Transients

瞬变
  • 文章类型: Journal Article
    本文讨论了液压系统中瞬态压力异常的影响,由阀门或泵的打开或关闭触发,立即干扰水力梯度线(LGH)。压力的这种变化在水力和结构方面对水网络都具有重大影响。大多数现有的技术来检测水分配系统中的瞬态使用异步方法,生成永恒的信息,限制了在危急情况下的响应能力。因此,提出了一种基于物联网(IoT)的暂态自动检测系统,能够以软实时识别过压或欠压脉冲,激活警报以促进决策。这种方法有助于保持配水系统的安全性并防止网络中的泄漏。此外,通过将拉普拉斯变换的水锤方程线性化,提出了压力和流量瞬态行为的模型,从而产生描述液压系统的出口和入口之间的代数关系的传递函数。•液压系统原型的瞬态分析强调了其对初始条件的高灵敏度,归因于湍流。此观察结果表明,可能存在与压力管道中的水锤现象有关的动态奇怪吸引子。•涉及传递函数和状态空间模型的方法能够评估泄漏如何影响系统的瞬态响应,包括震级,持续时间,以及它们产生的干扰的频率。•所提出的方法引入了能够识别在流量和压力方面随时间的瞬时变化的动态传递函数。
    This article addresses the impact of transient pressure anomalies in hydraulic systems, triggered by the opening or closing of valves or pumps, instantly disturbing the line of hydraulic gradient (LGH). This variation in pressure has significant consequences both in hydraulic and structural terms for water networks. Most of the existing techniques to detect transients in water distribution systems use asynchronous methods, generating timeless information that limits the response capacity in critical situations. Therefore, an automatic transient detection system based on the Internet of Things (IoT) is proposed, capable of identifying overpressure or underpressure pulses in soft real-time, activating alarms to facilitate decision-making. This approach helps maintain the safety of the water distribution system and prevent leaks in the network. Furthermore, a model of the transient behavior of pressure and flow is presented by linearizing the water hammer equations from the Laplace transform, thus generating a transfer function that describes the algebraic relationship between the outlet and inlet of the hydraulic system.•The transient analysis of the hydraulic system prototype underscores its high sensitivity to initial conditions, attributed to turbulence. This observation suggests the possible presence of a dynamic strange attractor related to water hammer phenomena in pressure pipes.•The methodology involving transfer functions and state-space models enables the assessment of how leaks impact the transient responses of the system, including the magnitude, duration, and frequency of disturbances generated by them.•The proposed method introduces a dynamic transfer function capable of identifying instantaneous changes over time in terms of flow and pressure.
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  • 文章类型: Journal Article
    海洋中溶解氧的下降越来越令人担忧,因为它最终可能导致全球缺氧,海洋动物死亡率上升,甚至大规模灭绝。海洋的脱氧通常会导致形成最小氧气区(OMZ):大域的氧气丰度远低于周围海洋环境。导致OMZ形成的因素和过程仍然存在争议。我们考虑了浮游生物-氧气动力学耦合的概念模型,除了浮游生物的生长和浮游植物的氧气产生,还解释了浮游植物和浮游动物的时间尺度差异(使其成为“慢-快系统”)以及高营养水平的隐含效应,导致密度相关(非线性)浮游动物死亡率。使用分析技术和数值模拟相结合的方法对模型进行了研究。慢速-快速系统被分解为慢速和快速子系统。然后通过分析快速子系统的分岔结构,研究了慢-快系统的临界流形及其稳定性。对于一系列参数值,我们获得了慢速系统的canard周期。然而,系统不允许持续的弛豫振荡;相反,鸭类循环的爆炸导致浮游生物灭绝和氧气消耗。对于空间显式模型,在这个方向上的早期工作没有考虑浮游动物的密度依赖性死亡率,因此可以表现出图灵模式。然而,将密度依赖性死亡率纳入系统可以导致固定的图灵模式。然后在图灵分叉阈值附近研究系统的动力学。我们进一步考虑了浮游动物的自我运动以及湍流混合的影响。我们证明了初始的非均匀扰动可以导致OMZ的形成,然后扩大大小并在空间上传播。对于足够大的时间尺度分离,OMZ的传播可导致全球缺氧。
    Decline of the dissolved oxygen in the ocean is a growing concern, as it may eventually lead to global anoxia, an elevated mortality of marine fauna and even a mass extinction. Deoxygenation of the ocean often results in the formation of oxygen minimum zones (OMZ): large domains where the abundance of oxygen is much lower than that in the surrounding ocean environment. Factors and processes resulting in the OMZ formation remain controversial. We consider a conceptual model of coupled plankton-oxygen dynamics