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Showing records 36170 to 36194 of 43292. [First] Page: 1 1444 1445 1446 1447 1448 1449 1450 1451 1452 Last
Experimental Study on Deformation and Strength Characteristics of Interbedded Sandstone with Different Interlayer Thickness under Uniaxial and Triaxial Compression
Huigui Li, Jun Wang, Huamin Li, Shengjie Wei, Xiaolong Li
February 21, 2023 (v1)
Keywords: conventional triaxial compression, failure characteristics, interlayer, sandstone, strength criterion
In order to study the effect of interlayer thickness on the deformation and strength characteristics of interbedded sandstone under load, uniaxial compression and conventional triaxial compression tests were carried out on four interbedded medium-grained sandstone samples with different interlayer thickness, accounting for different proportions of the total height of the sample (5%, 10%, 15%, and 20%). The samples were from the Shendong Mining Area and investigated using an RMT-150C rock mechanics test system. Then the stress−strain curve characteristics, strength characteristics, and failure characteristics of the interbedded medium-grained sandstone with different interlayer thickness were analyzed, and the applicability of Mohr−Coulomb strength criterion and Rocker criterion to interbedded medium-grained sandstone with different interlayer thickness was evaluated. The research results show that, as the thickness of the interlayer gradually increases, the uniaxial compressive strengt... [more]
An Extended Tissue-like P System Based on Membrane Systems and Quantum-Behaved Particle Swarm Optimization for Image Segmentation
Lin Wang, Xiyu Liu, Jianhua Qu, Yuzhen Zhao, Zhenni Jiang, Ning Wang
February 21, 2023 (v1)
Subject: Optimization
Keywords: evolution and communication rules, image segmentation, promoter and inhibitor, quantum-behaved particle swarm optimization, tissue-like P systems
An extended membrane system using a tissue-like P system with evolutional symport/antiport rules and a promoter/inhibitor, which is based on the evolutionary mechanism of quantum-behaved particle swarm optimization (QPSO) and improved QPSO, named CQPSO-ETP, is designed and developed in this paper. The purpose of CQPSO-ETP is to enhance the optimization performance of statistical network structure-based membrane-inspired evolutionary algorithms (SNS-based MIEAs) and the QPSO technique. In CQPSO-ETP, evolution rules with a promoter based on a standard QPSO mechanism are introduced to evolve objects, and evolution rules with an inhibitor based on an improved QPSO mechanism using self-adaptive selection, and cooperative evolutionary and logistic chaotic mapping methods, are adopted to avoid prematurity. The communication rules with a promoter/inhibitor for objects are introduced to achieve the exchange and sharing of information between different membranes. Under the control of the evoluti... [more]
Interaction between Coal and Biomass during Co-Gasification: A Perspective Based on the Separation of Blended Char
Xiaoming Li, Jingxia He, Mengjie Liu, Jin Bai, Zongqing Bai, Wen Li
February 21, 2023 (v1)
Keywords: Biomass, catalytic activity, co-pyrolysis, gasification reactivity, separate
Co-gasification of coal and biomass is an important way to reduce the consumption of fossil fuels and achieve the efficient utilization of biomass resources. Two kinds of biomass containing corn straw (CS) and poplar sawdust (PS) were blended with different coal. Then, the coal char was separated from the blended char after co-pyrolysis based on the difference in particle size. The structural properties, including alkali and alkaline earth metals (AAEMs), microcrystalline structures, and molecular structures of the char samples were analyzed. Gasification reactivity of the char was determined by thermogravimetric analyzer (TGA). Results indicated that K and Mg contents in biomass evaporated easily and deposited on coal char, resulting in the increase in those in coal char during co-pyrolysis, and then the AAEMs contents in coal char were determined by the AAEM species and contents in biomass. Meanwhile, the inhibition effect on the graphitization degree of coal char increased with incr... [more]
