Title
Voltage Stability improvement based on firing angle control of SVCs in wind integrated system with ANN
Author
Mishra, Rajan Kumar (Silicon Institute of Technology, Bhubaneswar)
Panda, Ramprasad (Silicon Institute of Technology, Bhubaneswar)
Panda, Nanda Kishor (TU Delft Electrical Sustainable Energy; TU Delft Intelligent Electrical Power Grids)
Department
Electrical Sustainable Energy
Date
2023
Abstract
The widening gap between energy generation and demand on a global scale, coupled with the imperative to reduce emissions, has necessitated the development of largescale sustainable energy solutions. Among the various renewable energy options, Wind Power stands out as a viable source capable of generating substantial amounts of electricity. However, the unpredictable nature of wind availability and its fluctuations pose challenges for grid operators in effectively harnessing and distributing the generated wind power. This issue becomes more pronounced when transmitting wind power through local grids to distant load centers. Voltage instability at local buses emerges as a significant concern in wind-integrated power systems. To address these challenges, dynamic compensation at multiple locations has proven to be an effective solution. Various alternative approach to controlling the firing of Static Var Compensators (SVCs) connected to the network is proposed in the present work. The traditional method, which relies on a classical control approach, is computationally intensive and time-consuming. To overcome this limitation, we propose the utilization of a trained Neural Network for simultaneous control of the firing angles of all SVCs, accommodating various system conditions such as change in load and wind generation fluctuations. Porposed method has been evaluated on both a modified IEEE-30 bus system and a 28-bus Indian system.
Subject
ANN
Distributed Computing
Restoration
Smart Grid
SVC firing
To reference this document use:
http://resolver.tudelft.nl/uuid:dcdd37f4-e686-422c-8287-39c6d0bdb548
DOI
https://doi.org/10.1109/CCPIS59145.2023.10291461
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Embargo date
2024-05-06
ISBN
9798350315769
Source
2023 1st International Conference on Circuits, Power, and Intelligent Systems, CCPIS 2023
Event
1st International Conference on Circuits, Power, and Intelligent Systems, CCPIS 2023, 2023-09-01 → 2023-09-03, Bhubaneswar, India
Series
2023 1st International Conference on Circuits, Power, and Intelligent Systems, CCPIS 2023
Bibliographical note
Green Open Access added to TU Delft Institutional Repository ‘You share, we take care!’ – Taverne project https://www.openaccess.nl/en/you-share-we-take-care Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.
Part of collection
Institutional Repository
Document type
conference paper
Rights
© 2023 Rajan Kumar Mishra, Ramprasad Panda, Nanda Kishor Panda