Doç. Dr. MUSTAFA ŞİNASİ AYAS

Makaleler 33

1. Detecting cyberattacks based on deep neural network approaches in industrial control systems

AYAS S., AYAS M. Ş., ÇAVDAR B., Sahin A. K.

Journal of Information Security and Applications , cilt.94, 2025 (SCI-Expanded)

2. Frequency and voltage stability improvement in a two-area thermal power system using a novel controller and RIME optimizer

CAN Ö., AYAS M. Ş., Çelik E.

Computers and Electrical Engineering , cilt.125, 2025 (SCI-Expanded)

3. Fine-tuned design of the PIDFFD2F control strategy for the functional electrical stimulation system using dandelion optimizer

Sahin A. K., AYAS M. Ş.

BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.103, 2025 (SCI-Expanded)

4. OptAML: Optimized adversarial machine learning on water treatment and distribution systems

AYAS M. Ş., Kara E., AYAS S., Sahin A. K.

INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURE PROTECTION , cilt.48, 2025 (SCI-Expanded)

5. Performance enhancement of PI and PIDn controllers through deep reinforcement learning for frequency regulation in renewable-integrated power systems

Şahin E., AYAS M. Ş.

International Journal of Systems Science , 2025 (SCI-Expanded)

6. An adaptive fractional controller design for automatic voltage regulator system: sigmoid-based fractional-order PID controller

Sahin A. K., ÇAVDAR B., AYAS M. Ş.

Neural Computing and Applications , cilt.36, sa.23, ss.14409-14431, 2024 (SCI-Expanded, Scopus)

7. Gorilla troops optimization-based load frequency control in PV-thermal power system

CAN Ö., AYAS M. Ş.

Neural Computing and Applications , cilt.36, sa.8, ss.4179-4193, 2024 (SCI-Expanded)

8. Fractional High-Order Differential Feedback Controller Based on Meta-Heuristic Algorithms for Automatic Voltage Regulator

CAN Ö., AYAS M. Ş.

Electric Power Components and Systems , 2024 (SCI-Expanded)

9. Automatic Generation Control of a Hybrid PV-Reheat Thermal Power System Using RIME Algorithm

Ekinci S., CAN Ö., AYAS M. Ş., Izci D., Salman M., Rashdan M.

IEEE Access , cilt.12, ss.26919-26930, 2024 (SCI-Expanded)

10. A reinforcement learning approach to Automatic Voltage Regulator system

AYAS M. Ş., Sahin A. K.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , cilt.121, 2023 (SCI-Expanded)

11. Çekişmeli makine öğrenmesi saldırılarının rulman arıza teşhisindeki etkileri

Ayas M. Ş., Ayas S.

Gümüşhane Üniversitesi Fen Bilimleri Dergisi , cilt.13, sa.1, ss.210-220, 2023 (Hakemli Dergi)

12. A modified densenet approach with nearmiss for anomaly detection in industrial control systems

AYAS S., AYAS M. Ş.

MULTIMEDIA TOOLS AND APPLICATIONS , cilt.81, sa.16, ss.22573-22586, 2022 (SCI-Expanded)

13. A novel bearing fault diagnosis method using deep residual learning network

AYAS S., AYAS M. Ş.

MULTIMEDIA TOOLS AND APPLICATIONS , cilt.81, sa.16, ss.22407-22423, 2022 (SCI-Expanded)

14. Performance improvement of an AVR system by symbiotic organism search algorithm-based PID-F controller

Ozgenc B., Ayas M. Ş., Altas İ. H.

NEURAL COMPUTING & APPLICATIONS , cilt.34, sa.10, ss.7899-7908, 2022 (SCI-Expanded)

15. Survivability-Based Protection for Electric Motor Drive Systems-Part I: 3 Induction Motor Drives

Saleh S. A. M., ÖZKOP E., AYAS M. Ş., Muttaqi K. M., Nahid-Mobarakeh B.

