DERSLER VE İÇERİKLERİ Güz/Bahar Dönemi

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7099

Research Methodology and Scientific Ethic

3

0

3

6

İçerik: Basic qualities of researcher, Responsibilities of researcher, Scientific methods, Fundamentals of a research, Scientific research and types, Basic research, Applied research, Literature survey, Reference search, Selection of research problem, Selection of topic, Evaluation of research results, Writing of scientific findings, Citation techniques, Main chapters in scientific papers, Thesis preparation, Chapters of a thesis, Writing steps of a thesis, Presentation preparation, Ethic in scientific research, Unethical situations.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-S7000

Seminar

0

0

0

6

İçerik: Presentation of the results of the thesis studies to the supervisor and faculty members.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-S7000

Special Area Course

0

0

0

24

İçerik: The interpretation of the results of the research studies under the supervision of an instructor.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-S7000

Thesis

5

0

5

6

İçerik: Discussion and interpretation of thesis studies with the advisor.

 

 

DERSLER VE İÇERİKLERİ Güz/Bahar Dönemi

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7001

Microelectromechanical Systems

3

0

3

6

İçerik: Micro electro mechanical systems (MEMS), devices, and technologies, micro-machining and microfabrication techniques, including planar thin-film processing, silicon etching, wafer bonding, photolithography, deposition, and etching, transduction mechanisms and modeling in different energy domains, analysis of micromachined capacitive, piezoresistive, and thermal sensors/actuators and applications, computer-aided design for MEMS layout, fabrication, and analysis.

 


 

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7002

Introduction to Infrared Devices and Systems

3

0

3

6

İçerik: Infrared radiation fundamentals, basics of thermal imaging, characteristics of infrared detectors, photon sensors and uncooled thermal detectors, characterization of infrared systems, industrial and other applications of thermal imaging.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7004

Signal Processing Approaches to Bioelectromagnetism

3

0

3

6

İçerik: Properties of biomedical signals (especially brain signals). Features of bioelectric signals (EEG, MEG), frequency spectrum and processing techniques. Implementation of basic signal processing methods to brain signals.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7005

Discrete-Time Signal Processing

3

0

3

6

İçerik: Discrete-time domain and frequency domain representation of signals and systems, Sampling, DFT, FFT, z - transform, Filter design techniques. Applications of DSP.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7008

Optical Fiber Sensors

3

0

3

6

İçerik: Introduction to Optical Fiber Sensors, Optical Fiber Sensing Solutions: From Macro- to Micro-/Nanoscale, Interferometric Fiber-Optic Sensors, Polymer Optical Fiber Sensors, Surface Plasmon Resonance Fiber-Optic Sensors, Photonic-Crystal Fibers for Sensing Applications, Liquid Crystal Optical Fibers for Sensing Applications, Optical Microfiber Physical Sensors, Fiber Bragg Grating Sensors and Interrogation Systems Polymer Fiber Bragg Grating Sensors and Their Applications, Acousto-Optic Effect and Its Application in Optical Fibers.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7009

Laser Electronics

3

0

3

6

İçerik: Review of Electromagnetic Theory, Ray Tracing in an Optical System, Gaussian Beams, Guided Optical Beams, Optical Cavities and Resonant Optical Cavities, Laser Oscillation, Amplification, and General Characteristics of Lasers, Advanced Topics in Laser Electromagnetics, Detection of Optical Radiation. Advanced discussion on selected topics related to electronic circuits, design techniques, and examples; This course will be focused on recent research in electronics, modern electronic component characteristics, specification, and testing.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7010

Optoelectronic Materials

3

0

3

6

İçerik: Introduction to Optoelectronic Materials; Introduction to Optoelectronic Device Principles; Electronic and optoelectronic materials and devices inspired by nature; Advanced Light Emissive Device Structures; Nonlinear Optical Materials and Devices; Graphene-based optoelectronics; Optical Sensing Applications; Opto-Electronic Packaging.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7011

C# Applications

3

0

3

6

İçerik: Fundamentals of C#, Types of constants and variables, Expressions, operators and statements, Introduction to classes and objects, USB protocols in C#, Serial protocols in C#,

 

Introduction to PIC microcontrollers, Pin I/O configurations of PIC18F2550, USB libraries of Microchip and arrangements to the end-users, Introduction to ATMEL microcontrollers, CCSC for programming PIC18F2550, MPLAB for programming ATMEGA328, USB applications with PIC18F2550 via console applications in C#, RS232 applications with ATMEGA328p console applications in C#.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7012