Impact of Cross-Flow and Membrane Plate Filtrations under Winery-Scale Conditions on Phenolic Composition, Chromatic Characteristics and Sensory Profile of Different Red Wines
Mariana Rosária, Miguel Oliveira, Ana C. Correia, António M. Jordão
February 21, 2023 (v1)
Subject: Biosystems
Keywords: chromatic characteristics, cross-flow microfiltration, membrane plate filtration, phenolic composition, red wines, sensory profile
Cross-flow microfiltration and membrane plate filtration are the main filtration processes used in wineries. However, the inherent compositional variability of red wines could affect the impact of these two filtration techniques on the final wine quality. Thus, this work aims to study, under winery-scale conditions, the impact of these two filtration processes on the turbidity level, phenolic composition, chromatic characteristics and sensory profile of red wine. For this purpose, three different Portuguese red wines with different initial phenolic contents were used. In this context, several methodologies were used to quantify the total phenolic composition, chromatic characteristics, individual anthocyanins and proanthocyanidins before and after filtration. The sensory profiles of the different red wines were also considered. The results indicated that each filtration process produced a substantial reduction in turbidity values and, consequently, an increase in wine clarification. In... [more]
The Application of Response Surface Methodology for 2,4,6-Trichlorophenol Removal from Aqueous Solution Using Synthesized Zn2+-Al3+-Tartrate Layered Double Hydroxides
Ting Su, Wenwen Gao, Yanli Gao, Xiangrong Ma, Liguo Gao, Yonghui Song
February 21, 2023 (v1)
Subject: Materials
Keywords: homogeneous precipitation method, layered double hydroxides (LDHs) adsorbent, removal rate of 2,4,6-trichlorophenol, response surface methodology (RSM)
Trichlorophenols are on the US environmental protection agency’s list of priority pollutants due to their serious damage to water safety. With the aim of adsorbing the 2,4,6-trichlorophenol (2,4,6-TCP), Zn2+-Al3+-tartrate layered double hydroxides (Zn2+-Al3+-C4H4O62−-LDHs) adsorbent was synthesized via homogeneous precipitation method. X-ray powder diffraction (XRD), Fourier infrared spectroscopy (FT-IR), scanning electron microscopy (SEM) and energy dispersive spectrometry (EDS) were used to characterize Zn2+-Al3+-C4H4O62−-LDHs. The concentration of 2,4,6-TCP was determined using gas chromatography−mass spectrometry (GC-MS). Zn2+-Al3+-C4H4O62−-LDHs exhibited a good adsorption performance of 2,4,6-trichlorophenol, since a bigger layer spacing of Zn2+-Al3+-C4H4O62−-LDHs was obtained than that in Zn2+-Al3+-CO32−-LDHs. Adsorption parameters of adsorption temperature, contact time, adsorbent dosage, and solution pH were investigated, the initial concentration of 2,4,6-TCP was 2.0 g/L. Resp... [more]
Impact of Hydrolysis, Acetylation or Succinylation on Functional Properties of Plant-Based Proteins: Patents, Regulations, and Future Trends
Georgina L. Heredia-Leza, Luz María Martínez, Cristina Chuck-Hernandez
February 21, 2023 (v1)
Subject: Biosystems
Keywords: acetylation, chemical modification, enzymatic hydrolysis, plant-based proteins, succinylation
Nowadays, plant-based proteins are gaining momentum due to their wide availability, good amino acid content, and their market appeal. Unfortunately, these molecules usually have low water solubility, affecting other functional characteristics, such as foaming and emulsification, opening technological opportunities for research. Some plant-based protein applications rely on adjustments to final formulations and changing these chemical structures to produce new protein ingredients is also a path widely used in recent research. These modifications can be classified as physical or chemical, the latter being the most popular, and hydrolysis is one of the more widely reported modifications. This review explores the application of chemical modifications to plant-based proteins to improve techno-functional properties, when applied as part of food formulations. In addition, acetylation and succinylation, as the second and third most used processes, are discussed, including a deep analysis of th... [more]
