Nihat İnanç
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View article: A novel gallop operator for horse herd optimization algorithm: application to feature selection of safety defect prediction in UAV
A novel gallop operator for horse herd optimization algorithm: application to feature selection of safety defect prediction in UAV Open
With the growing integration of Autonomous Vehicles (AVs) in military and civilian environments, ensuring robust security mechanisms, particularly through Intrusion Detection Systems (IDS), has become critical. However, the high dimensiona…
View article: A time series forecasting approach based on gradient boosting method for IoT-based solar energy production systems
A time series forecasting approach based on gradient boosting method for IoT-based solar energy production systems Open
View article: Deep Learning Algorithms for Autonomous Vehicle Communications: Technical Insights and Open Challenges
Deep Learning Algorithms for Autonomous Vehicle Communications: Technical Insights and Open Challenges Open
Autonomous vehicles (AVs) are one of the building blocks of modern intelligent transportation systems and have the potential to change some aspects related to mobility, safety, and operational efficiency. In this paper, we analyze recent p…
View article: CEEO: an innovative Coulomb-enhanced Equilibrium Optimizer for task scheduling of cloud services in IoT environments
CEEO: an innovative Coulomb-enhanced Equilibrium Optimizer for task scheduling of cloud services in IoT environments Open
In this paper, we address the multi-objective task scheduling problem in cloud computing environments for IoT-generated tasks, focusing on minimizing makespan, load imbalance, energy consumption, and CO 2 emissions. We propose a novel load…
View article: A genetic-based random ensemble forest learning for cloud-based automotive data transformation in internet of vehicle
A genetic-based random ensemble forest learning for cloud-based automotive data transformation in internet of vehicle Open
The Internet of Vehicles (IoV) is a constantly changing field, and the fast convergence of automotive technology and connectivity has brought about a new era marked by enormous cybersecurity risks. A crucial component of the inquiry is a t…
View article: Control and performance analyses of a DC motor using optimized PIDs and fuzzy logic controller
Control and performance analyses of a DC motor using optimized PIDs and fuzzy logic controller Open
Based on the no-free-lunch theorem, researchers have been proposing optimization algorithms for solving complex engineering problems. This paper analyzes the performance of five metaheuristics: Equilibrium Optimizer (EO), Particle Swarm Op…
View article: Sliding Mode Control based MPPT and Output Voltage Regulation of a Two-stage Stand-alone PV System
Sliding Mode Control based MPPT and Output Voltage Regulation of a Two-stage Stand-alone PV System Open
When it comes to reducing emissions caused by the generation of electricity through conventional sources, among different renewable energies, the solar gains prominence, due to its geographical availability, simplicity of implementation an…
View article: Performance Study of Sliding Mode Speed Controller for Induction Motor Vector Control Using MATLAB/SIMULINK
Performance Study of Sliding Mode Speed Controller for Induction Motor Vector Control Using MATLAB/SIMULINK Open
The sliding mode controller SMC is an advanced controller that can be applied to non-linear systems; thus, it is a convenient control technology for asynchronous motor control. But the discontinuous control of the control law causes the ch…
View article: Sliding Mode Control-Based MPPT and Output Voltage Regulation of a Stand-alone PV System
Sliding Mode Control-Based MPPT and Output Voltage Regulation of a Stand-alone PV System Open
When it comes to reducing emissions caused by the generation of electricity, among different renewable energy sources, the solar energy gains prominence, due to its geographical availability, simplicity of implementation, and absence of ph…
View article: Control of mobile robot formations using A-star algorithm and artificial potential fields
Control of mobile robot formations using A-star algorithm and artificial potential fields Open
Formations or groups of robots become essential in cases where a single robot is insufficient to satisfy a given task. With an increasingly automated world, studies on various topics related to robotics have been carried out in both the in…
View article: Matrix Pencil Method and Singular Value Decomposition Application for DOA Estimation Using Linear Antenna Array with Multiple Signal Sources
Matrix Pencil Method and Singular Value Decomposition Application for DOA Estimation Using Linear Antenna Array with Multiple Signal Sources Open
The practice of estimating the direction of the signal emitted from signal sources using linear antenna arrays is used effectively in both military and civilian radar systems. While the number of signal sources was single in the first stud…
View article: Learning Based Super Resolution Application for Hyperspectral Images
Learning Based Super Resolution Application for Hyperspectral Images Open
Due to its spectral properties, hyperspectral imaging is superior to other types of imaging tools in identifying, distinguishing and classifying objects. Hyperspectral imaging instruments can detect light reflected from certain wavelengths…
View article: Machine Learning Based Short Term Load Estimation in Commercial Buildings
Machine Learning Based Short Term Load Estimation in Commercial Buildings Open
Nowadays, there are many problems with the electricity system, such as increasing consumption, short-time overload during the intra-day, environmental problems caused by fossil fuel, and foreign-source dependency. Therefore, it is necessar…
View article: Hybrid Speed Controller Design Based on Sliding Mode Controller Performance Study for Vector Controlled Induction Motor Drives
Hybrid Speed Controller Design Based on Sliding Mode Controller Performance Study for Vector Controlled Induction Motor Drives Open
The discontinuous control of the sliding mode control (SMC) law causes chattering phenomenon in system trajectories (the oscillation around the desired value), which results in various unwanted effects such as current harmonics and torque …
View article: Channel Optimization By Using Spectrum Sensing Techniques In Cognitive Radio Network
Channel Optimization By Using Spectrum Sensing Techniques In Cognitive Radio Network Open
In recent years, the rapid development of wireless technologies has increased the need for frequency spectrum usage. To overcome this problem, Cognitive Radio (CR) has emerged as a new technique which enables the use of free ranges in the …
View article: IoT based Smart Home Testbed using MQTT Communication Protocol
IoT based Smart Home Testbed using MQTT Communication Protocol Open
Technology is developing day by day in the world. In addition, developing technologies bring innovations and conveniences to all areas of life. However, ensuring the continuity of these innovations brought by technology reveals different p…
View article: COMPARING TIME SERIES FORECASTING METHODS TO ESTIMATE WIND SPEED IN KIRIKKALE REGION
COMPARING TIME SERIES FORECASTING METHODS TO ESTIMATE WIND SPEED IN KIRIKKALE REGION Open
Due to the non-storablenature of electric energy, short-term and long-term electricity generation andconsumption forecast are critical to keeping electricity market in balance. Inaddition, the production estimate of wind energy is parallel…
View article: Optimal Site Selection for a Solar Power Plant in the Central Anatolian Region of Turkey
Optimal Site Selection for a Solar Power Plant in the Central Anatolian Region of Turkey Open
Primary energy sources are running out due to the increase in electrical energy consumption. Environmental problems caused by primary energy sources are also increasing. Using more renewable energy resources (RES) can be considered as one …
View article: The impact of disabling suspicious node communications on network lifetime in wireless ad hoc sensor networks
The impact of disabling suspicious node communications on network lifetime in wireless ad hoc sensor networks Open
In wireless sensor networks (WSNs), the data observed by different nodes must be relayed safely to the base station over intermediate nodes. In the network environment, some sensor nodes can act suspiciously when they enter someone else's …