Wavelet Theory

3

2

4

6

İçerik: Introduction to wavelet theory, Mathematical background of wavelet theory, Fourier transform, Discrete Fourier transform (DFT), Z transform, Short-time Fourier transform (STFT), Continuous wavelet transform (CWT), Inverse CWT, Discrete wavelet transform (DWT), Inverse DWT, Wavelet series, Multi-resolution analysis, developing a basic level project for Wavelet application

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7013

Intelligent Control

3

2

4

6

İçerik: The aim of this course is to initially introduce oscillators which generates sensitive controlling signals for cycling movements such as walking and running. Gradient based control methods that can determine the optimal solution of a cost function will be addressed. After these topics studied, dynamic programming and reinforcement learning methods will be given. The performance of these methods will be evaluated on simple nonlinear systems such as inverted pendulum.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7014

Humanoid Robotics

3

0

3

6

İçerik: The aim of this course is to initially model full body NAO humanoid robot by using advanced modelling tools such as Maplesim and Robotran. Then dynamics, inverse dynamics, kinematics and inverse kinematics of the humanoid robot will be analyzed. Later, traditional control approaches such as PID and LQR will be applied to the designed model for balancing. Finally, reinforcement learning method will be applied to the robot to achieve autonomous walking.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7015

Electromagnetic Fields and Waves

3

0

3

6

İçerik: Maxwell’s equations, fields of charge and current distributions, boundary conditions, wave propagation, polarization, waves in different media, reflection, transmission, refraction, transmission lines, waveguides.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7016

Advanced Antenna Design

3

0

3

6

İçerik: Aperture antennas, horn antennas, microstrip antennas, reflector antennas, antenna arrays, smart antennas, antenna design applications.

 


 

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7017

Antenna Theory with Applications

3

0

3

6

İçerik: Antennas and wave propagation, radiation pattern, gain, polarization, antenna impedance, Friis transmission and Radar Range Equations, linear wire antennas, loop antennas, traveling wave and broadband antennas, frequency independent antennas.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7018

Microwave Engineering

3

0

3

6

İçerik: Transmission Line Theory, Smith Chart, Waveguides, microwave network analysis, impedance and admittance matrices, reciprocal networks, lossless networks, the scattering matrix, the transmission (ABCD) matrix, impedance matching and tuning, microwave resonators, microwave filters.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7019

Pattern Recognition

3

0

3

6

İçerik: Bayesian decision theory, Linear discriminant functions, Linear Classifiers, Non-linear classifiers, Feature Extraction and Feature Selection Algorithms, Decision Trees, Support Vector Machines, Neural Networks, Nonparameteric techniques, Unsupervised learning and clustering.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7020

Digital Speech Processing

3

0

3

6

İçerik: Speech production theory, acoustic tube model, linear prediction model, cepstrum analysis, homomorphic speech processing, vector quantization and speech coding, speech enhancement, text-to-speech synthesis, hidden Markov models and their application to speech recognition.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7026

Distributed Systems

3

0

3

6

İçerik: This course focuses on the design, implementation and management of distributed systems. Topics include: communication, processes, naming, synchronization, consistency and replication, fault tolerance, security, resource sharing.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7029

Web Science

3

0

3

6

İçerik: Exploring the fundamentals of the World Wide Web's function including the HTTP protocol, key algorithms that make the Web function, future trends, and social issues with respect to Web use and effect.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7031

Nature Inspired Computing

3

0

3

6

İçerik: Introduction to nature-inspired computing; Classical search and optimization heuristics; Simulated annealing; Tabu search; Evolutionary algorithms; Ant colony optimization; Particle Swarm Optimization; Artifıcial immune systems; Other nature inspired computing approaches: harmony search, bee algorithms, firefly algorithm; Hyperheuristics; Hybrid systems.

