Open access Jurnal SINTA 1
Adaptive virtual inertia controller based on machine learning for superconducting magnetic energy storage for dynamic response enhanced
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 13 No. 4 (2023)
- ISSN
- 2722-2578, 2088-8708
- Published
- 2023-08-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
The goal of this paper was to create an adaptive virtual inertia controller (VIC) for superconducting magnetic energy storage (SMES). An adaptive virtual inertia controller is designed using an extreme learning machine (ELM). The test system is a 25-bus interconnected Java Indonesian power grid. Time domain simulation is used to evaluate the effectiveness of the proposed controller method. To simulate the case study, the MATLAB/Simulink environment is used. According to the simulation results, an extreme learning machine can be used to make the virtual inertia controller adaptable to system variation. It has also been discovered that designing virtual inertia based on an extreme learning machine not only makes the VIC adaptive to any change in the system but also provides better dynamics performance when compared to other scenarios (the overshoot value of adaptive VIC is less than -5×10-5).
Collaboration network of the authors
19 authors · 53 co-authorship links · 31 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- Universitas Airlangga
- Institut Teknologi Sepuluh Nopember
- Universitas Pertamina
- Liverpool John Moores University
- Telkom University
- Politeknik Siber dan Sandi Negara
- SRM Institute of Science and Technology
- Other organisations
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Karl O. Jones | Liverpool John Moores University | 2 |
| Teguh Aryo Nugroho | Universitas Pertamina | 2 |
| Herri Trilaksana | Universitas Airlangga | 2 |
| Tahta Amrillah | Universitas Airlangga | 2 |
| Prisma Megantoro | Universitas Airlangga | 2 |
| Brahmantya Aji Pramudita | Telkom University | 1 |
| Dimas Febriyan Priambodo | Politeknik Siber dan Sandi Negara | 1 |
| Hafidz Faqih Aldi Kusuma | Universitas Airlangga | 1 |
| Lilik Jamilatul Awalin | Universitas Airlangga | 1 |
| P. Vigneshwaran | SRM Institute of Science and Technology | 1 |
| Adi Soeprijanto | Institut Teknologi Sepuluh Nopember | 1 |
| Bima Mustaqim | Institut Teknologi Sepuluh Nopember | 1 |
| Fauzan Nusyura | Institut Teknologi Telkom Surabaya | 1 |
| Ardyono Priyadi | Institut Teknologi Sepuluh Nopember | 1 |
| Imam Abadi | Institut Teknologi Sepuluh Nopember | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.