Simulation Study of Rice Cleaning Based on DEM-CFD Coupling Method
Lei Zhao, Liangyu Chen, Fei Yuan, Lei Wang
February 21, 2023 (v1)
Keywords: cleaning, DEM-CFD coupling, entrainment loss rate, impurity rate, rice
In mechanized rice harvesting, the performance of the cleaning device is one of the important factors that affect the overall efficiency of the combine-harvester. To study the influence of different parameters on the cleaning efficiency, the influence of airflow velocity and the inclination angle on the cleaning effect was analyzed. Both simulation and experimental results prove that the increase of airflow velocity and the inclination angle will reduce the impurity rate of rice and increase the entrainment loss rate. The addition of a vibrating sieve to the device reduces the trash rate of rice, but the entrained loss rate increases accordingly. After tilting the sieve surface by 10°, a reduction in both the impurity rate and the entrainment loss rate of rice was found in combination with the force analysis of the particles on the sieve surface. The effect of the device structure on the internal flow field distribution was analyzed by comparing the eddy viscosity and velocity flow lin... [more]
The Association of Tanacetum parthenium and Salix alba Extracts Reduces Cortex Serotonin Turnover, in an Ex Vivo Experimental Model of Migraine
Simonetta Cristina Di Simone, Alessandra Acquaviva, Maria Loreta Libero, Annalisa Chiavaroli, Lucia Recinella, Sheila Leone, Luigi Brunetti, Matteo Politi, Claudia Giannone, Claudia Campana, Giustino Orlando, Gokhan Zengin, Massimo Tacchini, Luigi Menghini, Claudio Ferrante
February 21, 2023 (v1)
Keywords: cortical spreading depression, migraine, oxidative stress, phenolic compounds, Salix alba, serotonin, Tanacetum parthenium
The mixture of water extracts from Tanacetum parthenium and Salix alba was studied in an ex vivo assessment of neurotoxicity constituted by isolated mouse cortex specimens challenged with K+ 60 mM Krebs−Ringer buffer (neurotoxicity stimulus). The effects of the mixture on lactate dehydrogenase (LDH), nitrite and serotonin levels were investigated. The phytochemical profile of the mixture was also evaluated. A docking approach was conducted to predict, albeit partially, the putative mechanism underlying the observed effects. The extracts displayed a good profile of polyphenolic compounds (22 chromatographic peaks detected), with caftaric acid and epicatechin being the prominent phenols. In isolated cortex, the association of T. parthenium and S. alba extracts was effective in reducing the K+ 60 mM-induced levels of LDH and nitrites, whereas the neurotoxicity stimulus-induced serotonin depletion was prevented by the treatment. Regarding the inhibition of serotonin catabolism, epicatechin... [more]
Influence of Nano-Silica/Chitosan Film Coating on the Quality of ‘Tommy Atkins’ Mango
Hazem S. Kassem, Mohamed E. Tarabih, Hamed Ismail, Eman E. Eleryan
February 21, 2023 (v1)
Subject: Materials
Keywords: ‘Tommy Atkins’ mango, chitosan, edible coating, Mangifera indica L., nano-silicon dioxide, nanoparticles, postharvest, shelf life
In this study, we assessed the coating of ‘Tommy Atkins’ mangoes with films containing chitosan and nano-silicon dioxide in terms of the effects on fruit parameters as an indicator of quality. After coating, the fruits were first stored at 13 ± 1 °C and 90−95% RH for 30 days, and then at 20 ± 2 °C and 70−75% RH for 5 days, which corresponds to the marketing period. The results showed that coating treatments significantly decreased the fruits’ weight loss and decay percentage compared to the uncoated control samples over the storage period. Additionally, all coated treatments delayed skin degreening, reduced endogenous ethylene production, suppressed respiration rate, and maintained the firmness, compared to untreated control fruit. Titratable acidity and vitamin C significantly decreased in all samples during storage, but this decrease was less pronounced in the coated fruits. Furthermore, coating can delay the increments in total soluble solids and total sugars while maintaining total... [more]
