Search Results - "Kuzlu, Murat"

Communication network requirements for major smart grid applications in HAN, NAN and WAN by Kuzlu, Murat, Pipattanasomporn, Manisa, Rahman, Saifur

“…Since the introduction of the smart grid, accelerated deployment of various smart grid technologies and applications have been experienced. This allows the…”
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Gaining Insight Into Solar Photovoltaic Power Generation Forecasting Utilizing Explainable Artificial Intelligence Tools by Kuzlu, Murat, Cali, Umit, Sharma, Vinayak, Guler, Ozgur

“…Over the last two decades, Artificial Intelligence (AI) approaches have been applied to various applications of the smart grid, such as demand response,…”
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An overview of bidirectional electric vehicles charging system as a Vehicle to Anything (V2X) under Cyber–Physical Power System (CPPS) by Elma, Onur, Cali, Umit, Kuzlu, Murat

“…Nowadays, EVs are rapidly increasing in popularity, and are accepted as the vehicles of the future all over the world. The most important components are their…”
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Cybersecure and scalable, token-based renewable energy certificate framework using blockchain-enabled trading platform by Cali, Umit, Kuzlu, Murat, Sebastian-Cardenas, D. Jonathan, Elma, Onur, Pipattanasomporn, Manisa, Reddi, Ramesh

“…Decarbonization of energy systems has been a recent trend during the last two decades where large-scale renewable energy sources (RES) are integrated into the…”
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Digitalization of railway transportation through AI-powered services: digital twin trains by Sarp, Salih, Kuzlu, Murat, Jovanovic, Vukica, Polat, Zekeriya, Guler, Ozgur

“…Digitalization is a key concept that transformed the various industries through technologies like Internet of Things (IoT), Artificial Intelligence (AI), and…”
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BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models by Wibawa, Febrianti, Catak, Ferhat Ozgur, Sarp, Salih, Kuzlu, Murat

“…Medical data is frequently quite sensitive in terms of data privacy and security. Federated learning has been used to increase the privacy and security of…”
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Simultaneous wound border segmentation and tissue classification using a conditional generative adversarial network by Sarp, Salih, Kuzlu, Murat, Pipattanasomporn, Manisa, Guler, Ozgur

“…Generative adversarial network (GAN) applications on medical image synthesis have the potential to assist caregivers in deciding a proper chronic wound…”
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Defensive Distillation-Based Adversarial Attack Mitigation Method for Channel Estimation Using Deep Learning Models in Next-Generation Wireless Networks by Catak, Ferhat Ozgur, Kuzlu, Murat, Catak, Evren, Cali, Umit, Guler, Ozgur

“…Future wireless networks (5G and beyond), also known as Next Generation or NextG, are the vision of forthcoming cellular systems, connecting billions of…”
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Analysis of deceptive data attacks with adversarial machine learning for solar photovoltaic power generation forecasting by Kuzlu, Murat, Sarp, Salih, Catak, Ferhat Ozgur, Cali, Umit, Zhao, Yanxiao, Elma, Onur, Guler, Ozgur

“…The solar photovoltaics (PV) energy resources have become more important with their significant contribution to the current power grid among renewable energy…”
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Editorial: Internet of energy for renewable energy-based decarbonized electrical energy systems by Elma, Onur, Kuzlu, Murat, Zohrabi, Nasibeh

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An XAI approach for COVID-19 detection using transfer learning with X-ray images by Sarp, Salih, Catak, Ferhat Ozgur, Kuzlu, Murat, Cali, Umit, Kusetogullari, Huseyin, Zhao, Yanxiao, Ates, Gungor, Guler, Ozgur

“…The coronavirus disease (COVID-19) has continued to cause severe challenges during this unprecedented time, affecting every part of daily life in terms of…”
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WG2AN: Synthetic wound image generation using generative adversarial network by Sarp, Salih, Kuzlu, Murat, Wilson, Emmanuel, Guler, Ozgur

“…In part due to its ability to mimic any data distribution, Generative Adversarial Network (GAN) algorithms have been successfully applied to many applications,…”
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Defending AI-Based Automatic Modulation Recognition Models Against Adversarial Attacks by Tang, Haolin, Catak, Ferhat Ozgur, Kuzlu, Murat, Catak, Evren, Zhao, Yanxiao

“…Automatic Modulation Recognition (AMR) is one of the critical steps in the signal processing chain of wireless networks, which can significantly improve…”
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Security Hardening of Intelligent Reflecting Surfaces Against Adversarial Machine Learning Attacks by Catak, Ferhat Ozgur, Kuzlu, Murat, Tang, Haolin, Catak, Evren, Zhao, Yanxiao

“…Next-generation communication networks, also known as NextG or 5G and beyond, are the future data transmission systems that aim to connect a large amount of…”
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Mitigating the Impact of Renewable Variability With Demand-Side Resources Considering Communication and Cyber Security Limitations by Bian, Desong, Shi, Di, Pipattanasomporn, Manisa, Kuzlu, Murat, Rahman, Saifur

“…With the rapid development of smart grid, the penetration of renewable energy resources is higher than ever and keeps growing. However, the output of renewable…”
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Role of Artificial Intelligence in the Internet of Things (IoT) cybersecurity by Kuzlu, Murat, Fair, Corinne, Guler, Ozgur

“…In recent years, the use of the Internet of Things (IoT) has increased exponentially, and cybersecurity concerns have increased along with it. On the cutting…”
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Load Profiles of Selected Major Household Appliances and Their Demand Response Opportunities by Pipattanasomporn, Manisa, Kuzlu, Murat, Rahman, Saifur, Teklu, Yonael

“…Electrical power consumption data and load profiles of major household appliances are crucial elements for demand response studies. This paper discusses load…”
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Power disaggregation of combined HVAC loads using supervised machine learning algorithms by Rahman, Imran, Kuzlu, Murat, Rahman, Saifur

“…Power disaggregation algorithms are used to decompose building level power consumption data into individual equipment level power information. In order to…”
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An Algorithm for Intelligent Home Energy Management and Demand Response Analysis by Pipattanasomporn, M., Kuzlu, M., Rahman, S.

“…A home energy management (HEM) system is an integral part of a smart grid that can potentially enable demand response applications for residential customers…”
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Transactive control for efficient operation of commercial buildings by Ramdaspalli, Sneharaj, Pipattanasomporn, Manisa, Kuzlu, Murat, Rahman, Saifur

“…This paper describes the model development of a commercial building and investigates benefits of transactive control for efficient operation of buildings. The…”
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