that, apart from the plankton growth and the oxygen production by phytoplankton, also accounts for the difference in the timescales for phyto- and zooplankton (making it a \"slow-fast system\") and for the implicit effect of upper trophic levels resulting in density dependent (nonlinear) zooplankton mortality. The model is investigated using a combination of analytical techniques and numerical simulations. The slow-fast system is decomposed into its slow and fast subsystems. The critical manifold of the slow-fast system and its stability is then studied by analyzing the bifurcation structure of the fast subsystem. We obtain the canard cycles of the slow-fast system for a range of parameter values. However, the system does not allow for persistent relaxation oscillations; instead, the blowup of the canard cycle results in plankton extinction and oxygen depletion. For the spatially explicit model, the earlier works in this direction did not take into account the density dependent mortality rate of the zooplankton, and thus could exhibit Turing pattern. However, the inclusion of the density dependent mortality into the system can lead to stationary Turing patterns. The dynamics of the system is then studied near the Turing bifurcation threshold. We further consider the effect of the self-movement of the zooplankton along with the turbulent mixing. We show that an initial non-uniform perturbation can lead to the formation of an OMZ, which then grows in size and spreads over space. For a sufficiently large timescale separation, the spread of the OMZ can result in global anoxia.
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  • 文章类型: Journal Article
    在给定人群中输入疟疾病例,问题是当地案件在多大程度上是进口的结果。我们对特定区域进行建模分析,在一个渴望无疟疾地位的地区。
    对十年以上疟疾病例的数据进行了一个隔室模型,该模型被假定为接近平衡状态。将模型的两个参数拟合到年代际数据。模型中的其他参数来自文献。该模型用于模拟有或没有输入病例的疟疾患病率。
    在任何给定年份,每年平均460例输入病例,导致257例当地活跃感染病例的年终疟疾流行,如果没有进口,在季节结束时,疟疾的流行率将少于10例活跃的传染病例。我们计算模型的基本再现数的数值,这揭示了该疾病是否从人群中消除的程度。
    没有导入的案例,在疟疾的十个季节里,2008年至2018年,夸祖鲁-纳塔尔省至少在所指出的十年的最后7年中没有疟疾。即使在数据有限的情况下,这种简单的方法也能很好地工作。
    UNASSIGNED: with imported malaria cases in a given population, the question arises as to what extent the local cases are a consequence of the imports or not. We perform a modeling analysis for a specific area, in a region aspiring for malaria-free status.
    UNASSIGNED: data on malaria cases over ten years is subjected to a compartmental model which is assumed to be operating close to the equilibrium state. Two of the parameters of the model are fitted to the decadal data. The other parameters in the model are sourced from the literature. The model is utilized to simulate the malaria prevalence with or without imported cases.
    UNASSIGNED: in any given year the annual average of 460 imported cases, resulted in an end-of-year season malaria prevalence of 257 local active infectious cases, whereas without the imports the malaria prevalence at the end of the season would have been fewer than 10 active infectious cases. We calculate the numerical value of the basic reproduction number for the model, which reveals the extent to which the disease is being eliminated from the population or not.
    UNASSIGNED: without the imported cases, over the ten seasons of malaria, 2008-2018, the KwaZulu-Natal province would have been malaria-free over at least the last 7 years of the decade indicated. This simple methodology works well even in situations where data is limited.
