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Online Estimation of Transformer Hot Spot Temperature by Considering the Effects of Load Profile Modeling 考虑负荷剖面建模影响的变压器热点温度在线估计
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.24200/sci.2023.62478.7883
Khadijeh Moosavi, Hossein Mokhtari
One of the most valuable components in power systems is power transformer whose failure may result in a significant power loss. Therefore, one of the critical issues in power transformer operation is its health monitoring. Moreover, it was shown that the aging rate of transformers is very sensitive to the hot spot temperature, and when this temperature exceeds a threshold value, the aging rate increases. Given the fact that using temperature sensors in prefabricated and built-in transformers is not practical, thermal models are used to estimate transformer hot spot temperature. Since the transformer hot spot temperature is a key factor in the condition monitoring of a transformer, and in case it will exceed a threshold value, preventive actions should be taken in the proposed algorithm, the sensitivity of this important parameter with respect to the load profile sampling time is investigated. This paper proposes a fast online algorithm for the estimation of power transformer hot spot temperature by reducing the number of calculations without sacrificing accuracy. The proposed algorithm is applied to a 250 MVA transformer using MATLAB software. The results were compared with the actual factory test results and the efficiency of the proposed algorithm was shown.
电力变压器是电力系统中最有价值的部件之一,它的故障可能会导致严重的功率损失。因此,电力变压器的健康监测是电力变压器运行中的关键问题之一。结果表明,变压器的老化速率对热点温度非常敏感,当热点温度超过某一阈值时,变压器的老化速率增大。考虑到在预制和内置变压器中使用温度传感器是不现实的,使用热模型来估计变压器热点温度。由于变压器热点温度是变压器状态监测的关键因素,当热点温度超过某一阈值时,算法中需要采取预防措施,因此研究了这一重要参数对负荷剖面采样时间的敏感性。本文提出了一种快速在线估计电力变压器热点温度的算法,在不牺牲精度的前提下减少了计算次数。利用MATLAB软件将该算法应用于一台250 MVA变压器。结果与实际出厂测试结果进行了比较,证明了所提算法的有效性。
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引用次数: 0
A survey on the most practical signal processing methods in conditional monitoring in wind turbines 风电机组状态监测中最实用的信号处理方法综述
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-10-01 DOI: 10.24200/sci.2023.62911.8101
Reza Heibati, Ramin Alipour-Sarabi, Seyed Mohammad Taghi Bathaee
In the previous paper, diverse data acquisition methods based on data types for condition monitoring wind turbines is explored. The present study investigates advanced signal processing techniques in the field of condition monitoring of wind turbines. Methods include synchronous sampling, signal decomposition, envelope analysis, statistical evaluation, model-based approaches, Bayesian methods, and artificial intelligence techniques. Comparison and analysis of these methods and their applications in wind turbine fault detection and diagnosis are presented in this coming study. Moreover, the survey encompasses innovative approaches using various data sources, addressing challenges in components like bearings, gearboxes, blades, and generators. Insights into the evolution of data-driven decision-making in the wind energy sector are provided, with a focus on strengths, limitations, and future directions. A summarized table offers an overview of studies, highlighting monitored components, data types, and methods.
在上一篇文章中,针对风力发电机组状态监测,探讨了基于数据类型的多种数据采集方法。本文对风力发电机组状态监测领域的先进信号处理技术进行了研究。方法包括同步采样、信号分解、包络分析、统计评估、基于模型的方法、贝叶斯方法和人工智能技术。本文对这些方法进行了比较分析,并对其在风力机故障检测与诊断中的应用进行了分析。此外,该调查还包括使用各种数据源的创新方法,解决轴承、齿轮箱、叶片和发电机等部件的挑战。提供了对风能行业数据驱动决策演变的见解,重点是优势,局限性和未来方向。汇总表提供了研究的概述,突出显示了被监视的组件、数据类型和方法。
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引用次数: 0
Comprehensive Process of Multiportfolio Selection and Ordering 多投资组合选择与排序的综合过程
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-09-20 DOI: 10.24200/sci.2023.61721.7456
Shadi Khalil Moghadam, Farimah Mokhatab Rafiei, Mohammad Ali Rastegar
Portfolio optimization studies have traditionally assumed that portfolio managers manage only one portfolio. However, in reality, often manage multiple portfolios that can impact each other. This creates a need for fairness to all customers, which has led to the emergence of a new topic called "multiportfolio optimization". Previous studies have paid little attention to this issue, and the models used were not developed using real stock market data. These models were also limited to the selection phase and did not consider the ordering phase.This research provides a comprehensive process for addressing the multiportfolio problem, covering all sections from selection to ordering. It also implements the process using real stock market data. During this process, the market impact function is estimated using the I-STAR model for different stocks. The proposed model for market impact costs includes both permanent and temporary sections. The proposed models were tested using the Tehran Stock Exchange data in 2019.A comparison of the MPO model output with classical models indicates that the proposed model improves utility by an average of 15%. In the next phase, comparing the proposed ordering model with other models shows a reduction in market impact costs by an average of 26%.