 


 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7033

Systems Programming

3

0

3

6

İçerik: Threads and synchronization, memory management, serial communication and networking, process management, scheduling, caching, virtual memory.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7035

Parallel Programming

3

0

3

6

İçerik: Introduction to parallel programming and its application areas. Problems related to parallel programming: synchronization, communication and critical sections. Synchronization mechanisms: semaphore, monitor and others. Implementation ways and applications. Communication based on message transmission. Rendezvous structure. Design and analysis of classical parallel programming algorithms.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7037

Advanced Computer Networks

3

0

3

6

İçerik: Network Architectures, Link Layer Protocols, Network Layer Protocols, Transport Layer Protocols, Application Layer Protocols, Quality of Services, Multimedia Networking.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7038

Advances in Distributed Embedded Systems

3

0

3

6

İçerik: Wireless Sensor Networks, Internet of Things, Link Layer Protocols, Network Layer Protocols, Transport Layer Protocols, Application Layer Protocols for Embedded Systems.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7041

Probability and Statistics for Engineers

3

0

3

6

İçerik: Rigorous coverage ofprobability, discrete and continuous random variables, functions of multiple random variables, covariance, correlation, random sequences, Markov chains, estimation, and introduction to statistics.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7042

Data Mining and Knowledge Discovery

3

0

3

6

İçerik: Data preparation; Data preprocessing; Overview of data mining classification, regression, time series, decisions trees, decision rules; Measuring predictive performance; Overview of data mining clustering; Overview of Association Rule Mining; Feature Selection methods; Case studies.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7043

Information Retrieval and Storage Systems

3

0

3

6

İçerik: Introduction to information storage and retrieval (IR); Search models; IR Models; Standard Boolean Model; Extended Boolean Model; Vector Space Model; Cosine Similarity; Similarity Measure; TF-IDF; IR Techniques; Case studies.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7044

Multi Criteria Decision Making

3

0

3

6

İçerik: Determination of alternatives, criteria, and weights for complex decisions. Analysis of multi criteria decision making methods such as AHP, TOPSIS, ELECRE, and PROMETHEE. Fuzzy multi criteria decision making approaches. Introduction to goal programming.

 

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7046

Higher Layer Network Protocols

3

0

3

6

İçerik: Introduction to OSI’s lower and higher layers, TCP, UDP, Connection management, Flow and congestion control, SNMP, ASN.1, RPC, HTTP, FTP, Telnet, SSH, Voice over IP: SIP, RTP and RTCP, E-Mail Protocols: POP3, IMAP and SMTP, Version Controlling: GIT, SVN and others.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7047

Parallel Image Processing

3

0

3

6

İçerik: Implementation and application of basic image processing algorithms such as filtering, morphological processing, enhancement on parallel processor architecture. Parallel processing techniques such as multithreading, mutexes’ semaphores in C++. Familiarize with MATLAB Image Processing Toolbox. Medium and advanced level image processing techniques and their applications in real life. Develop critical thinking about the state of the art.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7048

Applications of Supervised Learning Systems

3

2

4

6

İçerik: This course aims to have ability to apply the detailed steps of the machine learning techniques in solving real world problems by using MATLAB (preparing data, deciding and choosing optimal machine learning techniques, developing a model, choosing validation method, optimizing model performance by tuning hyper-parameters, deciding and using best model for regressions or predictions).

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7049

File Structures and Indexing

3

0

3

6

İçerik: Data storage on disks, RAID levels, disk I/O cost models, buffer management, files of records, tree structured indexes, hash based indexes, external sorting of large files, query evaluation and query optimization.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7050

Metaheuristic Optimization

3

0

3

6

İçerik: Metaheuristic Optimization are techniques that seek a fine, but not necessarily optimal solution in a reasonable amount of time. This course will survey a wide range of metaheuristic and heuristic methods (greedy heuristics, improvement heuristics constructive heuristics, metaheuristics: simulated annealing, tabu search, genetic algorithms, ant colony optimization), emphasizing their generic characteristics and limitations, and the types of problems to which they are best adapted.

 


 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7150

Energy Efficiency in Electrical Systems

3

0

3

6

İçerik: Introduction: Energy Efficiency in Electrical Systems, Energy Efficient Solutions: An overview of technologies, Methods for maximum power demand, Methods for power factor correction, Energy efficient motors, Energy efficient transformers, Alternative Methods to Improve Energy Efficiency, Energy saving potentials in electrical systems, Energy saving soft starters, Variable speed drivers, Energy efficient lighting technologies (CFLs, LEDs…), Energy Efficiency Laws and Incentives.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7151

Harmonic Pollution on Power Systems

3

0

3

6

İçerik: A Review of AC Circuit Fundamentals, A Review of Power in AC Circuits with Sinusoidal Waveforms, Sinusoidal Three-phase Power Systems, Introduction to Steady-state Harmonics, Modeling of Power Systems with Harmonics, Power Definitions in Systems with Harmonics, Theory of Static Converters, Analytical Modeling of Three-phase Systems with Harmonics, Harmonic Problems in Practice, Passive and Active (Dynamic) Harmonic Filters, Harmonic Measurements.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7152

