Browsing by Author "Erenoğlu, Ayşe Kübra"
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Comparative Realistic Objectives Oriented Optimization Framework for EV Charging Scheduling in a Distribution System
Güldorum, Hilmi Cihan; Erenoğlu, Ayşe Kübra; Erdinç, Ozan; Şengör, İbrahim (Institute of Electrical and Electronics Engineers Inc., 2022)The integration of large-scale electric vehicles (EVs) into the distribution system has emerged as a critical topic of research with the proliferation of EVs over the years. To mitigate the negative effects of EVs on ... -
Energy Management Strategy for a Microgrid Including All-in-One Electric Vehicle Station, Renewable Energy and Demand Response
Çiçek, Alper; Erenoğlu, Ayşe Kübra; Taşcıkaraoğlu, Akın; Erdinç, Ozan (IEEE, 2023)Energy consumption in residential areas and transportation sector constitutes an important part of the global energy demand. Moreover, a large part of these energy demands is met from fossil resources. Recently, microgrid ... -
Integrated Rail System and EV Parking Lot Operation With Regenerative Braking Energy, Energy Storage System and PV Availability
Çiçek, Alper; Şengör, İbrahim; Güner, Sıtkı; Karakuş, Furkan; Erenoğlu, Ayşe Kübra; Erdinç, Ozan; Shafie-khah, Miadreza; Catalão, João P. S. (IEEE, 2022)A significant advancement regarding the electrification of transportation has occurred in recent years due to technological developments, environmental concerns, and geopolitical issues in the energy areas all over the ... -
Load Estimation of Different Types of Domestic Users Using Machine Learning Methods and Optimal Battery Sizing
Ünal, Ümit Can; İrek, Hakan; Sancar, Semanur; Erenoğlu, Ayşe Kübra (IEEE, 2023)gained ever-increasing importance as the world population grows, set to reach 10 billion by 2050. The urgency for sustainable and nature-friendly energy production, as well as efficient consumption, parallels the rising ... -
Real-time Allocation of Multi-mobile Resources in Integrated Distribution and Transportation Systems for Resilient Electrical Grid
Erenoğlu, Ayşe Kübra; Erdinç, Ozan (IEEE, 2022)This study proposes a novel real-time optimizationbased critical load restoration strategy for the post-event stages. The key idea is to integrate multi-mobile and stationary resources into the emergency tools of the ... -
Real-Time Hardware Acceleration of Low Precision Quantized Custom Neural Network Model on ZYNQ SoC
Erenoğlu, Ayşe Kübra; Tatar, Güner (IEEE, 2023)Achieving a lower memory footprint and reduced computational density in neural network models requires the use of low-precision models. However, existing techniques typically rely on floating-point arithmetic to preserve ... -
Scheduling of Mobile Charging Stations for Fair Electric Vehicle Charging
Beyazıt, Muhammed Ali; Erenoğlu, Ayşe Kübra; Taşcıkaraoğlu, Akın (IEEE, 2023)The escalating demand for electric vehicles (EVs) has underscored the necessity for devising and implementing innovative EV charging techniques, rendering it a pressing concern. In this investigation, we put forward ...