An optimized fuzzy logic controller for a parallel mechanism rehabilitation robot. - Mustafa Sinasi Ayas; Ismail Hakki Altas; Erdinc Sahin (FUZZ-IEEE, 2015)

Fractional order control of conducting polymer artificial muscles. - Mehmet Itik; Erdinc Sahin; Mustafa Sinasi Ayas (Expert Syst. Appl., 2015)

A redundantly actuated ankle rehabilitation robot and its control strategies. - Mustafa Sinasi Ayas; Ismail Hakki Altas (SSCI, 2016)

Undetectable sensor and actuator attacks for observer based controlled Cyber-Physical Systems. - Mustafa Sinasi Ayas; Seddik M. Djouadi (SSCI, 2016)

A virtual laboratory for system simulation and control with undergraduate curriculum. - Mustafa Sinasi Ayas; Ismail H. Altas (Comput. Appl. Eng. Educ., 2016)

Performance of PSO based classical and fractional PID controllers for an unmanned surface vehicle. - Mustafa Sinasi Ayas; Erdinc Sahin; Ismail Hakki Altas (SIU, 2018)

Designing and implementing a plug-in type repetitive controller for a redundantly actuated ankle rehabilitation robot. - Mustafa Sinasi Ayas; Ismail Hakki Altas (J. Syst. Control. Eng., 2018)

Fractional order based trajectory tracking control of an ankle rehabilitation robot. - Mustafa Sinasi Ayas; Ismail Hakki Altas; Erdinc Sahin (Trans. Inst. Meas. Control, 2018)

Survivability-Based Protection for 3ϕ Induction Motor Drives. - Saleh A. Saleh; Emre Ozkop; Mustafa Sinasi Ayas; Kashem M. Muttaqi; Babak Nahid-Mobarakeh (IAS, 2021)

FOPID controller with fractional filter for an automatic voltage regulator. - Mustafa Sinasi Ayas; Erdinc Sahin (Comput. Electr. Eng., 2021)

Projected Gradient Descent Adversarial Attack and Its Defense on a Fault Diagnosis System. - Mustafa Sinasi Ayas; Selen Ayas; Seddik M. Djouadi (TSP, 2022)

A novel bearing fault diagnosis method using deep residual learning network. - Selen Ayas; Mustafa Sinasi Ayas (Multim. Tools Appl., 2022)

A modified densenet approach with nearmiss for anomaly detection in industrial control systems. - Selen Ayas; Mustafa Sinasi Ayas (Multim. Tools Appl., 2022)

Performance improvement of an AVR system by symbiotic organism search algorithm-based PID-F controller. - Büsra Özgenç; Mustafa Sinasi Ayas; Ismail Hakki Altas (Neural Comput. Appl., 2022)

Anomaly Detection in Predicted Water Treatment Data Using Hybrid CNN-LSTM Network Model. - Büsra Özgenç; Selen Ayas; Ramazan Özgür Dogan; Bora Çavdar; Ali Kivanç Sahin; Mustafa Sinasi Ayas (SIU, 2023)

A reinforcement learning approach to Automatic Voltage Regulator system. - Mustafa Sinasi Ayas; Ali Kivanç Sahin (Eng. Appl. Artif. Intell., 2023)

Analysis of CNN-LSTM Model Performance Under Targeted Adversarial Attacks in Water Treatment System. - Enis Kara; Mustafa Sinasi Ayas; Selen Ayas (TSP, 2024)

Automatic Generation Control of a Hybrid PV-Reheat Thermal Power System Using RIME Algorithm. - Serdar Ekinci; Özay Can; Mustafa Sinasi Ayas; Davut Izci; Mohammad Shukri Salman; Mostafa Rashdan (IEEE Access, 2024)

Gorilla troops optimization-based load frequency control in PV-thermal power system. - Özay Can; Mustafa Sinasi Ayas (Neural Comput. Appl., 2024)

An adaptive fractional controller design for automatic voltage regulator system: sigmoid-based fractional-order PID controller. - Ali Kivanç Sahin; Bora Çavdar; Mustafa Sinasi Ayas (Neural Comput. Appl., 2024)

Fine-tuned design of the PIDFFD2F control strategy for the functional electrical stimulation system using dandelion optimizer. - Ali Kivanç Sahin; Mustafa Sinasi Ayas (Biomed. Signal Process. Control., 2025)

Frequency and voltage stability improvement in a two-area thermal power system using a novel controller and RIME optimizer. - Özay Can; Mustafa Sinasi Ayas; Emre Çelik (Comput. Electr. Eng., 2025)

OptAML: Optimized adversarial machine learning on water treatment and distribution systems. - Mustafa Sinasi Ayas; Enis Kara; Selen Ayas; Ali Kivanç Sahin (Int. J. Crit. Infrastructure Prot., 2025)

Detecting cyberattacks based on deep neural network approaches in industrial control systems. - Selen Ayas; Mustafa Sinasi Ayas; Bora Çavdar; Ali Kivanç Sahin (J. Inf. Secur. Appl., 2025)