Yazar "Yavuz, Levent" için listeleme
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Adaptive Fault Detection Scheme Using an Optimized Self-healing Ensemble Machine Learning Algorithm
Yavuz, Levent; Soran, Ahmet; Onen, Ahmet; Li, Xiangjun; Muyeen, S. M. (CHINA ELECTRIC POWER RESEARCH INST, 2022)This paper proposes a new cost-efficient, adaptive, and self-healing algorithm in real time that detects faults in a short period with high accuracy, even in the situations when it is difficult to detect. Rather than using ... -
Artificial Intelligence Based Intrusion Detection System for IEC 61850 Sampled Values Under Symmetric and Asymmetric Faults
Ustun, Taha Selim; Hussain, S. M. Suhail; Yavuz, Levent; Onen, Ahmet (IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC445 HOES LANE, PISCATAWAY, NJ 08855-4141, 2021)Modern power systems require increased connectivity to implement novel coordination and control schemes. Wide-spread use of information technology in smartgrid domain is an outcome of this need. IEC 61850-based communication ... -
Heuristic vectorized learning method based PV forecasting by using image recognition-based sky camera integration within sensor set
Yavuz, Levent (Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)In order to ensure the continuity of demand and production balance, the use of renewable energy resources (RES) by countries will increase in the near future. Solar power generation is important for the integration of ... -
PSO Supported Ensemble Algorithm for Bad Data Detection Against Intelligent Hacking Algorithm
Yavuz, Levent; Soran, Ahmet; Onen, Ahmet; Muyeen, S. M. (FRONTIERS MEDIA SAAVENUE DU TRIBUNAL FEDERAL 34, LAUSANNE CH-1015, SWITZERLAND, 2021)Power system cybersecurity has recently become important due to cyber-attacks. Due to advanced computer science and machine learning (ML) applications being used by malicious attackers, cybersecurity is becoming crucial ... -
Transformation of microgrid to virtual power plant - a comprehensive review
Yavuz, Levent; Onen, Ahmet; Muyeen, S. M.; Kamwa, Innocent (INST ENGINEERING TECHNOLOGY-IET, MICHAEL FARADAY HOUSE SIX HILLS WAY STEVENAGE, HERTFORD SG1 2AY, ENGLAND, 2019)To provide continuity of balancing demand and generation, renewable sources will be more active than today in near future due to the tendency of massive investment on renewable energy sources (RESs) by countries. However, ...
