
Cascaded h bridge multilevel inverter for induction motor drivesCascaded h bridge multilevel inverter for induction motor drives
Cascaded h bridge multilevel inverter for induction motor driveseSAT Publishing House
 
IRJET-Design of Charge Pump for PLL with Reduction In Current Mismatch and Va...
IRJET-Design of Charge Pump for PLL with Reduction In Current Mismatch and Va...IRJET-Design of Charge Pump for PLL with Reduction In Current Mismatch and Va...
IRJET-Design of Charge Pump for PLL with Reduction In Current Mismatch and Va...IRJET Journal
 
MODELLING OF 200W LED DRIVER CIRCUIT DESIGN WITH LLC CONVERTER
MODELLING OF 200W LED DRIVER CIRCUIT DESIGN WITH LLC CONVERTERMODELLING OF 200W LED DRIVER CIRCUIT DESIGN WITH LLC CONVERTER
MODELLING OF 200W LED DRIVER CIRCUIT DESIGN WITH LLC CONVERTERJournal For Research
 
ニッケル水素電池のシンプルモデル(LTspice)
ニッケル水素電池のシンプルモデル(LTspice)ニッケル水素電池のシンプルモデル(LTspice)
ニッケル水素電池のシンプルモデル(LTspice)Tsuyoshi Horigome
 
Power factor improvement in switched reluctance motor drive using pwm
Power factor improvement in switched reluctance motor drive using pwmPower factor improvement in switched reluctance motor drive using pwm
Power factor improvement in switched reluctance motor drive using pwmIAEME Publication
 
MULTILEVEL INVERTER AND NEURAL NETWORK INTRODUCTION
MULTILEVEL INVERTER AND NEURAL NETWORK INTRODUCTIONMULTILEVEL INVERTER AND NEURAL NETWORK INTRODUCTION
MULTILEVEL INVERTER AND NEURAL NETWORK INTRODUCTIONsuryakant tripathi
 
Quasi z source inverter
Quasi z source inverterQuasi z source inverter
Quasi z source inverterRutuja Daphale
 
Analysis of a Quasi Resonant Switch Mode Power Supply for Low Voltage Applica...
Analysis of a Quasi Resonant Switch Mode Power Supply for Low Voltage Applica...Analysis of a Quasi Resonant Switch Mode Power Supply for Low Voltage Applica...
Analysis of a Quasi Resonant Switch Mode Power Supply for Low Voltage Applica...IDES Editor
 

La actualidad más candente (20)

Analysis of 1MHz Class-E Power Amplifier for Load and Duty Cycle Variations
Analysis of 1MHz Class-E Power Amplifier for Load and Duty Cycle VariationsAnalysis of 1MHz Class-E Power Amplifier for Load and Duty Cycle Variations
Analysis of 1MHz Class-E Power Amplifier for Load and Duty Cycle Variations
 
Design and Experimental Verification of Linear Switched Reluctance Motor with...
Design and Experimental Verification of Linear Switched Reluctance Motor with...Design and Experimental Verification of Linear Switched Reluctance Motor with...
Design and Experimental Verification of Linear Switched Reluctance Motor with...
 
Fuzzy Logic Controller Based Single Buck Boost Converter for Solar PV Cell
Fuzzy Logic Controller Based Single Buck Boost Converter for Solar PV CellFuzzy Logic Controller Based Single Buck Boost Converter for Solar PV Cell
Fuzzy Logic Controller Based Single Buck Boost Converter for Solar PV Cell
 
IRJET- Design and Implementation of Isolated Multi-Output Flyback Converter
IRJET- Design and Implementation of Isolated Multi-Output Flyback ConverterIRJET- Design and Implementation of Isolated Multi-Output Flyback Converter
IRJET- Design and Implementation of Isolated Multi-Output Flyback Converter
 
educational pwm inverter pulse generator
educational pwm inverter pulse generatoreducational pwm inverter pulse generator
educational pwm inverter pulse generator
 
Efficient Design of Differential Trans- Conductance Amplifier with Sub-Thresh...
Efficient Design of Differential Trans- Conductance Amplifier with Sub-Thresh...Efficient Design of Differential Trans- Conductance Amplifier with Sub-Thresh...
Efficient Design of Differential Trans- Conductance Amplifier with Sub-Thresh...
 
