Search Results - "Kaynak, Okyay"

A Review on Soft Sensors for Monitoring, Control, and Optimization of Industrial Processes by Jiang, Yuchen, Yin, Shen, Dong, Jingwei, Kaynak, Okyay

“…Over the past twenty years, numerous research outcomes have been published, related to the design and implementation of soft sensors. In modern industrial…”
Get full text

Dynamical Modeling and Boundary Vibration Control of a Rigid-Flexible Wing System by He, Wei, Wang, Tingting, He, Xiuyu, Yang, Lung-Jieh, Kaynak, Okyay

“…A boundary control approach is used to control a two-link rigid-flexible wing in this article. Its design is based on the principle of bionics to improve the…”
Get full text

Quo vadis artificial intelligence? by Jiang, Yuchen, Li, Xiang, Luo, Hao, Yin, Shen, Kaynak, Okyay

“…The study of artificial intelligence (AI) has been a continuous endeavor of scientists and engineers for over 65 years. The simple contention is that…”
Get full text

Data-Driven Monitoring and Safety Control of Industrial Cyber-Physical Systems: Basics and Beyond by Jiang, Yuchen, Yin, Shen, Kaynak, Okyay

“…Industrial cyber-physical systems (ICPSs) are the backbones of Industry 4.0 and as such, have become a core transdisciplinary area of research, both in…”
Get full text

Performance Supervised Plant-Wide Process Monitoring in Industry 4.0: A Roadmap by Jiang, Yuchen, Yin, Shen, Kaynak, Okyay

“…The intensive research and development efforts directed towards large-scale complex industrial systems in the context of Industry 4.0 indicate that safety and…”
Get full text

Spatiotemporal Behind-the-Meter Load and PV Power Forecasting via Deep Graph Dictionary Learning by Khodayar, Mahdi, Liu, Guangyi, Wang, Jianhui, Kaynak, Okyay, Khodayar, Mohammad E.

“…In recent years, with the rapid growth of rooftop photovoltaic (PV) generation in distribution networks, power system operators call for accurate forecasts of…”
Get full text

Control of an AUV with completely unknown dynamics and multi-asymmetric input constraints via off-policy reinforcement learning by Mohammadi, Mehdi, Arefi, Mohammad Mehdi, Vafamand, Navid, Kaynak, Okyay

“…This paper investigates a novel model-free optimal controller for nonlinear autonomous underwater vehicles (AUVs). It is considered that the AUV considered as…”
Get full text

Adaptive Neural Network Control of Underwater Robotic Manipulators Tuned by a Genetic Algorithm by Salloom, Tony, Yu, Xinbo, He, Wei, Kaynak, Okyay

“…This paper describes a novel approach for the control of underwater robots that can handle uncertainties and disturbance problems, which are commonly met in…”
Get full text

When medical images meet generative adversarial network: recent development and research opportunities by Li, Xiang, Jiang, Yuchen, Rodriguez-Andina, Juan J., Luo, Hao, Yin, Shen, Kaynak, Okyay

“…Deep learning techniques have promoted the rise of artificial intelligence (AI) and performed well in computer vision. Medical image analysis is an important…”
Get full text

Sliding Mode Neuro-Adaptive Control of Electric Drives by Topalov, A.V., Cascella, G.L., Giordano, V., Cupertino, F., Kaynak, O.

“…An innovative variable-structure-systems-based approach for online training of neural network (NN) controllers as applied to the speed control of electric…”
Get full text

IEEE Access Special Section Editorial: Data-Driven Monitoring, Fault Diagnosis and Control of Cyber-Physical Systems by Yin, Shen, Kaynak, Okyay, Reza Karimi, Hamid

“…It is well known that cyber-physical systems (CPSs) commonly exist in both industrial manufacturing and people's daily lives. As a hot topic within Industry…”
Get full text

Genetic Algorithm for the Mutual Information-Based Feature Selection in Univariate Time Series Data by Siddiqi, Umair F., Sait, Sadiq M., Kaynak, Okyay

“…Filters are the fastest among the different types of feature selection methods. They employ metrics from information theory, such as mutual information (MI),…”
Get full text

Big Data for Modern Industry: Challenges and Trends [Point of View] by Yin, Shen, Kaynak, Okyay

“…We are living in an era of data deluge and as a result, the term ``big data'' is appearing in many contexts, from meteorology, genomics, complex physics…”
Get full text

Adaptive Backstepping Control of a Pneumatic System With Unknown Model Parameters and Control Direction by Ren, Hai-Peng, Wang, Xuan, Fan, Jun-Tao, Kaynak, Okyay

“…The performance of the pneumatic elements and the micro-controller steadily increases as the price of them decreases. This trend promotes high performance…”
Get full text

An Investigation into Soft Error Detection Efficiency at Operating System Level by Asghari, Seyyed Amir, Taheri, Hassan, Kaynak, Okyay

“…Electronic equipment operating in harsh environments such as space is subjected to a range of threats. The most important of these is radiation that gives rise…”
Get full text

A novel general type-2 fuzzy controller for fractional-order multi-agent systems under unknown time-varying topology by Mohammadzadeh, Ardashir, Kaynak, Okyay

“…In this paper, a robust adaptive control scheme is proposed for the leader following control of a class of fractional-order multi-agent systems (FMAS). The…”
Get full text

Rough Deep Neural Architecture for Short-Term Wind Speed Forecasting by Khodayar, Mahdi, Kaynak, Okyay, Khodayar, Mohammad E.

“…Accurate wind speed forecasting is a fundamental requirement for large-scale integration of wind power generation. However, the intermittent and stochastic…”
Get full text

The golden age of Artificial Intelligence: Inaugural Editorial by Kaynak, Okyay

Get full text

Data-Based Techniques Focused on Modern Industry: An Overview by Yin, Shen, Li, Xianwei, Gao, Huijun, Kaynak, Okyay

“…This paper provides an overview of the recent developments in data-based techniques focused on modern industrial applications. As one of the hottest research…”
Get full text

A novel fractional-order fuzzy control method based on immersion and invariance approach by Mohammadzadeh, Ardashir, Kaynak, Okyay

“…In most of industrial applications, the dynamics of the system in hand are perturbed by a number of operational conditions. Also the outputs of the sensors…”
Get full text