A hybrid machine learning and ied-based fault detection scheme for microgrids by Hamid Radmanesh, Abolfazl Hadadi

“…This paper proposes a new intelligent fault detection approach that leverages advanced signal processing techniques, including modified Variable Mode Decomposition (MVMD) for feature extraction, combined with a hybrid machine learning (ML) model. …”
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Frequency-Dependent Scaling Factors to Estimate Multiple Time-Period Global Mass Changes Observed by GRACE/GRACE-FO by Zhenran Peng, Linsong Wang, Qing Liang, Chao Chen

“…The scaling factor method is commonly used to restore near-true time-variable gravity from gravity recovery and climate experiment/follow-on (GRACE/GRACE-FO). …”
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Optimal Allocation of Hybrid Energy Storage Capacity for Microgrids Considering Electric Vehicles by Yvhua Bian, Haizheng Wang, Jinhua Zhang, Jie Yan, Xiaoke He

“…Additionally, this paper utilizes a modified Subtraction-Average-Based Optimizer (SABO) algorithm to optimize variable mode decomposition (VMD) in addressing the power allocation problem of HESS. …”
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Use of granular computing for resource optimization in IoT networks by Jaime Govea, Rommel Gutierrez, William Villegas-Ch

“…Existing optimization methods often fail to adapt in real-time or scale adequately under variable conditions, exposing a critical gap in resource management strategies for dense deployments. …”
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Euro-area labour markets: Different reaction to shocks? by Jan Bruha, Beatrice Pierluigi, Roberta Serafini

“…The short run dynamics is governed by a VAR model including six shocks. The state-space framework is convenient for the decomposition of endogenous variables in trends and cycles, for shock decomposition, for incorporating external judgment, and for running conditional projections. …”
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Evaluation of transportation noise in urbanised areas. A case study by Alfredo CALIXTO, Cristiane PULSIDES, Paulo Henrique Trombetta ZANNIN

“…Results of the prediction models agreed well with measured noise levels, especially for the model considering the two independent variables, VF and HV. …”
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Features of Family Environment of a Child in Post-Industrial Society by A. D. Andreyeva

“…The most significant highlighted changes are those related to the reduction of quantitative and generational composition of a family, weakening of the idea of child-centrism, search for new models of active parenting, slow growing up of children in the comfort of a modern family environment. …”
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Strength Prediction of Geopolymer Concrete With Wide-Ranged Binders and Properties Using Artificial Neural Network by Md Merajul Islam, Md Al-Mamun Provath, G. M. Sadiqul Islam, Md Tariqul Islam

“…Despite extensive use and research, predicting concrete strength based on the mixed chemical composition of constituents remains challenging due to consideration of limited variables, small dataset sizes, and traditional models struggling with nonlinearity. …”
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A spatial bearing fault classification method based on improved APSMOTE-WKMFA by CHEN Chao, YANG Chenhao, XU Haosen, WAN Ouying, HAN Liling

“…Finally, the <italic>k</italic>-nearest neighbor classifier algorithm was used to train the classification model on the transformed low-dimensional features. …”
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Simulation Research on Pressure Control Performance of Thermodynamic Venting System of Rocket Propellant Tank by Xia Siqi, Sun Peijie, Li Peng, Wang Changhuan, Wang Lei, Li Yanzhong

“…This article described the composition and working principle of the thermodynamic venting system (TVS) for the in-orbit management of cryogenic propellants. …”
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Weight trajectories in aging humanized APOE mice with translational validity to human Alzheimer's risk population: A retrospective analysis. by Francesca Vitali, Jean-Paul Wiegand, Lillian Parker-Halstead, Allan Tucker, Roberta Diaz Brinton

“…Translational validity of mouse models of Alzheimer's disease (AD) is variable. Because change in weight is a well-documented precursor of AD, we investigated whether diversity of human AD risk weight phenotypes was evident in a longitudinally characterized cohort of 1,196 female and male humanized APOE (hAPOE) mice, monitored up to 28 months of age which is equivalent to 81 human years. …”
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Multistage power generation planning approach for new power systems with high renewable energy integration considering flexibility constraints by Danyang Li, Hongpeng Liu, Jingwei Zhang, Xu Han, Shuxin Zhang