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  • 文章类型: Journal Article
    代表性的单各向异性矩阵块2D格林函数模型,用于通过完全穿透耗尽,通过不同数量的裂缝面构造垂直裂缝,通过裂缝基质传质分析捕获裂缝和块耗尽。裂缝系统的一维格林函数同样可以根据平均裂缝压力的时间演变来求解。虽然瞬时平均压力值本身是不可测量的,它们转化为累积产量或瞬时流量值,从而产生新的利率下降模型函数形式。组装交互系统模型的主要变量是体积比,Vf/Vm,渗透率,kf/kx,和几何学,(a/b)(ky/kx),最后一项考虑了块体形状和渗透率各向异性。我们根据Vf/Vm的各种比率构建交互系统模型,和kf/kx三个裂缝结构原型:代表性的基质块耗尽4、2或1个接触裂缝。单矩阵块模型可以使用叠加和矩阵块分布迁移到异构系统的模型,如具有可变分数的块大小的二进制分布所示。速率下降问题的分析解决方案可用于了解天然裂缝性储层的生产特征和裂缝体积分数的解释。渗透率,平均矩阵块大小,和异质性的度量。
    Representative single anisotropic matrix block 2D Green\'s function models for depletion through fully-penetrating, vertical fractures through different numbers of fracture faces are constructed that analytically capture both fracture and block depletion with fracture-matrix mass transfer. The 1D Green\'s function for a fracture system is likewise solved in terms of the time evolution of average fracture pressure. While transient average pressure values are not inherently measurable, they are transformed into cumulative production or instantaneous flowrate values, thus producing new rate decline model functional forms. Primary variables in assembling the interacting systems model are the volume ratio, Vf /Vm, permeability ratio, kf /kx, and geometry, (a/b)(ky/kx), with the last term accounting for both block shape and permeability anisotropy. We construct interacting systems models in terms of various ratios of Vf /Vm, and kf /kx for three fracture architecture prototypes: representative matrix blocks depleted by 4, 2, or 1 contacting fractures. The single matrix block models can be migrated to ones for heterogeneous systems using superposition and matrix block distributions, as demonstrated with a binary distribution of block sizes with variable fractions. Analytic solutions for rate decline problems can be used to understand the production signatures of naturally fractured reservoirs and interpretation of fracture volume fraction, permeability ratio, average matrix block size, and measures of heterogeneity.
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  • 文章类型: Journal Article
    在长传输网络中使用快速瞬态进行故障检测使得产生受控瞬态至关重要。为了最大化可以从测量的压力时间历史(压力信号)中提取的信息,瞬变必须满足某些要求。特别是,产生瞬变的动作必须快速且可重复,并且必须产生尽可能尖锐的压力波,没有寄生的压力振荡。这意味着使用小直径阀和通常气动操作的自动阀。在目前的工作中,在佩鲁贾大学的水工程实验室(WEL)进行了实验瞬态测试,使用蝶阀和球形气动驱动阀在加压铜管中产生压力波。摄像机用于监控阀门位移,而压力是由压力传感器测量靠近管道下游端安装气动阀。对实验数据进行了分析,以表征阀门的性能,并在阀门关闭动力学方面比较了两种几何形状。产生的压力波的锐度和压力时程的稳定性。目前的工作证明了所提出的方法如何在轻松表征瞬态动力学方面非常有效。
    The use of fast transients for fault detection in long transmission networks makes the generation of controlled transients crucial. In order to maximise the information that can be extracted from the measured pressure time history (pressure signal), the transients must meet certain requirements. In particular, the manoeuvre that generates the transient must be fast and repeatable, and must produce a pressure wave that is as sharp as possible, without spurious pressure oscillations. This implies the use of small-diameter valves and often pneumatically operated automatic valves. In the present work, experimental transient tests are carried out at the Water Engineering Laboratory (WEL) of the University of Perugia using a butterfly valve and a ball pneumatic-driven valve to generate pressure waves in a pressurised copper pipe. A camera is used to monitor the valve displacement, while the pressure is measured by a pressure transducer close to the downstream end of the pipe where the pneumatic valve is installed. The experimental data are analysed to characterise the valve performance and to compare the two geometries in terms of valve closing dynamics, the sharpness of the generated pressure wave and the stability of the pressure time history. The present work demonstrates how the proposed approach can be very effective in easily characterising the transient dynamics.