IEEE Transactions on Industry Applications , cilt.58, ss.1797-1808, 2022 (SCI-Expanded)

16. FOPID controller with fractional filter for an automatic voltage

Ayas M. Ş., Şahin E.

COMPUTERS & ELECTRICAL ENGINEERING , cilt.90, 2021 (SCI-Expanded)

17. A Brief Review on Attack Design and Detection Strategies for Networked Cyber-Physical Systems

AYAS M. Ş.

Turkish Journal of Engineering , cilt.5, sa.1, ss.1-7, 2021 (Scopus)

18. Effects of objective function in PID controller design for an AVR system

Burnaz S. A. N., AYAS M. Ş.

International Journal of Applied Mathematics Electronics and Computers , cilt.8, sa.4, ss.245-255, 2020 (Hakemli Dergi)

19. Employing Fault Currents in the Reliability Analysis of Motor Drives

Saleh S. A., Özkop E., Ayas M. Ş., Boileau T., Nahid-Mobarakeh B.

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS , cilt.56, ss.4521-4531, 2020 (SCI-Expanded)

20. High order differential feedback controller design and implementation for a Stewart platform

AYAS M. Ş., ŞAHİN E., ALTAŞ İ. H.

JOURNAL OF VIBRATION AND CONTROL , cilt.26, ss.976-988, 2020 (SCI-Expanded)

21. Design of Evolutionary Algorithm Based PID Controller with filter for an Automatic Voltage Regulator

ÖZGENÇ B., AYAS M. Ş., ALTAŞ İ. H.

Karadeniz Fen Bilimleri Dergisi , cilt.10, sa.1, ss.74-90, 2020 (Hakemli Dergi)

22. Fractional High-Order Differential Estimator and Feedback Controller Design for a Single-Input-Single-Output Affine Chaotic System

Şahin E., Ayas M. Ş.

JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS , cilt.15, sa.1, 2020 (SCI-Expanded)

23. Design of an optimized fractional high-order differential feedback controller for an AVR system

AYAS M. Ş.

ELECTRICAL ENGINEERING , cilt.101, sa.4, ss.1221-1233, 2019 (SCI-Expanded)

24. Optimally Tuned PID Controller Design for an AVR System: A Comparison Study

Özgenç B., Ayas M. Ş., Altaş İ. H.

International Journal of Multidisciplinary Studies and Innovative Technologies , cilt.3, sa.2, ss.157-161, 2019 (Hakemli Dergi)

25. Parameter effect analysis of particle swarm optimization algorithm in PID controller design

AYAS M. Ş., ŞAHİN E.

International Journal of Optimization and Control: Theories and Applications , cilt.9, sa.2, ss.165-175, 2019 (Scopus)

26. Bir Katamaran için Sinüs-Kosinüs Algoritması Tabanlı PID Denetleyici

ŞAHİN Ö. S., AYAS M. Ş.

International Journal of Multidisciplinary Studies and Innovative Technologies , cilt.3, sa.2, ss.145-150, 2019 (Hakemli Dergi)

27. Performance Analysis of Error-Based and User-Defined Objective Functions for a Particle Swarm Optimization Tuned PID Controller with Derivative Filter

ŞAHİN E., AYAS M. Ş.

Afyon Kocatepe Üniversitesi Fen ve Mühendislik Bilimleri Dergisi , cilt.19, ss.682-689, 2019 (Hakemli Dergi)

28. Designing and implementing a plug-in type repetitive controller for a redundantly actuated ankle rehabilitation robot

AYAS M. Ş., ALTAŞ İ. H.

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING , cilt.232, sa.5, ss.592-607, 2018 (SCI-Expanded)

29. Fractional order based trajectory tracking control of an ankle rehabilitation robot

AYAS M. Ş., ALTAŞ İ. H., ŞAHİN E.

TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL , cilt.40, sa.2, ss.550-564, 2018 (SCI-Expanded)

30. Fuzzy logic based adaptive admittance control of a redundantly actuated ankle rehabilitation robot

AYAS M. Ş., ALTAŞ İ. H.

