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Spline NLMS Adaptive Filter Algorithm based on the Signed Regressor of Input Signal 基于输入信号符号回归量的样条NLMS自适应滤波算法
4区 工程技术 Q2 Engineering Pub Date : 2023-10-04 DOI: 10.24200/sci.2023.62258.7738
Hossein Tavakoli, Mohammad Shams Esfand Abadi
This paper presents a new spline adaptive filtering (SAF) algorithm based on signed regressor (SR) of input signal. The algorithm is called SR-SAF normalized least mean squares (SR-SAF-NLMS). The SR-SAF-NLMS is established through $L_{1}$-norm constraint to the proposed cost function. In this algorithm, the polarity of the input signal is used to adjust the weight coefficients and control point vectors. Therefore, the computational complexity, especially the number of multiplications, is significantly reduced. Furthermore, the performance of the SR-SAF-NLMS is close to the conventional SAF-NLMS. The good performance of the proposed algorithm is demonstrated through several simulation results in different scenarios.
提出了一种基于输入信号符号回归量的样条自适应滤波(SAF)算法。该算法称为SR-SAF归一化最小均方差(SR-SAF- nlms)。通过$L_{1}$-范数约束建立SR-SAF-NLMS。该算法利用输入信号的极性来调整权重系数和控制点向量。因此,大大降低了计算复杂度,特别是乘法次数。此外,SR-SAF-NLMS的性能接近传统SAF-NLMS。通过不同场景下的仿真结果验证了该算法的良好性能。
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引用次数: 0
A risk-return based mathematical model for resource allocation with considering the process resilience and continuity 考虑过程弹性和连续性的基于风险收益的资源分配数学模型
4区 工程技术 Q2 Engineering Pub Date : 2023-10-04 DOI: 10.24200/sci.2023.61263.7229
Mahnaz Ebrahimi-Sadrabadi, Bakhtiar Ostadi, Ali Husseinzadeh Kashan, Mohammad Mehdi Sepehri
In recent high-risk and changing world, optimal resource allocation is significant, which in case of inappropriate resource allocation, will cause significant damage to organizations. In resource allocation and where there is a lack of resources, it is imperative to processes continue and the process's resilience and the risks posed by these lack and unsuitable allocations. If resource allocation is not done properly or is done in short supply, there will be consequences, e.g., processes do not continue properly or are not resilient, or they will be increase in the risks of the processes. So, addressing the three mentioned issues such as organizational resilience, business continuity, and risks of the operational processes is of great importance in the problem of resource allocation. Also, the lack of integrated attention to the mentioned issues in the modeling of resource allocation in order to process optimization will lead to a decrease in resources’ utilization. Therefore, in this paper, a novel integrated mathematical model has been developed for resource allocation with considering the process resilience and continuity. Thus, the objective functions of the model are defined according to the four measures of optimal resource allocation such as return, risk, resilience and process continuity.
在当今高风险多变的世界中,资源的优化配置具有重要意义,如果资源配置不当,将对组织造成重大损失。在资源分配和缺乏资源的情况下,必须继续进行进程、进程的弹性以及这些缺乏和不适当分配所带来的风险。如果资源分配不当或供应不足,将会产生后果,例如,过程不能适当地继续或没有弹性,或者将增加过程的风险。因此,解决上述三个问题,如组织弹性、业务连续性和操作流程的风险,在资源分配问题中非常重要。此外,在资源分配建模中缺乏对上述问题的综合关注,以实现流程优化,也会导致资源利用率的下降。因此,本文建立了一种考虑过程弹性和连续性的资源分配综合数学模型。因此,根据收益、风险、弹性和过程连续性四个衡量资源最优配置的指标来定义模型的目标函数。
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引用次数: 0
Conservation Voltage Reduction Technology Yields Sustainable Electrifications: An Exploratory Study on Implementation Capability 节能降压技术实现可持续电气化:实施能力的探索性研究
4区 工程技术 Q2 Engineering Pub Date : 2023-10-01 DOI: 10.24200/sci.2023.60769.6979
M. Spertip, F. Karbalaei, A. Yazdaninejadi
Conservation voltage reduction (CVR) as a readily available technology can easily tackle line congestion besides meeting the energy conservation by a marginal reduction in the voltages of user-end nodes. Although CVR can help to yield clean and sustainable electrifications, application of this technology is limited owing to some unclear technical aspects such as response to industrial loads, load modeling type, and load estimation error. This paper aims at presenting a comprehensive analysis of the CVR process to shed light on the various aspects of this technology for operators who seek to implement it. To this end, CVR process is explored based on load composition on a typical feeder with three zones. Different sizes for active and reactive powers in consumers of those zones are taken into consideration. By doing so, not only CVR process with different load arrangements is explored but also effect of the dominant loads on feeders is unveiled. This study also deals with identifying which load modeling type show better robustness to modeling errors. Moreover, CVR process in the pointed cases are performed with a considerable error on the parameters of load models. The obtained results show that in spite of expectations, CVR may have different outputs.
节能降压(CVR)作为一种现成的技术,除了可以通过边际降低用户端节点电压来满足节能要求外,还可以很容易地解决线路拥塞问题。尽管CVR可以帮助实现清洁和可持续的电气化,但由于一些不明确的技术方面,例如对工业负载的响应,负载建模类型和负载估计误差,该技术的应用受到限制。本文旨在对CVR过程进行全面分析,为寻求实施该技术的运营商阐明该技术的各个方面。为此,在典型的三区馈线上,探讨了基于负荷组成的CVR过程。考虑到这些区域的用户的有功和无功功率的不同大小。这样,不仅探讨了不同负荷安排下的CVR过程,而且揭示了主导负荷对馈线的影响。本研究还涉及识别哪种负载建模类型对建模误差具有更好的鲁棒性。此外,在特定情况下进行的CVR过程对负荷模型的参数有较大的误差。所得结果表明,与预期不同,CVR可能会产生不同的输出。
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引用次数: 0
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 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 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 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 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 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 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 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
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Scientia Iranica
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