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  • 文章类型: Journal Article
    形态发生原呈递的时间动力学影响转录反应和组织模式。然而,控制形态发生素释放的机制尚不清楚。我们发现,向内整流钾(Irk)通道调节果蝇翅膀发育过程中细胞内钙和骨形态发生蛋白(BMP/Dpp)释放的内源性瞬时增加。抑制Irk通道会降低BMP/Dpp信号传导,并最终破坏机翼形态。离子通道影响BMP信号传导必不可少的几种组织和生物体的发育。在神经元和胰腺β细胞中,Irk通道调节膜电位以影响细胞内Ca++以控制神经递质和胰岛素的分泌。基于神经元的Irk活动,我们假设电活动控制内质网(ER)Ca++释放进入细胞质以调节BMP的释放。
    为了检验这一假设,我们减少了控制ER钙的四种蛋白质的表达,基质相互作用分子1(神经刺激),钙释放激活钙通道蛋白1(Orai),肌内质网钙ATP酶(SERCA),小电导钙激活钾通道(SK),和Bestrophin2(Best2)使用RNAi和记录的机翼表型。我们使用实时成像来研究the翅和幼虫翅盘中的钙和Dpp释放。此外,我们使用免疫组织化学来表征小母亲在RNAi敲除后对BMP/Dpp途径下游的无截瘫(SMAD)磷酸化。
    我们发现,减少的Stim和SERCA功能会降低翼盘中内源性钙瞬变的幅度和频率,并减少BMP/Dpp释放。
    我们的结果表明,BMP/Dpp释放需要控制ER钙稳态,和果蝇翅膀发育。
    UNASSIGNED: The temporal dynamics of morphogen presentation impacts transcriptional responses and tissue patterning. However, the mechanisms controlling morphogen release are far from clear. We found that inwardly rectifying potassium (Irk) channels regulate endogenous transient increases in intracellular calcium and bone morphogenetic protein (BMP/Dpp) release for Drosophila wing development. Inhibition of Irk channels reduces BMP/Dpp signaling, and ultimately disrupts wing morphology. Ion channels impact development of several tissues and organisms in which BMP signaling is essential. In neurons and pancreatic beta cells, Irk channels modulate membrane potential to affect intracellular Ca++ to control secretion of neurotransmitters and insulin. Based on Irk activity in neurons, we hypothesized that electrical activity controls endoplasmic reticulum (ER) Ca++ release into the cytoplasm to regulate the release of BMP.
    UNASSIGNED: To test this hypothesis, we reduced expression of four proteins that control ER calcium, Stromal interaction molecule 1 (Stim), Calcium release-activated calcium channel protein 1 (Orai), SarcoEndoplasmic Reticulum Calcium ATPase (SERCA), small conductance calcium-activated potassium channel (SK), and Bestrophin 2 (Best2) using RNAi and documented wing phenotypes. We use live imaging to study calcium and Dpp release within pupal wings and larval wing discs. Additionally, we employed immunohistochemistry to characterize Small Mothers Against Decapentaplegic (SMAD) phosphorylation downstream of the BMP/Dpp pathway following RNAi knockdown.
    UNASSIGNED: We found that reduced Stim and SERCA function decreases amplitude and frequency of endogenous calcium transients in the wing disc and reduced BMP/Dpp release.
    UNASSIGNED: Our results suggest control of ER calcium homeostasis is required for BMP/Dpp release, and Drosophila wing development.
