Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Behrooz Safarinejadian"'
Publikováno v:
IET Science, Measurement & Technology. 12:151-160
This study presents a novel approach for the contingency constrained phasor measurement units (PMUs) placement. The proposed approach is based on n − k redundancy criterion using robust optimisation. This security criterion ensures observability of
Publikováno v:
IEEE Systems Journal. 11:2939-2948
This paper formulates a consensus filter-based distributed variational Bayesian (CFBDVB) algorithm for density approximation of traffic flow and average traffic speed in a freeway. This algorithm uses traffic measurements, including volume, occupancy
Publikováno v:
IET Science, Measurement & Technology. 10:167-176
In this study, two fault detection methods are proposed for non-linear systems. In these methods, Gaussian process (GP) is integrated into extended Kalman filter (EKF) and square root cubature Kalman filter (SCKF), which are called GP-EKF and GP-SCKF
Autor:
Elham Kowsari, Behrooz Safarinejadian
Publikováno v:
Transactions of the Institute of Measurement and Control. 39:1486-1496
This paper proposes two novel methods for fault detection in non-linear processes. These methods apply a Gaussian process (GP) to model the underlying process, and then the extended Kalman filter (EKF) and square root cubature Kalman filter (SCKF) ar
Publikováno v:
International Journal of Control. 89:2277-2296
In the present paper, the identification and estimation problem of a single-input–single-output (SISO) fractional order state-space system will be addressed. A SISO state-space model is considered in which parameters and also state variables should
Publikováno v:
IEEE Systems Journal. 10:281-289
In this paper, mobile agents are used for density estimation and data clustering in sensor networks. It has been assumed that sensor measurements can be statistically modeled by a common Gaussian mixture model. Here, a new data clustering method will
Publikováno v:
Systems Science & Control Engineering. 2:677-683
Electricity price forecasting in the electricity market is one of the important purposes for improving the performance of market players and increasing their profits in a competitive electricity market. Since the system load is one of the important f
Autor:
Elham Kowsari, Behrooz Safarinejadian
Publikováno v:
Systems Science & Control Engineering. 2:610-620
In this paper, two new fault detection methods are proposed for non-linear systems. The proposed methods are based on combining an extended Kalman filter (EKF) and an unscented Kalman filter (UKF) with Gaussian processes (GPs). One of the major advan
Publikováno v:
International Journal of Systems Science. 46:394-404
This paper presents a new method for fault detection (FD) based on interval type-2 fuzzy sets. The main idea is based on a confident span using interval type-2 fuzzy systems. An estimate for upper and lower bounds of output has been taken using the d
Publikováno v:
2016 4th International Conference on Control, Instrumentation, and Automation (ICCIA).
This paper addresses the modeling and identification of a fractional-order discrete-time SISO Laguerre-wiener system with a pseudo-random binary sequence (PRBS) input. PRBS input is used instead of white noise because of its advantages compared to th