“…A flexibility-constrained multi-stage generation planning model is formulated, which resolves nonlinearity through auxiliary variable linearization and Benders decomposition algorithm. …”
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Isothermal crystallization kinetics of poly(ethylene terephthalate) and poly(methyl methacrylate) blends

“…Different kinetic models like the Avrami, Tobin and Urbanovici-Segal models have been applied for determining the isothermal crystallization kinetics of virgin poly(ethylene terephthalate) (PET) and PET/poly(methyl methacrylate) (PMMA) blends. …”
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An integrative framework for AI-supported coastal hydrodynamics monitoring and analysis by Ruo-Qian Wang, Gustavo Pacheco-Crosetti, Christian Villalta Calderon, Joel Cohen, Emily Smyth

“…Employing a blend of traditional methods and cutting-edge technologies, including the Segment Anything Model (SAM) for high-resolution image segmentation and Dynamic Mode Decomposition (DMD) for pattern recognition, we provide a comprehensive assessment of coastal water dynamics. …”
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Regional simulations of equatorial spread F driven with, and an analysis of, WAM-IPE electric fields by Aaron Kirchman, David Hysell, Tzu-Wei Fang

“…The WAM-IPE electric fields are then studied through a simple sensitivity analysis of a field-line integrated electrodynamics model similar to the one used in WAM-IPE. This analysis suggests there is no simple tuning of ion composition or neutral winds that accurately reproduce ISR-observed electric fields on a day-to-day basis. …”
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Optimization of the synthesis of highly pure calcium sulphate from dolomite ore by Isaac Adekunle Joseph, Elijah Olawale Ajala, Amina Ahmed El-Imam, Mary Adejoke Ajala, Comfort Temitope Are, Esther Olubunmi Babatunde

“…XRF analysis revealed a composition of 53.686% SO3, and 41.798% CaO. The flaky morphology of CaSO4 was observed from the SEM analysis, and TGA analysis showed stability at 200 °C and decomposition at 383.78 °C. …”
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Bayesian optimization of radical polymerization reactions in a flow synthesis system by Shogo Takasuka, Sho Ito, Shunto Oikawa, Yosuke Harashima, Tomoaki Takayama, Aniruddha Nag, Araki Wakiuchi, Tsuyoshi Ando, Tetsunori Sugawara, Miho Hatanaka, Tomoyuki Miyao, Takamitsu Matsubara, Yu-Ya Ohnishi, Hiroharu Ajiro, Mikiya Fujii

“…It is therefore necessary to optimize the polymerization process to account for such composition drift. In the present study, styrene-methyl methacrylate copolymers were generated using a flow synthesis system and the processing variables were tuned employing Bayesian optimization (BO) to obtain a target composition. …”
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Centralized and Decentralized Signal Control with Short-Term Origin-Destination Demand for Network Traffic by Can Zhang, Tony Z. Qiu, Amy Kim

“…We also investigate the impact of network decomposition strategy on signal control system performance. …”
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Effect of varying thickness properties of the slow release fertilizer films on morphology, biodegradability, urea release, soil health, and plant growth. by Zahid Majeed, Shamyla Nawazish, Ayesha Baig, Wasim Akhtar, Atia Iqbal, Wisal Muhammad Khan, Syed Majid Bukhari, Asma Zaidi, Pau Loke Show, Nurlidia Mansoor

“…Current work examined the morphology, chemical composition, biodegradability, urea release, soil health, and plant growth effects of the SRF films subjected to changes in the thickness of 0.27, 0.54, and 1.03 mm. …”
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Deep investigation of Arabidopsis thaliana junk DNA reveals a continuum between repetitive elements and genomic dark matter. by Florian Maumus, Hadi Quesneville

“…Eukaryotic genomes contain highly variable amounts of DNA with no apparent function. …”
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