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3421
Innovative framework for fault detection and system resilience in hydropower operations using digital twins and deep learning
Published 2025-05-01“…The integration of Digital Twins allowed for precise real-time modeling of system behavior, while Deep Learning algorithms effectively identified and predicted faults. …”
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3422
Analysis of the impact of mobile robots on the efficiency of warehousing and transport processes in modern textile manufacturing
Published 2025-01-01“…AMRs leverage advanced technologies such as LiDAR sensors, SLAM algorithms, artificial intelligence, and IoT systems to navigate complex industrial environments autonomously, optimize routes, and execute tasks without direct human intervention. …”
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3423
Parameter estimation and speed control of real DC motor with low resolution encoder
Published 2025-06-01“…For parameter estimation, a popular iterative optimization algorithm, namely Particle Swarm Optimization (PSO), is used. …”
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3424
Higher-order aberrations and spherical aberration in various age groups after LASIK and cataract surgery
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3425
A Proposed Vision for Using Artificial Intelligence in Enhancing Strategic Value of Human Resources
Published 2025-06-01“…These benefits include efficiency gains, increased employee satisfaction, and strategic workforce optimization. Yet, there are significant challenges in the form of algorithmic bias, data privacy concerns, and organizational readiness. …”
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3426
Machine learning prediction of permeability distribution in the X field Malay Basin using elastic properties
Published 2024-12-01“…Shapley Additive Explanations (SHAP) analysis was implemented to study the association between elastic properties, porosity, and permeability, while Recursive Feature Elimination with Cross-Validation (RFECV) determined the optimal feature configuration. …”
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3427
Efficient implementation of post-quantum digital signatures on Raspberry Pi
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3428
Unified Analysis of Decentralized Gradient Descent: A Contraction Mapping Framework
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3429
Clustering and Interpretability of Residential Electricity Demand Profiles
Published 2025-03-01“…This study explores a wide number of clustering algorithms by comparing hard clustering algorithms (K-Means, K-Medoids) versus soft clustering techniques (Fuzzy C-Means, Gaussian Mixture Models) in segmenting electricity consumption profiles. …”
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3430
Smart agriculture using IoT for automated irrigation, water and energy efficiency
Published 2025-12-01“…This study presents an innovative smart agriculture system that integrates Internet of Things (IoT) technologies, predictive algorithms, and automated control mechanisms to optimize irrigation and enhance resource efficiency. …”
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3431
HIV‐1 testing in the context of expanding PrEP modalities
Published 2025-07-01“…Current best practices indicate the use of rapid diagnostic tests or self‐testing as recommended by national testing algorithms and the World Health Organization (WHO). …”
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3432
Research on path planning for coal mine rescue robots
Published 2024-12-01“…This paper proposes a path planning method for coal mine rescue robots based on a Hierarchical Smooth Optimization Bidirectional A* guided dynamic window approach (HSTA*-G-DWA) algorithm. …”
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3433
Priority-aware task offloading for LEO satellite edge computing network: a multi-agent deep reinforcement learning-based approach
Published 2025-08-01“…The MA2C algorithm employs two cooperative agents to optimize scheduling strategies: one agent is responsible for prioritizing tasks, while the other focuses on task offloading decisions. …”
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3434
Facial Expression Recognition and Digital Images Infosecurity for Prevention Care System Application in Sudden Infant Death Syndrome Monitoring
Published 2025-01-01“…The stochastic gradient descent (SGD) algorithm was employed to optimize the classifier’s model parameters for further enhancing accuracy for the intended purposes. …”
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3435
Fault Diagnosis of Rolling Element Bearing Based on BiTCN-Attention and OCSSA Mechanism
Published 2025-04-01“…This paper proposes a novel fault diagnosis framework that integrates the Osprey–Cauchy–Sparrow Search Algorithm (OCSSA) optimized Variational Mode Decomposition (VMD) with a Bidirectional Temporal Convolutional Network-Attention mechanism (BiTCN-Attention). …”
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3436
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3437
A Low-Energy Lighting Strategy for High-Yield Strawberry Cultivation Under Controlled Environments
Published 2025-05-01“…The lighting system, which combines red (655–665 nm) and full-spectrum white LEDs, was optimized using a particle swarm optimization (PSO) algorithm to enhance spatial light distribution. …”
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3438
Transforming traffic accident investigations: a virtual-real-fusion framework for intelligent 3D traffic accident reconstruction
Published 2024-12-01“…Subsequently, a deep learning-based reconstruction method, i.e., 3D Gaussian splatting (3D-GS), is utilized to construct 3D digitized traffic accident scenes from UAV-based image datasets collected in the traffic simulation environment. While visual rendering by 3D-GS struggles under adverse conditions like nighttime or rain, a clustering parameter stochastic optimization model and mixed-integer programming Bayesian optimization (MIPBO) algorithm are proposed to enhance the segmentation of large-scale 3D point clouds. …”
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3439
Physical property-aware multi-UAV spatial coordination for energy-efficient mobile edge computing
Published 2025-08-01“…This algorithm utilizes three distinct mutation strategies and integrates an external archiving mechanism to optimize both the number and locations of UAV Task Points (TPs). …”
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3440
Bridging ACO-Based Drone Logistics and Computing Continuum for Enhanced Smart City Applications
Published 2025-05-01“…The proposed system addresses the Capacitated Vehicle Routing Problem (CVRP) by considering both drone capacity constraints and autonomy, using the ACO-based algorithm to efficiently assign delivery destinations while minimizing travel distances. …”
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