Empowering Remote Living: Optimizing Hybrid Renewable Energy Systems in Mexico by Juan Carlos León Gómez, Jesus Aguayo Alquicira, Susana Estefany De León Aldaco, Oscar Sánchez Vargas, Kenia Yadira Gómez Díaz

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Retracted: Application of Optimized BP Neural Network In Financial Alert System by Journal of Function Spaces

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Optimization research on UAV semantic communication system based on SVD-MADRL by Yibo Yang, Yahe Tan, Liu Liu

“…The study optimizes the flight trajectory and power of multiple unmanned aerial vehicles with the deep deterministic policy gradient algorithm and constructs a multi-unmanned aerial vehicle semantic communication optimization model based on singular value decomposition and multi-agent deep reinforcement learning. …”
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Optimization Strategy of Building Energy System Based on Deep Reinforcement Learning by Wenzhe SHI, Bingjie LI, Peipei YOU, Ling ZHANG

Subjects: “…building energy systems…”
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Face Recognition Based on Optimized Projections for Distributed Intelligent Monitoring Systems by Aihua Yu, Huang Bai, Binbin Sun, Gang Li, Beiping Hou

“…This paper deals with a CS-based face recognition system design. A novel framework, called projection matrix optimization- (PMO-) based compressive classification, is proposed for distributed intelligent monitoring systems. …”
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Spatial Position Optimization of Components in the Labeling Robot System for Bundled Bars by Zhang Fuxiang, Zheng Yu, Huang Yongjian, Wang Chunmei, Huang Fengshan

“…Taking the shortest total stroke of the robot labeling process as the optimization goal of the placement position of the industrial robot and label printer, an improved particle swarm optimization algorithm is used for optimization calculation to obtain the optimal spatial position of the industrial robot and label printer, which improves the work efficiency of the labeling robot system, and has guiding significance for the practical application of the system.…”
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Optimization of Finite-Alphabet Signaling for Two-User Multiaccess VLC Systems by Zhen-Yu Wang, Hong-Yi Yu, Yan-Yu Zhang, Da-Ming Wang

“…By applying the properties of Farey sequence in number theory to solve the finite-alphabet optimization, it is proved that the optimal received signal constitutes an equally spaced pulse amplitude modulation constellation, which admits a low-complexity maximum likelihood detection. …”
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The potential of shading to optimize the performance ratio of a solar power system by Muhammad Dihyah Marwan, Suhono Suhono, Lukman Subekti

“…The suggested method also evaluates the financial analysis of the proposed PV system, specifically focusing on the payback period (PBP) and return on investment (ROI). …”
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Optimization of use of natural assets in environmental-oriented accounting and analytical systems by Anatoliy Ivanovich Belousov, Liliya Vasil'yevna Blizno

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Optimizing photovoltaic-thermal systems: a comprehensive indoor experimental investigation by Mursal Ahmed, Mirza Farrukh Baig, Ervina Efzan Mhd Noor, Muharniza Azinita Musa

“…Conversely, increasing water mass flow rates from 0.005 to 0.016 kg/s reduced the outlet water temperature by approximately 4.8 °C, showcasing the critical role of flow rate optimization in enhancing heat transfer efficiency. In terms of electrical performance, the PVT system’s output voltage increased by 5% as solar radiation rose from 200 to 900 W/m2. …”
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A Novel Chaotic System Generator Architecture Based on Optimization Algorithm by T. Cigal, E. Tanyildizi

“…The original aspect of the proposed study is to develop a new chaotic system based on existing chaotic systems. The proposed theoretical architecture combines the components of existing chaotic systems with a new approach using the advantages of optimization algorithms. …”
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Optimizing Parameters for Anticollision Systems between Adjacent Buildings under Earthquakes by Nan Jin, Yong-qiang Yang

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Leveraging Generative AI for Modelling and Optimization of Maintenance Policies in Industrial Systems by Adolfo Crespo Márquez, Diego Pérez Oliver

“…The results highlight the potential for AI to revolutionize maintenance optimization, particularly in single-unit systems, and lay the groundwork for future studies in multi-unit systems.…”
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Reconfigurable Manufacturing Systems: Enhancing Efficiency via Product Family Optimization by Bahtat Chaymae, El Barkany Abdellah

“…In response to the increasing complexity of modern production environments driven by heightened competition, customer demands, and sustainability goals, this work presents a focused methodology for forming product families within reconfigurable manufacturing systems (RMSs). Unlike traditional approaches, our method emphasizes the practical implementation of the Analytic Hierarchy Process (AHP) and the Average Linkage Clustering (ALC) algorithm to optimize RMS configurations. …”
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A Study on Distributed Optimization over Large-Scale Networked Systems by Hansi K. Abeynanda, G. H. J. Lanel

“…Centralized solution methods are not suitable for many application domains that consist of large number of networked systems. In general, these large-scale networked systems cooperatively find an optimal solution to a common global objective during the optimization process. …”
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Sensor Field Segmentation and Parameter Optimization for Electrical Capacitance Tomography System by ZHANG Jin-rong, WANG Li-li, YANG Bo-Tao, LIU Xiao

“…The composition of the capacitance tomography system and the mathematical model of the capacitive sensor are analyzed. …”
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Genetic Algorithm-Optimized Diode-Based Temperature Control Actuation System by Yajie Huang, Donglai Zhang, Xueli Zhu, Anshou Li, Yi Wang

“…Genetic algorithms were employed to optimize diode distributions for effective temperature regulation. …”
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Gear Whine Optimization Design of Diesel Engine Timing Gear System by Zeng Xiaochun, Zhao Zhisheng, Wang Yi, Wei Tao, Huang Xiupeng, Zheng Guangze

“…In order to decrease the timing gear whines of diesel engines, a dynamical analysis model of timing gear system is constructed, considering the influence of the elastic characteristics of the support end of the engine block. …”
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Dynamic communication topologies for distributed heuristics in energy system optimization algorithms by Stefanie Holly, Astrid Nieße

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Damage Detection of Steel Roof Systems Using Planet Optimization Algorithm by Thanh Sang-To, Van The Huy-Nguyen, Samir Khatir, The Vi-Huynh, Hoang Le-Minh, Thanh Cuong-Le

“…In this work, an inverse method for damage detection studies is developed based on Planet Optimization Algorithm (POA). To demonstrate effectiveness the POA, numerical investigations are implemented on the bivariate Michalewicz function, and 15 functions from the CEC2014 benchmark in a 30-dimensional space (including a comparison between POA and several well-known candidates). …”
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