Evaluation of the Removal of Organic Matter and Nutrients in the Co-Treatment of Fruit and Vegetable Waste Using a Bioreactor-Constructed Wetlands System
Francisco Orduña-Gaytán, Norma A. Vallejo-Cantú, Andrea Alvarado-Vallejo, Erik Samuel Rosas-Mendoza, Luis Carlos Sandoval-Herazo, Alejandro Alvarado-Lassman
February 21, 2023 (v1)
Keywords: anaerobic digestion, bioreactor, co-treatment, constructed wetland, fruit and vegetable waste, ornamental plants
This article presents the application of a novel system for the treatment of fruit and vegetable waste (FVW) using the combination of treatment by the application of the liquid fraction to an anaerobic hydrolytic bioreactor and a constructed wetland. The batch-fed anaerobic bioreactor (AB) had an average organic loading rate of 44 g COD/L-d and a hydraulic residence time (HRT) of 24 h for the degradation of the liquid fraction of the FVW with an average COD removal of 55%. Subsequently, the constructed wetlands (CWs) were fed a subsurface vertical flow of the effluent from the AB by stepwise concentration increments from 1 to 12 g COD/L and a HRT = 72 h until the limit conditions of the operation were identified. For the tropical ornamental species of the CWs in red volcanic gravel (RVG) and RVG + polyethylene (PE) supports, the monoculture of Hippeastrum rutilum and Spathiphyllum wallisii presented removals of COD, Tot-P, and TKN of 90%, 80%, and 85%, respectively. The polycultures wi... [more]
Effectiveness of Ozonated Water for Preserving Quality and Extending Storability of Star Ruby Grapefruit
Hazem S. Kassem, Mohamed E. Tarabih, Hamed Ismail, Eman E. Eleryan
February 21, 2023 (v1)
Keywords: cold storage, ozone, Star Ruby grapefruits, storability
The aim of this study was to explore the impact of aqueous ozone technology on maintaining grapefruit flavor and freshness by minimizing the occurrence of postharvest deterioration. During the 2018 and 2019 seasons, Star Ruby grapefruit fruits were treated with 0.3 and 0.6 ppm aqueous ozone for 5 and 10 min after harvest at water temperatures of 5 °C and 15 °C, respectively. The fruits were stored for 40 days at 8 ± 1 °C with 85−90% relative humidity. The results revealed that all the ozonated water treatments reduced physiological weight loss, disease infection, and decay, as well as providing long-term protection to the fruits throughout storage. The best treatment for preserving the postharvest quality was 0.6 ppm ozonated water at 5 °C for 5 min, which successfully delayed ripening while concurrently preserving the TSS/acid ratios, total phenolics, and antioxidant activity. Overall, aqueous ozone treatment is a promising example of a treatment that is beginning to be utilized on a... [more]
A Real-Time Configuration Approach for an Observer-Based Residual Generator of Fault Detection Systems
Hao Zhao, Hao Luo, Tianyu Liu
February 21, 2023 (v1)
Keywords: Fault Detection, gradient optimization, observer-based residual generator, real-time configuration
This paper is concerned with the real-time configuration of fault detection systems by exploiting an gradient optimization scheme. It is known that industrial processes may often encounter some uncertainties or changes of operating points and environment, which would lead to an unsatisfactory fault detection result. To handle this problem, a real-time (or online) configuration strategy is introduced, which plays an important role in ensuring the efficiency of the fault detection method without a high industrial cost. In this paper, a gradient-based iterative optimization scheme is taken into account for the real-time configuration implementation. By utilizing the gradient-based iterative algorithm to minimize the K-gap between the residual generator and the current system, the parameters of the residual generator can be configured from the online input/output data. Based on this, real-time configuration of the residual generator parameters is achieved and, correspondingly, the fault de... [more]