Automotive Electronics and Control Systems

3

0

3

6

İçerik: Automotive Fundamentals, The Systems Approach to Control and Instrumentation, Electronics Fundamentals, Microcomputer Instrumentation and Control, Microcomputer Applications in Automotive Systems, The Basics of Electronic Engine Control, Sensors and Actuators, Digital Engine Control Systems , Vehicle Motion Control (Cruise, Electronic Suspension, Electronic Steering Control) Automotive Instrumentation and Telematics, Diagnostics, Future Automotive Concepts, Future Automotive Electronic Systems.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7153

Analysis of Power Systems by Using Simulation Software Programs

3

0

3

6

İçerik: Power systems and dynamics, Types of power system constructions, Introduction to simulation programs: A- LABVIEW and AC-DC rectifier systems (I and II), B- PROTEUS and DC-AC inverter systems with microcontroller (I and II), C- MATLAB DC-DC Boost converter and PV systems (I and II), D- PSCAD and DC-DC Buck converter systems (I and II), E- ETAP and power flow of power systems (I and II).

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7154

DC-AC Power Conversion Methods and Applications

3

0

3

6

İçerik: Basic principles of inverters, Types of inverter circuits (basic, hybrid and multilevel), Properties of power switches (Mosfet, IGBT, Thristor, etc), Construction of inverter circuits with/without Mosfet/IGBT drivers, 1-Φ and 3- Φ inverters, Introduction to Arduino-Nano microcontroller, Basics of Arduino Idle and programming of Arduino-Nano, Pulse width modulation techniques (PWMs): A- Carrier signal with PWM (1-Φ), B- Quasi Carrier signal with PWM (3-Φ): Unipolar switching scheme, Bipolar switching scheme, C- 120° phase shift PWM (3-Φ), D- 180° phase shift PWM (3-Φ), Harmonic analyzes of inverter output waveforms, Experimental studies of PWM methods with Arduino-Nano.

 

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7155

Synchronous Reference Frame Transformation for FACTS Devices

3

0

3

6

İçerik: Power quality disturbances and related standards, Flexible AC Transmission System (FACTS) Devices: A- Unified Power Flow Controller (UPFC), B- Unified Power Quality Controller (UPQC), C- Static VAR Compensator (SVC), D- Static Synchronous Compensator (STATCOM), Reference Signal Extraction Methods (RSEMs): A- Phase Locked-Loop (PLL), B- Instantaneous Reactive Power Theory, C- Synchronous Reference Frame, D- Instantaneous Power Theory, E- M-αβ Algorithm, F- Positive - negative sequences, Introduction to PSCAD simulation program, Case studies in PSCAD, Application of RSEMs to FACTS Devices.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7156

Application of Advanced Grounding Design Techniques

3

0

3

6

İçerik: Advanced simulation methods of grounding systems, Advanced design techniques of grounding systems, Modeling of a large plant grounding network, Analyzing of AC power frequency fault currents discharged into the soil, Performance of the grounding systems in soil structures containing heterogeneous soil, Ground resistance, ground potential rise (GPR), touch voltages, and step voltages, Practical counterpoise arrangement is simulated with the grounding.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7157

Energy Conversion for Motor and Generator Drives

3

0

3

6

İçerik: Review of AC and DC Machines, Power Electronic Control of Machines, Control Techniques and System Performance, Drive Comparison and Applications, Performance and Cost, Analysis of Typical Load Systems and Specifications.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7158

Advanced Renewable Energy Systems

3

0

3

6

İçerik: Renewable Energy sources: Hydro Power; Pumped Storage; Wave; Wind; Solar; Geothermal; Biomass; Bio-fuel; Ethanol-fuel and Recycle Wastes and Their Nature; Sustainability; Operating Principles and Cleanliness; Incentives and Barriers; Utilization; Efficiency and Effectiveness; Management of Renewable Energy and Its Sustainability; Energy Storage: Flywheel; Batteries and Fuel Cell; Hybrid System and Integration; AC and DC Electricity Conversion; Electricity Quality Regeneration; Power Conditioning and Renewable Energy to Grid.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7159

Industrial Utilization of Electrical Energy

3

0

3

6

İçerik: Industrial Load Characteristics, Electrical Drives and Industrial Applications, Industrial Power Factor Control, Electric Heating and Welding, Illumination Engineering, Electrolytic Processes, Electric Traction, Economics of Electric Power Supply and Utilization, Demand Side Management.

