response surface methodology

响应面法
  • 文章类型: Journal Article
    随着肉类和奶制品需求的增加,畜牧业产生的废水量已成为一个重大的环境问题。处理牲畜废水(LWW)是一个具有挑战性的过程,涉及去除养分,有机物,病原体,和其他来自牲畜粪便和尿液的污染物。为了应对这一挑战,研究人员开发并研究了不同的生物,物理,和化学处理技术,在优化后表现更好。LWW处理过程的优化可以帮助提高处理系统的功效和可持续性,并最大程度地减少对环境的影响和相关成本。响应面法(RSM)作为一种优化方法,可以有效地优化影响工艺性能的操作参数。这篇综述文章总结了RSM的主要步骤,RSM在LWW治疗中的最新应用,强调了这种技术的优点和局限性,并为未来的研究和实践提供建议,包括其成本效益,准确度,提高治疗效率的能力。
    With increasing demand for meat and dairy products, the volume of wastewater generated from the livestock industry has become a significant environmental concern. The treatment of livestock wastewater (LWW) is a challenging process that involves removing nutrients, organic matter, pathogens, and other pollutants from livestock manure and urine. In response to this challenge, researchers have developed and investigated different biological, physical, and chemical treatment technologies that perform better upon optimization. Optimization of LWW handling processes can help improve the efficacy and sustainability of treatment systems as well as minimize environmental impacts and associated costs. Response surface methodology (RSM) as an optimization approach can effectively optimize operational parameters that affect process performance. This review article summarizes the main steps of RSM, recent applications of RSM in LWW treatment, highlights the advantages and limitations of this technique, and provides recommendations for future research and practice, including its cost-effectiveness, accuracy, and ability to improve treatment efficiency.
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  • 文章类型: Journal Article
    由于人口增长和农药在农业中的广泛使用,农药对水体的污染急剧增加,导致严重的环境和健康问题。因此,由于对淡水的巨大需求,需要高效的工艺以及有效处理技术的设计和开发。吸附法由于其性能,被广泛应用于农药等有机污染物的去除,更少的费用,高选择性,与其他处理技术相比,操作简单。在替代吸附剂中,大量可用于从水资源中吸附农药的生物材料引起了全世界研究人员的关注。这篇综述文章的主要目的是(i)介绍对广泛的原始或化学改性生物材料的研究,这些材料可能有效地从水性介质中去除农药;(ii)表明生物吸附剂作为绿色和低成本材料从废水中去除农药的有效性;(iii)此外,报告响应面法(RSM)在吸附建模和优化中的应用。
    Water contamination by pesticides is increasing dramatically due to population growth and the extensive use of pesticides in agriculture, leading to grave environmental and health concerns. Thus, efficient processes and the design and development of effective treatment technologies are required due to the enormous demand for fresh water. The adsorption approach has been widely used to remove organic contaminants such as pesticides because of its performance, less expense, high selectivity, and simplicity of operation compared to other treatment technologies. Among alternative adsorbents, biomaterials abundantly available for pesticide sorption from water resources have attracted the attention of researchers worldwide. The main objective of this review article is to (i) present studies on a wide range of raw or chemically modified biomaterials potentially effective in removing pesticides from aqueous media; (ii) indicating the effectiveness of biosorbents as green and low-cost materials for removing pesticides from wastewater; and (iii) furthermore, report the application of response surface methodology (RSM) for modeling and optimizing adsorption.
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  • 文章类型: Journal Article
    众所周知,农药对环境和人类健康构成威胁。在农业实践中过度使用农药会污染水体,导致癌症,哮喘,神经系统疾病,生殖缺陷,和荷尔蒙的破坏。电凝聚、电氧化等电化学方法因其高效、污泥产生少,和低运营成本。在电凝时,阳极金属的溶解导致金属氢氧化物络合物,其与存在于反应器中的污染物一起沉淀。同时,电浮选发生在阴极,并导致氢气气泡的产生,导致絮凝物浮选到反应器的顶面。这篇综述的重点是清除机制,动力学,建模,影响因素的影响,以及使用电凝聚和电氧化去除农药的污泥表征。主要影响因素包括小区配置、电极材料,电流密度,pH值,支持电解质浓度。总的来说,铝和铁是使用电凝法去除农药最常见的电极,而硼掺杂的金刚石在更大程度上用作电氧化研究中的电极。在两个过程中观察到大于99%的去除效率。总的来说,这篇综述总结了电化学方法在农药去除中的应用,并为该研究领域的研究人员提供了有价值的信息。
    Pesticides are known to be threats to the environment and human health. Excessive use of pesticides in agricultural practice can contaminate water bodies, leading to cancer, asthma, neurological disorders, reproductive defects, and hormonal disruption. Electrochemical methods such as electrocoagulation and electrooxidation can be used for pesticide removal due to their numerous advantages such as high efficiency, less sludge production, and low operational cost. During electrocoagulation, dissolution of anode metals results in metal hydroxide complexes, which precipitate with the contaminant present in the reactor. Simultaneously, electro-flotation occurs at the cathode and results in the evolution of hydrogen gas bubbles, leading to flotation of floc to the top surface of the reactor. This review focuses on the removal mechanisms, kinetics, modeling, effects of influencing factors, and sludge characterization of pesticide removal using electrocoagulation and electrooxidation. Major influencing factors include cell configuration, electrode material, current density, pH, supporting electrolyte concentration. In general, aluminum and iron are the most common electrodes used for pesticide removal using electrocoagulation, while boron-doped diamond was used to a far greater extent as the electrode in electrooxidation studies. Greater than 99% removal efficiency was observed in both processes. Overall, this review summarizes the use of electrochemical methods for pesticide removal and offers valuable information to researchers in this area of study.