Gas Dispersion in Non-Newtonian Fluids with Mechanically Agitated Systems: A Review
Paloma Lins Barros, Farhad Ein-Mozaffari, Ali Lohi
February 21, 2023 (v1)
Keywords: gas dispersion, gas holdup, mass transfer coefficient, Mixing, non-Newtonian fluids
Gas dispersion in non-Newtonian fluids is encountered in a broad range of chemical, biochemical, and food industries. Mechanically agitated vessels are commonly employed in these processes because they promote high degree of contact between the phases. However, mixing non-Newtonian fluids is a challenging task that requires comprehensive knowledge of the mixing flow to accurately design stirred vessels. Therefore, this review presents the developments accomplished by researchers in this field. The present work describes mixing and mass transfer variables, namely volumetric mass transfer coefficient, power consumption, gas holdup, bubble diameter, and cavern size. It presents empirical correlations for the mixing variables and discusses the effects of operating and design parameters on the mixing and mass transfer process. Furthermore, this paper demonstrates the advantages of employing computational fluid dynamics tools to shed light on the hydrodynamics of this complex flow. The liter... [more]
LRP-Based Design of Sustainable Recycling Network for Electric Vehicle Batteries
Xiaping Hu, Wei Yan, Xumei Zhang, Zhaohui Feng, Yan Wang, Baosheng Ying, Hua Zhang
February 21, 2023 (v1)
Keywords: carbon emission, electric vehicle battery, greedy algorithm, recycling network design, vehicle routing problem
Driven by energy shortages and climate concerns, the electric vehicles are popular around the world with their energy-saving and environmentally friendly advantages. As electric vehicle batteries (EVBs) mainly use lithium batteries, and the batteries’ performance decreases with the increase of charging times, a large number of batteries are entering the end-of-life (EoL) stage. Recycling and reuse of EVBs are effective ways to reduce environmental pollution and promote resources utilization and is now a top priority. Building a recycling network is the foundation of battery recycling. However, there are few studies on battery recycling networks and the construction of recycling networks is expensive, which impedes the sustainable development of electric vehicles. Based on this, recycling network design is critical for EVB recycling. This paper first analyzes three strategies to deal with used batteries: remanufacturing, reuse, and recycling materials. Secondly, an EVB recycling network... [more]
Cobalt-Activated Transfer-Free Synthesis of the Graphene on Si(100) by Anode Layer Ion Source
Greta Bener, Vitoldas Kopustinskas, Asta Guobienė, Andrius Vasiliauskas, Mindaugas Andrulevičius, Šarūnas Meškinis
February 21, 2023 (v1)
Keywords: AFM, anode layer ion source, cobalt activated growth, direct synthesis on Si(100), graphene, ion beam deposition, Raman spectra, SEM, XPS
In this research, the graphene was grown directly on the Si(100) surface at 600 °C temperature using an anode layer ion source. The sacrificial catalytic cobalt interlayer assisted hydrocarbon ion beam synthesis was applied. Overall, two synthesis process modifications with a single-step graphene growth at elevated temperature and two-step synthesis, including graphite-like carbon growth on a catalytic Co film and subsequent annealing at elevated temperature, were applied. The growth of the graphene was confirmed by Raman scattering spectroscopy and X-ray photoelectron spectroscopy. The atomic force microscopy and scanning electron microscopy were used to study samples’ surface morphology. The temperature, hydrocarbon ion beam energy, and catalytic Co film thickness effects on the structure and thickness of the graphene were investigated. The graphene growth on Si(100) by two-step synthesis was beneficial due to the continuous and homogeneous graphene film formation. The observed resul... [more]
