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151.
One of the main issues facing sensory evaluation is that very few sensory professionals are competent in all the relevant disciplines. Moreover, the standard of training available is generally inadequate. Expert systems may offer a partial solution to this problem. Seven possible applications of expert systems and artificial intelligence in sensory evaluation are briefly outlined. 相似文献
152.
Java technology has seen an impressive growth in popularity since its introduction in 1995. Although ithas foremost proved its usefulness in the Internet domain, powerful marketactors are currently moving Java into the embedded systems domain. In thisarticle we identify major design issues in embedded systems, and analyze thesuitability of Java technology in such systems. We find that Java technologycan contribute to the embedded system design process on a system level byfacilitating higher run-time reliability and the technology can simplify maintenanceof the product throughout its life cycle. In addition, programmer efficiencyand productivity may be improved, especially for web based applications anddistributed embedded systems. 相似文献
153.
Clustering‐Based Resource Allocation (CBRA) is a relatively recent approach applied in some communication network technologies that executes resource allocation rules by following patterns discovered in the user and traffic flow information. It is a useful option for classifying traffic and detecting the most suitable Quality‐of‐Service parameters to perform improved resource allocation, especially in mobile systems such as Long Term Evolution Advanced, which are growing in user demand. An open issue in the CBRA approach is the necessity to perform feature engineering manually (feature selection), which may cause loss of relevant system information and consequent deterioration of performance. In this research article, we present a novel CBRA mechanism that implements an auto‐encoder to perform feature learning, thus avoiding feature selection. The auto‐encoder, deployed at the early stages of the CBRA mechanism, transforms the user and traffic flow data into a shortened representation, preventing the curse of dimensionality while capturing the nonlinear correlations of the data. The simulation results indicate better cluster formation and performance improvement for real‐time video applications using the proposed mechanism. 相似文献
154.
Anna-Maria M. R. Persson Einar L. Hinrichsen Erik Andreassen 《Polymer Engineering and Science》2020,60(7):1642-1661
The usage of thermoplastic elastomers (TPEs) is increasing, and integrated hard-soft parts can be mass produced by two-component injection molding (or sequential molding). A key property of such parts, the adhesion between the two materials, is the topic of this study. The hard part (the first molded component) in this study was polyamide-12 with 0 to 50 wt% glass fibers (PA12-GF). As the second component, two TPEs were used: a vulcanized TPE and a styrenic TPE, both modified for adhesion to polyamides. The adhesion, assessed by 90° peel tests, increased with increasing melt temperatures and TPE injection rate, while it decreased with increasing glass fiber fraction in the PA12-GF. Based on characterization of cross-sections and fiber distributions near the interface, we propose some hypotheses for the effect of fiber fraction on the fusion between PA12-GF and TPE. These hypotheses involve the near-surface properties of the PA12-GF materials, microstructure, thermo-mechanical properties, and thermal properties. A direct effect of increasing the glass fiber fraction, that is, a reduction in adhesion as more fibers are present at the interface, does not seem to be a major effect, since few fibers are in direct contact with the TPE for any fiber fraction. 相似文献
155.
Cheng Shang Zhijing Su Song He Zuwei Xu Frank Einar Kruis Haibo Zhao 《American Institute of Chemical Engineers》2023,69(9):e18123
Describing spatiotemporal evolution and characteristics of dispersed systems using the population balance equation (PBE), examples including sectional and moment methods are fraught with numerous issues. Hence, this study develops an accurate method by combining computational fluid dynamics and population balance-Monte Carlo method (CFD-PBMC) with a moderate computational cost. An efficient sub-model for particle migration was proposed to simulate the convection and diffusion processes of particulate flows. A graphics processing unit (GPU)-based parallel computation was performed to accelerate the high-dimensional CFD-PBMC. Several classical cases with analytical or benchmark solutions were simulated, and a comprehensive comparison was made using the classical weighted random walk method. Good agreements were obtained, except in the case of radial migration, the reasons for which are explained in detail. The measured speedups on the GPU showed a factor of ~450 for pure migration and ~50 for the CFD-PBMC method when compared with a standard high-performance computer. 相似文献
156.
Dae‐Sung Park Gregory J. Rees Haiyuan Wang Diana Rata Andrew J. Morris Igor V. Maznichenko Sergey Ostanin Akash Bhatnagar Chel‐Jong Choi Ragnar D. B. Jónsson Kai Kaufmann Reza Kashtiban Marc Walker Cheng‐Tien Chiang Einar B. Thorsteinsson Zhengdong Luo In‐Sung Park John V. Hanna Ingrid Mertig Kathrin Dörr Hafliði P. Gíslason Chris F. McConville 《Advanced materials (Deerfield Beach, Fla.)》2018,30(39)
A surge in interest of oxide‐based materials is testimony for their potential utility in a wide array of device applications and offers a fascinating landscape for tuning the functional properties through a variety of physical and chemical parameters. In particular, selective electronic/defect doping has been demonstrated to be vital in tailoring novel functionalities, not existing in the bulk host oxides. Here, an extraordinary interstitial doping effect is demonstrated centered around a light element, boron (B). The host matrix is a novel composite system, made from discrete bulk LaAlO3:LaBO3 compounds. The findings show a spontaneous ordering of the interstitial B cations within the host LaAlO3 lattices, and subsequent spin‐polarized charge injection into the neighboring cations. This leads to a series of remarkable cation‐dominated electrical switching and high‐temperature ferromagnetism. Hence, the induced interstitial doping serves to transform a nonmagnetic insulating bulk oxide into a ferromagnetic ionic–electronic conductor. This unique interstitial B doping effect upon its control is proposed to be as a general route for extracting/modifying multifunctional properties in bulk oxides utilized in energy and spin‐based applications. 相似文献
157.
158.
Food poisoning caused by other Bacillus species than B. cereus has been described, but the toxins involved have rarely been isolated. Endospores will survive heat treatment and will germinate and multiply in cooked foods producing toxins under appropriate conditions. We describe a small food poisoning outbreak where three people became ill after a dinner in a Chinese restaurant. Acute symptoms including dizziness, headache, chills and back pain developed during the meal, and a few hours later they got stomach cramps and diarrhoea which lasted for several days. Cooked, reheated rice was the prime suspect of the food poisoning, and from the rice large numbers of Bacillus pumilus were isolated. The isolated B. pumilus strain was found to produce a complex of lipopeptides known as pumilacidins with the highest amounts produced at 15 degrees C. This is the first report on isolation of a pumilacidin-producing B. pumilus strain from food implicated in food poisoning and characterization of the organism and the toxin complex involved. 相似文献
159.
160.
The number of applications and products containing metal nanomaterials has significantly increased over the past years. In order to address the upcoming demand for metal nanoparticles, new scale-up strategies are required. The scale-up of nanoparticle synthesis, especially for metals, is however very challenging. This study reports about a production facility with a new scale-up approach for pure metal nanoparticles. The scale-up approach is the parallelization of multiple transferred arcs in one reactor, which were previously individually optimized. Furthermore, a novel filtration and bagging system is introduced, which is designed to handle pyrophoric metal nanoparticles. It is shown that the production rate of the process scales linearly with the number of transferred arcs, while the particle size stays on the nanoscale. 相似文献