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Synergistic optimization of mechanical strength and vegetative growth in ecological slope restoration materials through mix ratio design
Published 2025-07-01“…Using orthogonal and secondary optimization tests, we systematically resolved the conflicting effects of cement, CER, microsilica powder, rice husk, and farmyard manure on vegetative characteristics (germination rate, plant height) and physicochemical properties (compressive strength, pH, porosity). …”
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2903
Strategic slot-pole optimization in electromagnetic coupling with random forest regressor model inspired by response surface methodology
Published 2025-09-01“…This research introduces a novel approach for optimizing electromagnetic torque conversion in automotive powertrains by systematically evaluating pole-slot combinations and winding layouts. …”
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2904
Intelligent Energy-Efficient Train Trajectory Optimization Approach Based on Supervised Reinforcement Learning for Urban Rail Transits
Published 2023-01-01“…First, multiple objectives are formulated based on real-time train operation and systematically integrated into the RL algorithm by a binary function-based goal-directed reward design method. …”
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Street View-Enabled Explainable Machine Learning for Spatial Optimization of Non-Motorized Transportation-Oriented Urban Design
Published 2025-06-01“…To advance evidence-based urban design prioritizing non-motorized mobility, this study proposes a street view-enabled explainable machine learning framework that systematically links built environment semantics to non-motorized transportation vitality optimization. …”
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2907
Two-Stage Robust Optimization Model for Flexible Response of Micro-Energy Grid Clusters to Host Utility Grid
Published 2025-06-01“…While individual MEGs demonstrate limited capability in responding to upper-grid demands using surplus energy after fulfilling local supply/demand balance, coordinated cluster operation significantly enhances system-wide flexibility. This paper proposes a two-stage robust optimization model that systematically addresses both the synergistic complementarity of multi-MEG systems and renewable energy uncertainty. …”
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2908
Improving mechanical properties of maraging steel by optimizing laser power in hybrid laser-arc directed energy deposition
Published 2025-05-01“…Owing to its exceptional mechanical properties, Co-free maraging steel is extensively used in the aeronautic, shipbuilding, and military fields. Introducing a laser as a preheating source in the Arc-based Directed Energy Deposition (DED-Arc) for the self-developed, low-cost, Co-free maraging steel welding wire, utilizing the synergistic effect between the laser and the arc, to explore its potential in optimizing material properties. …”
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2909
Optimization of combined subcritical water and CO2 extraction for enhanced phenolics and antioxidant activity from coffee byproducts
Published 2025-03-01“…Using Design Expert V.13 and Central Composite Design (CCD), key parameters including extraction time (30–60 min), temperature (180–220 °C), and solid-to-water ratio (0.024–0.027 g/mL) were systematically analyzed. The optimal conditions for SCG were determined to be 198 °C, 0.027 g/mL solid-to-water ratio, and 60 min, yielding a TPC of 217.26 mg GAE/g DW and a DPPH value of 23.28 µMol TE/g DW. …”
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Design and optimization of BNi-2+CoCrNi composite interlayer for GH5188 superalloy TLP bonding
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2912
Optimization of the synthesis conditions of zeolite adsorbents derived from coal fly ash and study on their adsorption performance on benzene
Published 2024-12-01“…Under the optimized conditions of a Si/Al molar ratio of the precursor set at 1.5, a reaction time of 16 h, a reaction temperature of 70 ℃, and a liquid/solid ratio of 8 mL/g in hydrothermal reaction, the relative mass fraction of type X zeolite in the synthesized product was 96.3%, the specific surface area was 489.9 m2/g, and the pore volume was 0.28 cm3/g. …”
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Design Optimization of Feedforward Equalization for Mobile Fronthaul Based on Delta-Sigma Modulation With High-Order QAM Signals
Published 2024-01-01“…The performance of both 1-bit and 2-bit quantization systems employing the proposed FFE scheme with different tap lengths and step sizes has been systematically investigated. Our results show that, under the minimum computational complexity, the maximum transmission capacity can reach 8.98 Gbps when using the FFE scheme with 11 taps and step size of 3 × 10<sup>-5</sup> or 3.5 × 10<sup>-5</sup> and the average error vector magnitude (EVM) can be minimized to a level less than 0.032 with 19 taps and step size of 4 × 10<sup>-5</sup> or 4.5 × 10<sup>-5</sup> for 1-bit quantization system while for 2-bit quantization system, the maximum transmission capacity of 11.4 Gbps can be obtained when employing the FFE scheme with 19 taps and step size of 3.5 × 10<sup>-5</sup> and the minimal average EVM less than 0.01 can be achieved with 19 taps and step size of 4 × 10<sup>-5</sup>. …”
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2915
Multiclass Fault Diagnosis in Power Transformers Using Dissolved Gas Analysis and Grid Search-Optimized Machine Learning
Published 2025-07-01“…Access to over 80 years of operational data provides a rare and invaluable perspective on the long-term performance and degradation of power equipment. …”
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2916
Optimal mix ratio and numerical simulation study of concrete modified by nano-silica synergistically reinforced with basalt fibers
Published 2025-09-01“…An orthogonal experimental design was employed to systematically investigate the effects of BF length, BF content, and NS content on the strength and toughness of concrete, in order to determine the optimal mix proportion. …”
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Study on the mechanism of direct wet mineralization of fly ash for CO2 storage and optimization of key influencing factors
Published 2025-07-01“…Additives including Na2CO3, NaCl, NaOH, and NaHCO3 (at a concentration of 0.5 mol/L) were introduced, and a single-factor experiment was conducted to screen for the optimal formulation. …”
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2918
Reinventing Effective Grounding Systems via Optimal Soil Composition, Thickness, and Replacement Parameters Under Fault Conditions
Published 2025-01-01“…This gap necessitated the proposed research, which systematically investigates soil replacement strategies as a practical and scalable solution to enhance grounding system efficiency under realistic conditions. …”
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2919
IMPROVEMENT OF RADIATION SAFETY STANDARDS. PART 1. APPROPRIATENNES OF THE LIMITAION OF THE MEDICAL EXPOSURE OF HEALTHY INDIVIDUALS
Published 2018-10-01“…The study included the analysis of the existing Russian legislative documents regulating the medical exposure related to the employment-related, legal and screening purposes; evaluation of the imaging modalities commonly used for these purposes and conservative estimation of the effective doses per employment-related medical examination or a periodic health assessment. The results of the study indicate that a limit of 1 mSv per year is systematically exceeded for the healthy individuals undergoing X-ray examinations related to the employment-related, legal or screening purposes. …”
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Evaluation and Projection of Precipitation and Precipitation Extremes in the Source Region of the Yangtze and Yellow Rivers Based on CMIP6 Model Optimization and Statistical Downsc...
Published 2025-06-01“…ABSTRACT This study evaluated the performance of a high‐resolution statistical downscaling (HSD) approach integrating optimal global climate models (GCMs) and quantile delta mapping (QDM) for the source region of the Yangtze and Yellow rivers, and then projected regional precipitation extremes. …”
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