PF correction using SEPIC
PF correction using SEPICPF correction using SEPIC
PF correction using SEPIC
 
Soft Switched Multi-Output Flyback Converter with Voltage Doubler
Soft Switched Multi-Output Flyback Converter with Voltage DoublerSoft Switched Multi-Output Flyback Converter with Voltage Doubler
Soft Switched Multi-Output Flyback Converter with Voltage Doubler
 
At044289292
At044289292At044289292
At044289292
 
Closed-loop speed control of switched reluctance motor drive fed from novel c...
Closed-loop speed control of switched reluctance motor drive fed from novel c...Closed-loop speed control of switched reluctance motor drive fed from novel c...
Closed-loop speed control of switched reluctance motor drive fed from novel c...
 
Ht2413701376
Ht2413701376Ht2413701376
Ht2413701376
 
Conceptual study on Grid-to-Vehicle (G2V) wireless power transfer using singl...
Conceptual study on Grid-to-Vehicle (G2V) wireless power transfer using singl...Conceptual study on Grid-to-Vehicle (G2V) wireless power transfer using singl...
Conceptual study on Grid-to-Vehicle (G2V) wireless power transfer using singl...
 
Cascaded h bridge multilevel inverter for induction motor drives
Cascaded h bridge multilevel inverter for induction motor drivesCascaded h bridge multilevel inverter for induction motor drives
Cascaded h bridge multilevel inverter for induction motor drives
 
IRJET-Design of Charge Pump for PLL with Reduction In Current Mismatch and Va...
IRJET-Design of Charge Pump for PLL with Reduction In Current Mismatch and Va...IRJET-Design of Charge Pump for PLL with Reduction In Current Mismatch and Va...
IRJET-Design of Charge Pump for PLL with Reduction In Current Mismatch and Va...
 
MODELLING OF 200W LED DRIVER CIRCUIT DESIGN WITH LLC CONVERTER
MODELLING OF 200W LED DRIVER CIRCUIT DESIGN WITH LLC CONVERTERMODELLING OF 200W LED DRIVER CIRCUIT DESIGN WITH LLC CONVERTER
MODELLING OF 200W LED DRIVER CIRCUIT DESIGN WITH LLC CONVERTER
 
ニッケル水素電池のシンプルモデル(LTspice)
ニッケル水素電池のシンプルモデル(LTspice)ニッケル水素電池のシンプルモデル(LTspice)
ニッケル水素電池のシンプルモデル(LTspice)
 
Power factor improvement in switched reluctance motor drive using pwm
Power factor improvement in switched reluctance motor drive using pwmPower factor improvement in switched reluctance motor drive using pwm
Power factor improvement in switched reluctance motor drive using pwm
 
MULTILEVEL INVERTER AND NEURAL NETWORK INTRODUCTION
MULTILEVEL INVERTER AND NEURAL NETWORK INTRODUCTIONMULTILEVEL INVERTER AND NEURAL NETWORK INTRODUCTION
MULTILEVEL INVERTER AND NEURAL NETWORK INTRODUCTION
 
Quasi z source inverter
Quasi z source inverterQuasi z source inverter
Quasi z source inverter
 
Analysis of a Quasi Resonant Switch Mode Power Supply for Low Voltage Applica...
Analysis of a Quasi Resonant Switch Mode Power Supply for Low Voltage Applica...Analysis of a Quasi Resonant Switch Mode Power Supply for Low Voltage Applica...
Analysis of a Quasi Resonant Switch Mode Power Supply for Low Voltage Applica...
 

Similar a Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller

An Experimental Study of P&O MPPT Control for Photovoltaic Systems
An Experimental Study of P&O MPPT Control for Photovoltaic SystemsAn Experimental Study of P&O MPPT Control for Photovoltaic Systems
An Experimental Study of P&O MPPT Control for Photovoltaic SystemsIJPEDS-IAES
 
Comparison of P&O and fuzzy MPPT Methods for Photovoltaic System
Comparison of P&O and fuzzy MPPT Methods for Photovoltaic SystemComparison of P&O and fuzzy MPPT Methods for Photovoltaic System
Comparison of P&O and fuzzy MPPT Methods for Photovoltaic SystemLOUKRIZ Abdelouadoud
 
