Article
Computer Science, Interdisciplinary Applications
Peter Risby Andersen, Vicente Cutanda Henriquez, Niels Aage, Junghwan Kook
Summary: This paper presents a method of shape optimization for loudspeakers, utilizing multi-frequency optimization strategies to improve design performance through testing, averaging, and weighting of multi-frequency cost functions or using a minimax formulation.
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
(2022)
Article
Engineering, Aerospace
Zizhao Yuan, Zhong Li, Shuyue Wang, Hao Zhang, Gang Sun, Yan Yan, Bo Huang
Summary: This paper proposes a design refinement method for nacelle cowl drag reduction by adding a circular curve passing through the locations of maximum thickness in given streamwise profiles. Through the combination of computer aided design, Latin hypercube sampling, computational fluid dynamics simulation, and kriging surrogate model, the optimization results show that the aerodynamic performance of the nacelle cowl was significantly improved with a 28.50% reduction in drag coefficient using only three angular variables, validating the feasibility of the proposed approach.
JOURNAL OF AEROSPACE ENGINEERING
(2023)
Article
Mechanics
Yicong Zhou, Qiyin Lin, Jun Hong, Nan Yang
Summary: This study investigates the combination of interface shape and material stiffness to improve the uniformity of contact stress distribution. A combined optimization method based on evolutionary techniques is developed to adjust the gap distance and Young's modulus for shape and material stiffness optimization respectively. The results demonstrate the effectiveness of the combined interface shape and material stiffness design in improving the uniformity of contact stress.
MECHANICS BASED DESIGN OF STRUCTURES AND MACHINES
(2023)
Article
Biochemistry & Molecular Biology
Monica Fabiola Briones-Baez, Luciano Aguilera-Vazquez, Nelson Rangel-Valdez, Ana Lidia Martinez-Salazar, Cristal Zuniga
Summary: Metabolic models of microalgae are important for studying changes in their metabolism and physiological stages. A multi-objective optimization strategy based on an evolutionary algorithm is proposed in this study, which provides a broader approximation of the Pareto frontier for metabolic engineering decision-making.
Article
Energy & Fuels
Hourui Ren, Bin Liu, Zirui Zhang, Fuxin Li, Ke Pan, Zhongli Zhou, Xiaoshuang Xu
Summary: This paper proposes a water-energy-food-carbon nexus system optimization model to formulate a scientific and rational water and land resource allocation strategy for sustainable agricultural development. The research results show that the model can maximize resource utilization efficiency and effectively measure the impact of regional agricultural production on the environment.
Article
Biochemical Research Methods
Derek Sanchez, Garrett Hawkins, Hunter S. Hinnen, Alison Day, Adam T. Woolley, Gregory P. Nordin, Troy Munro
Summary: Precise temperature control is crucial in many microfluidic processes. Traditional internally-contained heaters have limitations, but advances in 3D printing have enabled the creation of new three-dimensional heater geometries that offer improved temperature control.
Article
Nanoscience & Nanotechnology
Zhibiao Li, Huan Wang, Ke Wu, Bin Xu
Summary: A microheater with a small temperature coefficient of resistance (TCR) at liquid hydrogen temperature was designed and fabricated using microfabrication technology. The NiCr heater annealed in N-2 at 250 degrees C achieved the lowest TCR. The crystal structures of the NiCr film annealed in nitrogen were examined using SEM and XRD, showing improved crystallization with higher annealing temperatures. The failure mechanism of the microheater was studied, identifying the central area of the heating film and the joint with the electrode as the most vulnerable.
Article
Materials Science, Multidisciplinary
Qingping Ma, Lei Zhang, Michael Yu Wang
Summary: Shell lattices composed of smooth, non-intersecting, and periodic thin shells are optimized to achieve uniform thickness and superior elastic moduli. A B-spline parameterized Monge patch model is used to represent the mid-surface, and two groups of elastically isotropic shell lattices are obtained. The optimization includes modulus maximization, resulting in improved stiffness for the optimized lattices.