Integral Resonant Controller to Suppress the Nonlinear Oscillations of a Two-Degree-of-Freedom Rotor Active Magnetic Bearing System
Nasser A. Saeed, Mohamed S. Mohamed, Sayed K. Elagan, Jan Awrejcewicz
February 21, 2023 (v1)
Keywords: forward and backward whirling motion, frequency spectrum, integral resonant controller, monostable, bi-stable, and tri-stable solutions, poincaré-map, quasiperiodic solution, stability
Within this article, the nonlinear vibration control of the rotor active magnetic bearings system is tackled utilizing the integral resonant controller for the first time. Two integral resonant controllers are proposed to mitigate the system lateral oscillations in the horizontal and vertical directions. Based on the suggested control technique, the whole system dynamical model is derived as a two-degree-of-freedom nonlinear system (i.e., rotor system) coupled linearly to two first-order filters (i.e., the integral resonant controllers). The nonlinear autonomous system that governs the oscillation amplitudes of the controlled system as a function of the control parameters is extracted by applying perturbation analysis. The obtained autonomous system showed that the linear damping coefficients of the rotor system are functions of the control gains, feedback gains, and internal loop feedback gains of the coupled controller. Accordingly, the sensitivity of the rotor oscillation amplitudes... [more]
Vanadium Redox Flow Battery Using Aemion™ Anion Exchange Membranes
Elias Lallo, Amirreza Khataee, Rakel Wreland Lindström
February 21, 2023 (v1)
Keywords: Aemion™, anion exchange membrane, coulombic efficiency, Nafion, vanadium crossover, vanadium redox flow battery, water uptake
The vanadium redox flow battery (VRFB) is a promising and commercially available technology that poses advantageous features for stationary energy storage. A key component of the VRFB in terms of cost and system efficiency is the membrane. In recent years, anion exchange membranes (AEMs) have gained interest in VRFB research as they in general exhibit lower vanadium crossover due to a more substantial Donnan exclusion effect. In this study, a low-resistance flow cell was developed and the electrochemical performance of Aemion™ anion exchange membranes AF1-HNN5-50-X, AF1-HNN8-50-X and AF1-ENN8-50-X were compared against commonly used cation exchange membranes, Nafion® 211 and 212. The VRFB using AF1-ENN8-50-X exhibited superior performance versus Nafion® 212 regarding cycling efficiency and rate performance. However, relatively high and comparable capacity losses were observed using both membranes. NMR analysis showed no sign of chemical degradation for AF1-ENN8-50-X by immersion in VO2... [more]
Manno-Oligosaccharide Production from Biomass Hydrolysis by Using Endo-1,4-β-Mannanase (ManNj6-379) from Nonomuraea jabiensis ID06-379
Shanti Ratnakomala, Prihardi Kahar, Norimasa Kashiwagi, JaeMin Lee, Motonori Kudou, Hana Matsumoto, Pamella Apriliana, Yopi Yopi, Bambang Prasetya, Chiaki Ogino, Akihiko Kondo
February 21, 2023 (v1)
Subject: Biosystems
Keywords: cloning, endo-1,4-β-mannanase gene, Nonomuraea jabiensis ID06-379, Streptomyces lividans 1326
A novel endo-β-1,4-mannanase gene was cloned from a novel actinomycetes, Nonomuraea jabiensis ID06-379, isolated from soil, overexpressed as an extracellular protein (47.8 kDa) in Streptomyces lividans 1326. This new endo-1,4-β-mannanase gene (manNj6-379) is encoded by 445-amino acids. The ManNj6-379 consists of a 28-residue signal peptide and a carbohydrate-binding module of family 2 belonging to the glycoside hydrolase (GH) family 5, with 59−77% identity to GH5 mannan endo-1,4-β-mannanase. The recombinant ManNj6-379 displayed an optimal pH of 6.5 with pH stability ranging between 5.5 and 7.0 and was stable for 120 min at 50 °C and lower temperatures. The optimal temperature for activity was 70 °C. An enzymatic hydrolysis assay revealed that ManNj6-379 could hydrolyze commercial β-mannan and biomass containing mannan.
