Decentralized queue control with delay shifting in edge-IoT using reinforcement learning by Viacheslav Kovtun

“…Experimental results using real-world datasets demonstrated a reduction in average delay by 17–26%, decreased fluctuations in service time, and improved queue recovery stability after peak loads compared to current state-of-the-art models. …”
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Energy management for microgrids integrating renewable sources and hybrid electric vehicles by Wanying Liu, Chunqing Rui, Zilin Liu, Jinxin Chen

“…When PHEVs are included, KOA demonstrates cost reductions of up to 17.9 % across various charging modes, showcasing its adaptability and efficiency in dynamic energy systems.…”
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Spatial correlation effects on rock mass behavior: insights from stochastic modeling in longwall mining by Mohammad Reza Soleimanfar, Reza Shirinabadi, Navid Hosseini Alaee, Ehsan Moosavi, Ghodratollah Mohammadi

“…The insights gained from this study are essential for developing safer and more effective longwall mining strategies, highlighting the importance of considering spatial variability in rock mechanics. The findings contribute to the advancement of mining engineering by integrating advanced statistical techniques with practical applications, ultimately enhancing operational efficiency and safety in mining practices.…”
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Uncertainty-aware multi-objective growth optimizer of EV charging stations allocation in unbalanced grids by Abdullah M. Shaheen, Aya R. Ellien, Adel A. El-Ela, Ali M. El-Rifaie

“…Results show that AMOGO not only exhibits faster and more stable convergence but also achieves significant enhancements in system efficiency and resilience, with a 72.7 % reduction in power losses and a 10.51 % improvement in voltage stability. …”
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Stability Assessment of Hazardous Rock Masses and Rockfall Trajectory Prediction Using LiDAR Point Clouds by Rao Zhu, Yonghua Xia, Shucai Zhang, Yingke Wang

“…The approach substantially improves the accuracy and efficiency of hazardous rock stability assessments and rockfall trajectory predictions, offering a quantifiable, reproducible mitigation framework for long slopes, large rock volumes, and densely fractured cliff faces.…”
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Designing a causal model of factors affecting the Lars supply chain by mojtaba khalesi, mojdeh rabani, Hasan Dehghan Dahnavi, Abolfazl Sadeghian, mohammad taghi honari

“…Trade-offs between lean, agile, resilient, and sustainable management paradigms are real issues and help supply chains become more efficient, streamlined, and sustainable. Lean in the supply chain maximizes profits through cost reduction, while agility maximizes profits by providing exactly what the customer needs. …”
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