This study proposes a hybrid predictive maintenance framework that integrates the Kolmogorov-Arnold Network (KAN) with Short-Time Fourier Transform (STFT) for intelligent fault diagnosis in industrial rotating machinery. The method is designed to address challenges posed by non-linear and non-stationary vibration signals under varying operational conditions. Experimental validation using the FALEX multispecimen test bench demonstrated a high classification accuracy of 97.5%, outperforming traditional models such as SVM, Random Forest, and XGBoost. The approach maintained robust performance across dynamic load scenarios and noisy environments, with precision and recall exceeding 95%. Key contributions include a hardware-accelerated K

  The economic units always sought to maintain its market position and Trchinh the technology management and modern methods that will support success factors .vdila about it has become a customer and one profitability analysis of the most practical way benefit of economic units as modern management focus their attention on achieving this satisfaction, as the customers make up the axis of the success of every organization and that there are many government units aiming to profit directs attention to customers and the number of these units increased continuously. The administration used the customer profitability analysis in order to obtain information to assist in making and decision-making process. How to use modern tec

This study is concerned with the comparison of the results of some tests of passing and dribbling of the basketball of tow different years between teams of chosen young players in Baghdad. Calculative methods were used namely (Arithmetic mean, Value digression and T.test for incompatible specimens). After careful calculative treatments, it has been that there were abstract or no abstract differences in the find results of chestpass, highdribble and cross-over dribble. The clubs were: (Al-Khark, Air defence, Police and Al-Adamiyah) each one separate from the other for the year (2000-2001). After all that many findings were reached such as the lack of objective valuation (periodical tests) between one sport season and the other. In the light

From the above we conclude that the Peronist represents one of the distinguished scientists who had a prominent role in supplying the Arab and Islamic Heritage Library scientific achievements that have had their impact on the Arab-Islamic civilization at a high level of knowledge has given us

This study aims at identifying the problems facing the students teachers in the department of Science Computer in the College of Education for Women in Baghdad University during their application in the Schools and their attitudes Towards teaching before and after the application the sample Consists of the Fourth year Students Who did teach in Baghdad (75 Students) The data have been dealt with statistically by using chi – Square, the relative percentage Weight, Person's Correlation Coefficient and the t – test.
After analyzing the results, it has been Shown that the Following are the most important problems :-
1. limitedness of the period of application.
2. Insufficiency of the hours specified for the Computer.
3. Insuff

Characterized the study of Islamic movements in Lebanon, as other studies in the Arab world by being the study of the subject in a different and distinct field on more than one level, environment in which they were composed of components very sectarian and confessional diversity

يعد القرن السابع الهجري /الثالث عشر ميلادي من أسوأ القرون التي عصفت بتاريخ أمتنا، وتمثل ذلك بالغزو الصليبي الذي كان في أوجه ومن ثم الغزو المغولي الهمجي الذي انهال على الأمة كما الجراد، أضيف لذلك ما كانت عليه الأحوال الداخلية من نزاعات بين الملوك والسلاطين، ورغم كل ذلك استطاع ثلة من العلماء الأكابر أن يدنوا التاريخ ويسطروه ليبقى محفوظاً للأجيال اللاحقة وصوناً لتراث الأمة العريق.

Aljazri made an effort to prominence the scientific rank of
reporters through transfer accurate expressions reflects the
heighest ability of reporter . these opinions are often of the
translator's companions or of his students who heard and studied
from him . Their phrases are included in the translator's edited.
Most of the time, they are brief phrases that indicate precise
meaning