CONTROL ENGINEERING PRACTICE , cilt.59, ss.44-54, 2017 (SCI-Expanded)

31. Fast measurement of headlamps by means of a developed fuzzy luxmeter based on a fuzzy mapping algorithm

AYAS M. Ş., ALTAŞ İ. H., ALCELIK T.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.24, sa.4, ss.2627-2637, 2016 (SCI-Expanded)

32. A Virtual Laboratory for System Simulation and Control With Undergraduate Curriculum

AYAS M. Ş., ALTAŞ İ. H.

COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , cilt.24, sa.1, ss.122-130, 2016 (SCI-Expanded)

33. Fractional order control of conducting polymer artificial muscles

Itik M., ŞAHİN E., AYAS M. Ş.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.42, sa.21, ss.8212-8220, 2015 (SCI-Expanded)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 39

1. Evaluation of Anomaly Detection and Adversarial Attacks in the IEEE 9-Bus System

Bingöl E., Ayas M. Ş., Altaş İ. H.

2025 7th International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA), Ankara, Türkiye, 23 - 24 Mayıs 2025, ss.1-4, (Tam Metin Bildiri)

2. Design and Evaluation of a TIDDD Controller with Gorilla Troops Optimization in FES Systems

Heybetli F., AYAS M. Ş.

9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025, Gaziantep, Türkiye, 27 - 28 Haziran 2025, (Tam Metin Bildiri)

3. Design of a PID Controller with a Predictive Term for Voltage Level Regulation in a Power System

Sahin E., AYAS M. Ş.

9th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2025, Gaziantep, Türkiye, 27 - 28 Haziran 2025, (Tam Metin Bildiri)

4. Comparative Study of GA and PSO Algorithms in EMI Filter Optimization

Yilmaz Z. S., Ince M. I., AYAS M. Ş., Sag E.

2025 Innovations in Intelligent Systems and Applications Conference, ASYU 2025, Bursa, Türkiye, 10 - 12 Eylül 2025, (Tam Metin Bildiri)

5. Design and Implementation of a Quadrotor Test-Bench for Control Algorithm Analysis

AKBUDAK B. S., YILDIRIM M., CİHAT Ş., AYAS M. Ş.

2024 Innovations in Intelligent Systems and Applications Conference (ASYU), Ankara, Türkiye, 16 Ekim 2024, (Tam Metin Bildiri)

6. Strengthening Water Treatment System Security with Adversarial Machine Learning Techniques

AYAS M. Ş., AYAS S., KARA E.

2024 Innovations in Intelligent Systems and Applications Conference (ASYU), Türkiye, 16 - 18 Ekim 2024, ss.1-6, (Tam Metin Bildiri)

7. Analysis of CNN-LSTM Model Performance Under Targeted Adversarial Attacks in Water Treatment System

KARA E., AYAS M. Ş., AYAS S.

47th International Conference on Telecommunications and Signal Processing (TSP), Prague, Çek Cumhuriyeti, 10 - 12 Temmuz 2024, ss.107-110, (Tam Metin Bildiri)

8. A Hybrid CNN-LSTM Framework for Unsupervised Anomaly Detection in Water Distribution Plant

Şahin A. K., Çavdar B., Doğan R. Ö., Ayas S., Özgenç B., Ayas M. Ş.

Akıllı Sistemlerde Yenilikler ve Uygulamaları Konferansı (ASYU), Sivas, Türkiye, 11 - 13 Ekim 2023, (Tam Metin Bildiri)

9. Anomaly Detection in Predicted Water Treatment Data Using Hybrid CNN-LSTM Network Model

Özgenç B., Ayas S., Doğan R. Ö., Çavdar B., Şahin A. K., Ayas M. Ş.

31. IEEE Sinyal İşleme ve İletişim Uygulamaları Kurultayı, İstanbul, Türkiye, 5 - 08 Temmuz 2023, (Tam Metin Bildiri)

10. RIME Algorithm Tuned Controller Design for AVR System OGR Sistemi i in RIME Algoritmasi Ayarli Denetleyici Tasarimi

CAN Ö., AYAS M. Ş.