投资组合优化研究传统上假设投资组合经理只管理一个投资组合。然而,在现实中,我们经常管理多个相互影响的投资组合。这创造了对所有客户公平的需求,这导致了一个新主题的出现,称为“多投资组合优化”。以往的研究对这一问题关注较少,所用的模型也不是基于真实的股票市场数据建立的。这些模型也仅限于选择阶段,而没有考虑订购阶段。本研究为解决多投资组合问题提供了一个全面的过程,涵盖了从选择到排序的所有部分。它还使用真实的股票市场数据实现了这一过程。在此过程中,使用I-STAR模型对不同股票的市场影响函数进行估计。拟议的市场影响成本模型包括永久部分和临时部分。提出的模型在2019年使用德黑兰证券交易所的数据进行了测试。MPO模型输出与经典模型输出的比较表明,提出的模型平均提高了15%的效用。在下一阶段,将提出的订货模型与其他模型进行比较,发现市场影响成本平均降低了26%。
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引用次数: 0
Optimizing a multi-objective master surgical scheduling under probabilistic length of stay and demand uncertainty 基于概率住院时间和需求不确定性的多目标主手术调度优化
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-09-20 DOI: 10.24200/sci.2023.59427.6248
Mohammad Ebrahimi, Arezoo Atighehchian, Majid Esmaelian
The Master surgical scheduling (MSS) program is used at the tactical level of operating room scheduling, and its optimal creation can reduce the waiting queue of patients, as well as hospital costs. The patients’ length of stay (LOS) has a great impact on the downstream resources management. The uncertain nature of LOS and surgeries demand increases the challenges of MSS creation. The aim of the article is to determine the MSS program integrated with combination of surgical operations of each block of the operating rooms. For this purpose, a novel mathematical model was proposed for multi-objective MSS problems with a probabilistic LOS. Then, the chance-constrained programming method was employed to cope with the uncertain demands. The ε-constraint method was used for small-scale problems. Moreover, two metaheuristic algorithms including the multi-objective gray wolf optimizer (MOGWO) and the non-dominated sorting genetic algorithm-II (NSGAII) were designed to deal with large-scale problems. Based on the results, the MOGWO outperforms the NSGAII in terms of both the MID measure and the run time. The sensitivity analysis on the capacity of the wards parameter at different levels of demand uncertainty was performed to help managers to decide about the appropriate capacity of the wards.
