Short-Term Load Forecasting Based on Pelican Optimization Algorithm and Dropout Long Short-Term Memories–Fully Convolutional Neural Network Optimization by Haonan Wang, Shan Huang, Yue Yin, Tingyun Gu

“…This method firstly uses DLSTMs to extract the time-series features of the load data, which can effectively capture the dynamic changes in the time series; subsequently, it combines the convolution operation of FCNs to obtain high-resolution information between the load data and the features, which enhances the expressive ability of the model. …”
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Performance Evaluation of Three-Ply Multi-Oriented Laminate Composite Fabricated via Vacuum Assisted Resin Transfer Molding Method under Tensile Loading by Shafi Ullah, Muhammad Waseem, Babar Ashfaq, Muhmmad Bilal Khan, Muhammad Uzair Shah

“…Results showed that specimens with all laminates oriented at 0° to the loading direction exhibited the highest strength of 253 MPa, while specimens with laminates oriented at 45° showed the lowest strength 69 MPa and highest elongation, i.e., strain of 0.22 mm/mm.…”
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Stability improvement of microgrids under dynamic load conditions: A new adaptive virtual synchronous generator based virtual inertia control approach by Md Asaduzzaman Shobug, Fuwen Yang, Junwei Lu

“…The virtual synchronous generator (VSG) exhibits prominent features such as communication-less control in microgrids due to its virtual inertia support. …”
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Development and evaluation of BDNF-loaded PCL/PVA two-layer nerve guidance conduit with enhanced biomechanical and biological properties for peripheral nerve regeneration by Massoumeh Jabbari Fakhr, Mohsen Eslami Farsani, Leyla Fath-Bayati, Reihaneh Seyedebrahimi, Mehdi Sadrjahani, Fatemeh Kavakebian, Alireza Rezapour

“…Successfully mending nerve gaps requires incorporating biomimetic and functional features into neural conduit design. In this research, a new two-layer conduit that combines topographic support and controlled growth factor release was developed. …”
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Inhibitory Effects of Paclitaxel-Loaded Iron Oxide Nanoparticles on Non-Small Cell Lung Cancer by Enhancing Autophagy-Dependent Ferroptosis and Apoptosis Pathways by Deng R, Liang G, Chen W, Nie Q, Wen J

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Improving the maintenance program for passenger elevators based on simulation of their operating modes by D. S. Apryshkin, G. Sh. Khazanovich, V. О. Gutarevich

“…This study objective is the scientific rationale of the concept and methodology for developing the program of maintenance of specific elevator installations on the basis of studies of the level and mode of loading of load-bearing units. Materials and Methods. …”
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Experimental Study on Loosening and Vibration Characteristics of Vibrating Screen Bolts of Combine Harvester by Lulu Yuan, Meiyan Sun, Guangen Yan, Kexin Que, Bangzhui Wang, Sijia Xu, Yi Lian, Zhong Tang

“…The field vibration test results showed that the characteristic values of the transmission shaft bolt structure of the vibrating screen were at a relatively high level, indicating that this part is subjected to a large vibration load. Furthermore, frequency domain feature analysis revealed that the vibration frequency components in this area are complex, which further increases the risk of bolt loosening. …”
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Comparison of external load and physical performance of professional soccer players between a cup match and a league match: A preliminary study by Luiz Ricardo Mendes de Sousa Silva, Luciano Bernardes Leite, Pedro Miguel Forte, Victor Neiva Lavorato, José E. Teixeira, Ricardo Ferraz, Leôncio Lopes Soares, Eduardo Mendonça Pimenta, Guilherme de Azambuja Pussieldi, Christian Emanuel Torres Cabido, Mario Norberto Sevilio de Oliveira Junior, Christiano Eduardo Veneroso

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Load transfer behaviour of super long piles in multi-layer soft soil through field testing and numerical 3D FEM modelling by Thoi Huu Tra, Thanh T. Nguyen, Thien Q. Huynh, Tatsuya Ishikawa