The Content of Polycyclic Aromatic Hydrocarbons in Slavonska slanina—Traditionally Smoked and Dry-Cured Bacon
Brankica Kartalović, Leona Puljić, Dragan Kovačević, Mateo Markovčić, Jelena Vranešević, Kristina Habschied, Krešimir Mastanjević
February 21, 2023 (v1)
Subject: Biosystems
Keywords: PAH, Slavonska slanina, smoked dry bacon, traditional and industrial smoking
The goal of this study was to determine the concentrations of 16 PAHs (PAH16) naphthalene—Nap, acenaphthylene—Anl, acenaphthene—Ane, fluorene—Flu, phenanthrene—Phen, anthracene—Ant, fluoranthene—Flt, pyrene—Pyr, benz[a]anthracene—BaA, chrysene—Chry, benzo[b]fluoranthene—BbF, benzo[k]fluoranthene—BkF, benzo[a]pyrene—BaP, indeno[1,2,3-cd]pyrene—InP, dibenz[a,h]anthracene—DahA and benzo[g,h,i]perylene—BghiP) in Slavonska slanina traditionally smoked bacon over open fire and industrially smoked on a smoke generator with a heated plate. In the samples of Slavoska slanina smoked in a traditional manner, the presence of 11 out of 16 analyzed PAHs was determined (Nap, Anl, Ane, Fln, Ant, Phen, Flt, BaA, Pyr, BbF, BkF). In the samples smoked in industrial conditions, only 2 out of 16 (Nap, Anl) were quantified. In the samples smoked with open fire (the traditional method), PAH4 (BaA, BaP BbF, Chry) concentations were as follows: 14.84 μg kg−1 in the middle, 10.60 μg kg−1 on the surface and 17.3... [more]
Modeling in Brewing—A Review
Vesela Shopska, Rositsa Denkova-Kostova, Georgi Kostov
February 21, 2023 (v1)
Keywords: beer, general approach, Modelling, Optimization
Beer production has over a thousand-year tradition, but its development in the present continues with the introduction of new technological and technical solutions. The methods for modeling and optimization in beer production through an applied analytical approach have been discussed in the present paper. For this purpose, the parameters that are essential for the main processes in beer production have been considered—development of malt blends, guaranteeing the main brewing characteristics; obtaining wort through the processes of mashing, lautering and boiling of wort; fermentation and maturation of beer. Data on the mathematical dependences used to describe the different stages of beer production (one-factor experiments, modeling of mixtures, experiment planning, description of the kinetics of microbial growth, etc.) and their limits have been presented, and specific research results of various authors teams working in this field have been cited. The independent variables as well as... [more]
Selection of Agricultural Machinery Based on Improved CRITIC-Entropy Weight and GRA-TOPSIS Method
Haonan Lu, Yongman Zhao, Xue Zhou, Zikai Wei
February 21, 2023 (v1)
Keywords: agricultural machinery selection, CRITIC-entropy weight, GRA-TOPSIS method, MCDM
In view of the problems existing in the process of agricultural machinery selection, such as inadequate decision-making information, strong subjectivity and quantification difficulty of the index weight assignment, and accuracy deficiency of the selection results, a model on the selection of agricultural machinery based on the improved CRITIC-entropy weight and GRA-TOPSIS method was established in this study. Through analysis, based on the construction of a comprehensive evaluation index system for the selection of agricultural machinery, the combined weight value was determined by combining the weights obtained using the improved CRITIC method and the weights obtained using the entropy weight method. The grey relational analysis method was also combined with the TOPSIS method. The power machinery combination with 88.2 and 73.5 kW of the 68th Regiment of the Fourth Division of Xinjiang Production and Construction Corps was used as an example for verification to determine the optimal po... [more]
Microplastics in the New Zealand Environment
Nur Atifah Mazlan, Lilian Lin, Heon E. Park
February 21, 2023 (v1)
Subject: Environment
Keywords: identifying plastic, marine environment, microplastics, mussel, New Zealand environment, NZ green-lipped mussel, pollution, polymer, tissue digestion