主手术调度(MSS)程序用于手术室调度的战术层面,其优化创建可以减少患者的等待队列,降低医院成本。患者的住院时间(LOS)对下游资源管理有很大的影响。LOS和手术需求的不确定性增加了MSS创建的挑战。本文的目的是确定与各块手术室手术相结合的MSS方案。为此,提出了一种新的具有概率LOS的多目标MSS问题的数学模型。然后,采用机会约束规划方法处理不确定需求。ε-约束方法用于求解小尺度问题。此外,设计了多目标灰狼优化算法(MOGWO)和非支配排序遗传算法- ii (NSGAII)两种元启发式算法来处理大规模问题。基于结果,MOGWO在MID度量和运行时间方面都优于NSGAII。通过对不同需求不确定性水平下病房容量参数的敏感性分析,帮助管理人员确定合适的病房容量。
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引用次数: 0
Re-Identification in Video Surveillance Systems Considering Appearance Changes 考虑外观变化的视频监控系统的再识别
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-09-10 DOI: 10.24200/sci.2023.57617.5331
Zahra Mortezaie, Hamid Hassanpour, Azeddine Beghdadi
Human behavior analysis and visual anomaly detection are important applications in fields such as video surveillance, security systems, intelligent houses, and elderly care. People re-identification is one of the main steps in a surveillance system that directly affects system performance; and variations in appearance, pose and scene illumination may be challenging issues for such system. Previous re-identification approaches faced limitations while considering appearance changes in their tracking task. This paper proposes a new approach for people re-identification using a descriptor which is robust to appearance changes. In our proposed method the enhanced Gaussian of Gaussian (GOG) and the Hierarchical Gaussian Descriptors (HGDs) are employed to extract feature vectors from images. Experimental results on a number of commonly used people re-identification databases imply the superiority of the proposed approach in people re-identification compared to other existing approaches.
人类行为分析和视觉异常检测是视频监控、安防系统、智能住宅、养老等领域的重要应用。人员再识别是直接影响系统性能的监控系统的主要步骤之一;而外观、姿势和场景照明的变化可能是这种系统面临的挑战。以前的再识别方法在跟踪任务中考虑到外观变化时存在局限性。本文提出了一种基于描述符的人物再识别方法,该方法对人物的外观变化具有鲁棒性。该方法采用增强高斯中的高斯(GOG)和分层高斯描述子(HGDs)对图像进行特征向量提取。在多个常用的人物再识别数据库上的实验结果表明,该方法在人物再识别方面优于其他现有方法。
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引用次数: 0
A review of convective heat transfer in cavity-channel assemblies 腔道组件对流换热研究进展
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-09-10 DOI: 10.24200/sci.2023.61315.7246
Ahmed Kadhim Hussein, Amaal Abdul Razaq Abdul Hussein, Awatef Abidi, Muneer A. Ismael, Ahmed B. Mahdi, Bashar S. Bashar, Farhan Lafta Rashid, Raad Z. Homod, Obey Younis, Lioua Kolsi, Ali J. Chamkha
Convective heat transfer induced in open cavities is one of the main pillars that the topic of energy saving relies on. Thus, scanning and evaluation of works dealing with such a topic is of crucial importance. This article reviews and categorizes the results of researches on mixed convection in open cavity connected with a channel, and highlighting the gap that researchers should fill in future works. It is found that the best heat and mass transfer is attained when the source of heat and/or species is located at a vertical wall of the cavity where it opposites the direction of the flow. The review has demonstrated that the Reynolds number augments the mixed convection, while the magnetic field suppress it. The review has revealed that the experimental studies are relatively scare where it 10% of the total reviewed studies, while those dealing with nanofluids and porous media are 9% for each. It is found that the process of injection or aspiration of the flow have received very few studies despite its promised improvement of the heat and mass transfer. Furthermore, few researches have studied the contamination removing from the cavity. Thus, more attention is required to fill these two gaps.
空腔内的对流换热是节能研究的主要支柱之一。因此,扫描和评价处理这一主题的作品是至关重要的。本文对有通道连通的开腔内混合对流的研究成果进行了综述和分类,并指出了今后研究工作中需要填补的空白。研究发现,当热源和/或物质源位于与流动方向相反的空腔垂直壁面时,传热传质效果最佳。研究表明,雷诺数增强了混合对流,而磁场抑制了混合对流。综述表明,实验研究相对较少,仅占综述研究总数的10%,而纳米流体和多孔介质研究各占9%。研究发现,流体的注入或抽吸过程虽然有望改善传热传质,但研究却很少。此外,对腔内污染物去除的研究较少。因此,需要更多的注意来填补这两个空白。
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引用次数: 0
Effects of groundwater table on buried pipeline response to a surface explosion 地下水位对地下管线对地面爆炸响应的影响
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-09-03 DOI: 10.24200/sci.2023.60029.6559
Mohamad Taghi Ahmadi, F. Ershadi
Groundwater table is a fluctuating factor changing soil structure and affecting pipes' response to any load, such as an explosion. After validation with the results of previous studies, several numerical models were elaborated with ten different groundwater levels and two states of 1. Empty, 2. Pressurized for a buried pipe to investigate this for an explosion load. These simulations were solved by a Finite Element Method (FEM) solver. This research only studies the effects of non-cohesive soils and neglects the semi-saturated part of the soil for simplicity. The pipe's effective stress and plastic strain in each scenario were studied. The results state that the most critical scenario is when the water table is around the pipe crown, whether the pipe is empty or pressurized, with considerable excess stress compared to the absence of groundwater table. The deformation mode is also hugely affected by the water table, changing from local, forming a dent, to non-local. The internal pressure of the pipe also considerably reduces the pipe stresses and strains whether the surrounding soil is saturated or dry. Such results are certainly impactful in efficiently designing buried pipelines, which most existing guidelines and codes have not considered.
