Nonlinear Adaptive NeuroFuzzy Wavelet Based Damping Control Paradigm for SSSC
Static Synchronous Series Compensator (SSSC) is a series compensating Flexible AC Transmission System (FACTS) controller with primary objective of power flow control on a line by injecting a voltage in series with transmission line. However, it can efficiently be used for improving the system stab...
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| Format: | Article |
| Language: | English |
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Stefan cel Mare University of Suceava
2012-08-01
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| Series: | Advances in Electrical and Computer Engineering |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.4316/AECE.2012.03015 |
| _version_ | 1818288887295901696 |
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| author | BADAR, R. KHAN, L. |
| author_facet | BADAR, R. KHAN, L. |
| author_sort | BADAR, R. |
| collection | DOAJ |
| description | Static Synchronous Series Compensator (SSSC) is a series compensating Flexible AC Transmission System (FACTS) controller with primary objective of power flow control on a line by injecting a voltage in series with transmission line. However, it can efficiently be used for improving the system stability by using a supplementary damping control system. In this work, Adaptive Neurofuzzy Wavelet Control (ANFWC) paradigm for SSSC supplementary damping control system has been proposed and successfully applied to a Single Machine Infinite Bus (SMIB) power system. Gradient descent based back propagation algorithm, being simple with sufficient efficiency, has been used to update the controller parameters. The robustness of the proposed control strategy has been validated using nonlinear time domain simulations for different faults and various operating conditions of power system. Finally, the results have been compared with Conventional Adaptive Takagi-Sugino Controller (CATC) on the basis of different performance indices. |
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| format | Article |
| id | doaj.art-38118dbe74bc409983aa07b9e0b3cc7a |
| institution | Directory Open Access Journal |
| issn | 1582-7445 1844-7600 |
| language | English |
| last_indexed | 2024-12-13T02:03:31Z |
| publishDate | 2012-08-01 |
| publisher | Stefan cel Mare University of Suceava |
| record_format | Article |
| series | Advances in Electrical and Computer Engineering |
| spelling | doaj.art-38118dbe74bc409983aa07b9e0b3cc7a2022-12-22T00:03:12ZengStefan cel Mare University of SuceavaAdvances in Electrical and Computer Engineering1582-74451844-76002012-08-011239710410.4316/AECE.2012.03015Nonlinear Adaptive NeuroFuzzy Wavelet Based Damping Control Paradigm for SSSCBADAR, R.KHAN, L.Static Synchronous Series Compensator (SSSC) is a series compensating Flexible AC Transmission System (FACTS) controller with primary objective of power flow control on a line by injecting a voltage in series with transmission line. However, it can efficiently be used for improving the system stability by using a supplementary damping control system. In this work, Adaptive Neurofuzzy Wavelet Control (ANFWC) paradigm for SSSC supplementary damping control system has been proposed and successfully applied to a Single Machine Infinite Bus (SMIB) power system. Gradient descent based back propagation algorithm, being simple with sufficient efficiency, has been used to update the controller parameters. The robustness of the proposed control strategy has been validated using nonlinear time domain simulations for different faults and various operating conditions of power system. Finally, the results have been compared with Conventional Adaptive Takagi-Sugino Controller (CATC) on the basis of different performance indices.http://dx.doi.org/10.4316/AECE.2012.03015SSSCSMIB power systempower system stabilityadaptive neurofuzzy controlwavelet neural network |
| spellingShingle | BADAR, R. KHAN, L. Nonlinear Adaptive NeuroFuzzy Wavelet Based Damping Control Paradigm for SSSC Advances in Electrical and Computer Engineering SSSC SMIB power system power system stability adaptive neurofuzzy control wavelet neural network |
| title | Nonlinear Adaptive NeuroFuzzy Wavelet Based Damping Control Paradigm for SSSC |
| title_full | Nonlinear Adaptive NeuroFuzzy Wavelet Based Damping Control Paradigm for SSSC |
| title_fullStr | Nonlinear Adaptive NeuroFuzzy Wavelet Based Damping Control Paradigm for SSSC |
| title_full_unstemmed | Nonlinear Adaptive NeuroFuzzy Wavelet Based Damping Control Paradigm for SSSC |
| title_short | Nonlinear Adaptive NeuroFuzzy Wavelet Based Damping Control Paradigm for SSSC |
| title_sort | nonlinear adaptive neurofuzzy wavelet based damping control paradigm for sssc |
| topic | SSSC SMIB power system power system stability adaptive neurofuzzy control wavelet neural network |
| url | http://dx.doi.org/10.4316/AECE.2012.03015 |
| work_keys_str_mv | AT badarr nonlinearadaptiveneurofuzzywaveletbaseddampingcontrolparadigmforsssc AT khanl nonlinearadaptiveneurofuzzywaveletbaseddampingcontrolparadigmforsssc |