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  • 文章类型: Journal Article
    Temporal variations in the chemistry of infiltrating water into the subsurface are known to cause remobilization of colloids from the grain surfaces, thereby increasing the travel distance of the colloidal contaminants. Hence, it is essential to thoroughly understand the transport, deposition, and release mechanisms of colloids in the subsurface, through laboratory experiments and modeling. There are only a few experiments in which the chemistry of inflow water is changed rapidly during colloid transport. Also, although some models have been presented for simulating the effect of transient chemistry on the fate of colloids, there is no consensus in this regard, as the proposed models suffer from shortcomings. In this study, we systematically investigated the effect of temporal variations in ionic strength on the remobilization of deposited colloids in saturated porous media through laboratory column experiments and numerical modeling. Four sets of column experiments were performed, in which we injected carboxylate-modified latex colloids at a given ionic strength for a specified period. After breakthrough of colloids, the ionic strength of inflowing water was decreased in a stepwise manner to 0 mM (DI water). The initial ionic strength values of the four experiments were 100, 50, 25, and 10 mM. We observed partial release of deposited colloids after several steps of ionic strength decrease with significant release observed only when the ionic strength was reduced to below 10 mM. We also found that the fraction of released colloids decreased with increasing value of initial ionic strength of inflow water. We have developed a mathematical model incorporating a novel formulation for ionic strength-dependent deposition and release. The model is found to capture the colloid breakthrough curves reasonably well for all experiments with the same set of parameter values, except the one at the initial ionic strength of 25 mM.
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  • 文章类型: Journal Article
    BACKGROUND: Worldwide, more than 200 million people have left their home country, and international migration from the Middle East to Europe is increasing. The journey and the poor living conditions cause numerous health problems. Migrants show significant differences in lifestyle, health beliefs and risk factors compared with native populations and this can impact access to health systems and participation in prevention programmes.
    OBJECTIVE: Our aim was to measure the attitude of survey participants to migrants and to define up to what level migrants are entitled to health care from the viewpoint of Slovenian citizens.
    METHODS: This survey was carried out in January 2019 and included 311 respondents. We applied a quantitative, nonexperimental sampling method. We used a structured survey questionnaire based on an overview, a national survey on the experiences of patients in hospitals and user satisfaction with medical services of basic health care at the primary level.
    RESULTS: A large proportion of the respondents agreed that migrants should receive emergency or full health care provision, that there is no need to limit their health rights and that they do not feel that their own rights are compromised by the rights of migrants. Over 80% agreed with health protection for women and for children.
    CONCLUSIONS: The findings offer a basis for supplementing the existing, or designing a new, model of health care provision for migrants in Slovenia, focusing on the provision of health protection and care as a fundamental human right.
    الرأي العام بشأن أهلية المهاجرين واللاجئين للحصول على الرعاية الصحية في سلوفينيا.
    ماروسا كولار، إيجور لوكسيتش، برانكو جابروفيتش.
    UNASSIGNED: غادر أكثر من 200 مليون شخص أوطانهم في جميع أنحاء العالم، وتتزايد الهجرة الدولية من الشرق الأوسط إلى أوروبا. وتتسبب رحلة الهجرة والظروف المعيشية السيئة في مشاكل صحية عديدة. ويُظهر المهاجرون اختلافات كبيرة في نمط الحياة والمعتقدات الصحية وعوامل الخطر مقارنةً بالسكان الأصليين، ويمكن أن يؤثر ذلك على إمكانية الوصول إلى النُّظُم الصحية والمشاركة في برامج الوقاية.
    UNASSIGNED: هدفت هذه الدراسة إلى قياس موقف المشاركين في المسح من المهاجرين وتحديد إلى أي مدى يحق للمهاجرين الحصول على الرعاية الصحية من وجهة نظر المواطنين السلوفينيين.