“…The coupled experimental (field) − numerical results reveal the predominant contribution of skin friction exceeding 90 % of the entire bearing capacity before a drop with swift rise in base resistance when reaching a critical condition (displacement sh > 25 mm and load pressure p > 14,000 kPa). The ratio of active skin friction is defined to assess the simultaneous variation of skin friction at different depths, featuring the role of pile length on the mobilisation of skin friction. …”
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<i>Cirsium setosum</i> Extract-Loaded Hybrid Nanostructured Scaffolds Incorporating a Temperature-Sensitive Polymer for Mechanically Assisted Wound Healing by Xiaojing Jiang, Shaoxuan Zhu, Jinying Song, Xingwei Li, Chengbo Li, Guige Hou, Zhongfei Gao

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O2O-PLB: A One-to-One-Based Optimizer With Priority and Load Balancing Mechanism for Resource Allocation in Fog-Cloud Environments by V. C. Bharathi, S. Syed Abuthahir, Monelli Ayyavaraiah, G. Arunkumar, Usama Abdurrahman, Sardar Asad Ali Biabani

“…O2O-PLB adopts a priority-based approach, assigning tasks according to urgency, system limitations, and available resources, while its load balancing feature ensures an even distribution of tasks to prevent congestion and inefficiency. …”
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Influence of liquid metal embrittlement on the failure behavior of dissimilar spot welds with advanced high-strength steel: A component study by Keke Yang, Matthias Sowada, Viktoria Olfert, Georg Seitz, Vincent Schreiber, Marcel Heitmann, David Hein, Max Biegler, Sven Jüttner, Michael Rethmeier, Gerson Meschut

“…To this end, a novel component-level test specimen featuring a hat and L-shaped profile was developed to identify critical failure points under three-point bending loads. …”
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Influence of the control law on oscillatory processes in electromechanical drive by Alexander V. Klimov

“…These are electric vehicles used as personal transport, electric buses as public passenger transport, electric cargo vehicles used for various needs. The main feature of this transport is related to providing the required power reserve for 1 charge. …”
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Clinical Features, Prognosis, and Long-Term Response to Ranibizumab of Macular CNVs in Pattern Dystrophies Spectrum: A Pilot Study by Lorenzo Casillo, Stefano Tricarico, Laura Contento, Enzo M. Vingolo

“…Early and long-term morphofunctional features of CNVs in PD and in AMD are overlapping. …”
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Design and validation of a power modulation system for residential demand-side management by Aaron Goldin, Elizabeth Buechler, Ram Rajagopal, Juan M. Rivas-Davila

“…Currently available devices (e.g., smart thermostats or load control switches) that equip legacy loads with energy management features, provide narrow functionality to address specific use cases.We propose the Smart Dim Fuse (SDF), a unified system with general purpose hardware, to enable legacy residential loads with versatile grid-interactive functionalities. …”
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Resilient unit commitment against extreme cold events considering decision-dependent uncertainty-featured EV demand response by Wenqian Yin, Kun Zhuang, Pengcheng Fan, Zhengyang Sun, Jing Zhu, Jilei Ye

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Evaluating cognitive decline detection in aging populations with single-channel EEG features based on two studies and meta-analysis by Lior Molcho, Neta B. Maimon, Talya Zeimer, Ofir Chibotero, Sarit Rabinowicz, Vered Armoni, Noa Bar On, Nathan Intrator, Ady Sasson

“…Abstract Timely detection of cognitive decline is paramount for effective intervention, prompting researchers to leverage EEG pattern analysis, focusing particularly on cognitive load, to establish reliable markers for early detection and intervention. …”
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Unsupervised adaptive feature enhancement network for reliable damage alarm using guided waves under time-varying conditions by Fan Shao, Jiaxuan Li, Li Ouyang, Yuanqiang Ren, Lei Qiu, Shengfang Yuan

“…Validated through crack and pit damage monitoring on an actual wing-box skin exposed to coupled temperature-load variations, the proposed method delivers accurate, reliable, region-specific damage alarms under coupled temperature and load time-varying conditions, underscoring its strong promise for practical engineering deployment.…”
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Enhanced efficiency and security in cross-chain transmission of blockchain internet of ports through multi-feature-based joint learning by Zeqiang Xie, Xiaowei Zhang, Xinbing Liu

“…To address these gaps, this study proposes a novel load-adaptive cross-chain control method tailored for Blockchain IoT systems in port areas. …”
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Features of physiological responses on organism of football players aged 10-12 years in exercise using different training methods by A. B. Abdula, S. I. Lebedev

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