 


 

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7160

Fiber Lasers and Amplifiers

3

0

3

6

İçerik: Rare-earth doped fiber fabrication; Optical and electronic properties of rare-earth ions; CW silica fiber lasers; Broadband fiber sources; Q-switched fiber lasers; Mode-locked fiber lasers, Erbium-doped fiber amplifiers. Advanced topics.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7161

Semiconductor Optoelectronics

3

0

3

6

İçerik: Optical processes in semiconductors; Light Emitting Diodes; Optical waveguides; Photodetectors and solar cells; Laser operating principles; Advanced laser structures and modulation.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7162

Selected Topics in Advanced Electronics

3

0

3

6

İçerik: Advanced discussion on selected topics related to electronic circuits, design techniques, and examples; This course will be focused on recent research in electronics, modern electronic component characteristics, specification, and testing.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7163

Medical Electronics

3

0

3

6

İçerik: Basic concepts of medical instrumentation; basic sensors and principles; the origin of biopotentials, Biopotential electrodes and amplifier circuits; Direct and indirect recording methods, Amperometric, Potentiometric sensors; Chemical biosensors; Optical sensing techniques, Microfluidics, Surface enhanced raman spectroscopy and biosensors circuit design and electrical safety; Special research topics.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7164

Applied Optoelectronics in Medicine

3

0

3

6

İçerik: Introduction, biomedical optics from a biomedical engineering perspective; Biophysics of light perception; Fundamentals of tissue optics, optical parameters of biological samples; Light propagation in tissue, calculation methods; Human haemodynamics; Optoelectronic sensors measuring principle, components, design features; Sensors for transcutaneous determination of blood-oxygen saturation; Optical imaging systems and methods for functional medical diagnostics.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7165

Information Theory

3

0

3

6

İçerik: Entropy, conditional entropy and mutual information; inequalities in information theory; typicality and asymptotic equipartition property; data compression; channel capacity, achievability and calculation; differential entropy and AWGN channels; rate-distortion theory.

 


 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7166

Detection and Estimation Theory

3

0

3

6

İçerik: Bayesian, minimax, Neyman Pearson and composite hypothesis testing; signal detection in discrete time; minimum variance unbiased estimation; Cramer-Rao Bound; linear models; sufficient statistics; maximum likelihood estimation; bayesian estimation; Kalman filters.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7167

MATLAB for Machine Learning

3

0

3

6

İçerik: Introduction to MATLAB (data types and variables, vectors, matrices and operations; conditional program flow and iteration / looping; defining functions); functions for access and explore data; tools/functions for machine learning algorithms to solve regression, classification and clustering problems.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7168

Principles of Biomedical Imaging

3

0

3

6

İçerik: Introduction to Biomedical Imaging, Biomedical Imaging Modalities (X-Ray, CT, and DBT), Biomedical Image Reconstruction (Analytical and Iterative Methods, FBP, Siddon’s Algorithm, ART, TV, DBT Application), developping a basic level project for Siddon’s Algorithm and ART

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7169

Principles of Image Processing

3

0

3

6

İçerik: Introduction to Image Processing, Digital Image Processing Fundamentals, Digital Imaging Fundamentals for Matlab, Image Enhancement in the Spatial and Frequency Domain, Point processing and Equalization, Image Restoration, Color Image Processing, Image Compression, Morphological Image Processing, Image Segmentation, Developing a Term Project

 

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7170

Principles of Linear Transform Methods

3

0

3

6

İçerik: Synthesis and analysis of a function and a signal, Orthogonality and orthonormality, Localization, Fourier transform, Wiener-Khinchin theorem, Time width & frequency bandwidth, Gaussian signal, Mean of time and frequency of the signal, Variance in time and frequency, Uncertainty principle, Common time-frequency analysis, Short-time Fourier transform (STFT) and Gabor transformation, STFT interpretation for Gaussian signal

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7171

Network Management and Administration

3

0

3

6

İçerik: Introduction to network management and administration, management tools and architectures, service level agreements, IT infrastructure library (ITIL), configuration management databases, fundamental management concepts, SNMP, ASN.1, Management Information Base (MIB), Remote Monitoring MIB.

