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Showing 3 results for Janizadeh
Volume 2, Issue 1 (3-2014)
Abstract
In this study, several data-driven techniques including system identification, adaptive neuro-fuzzy inference system (ANFIS), artificial neural network (ANN) and wavelet-artificial neural network (Wavelet-ANN) models were applied to model rainfall-runoff (RR) relationship. For this purpose, the daily stream flow time series of hydrometric station of Hajighoshan on Gorgan River and the daily rainfall time series belonging to five meteorological stations (Houtan, Maravehtapeh, Tamar, Cheshmehkhan and Tangrah climatologic stations) were used for period of 1983-2007. Root mean square error (RMSE) and correlation coefficient (r) statistics were employed to evaluate the performance of the ANN, ANFIS, ARX and ARMAX models for rainfall-runoff modeling. The results showed that ANFIS models outperformed the system identification, ANN and Wavelet-ANN models. ANFIS model in which preprocessed data using fuzzy interface system was used as input for ANN which could cope with non-linear nature of time series and performed better than others.
Volume 12, Issue 46 (Summer 2019)
Abstract
Structuralism is one of the most important areas of the modern literary theory, which has contributed to the creation of new subjects, the evaluation of similarities and differences, and the possibility of the analysis of the Persian literary texts based on standard universal models. Recently, Western literary theories have been increasingly used in the analysis of many literary research studies in Iran, aiming to shed some light into the hidden aspect of literary works and provide new insights. And few studies have ever not used structural and morphological approaches in their literary analysis. Based on a review of the Persian literary morphological studies conducted in different decades, the present study aimed to analyze the growth of them qualitatively and quantitatively and also to analyze their literary genres. Further, it investigated the degree to which Propp’s morphology theory has been used in a standard scientific way in these texts. Finally it was concluded that the inappropriate and mechanistic applications of Propp’s morphology theory in the Persian literary texts have led to inappropriate theory selection, simplification story elements, disregarding the goal and context of the theory, repetition of the method, poor introduction, and unrelated conclusion.
Behzad Janizadeh, Morteza Dardel, Mohammad Hadi Pashaei, Reza Akbari Alashti,
Volume 15, Issue 1 (3-2015)
Abstract
Abstract In this work, nonlinear electromagnetic vibration energy harvesting from cantilever beam under base harmonic oscillation is investigated and the effects of electromagnetic parameters on behavior of system is considered. For modeling assumed mode method is used, and beam is modeled in according to Timoshenko theory, which includes shear deformation and rotary inertia. In energy harvesting, the frequency response of the system is very important because it shows the best areas for energy harvesting and it is a good criterion for designing energy harvesters, hence a semi analytical method is used to find simply the amplitude of oscillation in terms of excitation frequency. In this method, at first equations of motion are solved with complex averaging method and obtained equations are solved with continuation method. For validation, comparison between results obtained from numerical and semi analytical method is given. Also comparison between linear and nonlinear system, and stability of periodic response and their bifurcations are given. In addition, in order to the effect of number of mode shapes and convergence of solution, frequency response of one, two, three modes and four modes cases are compared with together.