Search Results - "Fadali, M. Sami"

Vibration‐based structural condition assessment using convolution neural networks by Khodabandehlou, Hamid, Pekcan, Gökhan, Fadali, M. Sami

“…Summary A novel vibration‐based structural health monitoring (SHM) approach that uses two‐dimensional deep convolution neural networks (CNN) is introduced. The…”
Get full text

Wind speed and wind direction forecasting using echo state network with nonlinear functions by Chitsazan, Mohammad Amin, Sami Fadali, M., Trzynadlowski, Andrzej M.

“…Wind turbines are among the most popular sources of renewable energy. The energy available from wind varies widely because wind energy is highly dependent on…”
Get full text

A Novel Method for Single and Simultaneous Fault Location in Distribution Networks by Majidi, M., Etezadi-Amoli, M., Sami Fadali, M.

“…This paper introduces a novel method for single and simultaneous fault location in distribution networks by means of a sparse representation (SR) vector,…”
Get full text

Performance-based active controller design for nonlinear structures using modified black hole optimization by Yaghoobi, Saber, Fadali, M Sami, Pekcan, Gokhan

“…This paper presents a novel approach that facilitates the design of active controllers to mitigate seismically induced damage in structural systems. The…”
Get full text

Stability Analysis of Electricity Markets Using TSK Fuzzy Modeling by Jafarzadeh, Saeed, Fadali, M. Sami, Livani, Hanif

“…This paper discusses the stability properties of electricity markets and their implications for the deregulated market environment. We formulate a…”
Get full text

Solar Power Prediction Using Interval Type-2 TSK Modeling by Jafarzadeh, Saeed, Fadali, M. Sami, Evrenosoglu, Cansın Yaman

“…The random nature of solar energy resources is one of the obstacles to their large-scale proliferation in power systems. The most practical way to predict this…”
Get full text

Stability Analysis and Control of Discrete Type-1 and Type-2 TSK Fuzzy Systems: Part I. Stability Analysis by Jafarzadeh, S., Fadali, M. S., Sonbol, A. H.

“…This paper introduces sufficient conditions for the exponential stability of type-1 and type-2 Takagi-Sugeno-Kang (TSK) fuzzy systems. A major advantage of the…”
Get full text

Fault Detection and Isolation of Induction Motors Using Recurrent Neural Networks and Dynamic Bayesian Modeling by Hyun Cheol Cho, Knowles, J., Fadali, M.S., Kwon Soon Lee

“…Dynamic neural models provide an attractive means of fault detection and isolation in industrial process. One approach is to create a neural model to emulate…”
Get full text

Digital Control Engineering - Analysis and Design by Fadali, M. Sami, Visioli, Antonio

“…Digital controllers are part of nearly all modern personal, industrial, and transportation systems. Every senior or graduate student of electrical, chemical or…”
Get full text

Optimal resource allocation in networked control systems by Cetin, Gokhan, Fadali, M. Sami, Xu, Hao

“…This study proposes an optimal bandwidth allocation algorithm for a Networked Control System (NCS) that includes a time‐driven sensor, event‐driven controller…”
Get full text

Active neural predictive control of seismically isolated structures by Khodabandehlou, Hamid, Pekcan, Gökhan, Sami Fadali, M., Salem, Mohamed M.A.

Get full text

Direct Torque Control With Feedback Linearization for Induction Motor Drives by Lascu, Cristian, Jafarzadeh, Saeed, Fadali, M. Sami, Blaabjerg, Frede

“…This paper describes a direct-torque-controlled (DTC) induction motor (IM) drive that employs feedback linearization and sliding-mode control (SMC). A new…”
Get full text

On the Stability and Control of Continuous-Time TSK Fuzzy Systems by Jafarzadeh, S., Fadali, M. S.

“…This paper introduces a new stability test and control design methodology for type-1 and type-2 continuous-time (CT) Takagi-Sugeno-Kang systems. Unlike methods…”
Get full text

A Unified Approach for Power System Predictive Operations Using Viterbi Algorithm by Livani, Hanif, Jafarzadeh, Saeed, Evrenosoglu, Cansin Yaman, Fadali, M. Sami

“…A paradigm shift in the renewable energy proliferation in the U.S. necessitates a paradigm shift in power system operations to accommodate large-scale…”
Get full text

Training recurrent neural networks via dynamical trajectory-based optimization by Khodabandehlou, Hamid, Sami Fadali, M.

“…This paper introduces a new method to train recurrent neural networks using dynamical trajectory-based optimization. The optimization method utilizes a…”
Get full text

State Estimation for Large-Scale Power Systems and FACTS Devices Based on Spanning Tree Maximum Exponential Absolute Value by Chitsazan, Mohammad Amin, Fadali, M. Sami, Trzynadlowski, Andrzej M.

“…This paper proposes a new state estimation approach for large-scale power systems called spanning tree maximum exponential absolute value (ST-MEAV). The novel…”
Get full text

Active neural predictive control of seismically isolated structures by Khodabandehlou, Hamid, Pekcan, Gökhan, Fadali, M. Sami, Salem, Mohamed M.A.

“…Summary An online identification and control scheme based on a wavelet neural network (WNN) and model predictive control (MPC) are presented. The WNN comprises…”
Get full text

Digital Control Engineering by M. Sami Fadali, Antonio Visioli

“…Digital controllers are part of nearly all modern personal, industrial, and transportation sytems. Every senior or graduate student of electrical, chemical or…”
Get full text

Nonlinear Network-Induced Time Delay Systems With Stochastic Learning by Hyun Cheol Cho, Fadali, M S

“…This paper presents a new control approach for nonlinear network-induced time delay systems by combining online reset control, neural networks, and dynamic…”
Get full text

Neural Robust Control for Perturbed Crane Systems by Cho, Hyun Cheol, Fadali, M. Sami, Lee, Young Jin, Lee, Kwon Soon

“…In this paper, we present a new control methodology for perturbed crane systems. Nonlinear crane systems are transformed to linear models by feedback…”
Get full text