2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Türkiye, 11 - 13 Ekim 2023, (Tam Metin Bildiri)

11. Projected Gradient Descent Adversarial Attack and Its Defense on a Fault Diagnosis System

AYAS M. Ş., AYAS S., Djouadi S. M.

45th International Conference on Telecommunications and Signal Processing, Prague, Çek Cumhuriyeti, 13 Temmuz 2022, (Tam Metin Bildiri)

12. Model Based Detection Scheme for Denial of Service Attack on Lane Keeping Assist System

Kayser S., Heybetli F., AYAS M. Ş.

4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2022, Ankara, Türkiye, 9 - 11 Haziran 2022, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

13. Employing Equilibrium Optimizer in Two-Area Load Frequency Control for a TIDFF Controller Design

Gulicer A. K., AYAS M. Ş.

4th International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2022, Ankara, Türkiye, 9 - 11 Haziran 2022, (Tam Metin Bildiri)

14. Metaheuristic algorithm based PI controller design for Linearized Quadruple-Tank Process

Sahin A. K., Tas T., Bertug E., Ayas M. Ş.

3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications, HORA 2021, Ankara, Türkiye, 11 - 13 Haziran 2021, (Tam Metin Bildiri)

15. Survivability-Based Protection for 3 phi Induction Motor Drives

Saleh S. A., ÖZKOP E., AYAS M. Ş., Muttaqi K. M., Nahid-Mobarakeh B.

Annual Meeting of the IEEE-Industry-Applications-Society (IAS), Vancouver, Kanada, 10 - 14 Ekim 2021, (Tam Metin Bildiri)

16. Analysis of False Data Injection Attack on Power System State Estimation

Burnaz S. A. N., AYAS M. Ş.

International Conference on Advanced Technologies (ICAT’20), İstanbul, Türkiye, 10 Ağustos 2020, (Özet Bildiri)

17. A Hybrid Optimization Approach to Design Optimally Tuned PID Controller for an AVR System

ÖZGENÇ B., AYAS M. Ş., ALTAŞ İ. H.

2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), Ankara, Türkiye, 26 Haziran 2020, (Tam Metin Bildiri)

18. PID Parameter Optimization By Using Ant Colony And Cuckoo Algorithms For Boost

CİVELEK Ö., TÜYSÜZ M., AYAS M. Ş.

4th International Symposium on Innovative Approaches in Engineering and Natural Sciences, Samsun, Türkiye, 22 - 24 Kasım 2019, ss.246-252, (Tam Metin Bildiri)

19. On attack design strategies for networked cyber-physical systems from perspective of control theory: A brief survey

AYAS M. Ş.

5th International Conference on Engineering Sciences (ICES 2019), Ankara, Türkiye, 19 Eylül 2019, (Tam Metin Bildiri)

20. Performance of PSO based classical and fractional PID controllers for an unmanned surface vehicle Bir Insansiz Suüstü Araci Denetiminde PSO Tabanli Klasik ve Kesir Dereceli PID Denetleyicilerin Performansi

AYAS M. Ş., ŞAHİN E., ALTAŞ İ. H.

26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4, (Tam Metin Bildiri)

21. Performances of Multiple-Objective PSO Based PID and Fractional-Order PID Controllers

AYAS M. Ş., ŞAHİN E., ALTAŞ İ. H.

7th International Conference on Advanced Technologies (ICAT'18), Antalya, Türkiye, 28 Nisan - 01 Mayıs 2018, ss.160-164, (Tam Metin Bildiri)

22. Fractional Order RC^? Circuit Modelling of an Ultra-capacitor

ŞAHİN E., AYAS M. Ş., ALTAŞ İ. H.

7th International Conference on Advanced Technologies (ICAT'18), Antalya, Türkiye, 28 Nisan - 01 Mayıs 2018, ss.292-296, (Tam Metin Bildiri)

23. Performance of PSO Based Classical and Fractional PID Controllers for an Unmanned Surface Vehicle

AYAS M. Ş., ŞAHİN E., ALTAŞ İ. H.