地下水位是改变土壤结构的波动因子,影响管道对任何荷载(如爆炸)的响应。在与前人研究结果验证的基础上,建立了10种不同地下水位和2种状态下的数值模型。空的,2。为埋地管道加压以研究爆炸载荷。利用有限元求解器对这些模拟进行了求解。为简便起见,本研究只研究了非粘性土的影响,忽略了土的半饱和部分。研究了各工况下管道的有效应力和塑性应变。结果表明,最关键的情况是当地下水位在管道顶部附近时,无论管道是空的还是加压的,与没有地下水位相比,有相当大的超额应力。变形模式受地下水位的影响也很大,从局部形成凹痕到非局部变形。无论周围土壤是饱和的还是干燥的,管道的内压也会大大降低管道的应力和应变。这些结果对于有效地设计埋地管道无疑是有影响的,而大多数现有的指导方针和规范都没有考虑到这一点。
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引用次数: 0
Sustainable thermochemical energy storage through eco-friendly zeolites - A characterization study 生态友好型沸石可持续热化学储能的表征研究
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-09-03 DOI: 10.24200/sci.2023.59415.6231
Ankammarao Padamurthy, Jalaiah Nandanavanam, Parameshwaran Rajagopalan
Judicious utilization of natural resources always helps protect the environment from several ill-effects. This paper was aimed at exploring the merits of natural and environment friendly zeolites towards sustainable thermochemical energy storage. Sorption behaviour of selected zeolites were investigated using a differential thermogravimetric analyser. The desorption kinetics was studied by heating the materials from room temperature to 600 °C. The materials lose their water molecules on heating and become anhydrous mostly around 300 °C. The desorption enthalpies due to heating were noted to decrease with increase of heating rate, and found low for Zeolite-Mordenite (334.5 J g-1) and high for Molecular Sieves-4A (1060 J g-1). Materials’ adsorption enthalpies were determined by subjecting them to single cycle tests comprising of heating, cooling and hydration processes in sequence. The desorption and adsorption enthalpies of a single cycle were found to vary with the material and temperature program used. To understand the desorption and adsorption kinetics better, the materials were also tested on X-ray photoelectron spectroscopy, Brunauer–Emmet–Teller, and thermal constants analysers respectively for their elemental composition, structural properties, and thermal conductivity. This paper concludes that many of the naturally available zeolites stand as potential candidates for a sustainable thermochemical energy storage and recovery.