 

 

 

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7172

Optimal Control

3

0

3

6

İçerik: The aim of this course is to initially introduce various cost functions which are minmized or maximized to generate optimal control laws. LQR control, LQG control, Kalman estimator, minimum time control, minimum energy control and Hamiltonian equation will be studied extensively. These control approaches will be applied to industrial robot in the lab.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7173

Digital Control

3

0

3

6

İçerik: The aim of this course is to initially review Fourier transform, z-transform, discretization of the systems in transfer function form and discretization of systems in state space form. Digital PID control, internal model control, digital controller design by using Bode plot, Root Locus, Nyquist plot will be studied. These control approaches will be applied to industrial robot in the laboratuvary.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7174

Mathematics for Engineering and Science I

3

0

3

6

İçerik: Ordinary Differential Equations, Linear Algebra, Vector Calculus, Fourier analysis.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE-7175

Mathematics for Engineering and Science II

3

0

3

6

İçerik: Partial Differential Equations, Transformations, Unconstrained Optimization, Combinatorial Optimization, Numeric Linear Algebra, Numerical Methods for Differential Equations.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7176

Robust Control

3

0

3

6

İçerik: Introduction to Robust Control, Mathematical Background, The concept of Norms, Additive and multiplicative uncertainties, MIMO systems, Robust Eigen structure, Frequency domain approaches to robust control, Stability analysis.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7177

Modelling and Control of Aerial Robotic Systems

3

0

3

6

İçerik: Introduction, Modelling, Physical principles behind the flight dynamics, State estimation, Sensor fusion, Kalman filtering, Flight controls, Motion Planning,

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7178

Introduction to Networked Control

3

0

3

6

İçerik: Industrial internet of things, Elements of graph theory, Modelling issues of networked control systems, Analysis of network-induced constraints, Industrial data communication protocols, Event-based control, Applications with True-time toolbox.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7179

Advanced Measument Techniques

3

0

3

6

İçerik: Distinguish between error and uncertainty, Recognize that all measurements have uncertainty, Identify types of error and sources of error and how to detect/minimize error, Estimate, describe, and express uncertainty in measurements and calculations, Using uncertainty to describe the results of their own lab work, Compare measured values and determine whether values are the same within stated uncertainty.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7180

Mathematical Modelling for Energy Systems

3

0

3

6

İçerik: The use of mathematical models in the design, investigation and prediction of energy systems. Deterministic models. Linner&Nonlineer modelling. Regression analyse. Linear Regression And Underlying Assumptions; Distributional Properties Of Estimators; Hypothesis Tests And Confidence Intervals For Parameters; Residual Analysis; Matrix Approach To Regression.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7181

Energy Economics and Policies

3

0

3

6

İçerik: Basic concepts of the economy; fundamentals of macroeconomics and microeconomics; economic analysis of energy projects; financing energy projects; energy policy and its criteria, global and regional or local energy potential, energy and economic growth and kronological development, regulation, liberalization, and competiton in energy markets, energy future projections, global energy markets, energy balance, energy indicators, energy policy analysis and modelling

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7182

Signal Processing and Analysis in Renewable Energy Systems

3

0

3

6

İçerik: This course covers the subjects of signal processing and analysis methods for the renewable energy systems. In accordance with this purpose continuous and discrete time characteristics and time and frequency domanin analysis methods of signals in renewable energy systems will be emphasised. Also signal processing systems and their components will be examined. Real-time signal processing and analysis, prediction, condition monitoring and failure detection methods will be considered. Signals of wind, solar and other renewable energy systems will be analysed.

 

DERSİN KODU

DERSİN ADI

Teorik

Uygulama

Kredi

AKTS

EEE 7183

Solar Energy and Conversion Technologies

3

0

3

6

İçerik: Solar Energy Applications. Introduction to active solar energy systems. Solar Geometry. Solar Radiation. Solar Collection. Design and thermal analysis of flat-plate solar collectors. Concentrating Solar Collectors. Photovoltaic cell technologies, working principles (semiconductors, p-n junctions, electron-hole generation and recombination mechanisms, etc), materials (mono and poly crystalline Si, thin film, organic/inorganic, multijunction), manufacturing technologies (crystal growth, doping, chemical vapor deposition, epitaxial growth, anti-reflective coating) and manufacturing technologies and materials used for solar thermal energy systems (flat and parabolic collectors, vacuum tubes and selective surfaces).