It is a concern that microplastics have been discovered in the food sources and water that we consume. This research was to evaluate the methods to isolate microplastics from organisms and how much of the environment of New Zealand (NZ), which is one of the least polluted countries, is contaminated by microplastics. New Zealand green-lipped mussels (Perna canaliculus) are considered to be an important product in the NZ food industry. For this reason, the existence of microplastics in these were investigated. Tarakihi fish (Nemadactylusmacropterus) consume food near the bottom of ocean, so this fish can be an indicator of the contamination of microplastics denser than water. In addition, bottled water, tap water and sea salt samples were also investigated. To isolate solid particles in an animal body, its tissues were chemically digested. It was found that 10% (w/w) potassium hydroxide (KOH) was a practical digestive protocol on biological tissues since polymers such as polyethylene ter... [more]
Performance Optimization of a Steam Generator Level Control System via a Revised Simplex Search-Based Data-Driven Optimization Methodology
Xiangsong Kong, Changqing Shi, Hang Liu, Pengcheng Geng, Jiabin Liu, Yasen Fan
February 21, 2023 (v1)
Subject: Optimization
Keywords: historical iteration information, iteration termination control, knowledge-informed simplex search method, performance optimization, steam generator level control
A Steam generator is a crucial device of a nuclear power plant. Control performance of the steam generator level control system is key to its normal operation. To improve its performance, the control system parameters should be optimized by utilizing a proper optimization method. Furthermore, the method’s efficiency is critical for its operability in the actual plant. However, the steam generator level process is a complex process, with high nonlinearity and time-varying properties. Traditional parameters tuning methods are experience-based, cumbersome, and time-consuming. To address the challenge, a systemic data-driven optimization methodology based on the model-free optimization with a revised simplex search method was proposed. Rather than the traditional controller parameter tuning method, this method optimizes the control system directly by using control performance measurements. To strengthen its efficiency, two critical modifications were incorporated into the traditional simpl... [more]
Physical and Chemical Macroscopic Processes in Wooden Construction Materials of Buildings during WUI Fires: Recent and Advanced Developments
Nikolay Viktorovich Baranovskiy, Aleksey Olegovich Malinin
February 21, 2023 (v1)
Subject: Materials
Keywords: construction, forest fire, heat flux, material, physical and chemical processes, WUI
Forest fires are one of the strongest natural phenomena, occurring both for natural and man-made reasons. Forest fires entail not only economic losses, but also affect the ecological, biological and demographic picture of the region of its origin and far beyond its borders. Around the world, work is underway to develop effective methods for predicting the impact of a forest fire on the environment, the speed and direction of propagation and impact on various infrastructure facilities near the wildland−urban interface (WUI). The purpose of the work is to review recent and significant research works on the physical and chemical processes in wooden construction materials during WUI fires. As a result of the analysis of literary sources, works devoted to the modeling and experimental study of various physical and chemical processes, namely, the impact of forest fires on residential and industrial facilities, heat and mass transfer in structural materials, drying processes, pyrolysis, and i... [more]
Forecasting the 10.7-cm Solar Radio Flux Using Deep CNN-LSTM Neural Networks
Junqi Luo, Liucun Zhu, Kunlun Zhang, Chenglong Zhao, Zeqi Liu
February 21, 2023 (v1)
Keywords: convolutional neural network, long short-term memory, solar radio flux, time series forecast
Predicting the time series of 10.7-cm solar radio flux is a challenging task because of its daily variability. This paper proposed a non-linear method, a convolutional and recurrent neural network combined model to achieve end-to-end F10.7 forecasts. The network consists of a one-dimensional convolutional neural network and a long short-term memory network. The CNN network extracted features from F10.7 original data, then trained the feature signals in the long short-term memory network, and outputted the predicted values. The F10.7 daily data during 2003−2014 are used for the testing set. The mean absolute percentage error values of approximately 2.04%, 2.78%, and 4.66% for 1-day, 3-day, and 7-day forecasts, respectively. The statistical results of evaluating the root mean square error, spearman correlation coefficient shows a superior effect as a whole for the 1−27 days forecast, compared with the ordinary single neural network and combination models.
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