DESIGN OF STATIC SYNCHRONOUS COMPENSATOR STATCOM BASED ON NEURO-FUZZY LOGIC CONTROL
One of the major issues involved in power transmission is enhancing the capability of transferring the active power through the existing transmission system and flexible control of power flow through these transmission lines. To achieve these goals the use of solid-state devices for reliable operat...
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| Format: | Article |
| Language: | Arabic |
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Mustansiriyah University/College of Engineering
2016-11-01
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| Series: | Journal of Engineering and Sustainable Development |
| Subjects: | |
| Online Access: | https://jeasd.uomustansiriyah.edu.iq/index.php/jeasd/article/view/703 |
| _version_ | 1817975943231176704 |
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| author | Mohammed Yahya Suliman |
| author_facet | Mohammed Yahya Suliman |
| author_sort | Mohammed Yahya Suliman |
| collection | DOAJ |
| description |
One of the major issues involved in power transmission is enhancing the capability of transferring the active power through the existing transmission system and flexible control of power flow through these transmission lines. To achieve these goals the use of solid-state devices for reliable operation and faster control. The power electronics devices are utilized to control the flow of power these are classified under the flexible ac transmission systems (FACTS). Static synchronous compensator (STATCOM) is a FACTS device, STATCOM is designed by a solid-state device based on a voltage source inverter (VSI), provides a controllable compensating voltage over the identical range of inductive and capacitive independent of the line current. In this study, a design scheme of STATCOM by utilizing Neuro-Fuzzy logic controller is proposed, Sugeno type fuzzy logic, by using off-line rules are trained, also the d-q theory was used to calculate the parameters of power system due to its less computation and high accuracy. The simulation results show the proposed controller is reliable and robust compared to the conventional controllers where it needs less than a cycle to reach the steady-state and also less oscillation.
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| first_indexed | 2024-04-13T21:56:02Z |
| format | Article |
| id | doaj.art-f5d42ee80d9f4a3c80fc34cdeeb7a528 |
| institution | Directory Open Access Journal |
| issn | 2520-0917 2520-0925 |
| language | Arabic |
| last_indexed | 2024-04-13T21:56:02Z |
| publishDate | 2016-11-01 |
| publisher | Mustansiriyah University/College of Engineering |
| record_format | Article |
| series | Journal of Engineering and Sustainable Development |
| spelling | doaj.art-f5d42ee80d9f4a3c80fc34cdeeb7a5282022-12-22T02:28:15ZaraMustansiriyah University/College of EngineeringJournal of Engineering and Sustainable Development2520-09172520-09252016-11-01206DESIGN OF STATIC SYNCHRONOUS COMPENSATOR STATCOM BASED ON NEURO-FUZZY LOGIC CONTROLMohammed Yahya Suliman0Technical Power Engineering Department, Northern Technical University, Baghdad, Iraq One of the major issues involved in power transmission is enhancing the capability of transferring the active power through the existing transmission system and flexible control of power flow through these transmission lines. To achieve these goals the use of solid-state devices for reliable operation and faster control. The power electronics devices are utilized to control the flow of power these are classified under the flexible ac transmission systems (FACTS). Static synchronous compensator (STATCOM) is a FACTS device, STATCOM is designed by a solid-state device based on a voltage source inverter (VSI), provides a controllable compensating voltage over the identical range of inductive and capacitive independent of the line current. In this study, a design scheme of STATCOM by utilizing Neuro-Fuzzy logic controller is proposed, Sugeno type fuzzy logic, by using off-line rules are trained, also the d-q theory was used to calculate the parameters of power system due to its less computation and high accuracy. The simulation results show the proposed controller is reliable and robust compared to the conventional controllers where it needs less than a cycle to reach the steady-state and also less oscillation. https://jeasd.uomustansiriyah.edu.iq/index.php/jeasd/article/view/703FACTSSTATCOMVSId-q theorypark transformationFLC |
| spellingShingle | Mohammed Yahya Suliman DESIGN OF STATIC SYNCHRONOUS COMPENSATOR STATCOM BASED ON NEURO-FUZZY LOGIC CONTROL Journal of Engineering and Sustainable Development FACTS STATCOM VSI d-q theory park transformation FLC |
| title | DESIGN OF STATIC SYNCHRONOUS COMPENSATOR STATCOM BASED ON NEURO-FUZZY LOGIC CONTROL |
| title_full | DESIGN OF STATIC SYNCHRONOUS COMPENSATOR STATCOM BASED ON NEURO-FUZZY LOGIC CONTROL |
| title_fullStr | DESIGN OF STATIC SYNCHRONOUS COMPENSATOR STATCOM BASED ON NEURO-FUZZY LOGIC CONTROL |
| title_full_unstemmed | DESIGN OF STATIC SYNCHRONOUS COMPENSATOR STATCOM BASED ON NEURO-FUZZY LOGIC CONTROL |
| title_short | DESIGN OF STATIC SYNCHRONOUS COMPENSATOR STATCOM BASED ON NEURO-FUZZY LOGIC CONTROL |
| title_sort | design of static synchronous compensator statcom based on neuro fuzzy logic control |
| topic | FACTS STATCOM VSI d-q theory park transformation FLC |
| url | https://jeasd.uomustansiriyah.edu.iq/index.php/jeasd/article/view/703 |
| work_keys_str_mv | AT mohammedyahyasuliman designofstaticsynchronouscompensatorstatcombasedonneurofuzzylogiccontrol |