    طُرق البحث: أُجري هذا المسح في يناير/كانون الثاني 2019 وشمل 311 مشاركًا. وطبَّقنا طريقة كميَّة غير تجريبية لأخذ العينات. واستخدمنا مسحًا منظَّمً استند إلى لمحة عامة، ومسحًا وطنيًّا حول تجارب المرضى في المستشفيات ورضا المستخدمين عن الخدمات الطبية للرعاية الصحية الأساسية في المستوى الأولي.
    UNASSIGNED: وافقت نسبة كبيرة من المستجيبين على ضرورة حصول المهاجرين على الرعاية الصحية الطارئة أو الكاملة، وعدم الحاجة إلى الحد من حقوقهم الصحية، وأنهم لا يشعرون بانتقاص حقوقهم بسبب حصول المهاجرين على حقوقهم. ووافق أكثر من 80٪ منهم على الحماية الصحية للنساء والأطفال.
    UNASSIGNED: توفِّر النتائج أساسًا لاستكمال النموذج الحالي لتوفير الرعاية الصحية للمهاجرين في سلوفينيا أو تصميم نموذج جديد، مع التركيز على توفير الحماية والرعاية الصحية باعتبار ذلك حقًا أساسيًّا من حقوق الإنسان.
    Opinion publique sur l\'admissibilité des migrants et des réfugiés pour les soins de santé en Slovénie.
    BACKGROUND: Dans le monde, plus de 200 millions de personnes ont quitté leur pays d\'origine, et les migrations internationales du Moyen-Orient vers l\'Europe sont en augmentation. Le périple entrepris par ces personnes ainsi que leurs mauvaises conditions de vie causent de nombreux problèmes de santé. Les migrants présentent des différences significatives en termes de mode de vie, de croyances en matière de santé et de facteurs de risque par rapport aux populations autochtones, ce qui peut avoir un impact sur l\'accès aux systèmes de santé et la participation aux programmes de prévention.
    OBJECTIVE: La présente enquête visait à mesurer l\'attitude des participants vis-à-vis des migrants et à définir dans quelle mesure les migrants ont droit aux soins de santé du point de vue des citoyens slovènes.
    UNASSIGNED: Cette enquête a été réalisée en janvier 2019 auprès de 311 répondants. Nous avons appliqué une méthode d\'échantillonnage quantitatif non expérimentale. Nous avons utilisé un questionnaire d\'enquête structuré basé sur une vue d\'ensemble, ainsi qu\'une enquête nationale sur les expériences des patients dans les hôpitaux et sur la satisfaction des utilisateurs vis-à-vis des services de soins de santé de base au niveau primaire.
    UNASSIGNED: Une grande partie des personnes interrogées ont convenu que les migrants devraient recevoir des soins de santé d\'urgence ou complets et qu\'il n\'est pas nécessaire de limiter leurs droits en matière de santé, et ont indiqué ne pas avoir le sentiment que leurs propres droits sont compromis par ceux des migrants. Plus de 80 % des répondants approuvaient l\'idée d\'une protection de la santé pour les femmes et les enfants.
    CONCLUSIONS: Les résultats de l\'enquête offrent une base pour compléter le modèle existant ou concevoir un nouveau modèle de prestation de soins de santé pour les migrants en Slovénie, avec pour axe principal l\'accès à une protection de la santé et aux soins de santé en tant que droit humain fondamental.
