Show simple item record

AuthorHeba M., Abdullah
AuthorKamel, Rashad M.
AuthorEl-Sayed, M.
Available date2023-11-25T21:25:56Z
Publication Date2020-06-30
Publication NameSustainable Energy, Grids and Networks
Identifierhttp://dx.doi.org/10.1016/j.segan.2020.100335
CitationAbdullah, H. M., Kamel, R. M., & El-Sayed, M. (2020). Non-communication and artificial neural network based photovoltaic monitoring using the existing impedance relay. Sustainable Energy, Grids and Networks, 22, 100335.‏
ISSN23524677
URIhttps://www.sciencedirect.com/science/article/pii/S235246771930596X
URIhttp://hdl.handle.net/10576/49643
AbstractThis paper deals with developing a new technique based on artificial neural networks (ANN) for monitoring of the remote grid connected photovoltaic (PV) plant. An ANN utilizes the existing impedance relays’ measurements located at switchgear panel to monitor the PV power generated. Also, the proposed technique is able to monitor the power consumed by the load at the distribution side. The simple proposed technique can monitor and decide the reverse power flow in the distribution feeder. Furthermore, the proposed method identifies an index which diagnosis the PV plant performance. The estimated power from the ANN is compared with the PV generation from real time recorded weather data at the distribution site, and the performance index is obtained accordingly. This technique does not employ any communication infrastructure as usually used in the classical monitoring techniques available in the literature. This advantage makes the proposed scheme very highly attractive from the economical point of view.
Languageen
PublisherElsevier
SubjectArtificial neural network
Distance relay
Non-communication monitoring
Photovoltaic array
Photovoltaic distributed generation
TitleNon-communication and artificial neural network based photovoltaic monitoring using the existing impedance relay
TypeArticle
Volume Number22
dc.accessType Abstract Only


Files in this item

FilesSizeFormatView

There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record