26th IEEE Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018, (Tam Metin Bildiri)

24. A Redundantly Actuated Ankle Rahabilitation Robot and Its Control Strategies

AYAS M. Ş., ALTAŞ İ. H.

2016 IEEE Symposium Series on Computational Intelligence (SSCI 2016), ATİNA, Yunanistan, 6 - 09 Aralık 2016, (Tam Metin Bildiri)

25. Ayak Bileği Rehabilitasyon Robotu ve Adaptif Admitans Kontrol

AYAS M. Ş., ALTAŞ İ. H.

XX. Biyomedikal Mühendisliği Ulusal Toplantısı, 3 - 05 Kasım 2016, (Tam Metin Bildiri)

26. A Redundantly Actuated Ankle Rehabilitation Robot and Its Control Strategies

AYAS M. Ş., ALTAŞ İ. H.

IEEE Symposium Series on Computational Intelligence (IEEE SSCI), Athens, Yunanistan, 6 - 09 Aralık 2016, (Tam Metin Bildiri)

27. Undetectable Sensor and Actuator Attacks for Observer Based Controlled Cyber-Physical Systems

AYAS M. Ş., Djouadi S. M.

IEEE Symposium Series on Computational Intelligence (IEEE SSCI), Athens, Yunanistan, 6 - 09 Aralık 2016, (Tam Metin Bildiri)

28. Ayak Bileği Rehabilitasyonu için Geliştirilen Bir Paralel Robotun Yörünge Kontrolü

AYAS M. Ş., ALTAŞ İ. H., ŞAHİN E.

Otomatik Kontrol Türk Milli Komitesi (TOK), Denizli, Türkiye, 10 - 12 Eylül 2015, ss.1109-1114, (Tam Metin Bildiri)

29. Doğrusal Sistem Simülasyonu ve Denetimi için Geliştirilen Bir Sanal Laboratuvar

AYAS M. Ş., ALTAŞ İ. H.

Otomatik Kontrol Türk Milli Komitesi (TOK), Denizli, Türkiye, 10 - 12 Eylül 2015, ss.931-936, (Tam Metin Bildiri)

30. An Optimized Fuzzy Logic Controller For A Parallel Mechanism Rehabilitation Robot

AYAS M. Ş., ALTAŞ İ. H., ŞAHİN E.

IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), İstanbul, Türkiye, 2 - 05 Ağustos 2015, (Tam Metin Bildiri)

31. A PSO Optimized Fractional-Order PID Controller Design for a PV Array with Non-inverting Buck-Boost Converter

ŞAHİN E., AYAS M. Ş., ALTAŞ İ. H., Sharaf A. M.

International Conference on Smart Grid Engineeing (SEGE’14), Oshawa, Kanada, 11 - 13 Ağustos 2014, ss.1-5, (Tam Metin Bildiri)

32. Optimized control of a parallel mechanism rehabilitation robot

Ayas M. Ş., ŞAHİN E., Altas I. H.

IASTED International Conference on Robotics Applications, RA 2014, Zürich, İsviçre, 23 - 25 Haziran 2014, ss.367-373, (Tam Metin Bildiri)

33. A PSO Optimized Fractional-Order PID Controller for a PV System with DC-DC Boost Converter

ŞAHİN E., AYAS M. Ş., ALTAŞ İ. H.

16th International Power Electronics and Motion Control Conference and Exposition (PEMC), Antalya, Türkiye, 21 - 24 Eylül 2014, ss.477-481, (Tam Metin Bildiri)

34. Trajectory Tracking Control Of A Stewart Platform

AYAS M. Ş., ŞAHİN E., ALTAŞ İ. H.

16th International Power Electronics and Motion Control Conference and Exposition (PEMC), Antalya, Türkiye, 21 - 24 Eylül 2014, ss.720-724, (Tam Metin Bildiri)