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  • 文章类型: Journal Article
    2019年冠状病毒病(COVID-19)大流行,移民身份和成为LGBT+社区的成员都是与压力水平增加相关的独立因素。很少有研究对这个问题提供更复杂的分析,在目前的流行病学情况下,没有关于两个少数民族的人所经历的累积压力负担的研究。这项研究的目的是评估以下具有不同压力水平的组(总样本n=370)在波兰COVID-19大流行的第三波中应对外部情况的能力:波兰异性恋男性(n=202),来自乌克兰的异性恋男性(n=131)和来自乌克兰的同性恋和双性恋男性(与男性发生性关系的男性-MSM)(n=37)。使用感知压力量表(PSS-10)。调查分析显示,三个研究组在感知压力的一般水平上没有统计学上的显着差异(24.71、24.77和26.49分,分别,p=0.551),但它揭示了这些群体在应对日常运作的各个方面的许多差异。对自身健康的负面评估被证明是影响感知压力水平的主要因素,然而具体的健康风险,研究中未考虑病史或参与者的既往经历.我们的研究表明需求存在差异,应对波兰公民和乌克兰移民之间压力的资源和方法,既是异性恋,又属于MSM群体。正确识别和解决这些需求,考虑到卫生服务的不同可用性,可能是非政府组织或保险提供者的责任。这应该导致精神卫生负担的减轻和发展严重精神障碍的风险,从而使属于少数群体的人更好地运作,并减轻保健系统的负担。
    The Coronavirus disease 2019 (COVID-19) pandemic, immigrant status and being a member of the LGBT+ community are all independent factors associated with increased stress levels. Few studies provide more complex analysis on this issue, and there has been no research on the cumulative burden of perceived stress that people belonging to both minorities experience in the current epidemiological situation. The aim of this study was to assess the ability to deal with an external situation during the third wave of the COVID-19 pandemic in Poland in the following groups with different stress levels (total sample n = 370): Polish heterosexual men (n = 202), heterosexual men from Ukraine (n = 131) and homo- and bisexual men (men who have sex with men-MSM) from Ukraine (n = 37). A Perceived Stress Scale (PSS-10) was used. The analysis of the survey did not show statistically significant differences between the three study groups in the general level of perceived stress (24.71, 24.77 and 26.49 points, respectively, p = 0.551), but it revealed numerous differences in coping with various aspects of everyday functioning between these groups. Negative assessment of one\'s own health proved to be the main factor negatively affecting the level of perceived stress, however specific health risks, medical history or the participants\' previous experience have not been taken into account in the study. Our research shows differences in the needs, resources and methods of coping with stress between men who are Polish citizens and migrants from Ukraine, both heterosexual and belonging to the MSM group. Proper identification and addressing of these needs, taking into account different availability of health services, could be the responsibility of NGOs or insurance providers. This should result in the reduction of mental health burdens and the risk of developing serious mental disorders, and consequently in better functioning of persons belonging to minorities and in a reduced burden on the health care system.
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  • 文章类型: Journal Article
    为了开发能够人工进化的系统,我们需要确定哪些系统可以产生复杂的行为。我们提出了一种适用于任何类确定性离散时空动力系统的新颖分类方法。该方法基于在进入循环之前对给定系统中平均计算时间的渐近行为进行分类。我们能够识别出一个关键的行为区域,该区域对应于从各种动态系统中的有序行为到混沌的相变。为了证明我们的方法可以应用于许多不同的计算系统,我们展示了细胞自动机分类的结果,图灵机,和随机布尔网络。Further,我们使用这种方法对2D元胞自动机进行分类,以自动找到那些有趣的,复杂的动力学。我们相信我们的工作可用于设计出现复杂结构的系统。此外,它可以用来比较现有的各种版本的开放式进化模型(Channon,2006;Ofria&Wilke,2004;雷,1991).
    In order to develop systems capable of artificial evolution, we need to identify which systems can produce complex behavior. We present a novel classification method applicable to any class of deterministic discrete space and time dynamical systems. The method is based on classifying the asymptotic behavior of the average computation time in a given system before entering a loop. We were able to identify a critical region of behavior that corresponds to a phase transition from ordered behavior to chaos across various classes of dynamical systems. To show that our approach can be applied to many different computational systems, we demonstrate the results of classifying cellular automata, Turing machines, and random Boolean networks. Further, we use this method to classify 2D cellular automata to automatically find those with interesting, complex dynamics. We believe that our work can be used to design systems in which complex structures emerge. Also, it can be used to compare various versions of existing attempts to model open-ended evolution (Channon, 2006; Ofria & Wilke, 2004; Ray, 1991).
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