A low power front end analog multiplexing unit for 12 lead ecg signal acquisi...
A low power front end analog multiplexing unit for 12 lead ecg signal acquisi...A low power front end analog multiplexing unit for 12 lead ecg signal acquisi...
A low power front end analog multiplexing unit for 12 lead ecg signal acquisi...VLSICS Design
 
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...IRJET Journal
 
Hybrid system with multi-connected boost converter
Hybrid system with multi-connected boost converterHybrid system with multi-connected boost converter
Hybrid system with multi-connected boost converterIJERA Editor
 
Finite Step Model Predictive Control Based Asymmetrical Source Inverter with ...
Finite Step Model Predictive Control Based Asymmetrical Source Inverter with ...Finite Step Model Predictive Control Based Asymmetrical Source Inverter with ...
Finite Step Model Predictive Control Based Asymmetrical Source Inverter with ...IJERD Editor
 
Solar pv system and mppt
Solar pv system and mpptSolar pv system and mppt
Solar pv system and mpptakshay1234kumar
 
FAST TRANSIENT RESPONSE LOW DROPOUT VOLTAGE REGULATOR
FAST TRANSIENT RESPONSE LOW DROPOUT VOLTAGE REGULATORFAST TRANSIENT RESPONSE LOW DROPOUT VOLTAGE REGULATOR
FAST TRANSIENT RESPONSE LOW DROPOUT VOLTAGE REGULATORijseajournal
 
A novel MPPT Tactic with fast convergence speed .pdf
A novel MPPT Tactic with fast convergence speed .pdfA novel MPPT Tactic with fast convergence speed .pdf
A novel MPPT Tactic with fast convergence speed .pdfAbdekhalekCHELLAKHI
 
11 12 sep17 18aug 8416 9975-1-ed (edit)
11 12 sep17 18aug 8416 9975-1-ed (edit)11 12 sep17 18aug 8416 9975-1-ed (edit)
11 12 sep17 18aug 8416 9975-1-ed (edit)IAESIJEECS
 
Optical power debugging in dwdm system having fixed gain amplifiers
Optical power debugging in dwdm system having fixed gain amplifiersOptical power debugging in dwdm system having fixed gain amplifiers
Optical power debugging in dwdm system having fixed gain amplifierseSAT Journals
 
MPPT oscillations minimization in PV system by controlling non-linear dynamic...
MPPT oscillations minimization in PV system by controlling non-linear dynamic...MPPT oscillations minimization in PV system by controlling non-linear dynamic...
MPPT oscillations minimization in PV system by controlling non-linear dynamic...IJECEIAES
 
IRJET- Simulation and Comparison of various MPPT Techniques
IRJET-  	  Simulation and Comparison of various MPPT TechniquesIRJET-  	  Simulation and Comparison of various MPPT Techniques
IRJET- Simulation and Comparison of various MPPT TechniquesIRJET Journal
 
Investigations on Capacitor Compensation Topologies Effects of Different Indu...
Investigations on Capacitor Compensation Topologies Effects of Different Indu...Investigations on Capacitor Compensation Topologies Effects of Different Indu...
Investigations on Capacitor Compensation Topologies Effects of Different Indu...IJPEDS-IAES
 

Similar a Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller (20)

Hybrid-Modulation-Based Control Technique for Reduction of Output Voltage Ri...
Hybrid-Modulation-Based Control Technique for Reduction of  Output Voltage Ri...Hybrid-Modulation-Based Control Technique for Reduction of  Output Voltage Ri...
Hybrid-Modulation-Based Control Technique for Reduction of Output Voltage Ri...
 
An Experimental Study of P&O MPPT Control for Photovoltaic Systems
An Experimental Study of P&O MPPT Control for Photovoltaic SystemsAn Experimental Study of P&O MPPT Control for Photovoltaic Systems
An Experimental Study of P&O MPPT Control for Photovoltaic Systems
 
Comparison of P&O and fuzzy MPPT Methods for Photovoltaic System
Comparison of P&O and fuzzy MPPT Methods for Photovoltaic SystemComparison of P&O and fuzzy MPPT Methods for Photovoltaic System
Comparison of P&O and fuzzy MPPT Methods for Photovoltaic System
 
A low power front end analog multiplexing unit for 12 lead ecg signal acquisi...
A low power front end analog multiplexing unit for 12 lead ecg signal acquisi...A low power front end analog multiplexing unit for 12 lead ecg signal acquisi...
A low power front end analog multiplexing unit for 12 lead ecg signal acquisi...
 
