Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Benish Kabir"'
Autor:
Benish Kabir, Umar Qasim, Nadeem Javaid, Abdulaziz Aldegheishem, Nabil Alrajeh, Emad A. Mohammed
Publikováno v:
Sustainability; Volume 14; Issue 22; Pages: 15001
The current study uses a data-driven method for Nontechnical Loss (NTL) detection using smart meter data. Data augmentation is performed using six distinct theft attacks on benign users’ samples to balance the data from honest and theft samples. Th
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::95af2648af4063092debbcbbbcd2b709
Publikováno v:
Innovative Mobile and Internet Services in Ubiquitous Computing ISBN: 9783030797270
IMIS
IMIS
In this paper, a novel hybrid deep learning approach is proposed to detect the nontechnical losses (NTLs) that occur in smart grids due to illegal use of electricity, faulty meters, meter malfunctioning, unpaid bills, etc. The proposed approach is ba
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4e69d653e732641f95060deb40fb20e8
https://doi.org/10.1007/978-3-030-79728-7_12
https://doi.org/10.1007/978-3-030-79728-7_12
Publikováno v:
Complex, Intelligent and Software Intensive Systems ISBN: 9783030797249
CISIS
CISIS
In this paper, a hybrid deep learning model is presented to detect electricity theft in the power grids, which happens due to the Non-Technical Losses (NTLs). The NTLs emerge due to meter malfunctioning, meter bypassing, meter tampering, etc. The mai
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e9b477ac3e8b964647065631f58bfa55
https://doi.org/10.1007/978-3-030-79725-6_24
https://doi.org/10.1007/978-3-030-79725-6_24
Publikováno v:
Complex, Intelligent and Software Intensive Systems ISBN: 9783030797249
CISIS
CISIS
In this paper, we present a novel approach for the electricity theft detection (ETD). It comprises of two modules: (1) implementations of the six theft attacks for dealing with the data imbalanced issue and (2) a gated recurrent unit (GRU) to tackle
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f1a5bd2299233ad06bc8b189cbc0b868
https://doi.org/10.1007/978-3-030-79725-6_39
https://doi.org/10.1007/978-3-030-79725-6_39
Publikováno v:
ACM Transactions on Software Engineering & Methodology; May2023, Vol. 32 Issue 3, p1-40, 40p
Autor:
Kabir, Benish, Qasim, Umar, Javaid, Nadeem, Aldegheishem, Abdulaziz, Alrajeh, Nabil, Mohammed, Emad A.
Publikováno v:
Sustainability (2071-1050); Nov2022, Vol. 14 Issue 22, p15001, 19p
This book includes the proceedings of the 15th International Conference on Complex, Intelligent, and Software Intensive Systems, which took place in Asan, Korea, on July 1–3, 2021. Software intensive systems are systems, which heavily interact with
This book includes proceedings of the 15th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS-2021), which took place in Asan, Korea, on July 1-3, 2021. With the proliferation of wireless technologies an