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Power Quality Controller using Remote Control System

  • Yasmin Nasser Mohamed
  • , Ibraheem Shayea
  • , Sajjad Ahmad Khan
  • , Ayman A. El-Saleh
  • , Mardeni Roslee
  • Istanbul Technical University
  • A'Sharqiyah University
  • Multimedia University

Araştırma çıktısı: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › Hakemli

1 Atıf (Scopus)

Özet

The most important activity in the electric power industry is to deliver a good quality of electric power to consumers since electricity has become the fundamental element of electrical equipment operation. This paper aims to design a Remote Monitoring System (RMS) to control and improve electric power quality by employing the Artificial Neural Network (ANN). Therefore, comprehensive research is carried out, and artificial data simulation is performed to achieve the targeted goals. Two main parameters such as voltage and current, are used to monitor the systems. On the other hand, Wireless Sensor Network (WSN) is used to collect the data, and then the data is transmitted by radio waves. Subsequently, the collected data are regrouped in a remote-control center where computers control the information. The control center is equipped with an ANN, and the remotely controlled system uses a deep learning technique to perform the decisions accurately. ANN first learns the powerful signals and compares them with the received signals. Hence, the proposed system demonstrates an intelligent way of monitoring the quality of electric power without human intervention.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığı15th IEEE Malaysia International Conference on Communications
Ana bilgisayar yayını alt yazısıEmerging Technologies in IoT and 5G, MICC 2021 - Proceedings
EditörlerAznilinda Zainuddin, Nur Idora Abdul Razak
YayınlayanInstitute of Electrical and Electronics Engineers Inc.
Sayfalar31-36
Sayfa sayısı6
ISBN (Elektronik)9781665426763
DOI'lar
Yayın durumuYayınlandı - 2021
Etkinlik15th IEEE Malaysia International Conference on Communications, MICC 2021 - Virtual, Online, Malaysia
Süre: 1 Ara 2021 → 2 Ara 2021

Yayın serisi

Adı15th IEEE Malaysia International Conference on Communications: Emerging Technologies in IoT and 5G, MICC 2021 - Proceedings

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???event.eventtypes.event.conference???15th IEEE Malaysia International Conference on Communications, MICC 2021
Ülke/BölgeMalaysia
ŞehirVirtual, Online
Periyot1/12/21 → 2/12/21

Bibliyografik not

Publisher Copyright:
© 2021 IEEE

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