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
A Review on Impact of Solar Panels on Power Quality of Distribution Networks ...
 
Maximum Power Point Tracker Using Fuzzy Logic Controller with Reduced Rules
Maximum Power Point Tracker Using Fuzzy Logic Controller with Reduced RulesMaximum Power Point Tracker Using Fuzzy Logic Controller with Reduced Rules
Maximum Power Point Tracker Using Fuzzy Logic Controller with Reduced Rules
 
Hybrid system with multi-connected boost converter
Hybrid system with multi-connected boost converterHybrid system with multi-connected boost converter
Hybrid system with multi-connected boost converter
 
Finite Step Model Predictive Control Based Asymmetrical Source Inverter with ...
Finite Step Model Predictive Control Based Asymmetrical Source Inverter with ...Finite Step Model Predictive Control Based Asymmetrical Source Inverter with ...
Finite Step Model Predictive Control Based Asymmetrical Source Inverter with ...
 
Solar pv system and mppt
Solar pv system and mpptSolar pv system and mppt
Solar pv system and mppt
 
FAST TRANSIENT RESPONSE LOW DROPOUT VOLTAGE REGULATOR
FAST TRANSIENT RESPONSE LOW DROPOUT VOLTAGE REGULATORFAST TRANSIENT RESPONSE LOW DROPOUT VOLTAGE REGULATOR
FAST TRANSIENT RESPONSE LOW DROPOUT VOLTAGE REGULATOR
 
A novel MPPT Tactic with fast convergence speed .pdf
A novel MPPT Tactic with fast convergence speed .pdfA novel MPPT Tactic with fast convergence speed .pdf
A novel MPPT Tactic with fast convergence speed .pdf
 
11 12 sep17 18aug 8416 9975-1-ed (edit)
11 12 sep17 18aug 8416 9975-1-ed (edit)11 12 sep17 18aug 8416 9975-1-ed (edit)
11 12 sep17 18aug 8416 9975-1-ed (edit)
 
R050801280132
R050801280132R050801280132
R050801280132
 
Optical power debugging in dwdm system having fixed gain amplifiers
Optical power debugging in dwdm system having fixed gain amplifiersOptical power debugging in dwdm system having fixed gain amplifiers
Optical power debugging in dwdm system having fixed gain amplifiers
 
MPPT oscillations minimization in PV system by controlling non-linear dynamic...
MPPT oscillations minimization in PV system by controlling non-linear dynamic...MPPT oscillations minimization in PV system by controlling non-linear dynamic...
MPPT oscillations minimization in PV system by controlling non-linear dynamic...
 
IRJET- Simulation and Comparison of various MPPT Techniques
IRJET-  	  Simulation and Comparison of various MPPT TechniquesIRJET-  	  Simulation and Comparison of various MPPT Techniques
IRJET- Simulation and Comparison of various MPPT Techniques
 
Experimental Verification of the main MPPT techniques for photovoltaic system
Experimental Verification of the main MPPT techniques for photovoltaic systemExperimental Verification of the main MPPT techniques for photovoltaic system
Experimental Verification of the main MPPT techniques for photovoltaic system
 
G1102034148
G1102034148G1102034148
G1102034148
 
Investigations on Capacitor Compensation Topologies Effects of Different Indu...
Investigations on Capacitor Compensation Topologies Effects of Different Indu...Investigations on Capacitor Compensation Topologies Effects of Different Indu...
Investigations on Capacitor Compensation Topologies Effects of Different Indu...
 