明智地利用自然资源总是有助于保护环境免受一些不良影响。本文旨在探讨天然和环境友好型沸石在可持续热化学储能方面的优点。用差示热重分析仪研究了所选沸石的吸附行为。通过将材料从室温加热到600℃,研究了解吸动力学。这些材料在加热时失去水分子,在300°C左右变得无水。升温解吸焓随升温速率的增加而降低,沸石-丝光沸石的解吸焓较低(334.5 J g-1),分子筛- 4a的解吸焓较高(1060 J g-1)。材料的吸附焓由加热、冷却和水化过程组成的单循环试验确定。发现单循环的解吸和吸附焓随所用材料和温度程序的不同而变化。为了更好地了解脱附和吸附动力学,我们还分别用x射线光电子能谱、brunauer - emet - teller和热常数分析仪对材料进行了元素组成、结构性质和导热系数的测试。本文的结论是,许多天然可用的沸石是可持续热化学能量储存和回收的潜在候选者。
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引用次数: 0
Functionally graded nanobeams subjected to large deflection by considering surface effects 考虑表面效应的功能梯度纳米梁的大挠度
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-09-03 DOI: 10.24200/sci.2023.60997.7113
Yasser Taghipour, Moslem Zeinali
In the current study, structurally graded nanobeams with distributed load are subjected to a large deflection analysis that takes surface effects into account. The nanobeams Young's elasticity modulus changes with thickness under a power-law function. The displacement elements are presented, generalization of the Young-Laplace formula is employed to account for the surface effects, and the total Lagrangian finite element formulation is utilized to get the outcomes by cracking the system of nonlinear differential equations founded on the Timoshenko beams theory. The reliability and correctness of the findings are confirmed by comparison with previously published publications. The investigation is done into how various characteristics, including length-to-thickness ratio, material gradient index, boundary conditions, and surface effects, affect the outcomes. The findings demonstrate that, in the presence of surface effects, residual surface tension plays a significant influence on the deflection of nanobeams. Additionally, a comparison of the power-law and exponential kinds of FG distribution is conducted in this study, and it is discovered that the FG materials with the power-law distribution are more applicable since they are less susceptible to surface effects than the exponential type.
在本研究中,考虑表面效应,对具有分布载荷的结构梯度纳米梁进行了大挠度分析。纳米梁的杨氏弹性模量随厚度呈幂律函数变化。提出了位移单元,推广了Young-Laplace公式来解释表面效应,并利用全拉格朗日有限元公式对建立在Timoshenko梁理论基础上的非线性微分方程组进行求解。通过与先前发表的出版物的比较,证实了研究结果的可靠性和正确性。研究了各种特性,包括长厚比、材料梯度指数、边界条件和表面效应如何影响结果。研究结果表明,在存在表面效应的情况下,残余表面张力对纳米梁的挠度有显著影响。此外,本研究还对幂律型和指数型FG分布进行了比较,发现幂律型FG材料比指数型FG材料更适用,因为它们不容易受到表面效应的影响。
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引用次数: 0
Moving Average Control Charts using Uncertain Information for Various Sampling Schemes 使用不确定信息的各种抽样方案的移动平均控制图
4区 工程技术 Q2 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2023-09-03 DOI: 10.24200/sci.2023.59210.6111
Muhammad Aslam, Srinivasa Rao Gadde, Nasrullah Khan
Present article proposes the neutrosophic moving average (NMA) control chart under neutrosophic statistics (NS) based on multiple dependent state (MDS), Repetitive and multiple dependent state repetitive (MDSR) sampling schemes. The neutrosophic moving average control chart is useful to monitor the process mean in the industries when the measurements expressed in terms of uncertainty or fuzzy or interval. In this circumstance, the existing monitoring designs could not be useful for the monitoring of mean accident or injury data. In the present investigation neutrosophic moving average control chart is developed under the NS. The chart coefficients of the proposed control chart are obtained using Monte Carlo simulation under NS. A comparative study between the three sampling schemes of neutrosophic moving average control chart under neutrosophic statistics (NS) is given. Two real examples from accident and injury data are taken to investigate the accomplishment of the proposed chart. Based on the simulation study and real data, the proposed chart is out performed over the existing control charts.
提出了基于多依赖状态(MDS)、重复(repeat)和多依赖状态重复(MDSR)采样方案的中性统计(NS)下的中性移动平均(NMA)控制图。中性移动平均控制图用于工业中测量值以不确定性、模糊性或区间表示时的过程均值监测。在这种情况下,现有的监测设计不能用于监测平均事故或伤害数据。在本研究中,在NS下建立了嗜中性移动平均控制图。采用蒙特卡罗仿真方法在NS条件下得到了控制图的图系数。对中性粒细胞统计(NS)下的三种中性粒细胞移动平均控制图抽样方案进行了比较研究。从事故和伤害数据的两个真实的例子来调查所提出的图表的完成。基于仿真研究和实际数据,本文提出的控制图优于现有的控制图。
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引用次数: 0
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Scientia Iranica
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