This research focuses on the development of a new Design of integrating two-level Artificial Intelligent with three degrees of freedom-PDF (TLNF-3DOFPDF) Controller for AGC of Three-Area Multi-Sources Power System. The primary objective is to enhance the frequency regulation, system stability, and load-sharing performance by optimizing the controller using the skill optimization algorithm (SOA) algorithm. The optimization process fine-tunes the controller parameters to ensure superior performance and robustness under varying operational conditions.
This study investigates micro-channel fabrication in carbon fiber-reinforced composites using particle-assisted micro-EDM. Voltage significantly impacts machining time, with optimized parameters achieving a minimal machining time of 915 s. Surface analysis reveals dimensional deviations and fiber breakage, highlighting the need for process optimization.
A one-dimensional representation of an initially damaged conductor cable is subject to mechanical tension, heat exchange with the environment, and an electric current, which combined lead to thermal failure from overheating. The deterministic solution of the physical system through the finite element method enters the PCM stochastic solver as a black box, which generates physics-based predictions of the probability of failure
An energy management system (EMS) with a fractional order proportional integral (FOPI) controller, optimized by particle swarm optimization (PSO) algorithm, regulates DC bus voltage and balances energy flow in a solar PV, battery, and supercapacitor system. The EMS ensures system stability and optimizes the state of charge of energy storage systems.
The impact of ECAP processing parameters on mechanical properties and corrosion behavior of AA7075 were discussed using experimental, ML, and RS methodologies. It was found that ECAP resulted in notable improvement in both mechanical and corrosion behavior for AA7075, which can be attributed to the significant grain refinement after processing.
This article conducts bending tests on glass bridge decks under wheel loads to study the mechanical properties of glass panel structures applied to automotive bridge decks. The experiment applies a concentrated load to the center of the plate, with displacement as the control condition for loading. This process repeats until all layers of glass plates are completely destroyed. Obtaining the out of plane deflection displacement field of laminated glass panels under load using three-dimensional DIC method. The results indicate that the load–displacement relationship of laminated glass panels exhibits a certain degree of nonlinearity. The load–displacement variation of a two-layer glass structure is significantly closer to linear compared to a three-layer glass structure. The direction of the maximum principal stress almost coincides with the diagonal of the glass plate and only shows significant fluctuations under small loads. The load–stress relationship exhibits certain nonlinear characteristics. By conducting experimental research on three-layer laminated glass panels subjected to local lateral loads, the static mechanical response law of multilayer laminated glass bridge decks under wheel pressure loads was explored. The experimental results can provide reference for engineering practice.
If the linear node voltage equation set obtained from the faulty composite sequential network is solved directly by linear transformation, it is not possible to accurately calculate and obtain the fault current and the voltage at the merging point of IIDG. For this reason, this paper adopts the fault characterization method of iterative correction to analyze the fault characteristics of distribution networks containing IIDGs by taking the 35 kV distribution network as an example.
This review explores material flow in friction stir welding (FSW), emphasizing its critical role in determining weld quality and structural integrity. It discusses methodologies for studying material flow, its dynamics, defect formation, and advancements in Bobbin Tool and Stationary Shoulder FSW, guiding future research and optimization efforts.
This study explores the role of Building Information Modeling (BIM) in enhancing sustainable project delivery through circular economy principles. It is obvious that BIM has a significant positive impact on sustainable project methods, with circular economy principles amplifying this effect, explaining 50% of the indirect influence.
Properties of the prepared thermally treated and hydrochloric acid-modified montmorillonite nanoparticles supported with TiO2 are suitable for polycyclic aromatic hydrocarbon degradation in solution.
The research focus of this paper is to evaluate the ability of college counselors by using the competency model. A questionnaire was designed to survey and test the questionnaires. A competency model of college counselors was established and applied to the ability training of counselors. The evaluation results of counselors' ability before and after the training were compared. The research results showed that the counselor ability training oriented by the model can effectively improve the competency traits of counselors and can be applied to the management of college counselors.
This work proposes a power management controller for multi-core DSP architectures, specifically designed for FT-xDSP. The primary contributions include a clamp request control unit to ensure system stability during asynchronous resets, and a configurable state transition counter that optimizes clock transitions. The controller integrates power and clock gating, yielding a 95.9% reduction in core power consumption in low-power states, which enhances both energy efficiency and chip stability. This work demonstrates a significant improvement in power management for high-performance multi-core DSPs.
New 5G base stations require antennas capable of directing the beam to the mobile terminal. In this paper we propose an array of 4 dipoles reconfigurable in radiation pattern. The beam can switch in four directions by controlling the switch states implemented in the arms of each dipole. This low-cost, efficient, and easy-to-design antenna array can be very useful for 5G beam switching applications.
This study investigates the cooling behavior of super duplex stainless steel bars using water and air impinging jet quenching technique (IJQT) of various flow rates. The findings highlight the critical role of cooling rate in controlling sigma-phase formation and impact toughness, demonstrating the effectiveness of the IJQT in industrial applications.
The proposed model integrates a pre-trained ResNet backbone, multi-scale feature extraction, cross-attention mechanisms, and a Channel and Spatial Attention Module (CSAM) to effectively address the challenges posed by imbalanced and complex optical coherence tomography (OCT) datasets.
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