MATERIALS & DESIGN
(2022)
Article
Computer Science, Artificial Intelligence
Tahir Sag, Humar Kahramanli Ornek
Summary: This paper introduces a novel classification rule mining model called CRM-PM, based on Pareto-based Multiobjective Optimization. The proposed approach tackles the challenging task of rule extraction in data mining by treating it as a multi-objective optimization problem. Experimental results show that the presented method has promising capability for classification, achieving comparable or superior results.
APPLIED SOFT COMPUTING
(2022)
Article
Chemistry, Physical
S. Mawet, H. Caps, S. Dorbolo, F. Elias
Summary: The deformation of hemispherical sessile bubbles made of ferrofluid soap under vertical uniform magnetic fields was studied. The meniscus was found to bear most of the deformation, reshaping into a cylinder, with the remainder of the bubble forming a spherical cap. A simple model was used to rationalize the growth of the meniscus height, showing that the meniscus shape depends on the competition between capillary, gravity and magnetic effects.
Article
Automation & Control Systems
Michael Hinz, Anna Rozanova-Pierrat, Alexander Teplyaev
Summary: In this paper, we introduce new parametrized classes of shape admissible domains in R-n and prove their compactness in various senses. These domains are bounded (epsilon, infinity)-domains with possibly fractal boundaries, and we demonstrate the existence of optimal shapes for maximum energy dissipation in this framework. Additionally, we establish stability and convergence results for certain classes of domains and energy functionals.
SIAM JOURNAL ON CONTROL AND OPTIMIZATION
(2021)
Article
Construction & Building Technology
Guojin Tan, Qingwen Kong, Xin He, Hanbing Liu, Hua Wang
Summary: The effect of temperature on structural modal characteristics is important in structural health monitoring and evaluation. This study conducts a free vibration analysis of a rigid-frame bridge considering the temperature effect. The bridge is divided into members and further segmented to develop the vibration equations. The dynamic stiffness matrices of each member are then constructed and assembled to obtain the characteristic equation of the bridge. The method is verified through experimental and numerical calculations, showing the influence of temperature on the modal characteristics.
ADVANCES IN STRUCTURAL ENGINEERING
(2023)
Article
Computer Science, Software Engineering
Chrystiano Araujo, Nicholas Vining, Enrique Rosales, Giorgio Gori, Alla Sheffer
Summary: Vector clip-art images are often reshaped or rescaled by users, but existing methods do not preserve the global and local structures of the images well. This paper proposes a targeted vector clip-art reshaping method that aims to preserve these structures. The desired output network is computed by solving a constrained variational optimization problem, and the method is validated through perceptual studies.
ACM TRANSACTIONS ON GRAPHICS
(2022)
Article
Materials Science, Multidisciplinary
Chong Li, Zhi-Ke Peng, Qingbo He
Summary: This paper reports a stimuli-responsive elastic metamaterial with shape-morphing resonators, which achieves information-driven elastodynamics programming. The designed metamaterials exhibit a mechanical implementation of read-write operations, enabling proprioception of stimulation information and capabilities of information interaction, perceptual coding, and physical encryption.
Article
Computer Science, Artificial Intelligence
Yi Han, Pengfei Pan, Hexin Lv, Guoyong Dai
Summary: In Northern China, the importance of centralized heating systems in ensuring the public's livelihood is increasing due to the harsh winter conditions. These systems consist of combined heat and power plants and district heating networks, providing heat to various facilities and residential complexes. To meet China's commitment to reducing carbon dioxide emissions and non-renewable resource consumption, optimizing the hot water supply volume and valve angles becomes crucial. A multi-objective mathematical model is developed, and the HA-PBO-CRO algorithm is proposed for optimizing the valve angles in heat exchange stations. The comparative results show that HA-PBO-CRO outperforms NSGAII and provides valuable decision support for energy consumption reduction in CHP plants.
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS
(2022)