A novel islanding detection method based on transfer learning technique using VGG16 network
SKG Manikonda, DN Gaonkar - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
2019 IEEE International Conference on Sustainable Energy …, 2019•ieeexplore.ieee.org
The escalating need for energy in the recent times is unprecedented, which is driving the
penetration of renewable energy sources in distribution system in a big way. The growing
number of renewable sources in a system has made the control, operation and protection of
the system very complex. Among others, one of the key issues in seamless interconnection
of renewable energy sources to a system is islanding. This paper proposes a new and
efficient islanding detection method that employs transfer learning based technique. The …
penetration of renewable energy sources in distribution system in a big way. The growing
number of renewable sources in a system has made the control, operation and protection of
the system very complex. Among others, one of the key issues in seamless interconnection
of renewable energy sources to a system is islanding. This paper proposes a new and
efficient islanding detection method that employs transfer learning based technique. The …
The escalating need for energy in the recent times is unprecedented, which is driving the penetration of renewable energy sources in distribution system in a big way. The growing number of renewable sources in a system has made the control, operation and protection of the system very complex. Among others, one of the key issues in seamless interconnection of renewable energy sources to a system is islanding. This paper proposes a new and efficient islanding detection method that employs transfer learning based technique. The results show that the proposed method can successfully classify islanding events with a good accuracy.
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