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  • 文章类型: Journal Article
    很大一部分人口依赖豆类作为主食。豆类是丰富的营养来源,具有几种与健康相关的有益特性。然而,豆类的营养质量受到大量抗营养素存在的挑战。食用加工不当的豆类可能会影响正常的新陈代谢并引起与人类健康相关的不利影响。有效的处理对于在消费之前减少这些抗营养因素是必要的。通过使用响应面法优化豆类传统食品制备过程中的加工变量可能是减少抗营养素的有价值的选择。本审查的重点是传统的家庭规模的处理单元操作相对于减少抗营养素的功效。优化制备的产品应确保满足消费者的改进需求,健康,和更有营养和安全的食物。基于建模的优化方法将有助于在小规模、medium-,和大规模生产一样。它应该有助于有效利用豆类资源,并减轻全世界的营养不良和相关疾病。
    A large section of the human population relies on legumes as a staple food. Legumes are a rich source of nutrients and possess several health-related beneficial properties. However, the nutritional quality of legumes is challenged by the presence of a considerable amount of antinutrients. Consumption of inadequately processed legumes might affect normal metabolism and cause adverse human health-related effects. Effective processing becomes necessary to reduce these antinutritional factors before consumption. Optimizing the processing variables during preparation of legume-based traditional foods by using response surface methodology could be a valuable option to reduce antinutrients. The present review focuses on the efficacy of traditional household-scale processing unit operations vis-à-vis the reduction of antinutrients. Optimally prepared products should ensure meeting the consumer demand of improved, healthy, and more nutritious and safe foods. Modeling-based optimization approach will be helpful to define best practices at the small-, medium-, and large scale production alike. It should contribute towards effective utilization of legume resources, and to alleviate malnutrition and associated diseases world-wide.
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  • 文章类型: Journal Article
    天然多糖是众所周知的生物材料,因为它们的可用性和低成本,在不同领域的应用。纤维素,一种著名的多糖,可以从不同的来源获得,包括植物,藻类,和细菌,但是最近由于微生物具有产生可再生化合物的潜力而引起了人们的极大关注。在这方面,细菌纳米纤维素(BNC)是一种新型的纳米纤维素材料,主要由Komagataeibacterspp合成。特性,如纯度,孔隙度,和卓越的机械性能使BNC成为具有药理学应用的优越的绿色生物聚合物,生物医学,生物加工,和食物。产生BNC的菌株的遗传操作和培养条件的原位修饰可以导致具有提高的产量/生产力和性质的BNC。这篇综述主要强调了Komagataeibacter菌株的基因工程以及细菌菌株与微生物和纳米材料等添加剂共培养以合成具有改善功能和生产率的BNC的作用。
    Natural polysaccharides are well-known biomaterials because of their availability and low-cost, with applications in diverse fields. Cellulose, a renowned polysaccharide, can be obtained from different sources including plants, algae, and bacteria, but recently much attention has been paid to the microorganisms due to their potential of producing renewable compounds. In this regard, bacterial nanocellulose (BNC) is a novel type of nanocellulose material that is commercially synthesized mainly by Komagataeibacter spp. Characteristics such as purity, porosity, and remarkable mechanical properties made BNC a superior green biopolymer with applications in pharmacology, biomedicine, bioprocessing, and food. Genetic manipulation of BNC-producing strains and in situ modifications of the culturing conditions can lead to BNC with enhanced yield/productivity and properties. This review mainly highlights the role of genetic engineering of Komagataeibacter strains and co-culturing of bacterial strains with additives such as microorganisms and nanomaterials to synthesize BNC with improved functionality and productivity rate.
