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

Background: The timing of eruption of permanent teeth is of considerable importance to the dental health planning for diagnostic, preventive and therapeutic measures for children and teenagers. The purposes of this study were to determine timing of maxillary and mandibular permanent teeth emergence (except third molars) and to evaluate the effect nutritional status by anthropometric measures on the eruption time of permanent teeth, investigations had been done according to jaw and gender variations. Materials and Methods: This study was conducted among four to fifteen years old children and teenagers from kindergarten and schools in Basrah city in the south region of Iraq. The total sample composed of 1807 children and teenagers that were

The people of Muhammad (PBUH) do not live in any of this nation and do not settle for them the ones who have ever been given their mercy. They are the basis of religion, and Imad met with them to fulfill the precious and adhere to them, and they have the characteristics of the right of the state and the commandment and heredity

Abstract

Our description of the wxperience of any poet depends on the nature the anture of his writing or his style in terms of factors affecting his experience . We have found that al- Maghout is characterized by important poetis properties that characterized all of his poetry such as the ease in compositions that are formed the vocabulary of daily life . This is what constitutes his poetic lexicon that depends on the vocabulary of space , time , and anture . Hispoetry derives its aesthetics from revealing that strains in the text for the sake of surprise and amazement with a simple realism.

رمي البحث الحالي إلى تعرف التربية السياسية عند الرسول محمد (صلى الله عليه وسلم) وتطبيقاتها التربوية، ليكون أسوة ومثالا حيا يقتدي به في العمل السياسي على مختلف الأصعدة، وللعمل على خلق جيل من الشباب قادر على مواجهة الغزو الثقافي الذي قد يسلبهم حقوقهم في بلدهم من غير وعي، وقد تمثلت حدود البحث الحالي بالسنة النبوية في عهد الرسول محمد (صلى الله عليه وسلم) للفترة الزمنية من ولادته الرسول إلى وفاته. ومن أهم نتائج السي

يقدِّم هذا الكتاب دراسةً موسَّعة عن المسار الدبلوماسي والسياسي لأحمد عصمت عبد المجيد، أحد أبرز الفاعلين في تشكيل النظامين المصري والعربي المعاصِرَيْن خلال النصف الثاني من القرن العشرين، من خلال تتبُّع مسيرته منذ النشأة والتكوين العلمي في الإسكندرية وفرنسا، مرورًا بتدرّجه في السلك الدبلوماسي المصري، وصولًا إلى تولّيه منصب الأمين العام لجامعة الدول العربية بين عامي 1991 و2001. ولا يكتفي الكتاب بسرد السيرة الذا

In order to understand the effect of the number of piles (N), the history response of dynamic pile load in piled raft system and deflection time history of piled raft under repeated impact load applied on the center of piled raft resting on loose sand, laboratory model tests were conducted on small-scale models. The results of experimental work are found to be dynamic load increase with increase height of drop, the measured repeated dynamic load time history on the center of piled raft was close approximately to three a half sine wave shape with small duration in about (0.015 Sec). The maximum peak of impact loads occurs in pile and deflection time history occur after at the time of the peak repeated impact loads, dynamic pile load

The effective insulation design of the stress grading (SG) system in form-wound stator coils is essential for preventing partial discharges and excessive heat generation under pulse-width modulation excitation. This paper proposes a method to find the optimal insulation design of the SG system aimed at reducing the dielectric and thermal stresses in the machine coil. The non-uniform transmission line model is used to predict the voltage propagation along the overhang, SG, and slot regions considering the variation in the physical properties of the insulation layers. The machine coil parameters for different insulation materials are calculated by using the finite element method. Two optimization algorithms, fmincon and particle swarm optimiz

The cost of pile foundations is part of the super structure cost, and it became necessary to reduce this cost by studying the pile types then decision-making in the selection of the optimal pile type in terms of cost and time of production and quality .So The main objective of this study is to solve the time–cost–quality trade-off (TCQT) problem by finding an optimal pile type with the target of "minimizing" cost and time while "maximizing" quality. There are many types In the world of piles but  in this paper, the researcher proposed five pile types, one of them is not a traditional, and   developed a model for the problem and then employed particle swarm optimization (PSO) algorithm, as one of evolutionary algorithms with t