Application of the NSGA-II Algorithm and Kriging Model to Optimise the Process Parameters for the Improvement of the Quality of Fresnel Lenses. [PDF]
Polymers (Basel), 2023 Chang H, Sun Y, Wang R, Lu S.
europepmc +1 more source
Optimal design of clamping mechanism for AUV underwater docking device based on Kriging model
, 2017 In this paper, the clamping mechanism of AUV underwater docking device is optimized. The four parameters of the clamping mechanism are designed by orthogonal test. The finite element software ANSYS is used to solve the mass and equivalent stress. And the
Gu HT(谷海涛) +9 more
core +1 more source
Strategies for balancing exploration and exploitation in electromagnetic optimisation [PDF]
, 2012 The paper focuses on the advantages and drawbacks of different strategies which may be used to assist kriging surrogate modelling with the purpose of selecting multiple design vectors for evaluation when stepping forward in optimisation routines.
Rotaru, M. +3 more
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Agricultural and Forest Entomology, EarlyView.Ethanol‐baited traps were placed in cultivated chestnut orchards (a) and mixed environments with assorted tree composition (b), over a 2‐year monitoring period in two valleys (NW Italy). A total of 118,286 ambrosia beetles was collected, representing six species.
Eleonora Vittoria Fontana +1 more
wiley +1 more source
Approach for the structural reliability analysis by the modified sensitivity model based on response surface function - Kriging model. [PDF]
Heliyon, 2022 Zhu L, Qiu J, Chen M, Jia M.
europepmc +1 more source
Aggregation of ecological indicators for mapping aquatic nature quality : overview of existing methods and case studies [PDF]
, 2010 Indicators for aquatic nature quality are calculated using ecological monitoring data from individual sampling stations. For reporting purposes, these results need to be aggregated and scaled up to higher levels (catchment area, country).
Oosten-Siedlecka, A.M., van +3 more
core
Artificial Organs, EarlyView.This study utilized an extensive optimization involving n = 540 design of experiments to produce a superior drainage cannula design. Compared to the clinically used Maquet model, our optimized design demonstrated reduced blood stagnation volumes, increased cannula tip velocities, and higher upper body drainage, potentially minimizing risk of thrombosis
Avishka Wickramarachchi +3 more
wiley +1 more source
Feasibility of Applying Kriging for Earthquake Ground Motion Intensity Measures in South Korea
Applied SciencesEstimating ground motion parameters at an unsampled site is challenging for seismologists and engineers alike. An attempt is made to apply Kriging interpolation to estimate peak ground accelerations at specific nuclear power plant sites.
Eric Yee, Jung-ho Kim
doaj +1 more source
IEEE Access, 2019 In order to solve the problems in fatigue reliability analysis of mechanical components, a new learning function based on the Kriging model is proposed.
Xiaodong Chai +4 more
doaj +1 more source
Design and optimization of wall-climbing robot impeller by genetic algorithm based on computational fluid dynamics and kriging model. [PDF]
Sci Rep, 2022 Fang Y +5 more
europepmc +1 more source