R01043105113
R01043105113R01043105113
R01043105113
 

Más de IJERD Editor

A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksA Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksIJERD Editor
 
MEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEMEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEIJERD Editor
 
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...IJERD Editor
 
Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’IJERD Editor
 
Reducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignReducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignIJERD Editor
 
Router 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationRouter 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationIJERD Editor
 
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...IJERD Editor
 
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRMitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRIJERD Editor
 
Study on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingStudy on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingIJERD Editor
 
Spyware triggering system by particular string value
Spyware triggering system by particular string valueSpyware triggering system by particular string value
Spyware triggering system by particular string valueIJERD Editor
 
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...IJERD Editor
 
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeSecure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeIJERD Editor
 
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...IJERD Editor
 
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraGesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraIJERD Editor
 
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...IJERD Editor
 
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...IJERD Editor
 
Moon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingMoon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingIJERD Editor
 
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...IJERD Editor
 
Importance of Measurements in Smart Grid
Importance of Measurements in Smart GridImportance of Measurements in Smart Grid
Importance of Measurements in Smart GridIJERD Editor
 
Study of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderStudy of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderIJERD Editor
 

Más de IJERD Editor (20)

A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service AttacksA Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
A Novel Method for Prevention of Bandwidth Distributed Denial of Service Attacks
 
MEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACEMEMS MICROPHONE INTERFACE
MEMS MICROPHONE INTERFACE
 
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...Influence of tensile behaviour of slab on the structural Behaviour of shear c...
Influence of tensile behaviour of slab on the structural Behaviour of shear c...
 
Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’Gold prospecting using Remote Sensing ‘A case study of Sudan’
Gold prospecting using Remote Sensing ‘A case study of Sudan’
 
Reducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding DesignReducing Corrosion Rate by Welding Design
Reducing Corrosion Rate by Welding Design
 
Router 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and VerificationRouter 1X3 – RTL Design and Verification
Router 1X3 – RTL Design and Verification
 
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
Active Power Exchange in Distributed Power-Flow Controller (DPFC) At Third Ha...
 
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVRMitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
Mitigation of Voltage Sag/Swell with Fuzzy Control Reduced Rating DVR
 
Study on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive ManufacturingStudy on the Fused Deposition Modelling In Additive Manufacturing
Study on the Fused Deposition Modelling In Additive Manufacturing
 
Spyware triggering system by particular string value
Spyware triggering system by particular string valueSpyware triggering system by particular string value
Spyware triggering system by particular string value
 
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
A Blind Steganalysis on JPEG Gray Level Image Based on Statistical Features a...
 
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid SchemeSecure Image Transmission for Cloud Storage System Using Hybrid Scheme
Secure Image Transmission for Cloud Storage System Using Hybrid Scheme
 
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
Application of Buckley-Leverett Equation in Modeling the Radius of Invasion i...
 
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web CameraGesture Gaming on the World Wide Web Using an Ordinary Web Camera
Gesture Gaming on the World Wide Web Using an Ordinary Web Camera
 
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
Hardware Analysis of Resonant Frequency Converter Using Isolated Circuits And...
 
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
Simulated Analysis of Resonant Frequency Converter Using Different Tank Circu...
 
Moon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF DxingMoon-bounce: A Boon for VHF Dxing
Moon-bounce: A Boon for VHF Dxing
 
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
“MS-Extractor: An Innovative Approach to Extract Microsatellites on „Y‟ Chrom...
 
Importance of Measurements in Smart Grid
Importance of Measurements in Smart GridImportance of Measurements in Smart Grid
Importance of Measurements in Smart Grid
 
Study of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powderStudy of Macro level Properties of SCC using GGBS and Lime stone powder
Study of Macro level Properties of SCC using GGBS and Lime stone powder
 

Último

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024SynarionITSolutions
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Principled Technologies
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 

Último (20)

Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...
 
Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationFrom Event to Action: Accelerate Your Decision Making with Real-Time Automation
From Event to Action: Accelerate Your Decision Making with Real-Time Automation
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
Deploy with confidence: VMware Cloud Foundation 5.1 on next gen Dell PowerEdg...
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 

Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller

  • 1. International Journal of Engineering Research and Development ISSN: 2278-067X, Volume 1, Issue 6 (June 2012), PP.10-16 www.ijerd.com Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller Kodukula Sowmya1, P.Swathi2, K.Vijay Kumar3, Indranil Saaki4, 1 PG Student, Department Of EEE, DIET,Ankapalli, Visakhapatnam, AP, INDIA. 2 Assistance Professor, Department Of EEE, DIET,Ankapalli, Visakhapatnam, AP, INDIA. 3 Associate Professor, HOD, Department Of EEE, DIET,Ankapalli, Visakhapatnam, AP, INDIA. 4 Assistance Professor, Department Of EEE, Sri Chaitanya Engineering College, Visakhapatnam, AP, INDIA. Abstract––Low frequency electromechanical oscillations are inevitable characteristics of power systems and they greatly affect the transmission line transfer capability and power system stability. Traditionally, power system stabilizers (PSS) are being used to damp these oscillations. Unified Power Flow Controller (UPFC) is a well-known FACTS device that can control power flow in transmission lines. It can also replace PSS to damp low frequency oscillations effectively through direct control of voltage and power. In this paper a liberalized Philips-Heffron model of a (Single Machine– Infinite Bus) power system with a unified power flow controller is considered. The designed fuzzy-based UPFC controller adjusts four UPFC inputs by appropriately processing of the input error signal, and provides an efficient damping. The results of the simulation show that the UPFC with fuzzy-based controllers is effectively damping the LFO. Keywords—Low frequency Oscillations (LFO), Unified Power Flow Controller (UPFC), Fuzzy logic, Damping controller, Flexiable AC transmission System (FACTS) I. INTRODUCTION The growth in the demand for electric power is ever increasing. Simultaneous 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 exciting opportunities to develop new power system equipments for better utilization of the exciting system.flexible AC transmission systems (FACTS) devices, which provides the needed correction of transmission functionality in order to fully utilize the existing transmission systems. FACTS technology based on use of reliable high speed power electronics, advanced control been demonstrated successfully and continues 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 adays, the electric power system is in transition to a fully competitive deregulated scenario. Under this circumstance, any power system controls such as frequency and voltage controls will be served an ancillary services. Especially, in the case that the proliferation of non-utility generations, i.e., Independent Power Producers (IPPs) 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, etc., increase significantly. In fut ure when these loads are concentrated in 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 competitive environment. 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 electronic equipments to improve the utilization of transmission capacity provides system planners with additional leverage to improve stability of the system. Traditionally, power system stabilizers (PSS) are being used to damp these oscillations. Unified Power Flow Controller (UPFC) is a well-known FACTS device that can control power flow in transmission lines. It can also replace PSS to damp low frequency oscillations effectively through direct control of voltage and power. This paper presents a new approach to the implementation of the UPFC based on a multiple 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 10
  • 2. Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller Fig. 1. UPFC installed in a single-machine infinite-bus 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 Δδ 0 ωo 0 0 Δδ Δώ -K1/M -D/M -K2/M 0 Δω ΔE'q = -K4/T'do 0 -K3/T'do 1/T'do ΔE'q - ΔEfd -KAK5/TA 0 KAK6/TA -1/TA ΔEqe Δνdc K7 0 K8 0 0 0 0 0 0 ΔmE - Kpd/M -Kqe/M -Kpδe/M -Kpb/M -Kpb/M ΔδE + -Kqd/T'do Δvdc + -Kpe/T'de Kqδe/T'do -Kqb/T'do -Kqb/T'do ΔmB - KAKvd/TA -KAKve/TA -KAKvδe/TA KAKvb/TA -KAKvδb/TA ΔδB -K9 Kce Kcδe Kcb Kcδe where mE, mB, E and B are the deviations of the input control signals of the UPFC. 11
  • 3. Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller III. DESIGN OF FUZZY LOGIC CONTROLLER There are two major types of fuzzy controllers, namely Mamdani type and Takagi- Sugeno (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 oscillations of 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), and LP(large positive).The membership functions of the input and output signals are shown in Fig. 3, Fig. 4 and Fig. 5. 12