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  • 文章类型: Journal Article
    Concrete mix design and the determination of concrete performance are not merely engineering studies, but also mathematical and statistical endeavors. The study of concrete mechanical properties involves a myriad of factors, including, but not limited to, the amount of each constituent material and its proportion, the type and dosage of chemical additives, and the inclusion of different waste materials. The number of factors and combinations make it difficult, or outright impossible, to formulate an expression of concrete performance through sheer experimentation. Hence, design of experiment has become a part of studies, involving concrete with material addition or replacement. This paper reviewed common design of experimental methods, implemented by past studies, which looked into the analysis of concrete performance. Several analysis methods were employed to optimize data collection and data analysis, such as analysis of variance (ANOVA), regression, Taguchi method, Response Surface Methodology, and Artificial Neural Network. It can be concluded that the use of statistical analysis is helpful for concrete material research, and all the reviewed designs of experimental methods are helpful in simplifying the work and saving time, while providing accurate prediction of concrete mechanical performance.
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  • 文章类型: Journal Article
    Phenolic compounds from plant sources have significant health-promoting properties and are known to be an integral part of folk and herbal medicines. Consumption of phenolics is known to alleviate the risk of various lifestyle diseases including cancer, cardiovascular, diabetes, and Alzheimer\'s. In this context, numerous plant crops have been explored and characterized based on phenolic compounds for their use as supplements, nutraceutical, and pharmaceuticals. The present review highlights some important source of bioactive phenolic compounds and novel technologies for their efficient extraction. These techniques include the use of microwave, ultrasound, and supercritical methods. Besides, the review will also highlight the use of response surface methodology (RSM) as a statistical tool for optimizing the recoveries of the phenolic bioactives from plant-based matrices.
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  • 文章类型: Journal Article
    The sample extraction process is considered as the essential step in the pesticide residue analysis, as it provides the base for the detection of the pesticides in trace level. Various factors need to be optimized during the extraction of pesticides due to the complexity of the matrix which is time-consuming and tedious. Therefore, the use of experimental design in the optimization process proves to be effective with minimum experiments and cost. This paper is aimed to overview the experimental designs that are frequently used for screening (full factorial, fractional factorial, Plackett-Burman Design) and optimizing (central composite design, Box-Behnken design, Taguchi design, Doehlert design, D-optimal design) the most influential factors to provide a sequential understanding of the linear and complex interactions in the pesticide extraction methods. Further, a systematic approach has been discussed about the use of experimental designs in pesticide extraction and also the softwares used for application-oriented readers.
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  • 文章类型: Journal Article
    生产高产量的可溶性重组蛋白是蛋白生物技术的主要目标之一。几个因素,如表达系统,向量,host,培养基组成和诱导条件可影响重组蛋白产量。鉴定最佳蛋白质表达的最重要因素可能涉及大量的时间投入和相当大的成本。为了解决这个问题,已经使用诸如实验设计(DoE)的统计模型来优化重组蛋白生产。这篇综述研究了DoE在原核表达系统中重组蛋白生产中的应用,重点是培养基组成和培养条件。该评论审查了最常用的DoE筛选和优化设计。它提供了用于优化培养基和培养条件的DoE的实例。
    The production of high yields of soluble recombinant protein is one of the main objectives of protein biotechnology. Several factors, such as expression system, vector, host, media composition and induction conditions can influence recombinant protein yield. Identifying the most important factors for optimum protein expression may involve significant investment of time and considerable cost. To address this problem, statistical models such as Design of Experiments (DoE) have been used to optimise recombinant protein production. This review examines the application of DoE in the production of recombinant proteins in prokaryotic expression systems with specific emphasis on media composition and culture conditions. The review examines the most commonly used DoE screening and optimisation designs. It provides examples of DoE applied to optimisation of media and culture conditions.
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  • 文章类型: Journal Article
    Xylanases are hydrolytic enzymes which cleave the β-1, 4 backbone of the complex plant cell wall polysaccharide xylan. Xylan is the major hemicellulosic constituent found in soft and hard food. It is the next most abundant renewable polysaccharide after cellulose. Xylanases and associated debranching enzymes produced by a variety of microorganisms including bacteria, actinomycetes, yeast and fungi bring hydrolysis of hemicelluloses. Despite thorough knowledge of microbial xylanolytic systems, further studies are required to achieve a complete understanding of the mechanism of xylan degradation by xylanases produced by microorganisms and their promising use in pulp biobleaching. Cellulase-free xylanases are important in pulp biobleaching as alternatives to the use of toxic chlorinated compounds because of the environmental hazards and diseases caused by the release of the adsorbable organic halogens. In this review, we have focused on the studies of structural composition of xylan in plants, their classification, sources of xylanases, extremophilic xylanases, modes of fermentation for the production of xylanases, factors affecting xylanase production, statistical approaches such as Plackett Burman, Response Surface Methodology to enhance xylanase production, purification, characterization, molecular cloning and expression. Besides this, review has focused on the microbial enzyme complex involved in the complete breakdown of xylan and the studies on xylanase regulation and their potential industrial applications with special reference to pulp biobleaching, which is directly related to increasing pulp brightness and reduction in environmental pollution.
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