ISSN 2278-9723
 

Research Article 


ANN based D-FACTS for Power Quality Enhancement in Microgrid

UDEDEEP SINGH DHILLON.

Abstract
This paper proposes the concept of D-STATCOM and adaptive switched filter compensator to mitigate the power quality problems in distributed system. The key parameters for power quality measurements are voltage distortions such as sag & swell, current harmonics caused by different load conditions. A conventional PID controller is used for regulating the dc link voltages of D-FACTS and ASFC controllers to compensate the power quality problems. The parameter tuning of PID controller is the major criteria. A grasshopper optimization is implemented for tuning of PID controller. The GOA based PID controller compensate the 80% of harmonic distortions and voltage distortions. To improve the harmonic distortions and compensate voltage distortions, the dc link voltage can be regulated with ANN controller.

Key words: Quality, Power, Enhancement, Microgrid.


 
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Pubmed Style

UDEDEEP SINGH DHILLON. ANN based D-FACTS for Power Quality Enhancement in Microgrid. . 2022; 10(2): 64-72. doi:10.31838/ijccts/10.02.07


Web Style

UDEDEEP SINGH DHILLON. ANN based D-FACTS for Power Quality Enhancement in Microgrid. https://www.ijccts.org/?mno=61285 [Access: June 18, 2022]. doi:10.31838/ijccts/10.02.07


AMA (American Medical Association) Style

UDEDEEP SINGH DHILLON. ANN based D-FACTS for Power Quality Enhancement in Microgrid. . 2022; 10(2): 64-72. doi:10.31838/ijccts/10.02.07



Vancouver/ICMJE Style

UDEDEEP SINGH DHILLON. ANN based D-FACTS for Power Quality Enhancement in Microgrid. . (2022), [cited June 18, 2022]; 10(2): 64-72. doi:10.31838/ijccts/10.02.07



Harvard Style

UDEDEEP SINGH DHILLON (2022) ANN based D-FACTS for Power Quality Enhancement in Microgrid. , 10 (2), 64-72. doi:10.31838/ijccts/10.02.07



Turabian Style

UDEDEEP SINGH DHILLON. 2022. ANN based D-FACTS for Power Quality Enhancement in Microgrid. International Journal of Communication and Computer Technologies, 10 (2), 64-72. doi:10.31838/ijccts/10.02.07



Chicago Style

UDEDEEP SINGH DHILLON. "ANN based D-FACTS for Power Quality Enhancement in Microgrid." International Journal of Communication and Computer Technologies 10 (2022), 64-72. doi:10.31838/ijccts/10.02.07



MLA (The Modern Language Association) Style

UDEDEEP SINGH DHILLON. "ANN based D-FACTS for Power Quality Enhancement in Microgrid." International Journal of Communication and Computer Technologies 10.2 (2022), 64-72. Print. doi:10.31838/ijccts/10.02.07



APA (American Psychological Association) Style

UDEDEEP SINGH DHILLON (2022) ANN based D-FACTS for Power Quality Enhancement in Microgrid. International Journal of Communication and Computer Technologies, 10 (2), 64-72. doi:10.31838/ijccts/10.02.07