  • 4. Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller The rules used in this controller are chosen as follows: 1. If δ is LP and Δw is LP then ΔΔu is LP. 2. If δ is LP and is Δw MP then Δu is LP. 3. If δ is LP and is Δw SP then Δu is LP. 4. If δ is LP and is Δw VS then Δu is MP. 5. If δ is LP and is Δw SN then Δu is MP. 6. If δ is LP and is Δw MN then Δu is SP. 7. If δ is LP and is Δw LN then Δu is VS. 8. If δ is MP and is Δw LP then Δu is LP. 9. If δ is MP and is Δw MP then Δu is LP. 10. If δ is MP and is Δw SP then Δu is MP. 11. If δ is MP and is Δw VS then Δu is MP. 12. If δ is MP and is Δw SN then Δu is SP. 13. If δ is MP and is Δw MN then Δu is VS. 14. If δ is MP and is Δw LN hen Δu is SN. 15. If δ is SP and is Δw LP then Δu is LP. 16. If δ is SP and is Δw MP then Δu is MP. 17. If δ is SP and is Δw SP then Δu is MP. 18. If δ is SP and is Δw VS then Δu is SP. 19. If δ is SP and is Δw SN then Δu is VS. 20. If δ is SP and is Δw MN then Δu is SN. 21. If δ is SP and is Δw LN then Δu is MN. 22. If δ is VS and is Δw LP then Δu is LP. 23. If δ is VS and is Δw MP then Δu is LP. 24. If δ is VS and is Δw SP then Δu is LP. 25. If δ is VS and is Δw VS then Δu is LP. 26. If δ is VS and is Δw SN then Δu is LP. 27. If δ is VS and is Δw MN then Δu is LP. 28. If δ is VS and is Δw LN then Δu is LP. 29. If δ is SN and is Δw LP then Δu is LP. 30. If δ is SN and is Δw MP then Δu is LP. 31. If δ is SN and is Δw SP then Δu is LP. 32. If δ is SN and is Δw VS then Δu is LP. 33. If δ is SN and is Δw SN then Δu is LP. 34. If δ is SN and is Δw MN then Δu is LP. 35. If δ is SN and is Δw LN then Δu is LP. 36. If δ is MN and is Δw LP then Δu is LP. 37. If δ is MNand is Δw MP then Δu is LP. 38. If δ is MN and is Δw SP then Δu is LP. 39. If δ is MN and is Δw VS then Δu is LP. 40. If δ is MN and is Δw SN then Δu is LP. 41. If δ is MN and is Δw MN then Δu is LP. 42. If δ is MN and is Δw LN then Δu is LP. 43. If δ is LN and is Δw LP then Δu is LP. 13
  • 5. Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller 44. If δ is LN and is Δw MP then Δu is LP. 45. If δ is LN and is Δw SP then Δu is LP. 46. If δ is LN and is Δw VS then Δu is LP. 47. If δ is LN and is Δw SN then Δu is LP. 48. If δ is LN and is Δw MN then Δu is LP. 49. If δ is LN and is Δw LN then Δu is LP. 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. 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 mE 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 14
  • 6. Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller V. CONCLUSION The above simulations shows that the system considered when used without any damping controller is undamped in nature.The fuzzy controller is designed for this UPFC controller. The simulation results shows that when there is a small perturbance in the power system, the proposed UPFC based fuzzy controller is effectively damping the oscillations. 15
  • 7. Power System Damping Oscillations in Smib with Pss-Fuzzy Upfc Controller REFERENCES [1]. Hingorani, N.G.: ‘High power electronics and flexible AC transmission system’, IEEE Power Eng. Reo., July 1988. [2]. Kundur, P.Klein, M., Roger, G.J. and Zywno, M.S.: ‘Application of power system stabilizers for enhancement of overall system stability’, IEEE Trans. on Power System, 4, (2), 1989, pp. 614-626. [3]. Ewart, D.N. et al.: ‘Flexible AC transmission systems (FACTS) scoping study’. EPRI Report EL-6943, 1990: [4]. L. Gyugyi ‘Unified Power Flow Control Concept for Flexible ac Transmission Systems.’ IEE Proceedings-C, Vol. 139, No. 4, July 1992, p. 323. [5]. L. Gyugyi and C.D. Schauder, et al. ‘The Unified Power Flow Controller : A New Approach 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. ‘Dynamic Modelling of a Unified Power Flow Controller.’ IEE Proceedings-C, Vol. 144, No. 1, January 1997, p. 7. [7]. Papic and P. Zunko et al. ‘Basic Control of Unified Power Flow Controller.’ IEEE Transaction on Power Systems, Vol. 12, No. 4, November 1997, p. 1734. [8]. A. Edris and K. Gyugyi, et al. ‘Proposed Terms and Definitions for Flexible ac Transmission Systems (FACTS).’ IEEE Transactions 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 the Analysis of FACTS Devices in Damping Power System Oscillations — Part III : Unified Power Flow Controller.’ IEEE Transactions on Power Delivery, Vol. 15, No. 3, July 2000, p. 978. 16