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

“…With the help of HOMER Pro Version 3.14.5 software, a model was made to evaluate the operation of three systems for one year, and the demand was predicted according to a given scenario. In addition, the optimal configuration of the components of each system was determined. …”
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A Survey on Hyperparameters Optimization of Deep Learning for Time Series Classification by Ayuningtyas Hari Fristiana, Syukron Abu Ishaq Alfarozi, Adhistya Erna Permanasari, Mahardhika Pratama, Sunu Wibirama

“…The adoption of deep learning has advanced TSC, however its performance is sensitive to hyperparameters configuration. Manual tuning of high-dimensional hyperparameters can be labor intensive, leading to a preference for automatic hyperparameters optimization (HPO) methods. …”
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Optimizing campus microgrid energy systems: Economic, environmental, and sensitivity insights by D. Suganthi, K. Jamuna

“…The system is analyzed under both grid-connected and standalone microgrid configurations using Hybrid Optimization Model for Electric Renewable, with an emphasis on techno-economic feasibility and environmental impact. …”
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Design and optimization of an off-grid power plant in the Mesopotamian Marshes of Iraq by Maher T. Alshamkhani, Hussein Togun, Ali Wadi Al-Fatlawi, A. Mudhafer, Nawras Jameel Jassim, Adnan A. Ateeq, Mohammed Mustafa Sultan Alsaad, Abdellatif M. Sadeq

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Analysis and Optimization of Dysprosium-Doped Yellow Fiber Lasers for Ophthalmology Applications by Foroogh Khozeymeh, Federica Poli, Wahida Chowdhury, Annamaria Cucinotta

“…The influence of overlap integrals, output mirror reflectivity, and active fiber length on laser performance is investigated. The optimization criteria based on the different robust configurations of laser cavities are found which predict the slope efficiencies higher than half of the Stokes limit.…”
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Optimization of the Offshore Wind Turbines Layout Using Cuckoo Search Algorithm by Ibrahim Abdulwahab, Solomon Andrew Onazi, Gideon Rimamfate, Akande Abdulwasiu, Abubakar Umar, N.A Iliyasu

“…Developing effective means of optimizing wind farm configurations is a major concern for energy communities. …”
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External Moderation of Reactor Core Neutrons for Optimized Production of Ultra-Cold Neutrons by Graham Medlin, Ekaterina Korobkina, Cole Teander, Bernard Wehring, Eduard Sharapov, Ayman I. Hawari, Paul Huffman, Albert R. Young, Grant Palmquist, Matthew Morano, Clark Hickman, Thomas Rao, Robert Golub

“…The ultra-cold neutron (UCN) source being commissioned at North Carolina State University’s PULSTAR reactor is uniquely optimized for UCN production in the former graphite-filled thermal column outside of the reactor pool. …”
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Optimizing Parameters for Hybrid Power Supply in Autonomous Solar Street Lighting Systems by Ihor Shchur, Ihor Bilyakovskyy, Mykhailo Khai

“…For the optimal configuration, costs were found to be 47% lower compared to traditional autonomous systems with distributed generation and storage of electrical energy.…”
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Coordinated Optimization of Generator Excitation System for Improving Transmission Capacity of Power System by Guanhong WANG, Ying LI, Yao YU, Biao WANG, Xiangyu TAO, Wenfeng LI, Yong TANG

“…Implementation of the optimization strategy will improve the delivery capacity of power grids for centralized power sources with high efficiency, safety and economy.…”
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Performance optimization of photovoltaic induction motor pumping system with Sliding mode control by Lehssen Mohamed Yahya Sidi, Ahmed Essadki, Hbib Mahfoudh, Cherkaoui Mohamed

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Cooperative Optimal Control Strategy for Microgrid under Grid-Connected and Islanded Modes by Xuemei Zheng, Qiuming Li, Peng Li, Danmei Ding

“…For the grid-connected mode, a voltage source inverter (VSI) based on swoop control is used to control the MG connection to the grid even if PV arrays are under partially shading conditions (PSC). …”
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Demand-Responsive Evaluation and Optimization of Fitness Facilities in Urban Park Green Spaces by Xiaohui Lv, Kangxing Li, Jiyu Cheng, Ziru Ren

“…Accurately identifying user demand provides a solid basis for optimizing the functional configuration of urban parks. (2) Methods: This study took the old city area of Zhengzhou, Henan Province, China, as a case study. …”
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Hybrid Renewable Energy Systems—A Review of Optimization Approaches and Future Challenges by Akvile Giedraityte, Sigitas Rimkevicius, Mantas Marciukaitis, Virginijus Radziukynas, Rimantas Bakas

“…Key findings highlight the growing role of advanced, multi-energy storage technologies in stabilizing HRESs and addressing the intermittency of renewable sources. Moreover, the integration of metaheuristic algorithms with machine learning has enabled dynamic adaptability and predictive optimization, paving the way for real-time energy management. …”
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Some New Locally Optimal Control Laws for Sailcraft Dynamics in Heliocentric Orbits by F. A. Abd El-Salam

“…The gravitational and solar radiation forces are considered. The effect of source of radiation pressure and the force due to coronal mass ejections and solar wind on the sailcraft configurations is modeled. …”
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Automated reinforcement learning for sequential ordering problem using hyperparameter optimization and metalearning by André Luiz Carvalho Ottoni

“…Furthermore, the new metalearning approach enables the transfer of hyperparameters between two combinatorial optimization domains: TSP (source) and SOP (target). …”
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Optimization of Vertical Axis Wind Turbine Systems to Capture Vehicle-Induced Highway Winds by Aydin Ulus, Stefan Ilie Moldovan

“…The findings suggest that vehicle-induced winds—typically an untapped energy source—can be effectively harvested using tailored turbine system designs. …”
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Optimization Study of the Line Array Layout of Slope–Pendulum Wave Energy Conversion Device by Yue Zhao, Zhanhong Wan, Ze Li, Guiyu Cao

“…An increase in the number of devices in the linear vertical array exacerbates the fluctuation of wave excitation moment and output power, indicating that there exists an optimal array configuration for maximizing the power generation efficiency. …”
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Performance Evaluation and Optimization of 3D Gaussian Splatting in Indoor Scene Generation and Rendering by Xinjian Fang, Yingdan Zhang, Hao Tan, Chao Liu, Xu Yang

“…Through a systematic quantitative analysis of various performance indicators under differing resolution conditions, threshold settings for the average magnitude of spatial position gradients, and adjustments to the scaling learning rate, the optimal parameter configuration for the 3DGS model, specifically tailored for indoor modeling scenarios, is determined. …”
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Efficiently optimized multi-fillers for rain gardens: Long-term pollution control performance by Tianyin Huang, Zhixin Wang, Yiming Nie, Hanhan Liu, Peirong Li, Jingjing Yang, Bingdang Wu

“…To address this issue, this study employs the Analytic Hierarchy Process (AHP) to systematically evaluate 11 types of fillers, including 5 natural materials, 3 industrial wastes, and 3 artificial materials, aiming to optimize filler configurations and enhance the pollutant removal efficiency of rain gardens. …”
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Enhancing Port Energy Autonomy Through Hybrid Renewables and Optimized Energy Storage Management by Dimitrios Cholidis, Nikolaos Sifakis, Nikolaos Savvakis, George Tsinarakis, Avraam Kartalidis, George Arampatzis

“…The findings show that the HRES configuration provides better cost, sustainability, and resiliency than the conventional grid-tied system. …”
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