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Strategies on the Optimization of Thermoelectric Systems for Heat Transfer Applications: State of the Art Review 传热应用热电系统优化策略:最新技术综述
Pub Date : 2024-02-05 DOI: 10.4028/p-e8dsn5
Middela Mohith Venkatesh, B. Bakthavatchalam, Raghvendran Pala Raviramachandran, N. Shaik, Omar A. Hussein, Namdev Ashok Patil
Thermoelectric technology is one of the fast-developing technologies in the present days due to its excellent heat transfer and heat conversion capabalities. This uses the electromotive force produced by the temperature difference at each end of the device to produce electricity and vice versa. There are various applications developed based on this thermoelectric technology which includes thermoelectric coolers, thermoelectric generators, and thermoelectric air conditioners. This paper provides a comprehensive analysis of thermoelectric (TE) technologies, starting with a complete summary of their working principles explaining the effects like Seebeck, Peltier, and Thomson effects, as well as optimization techniques, applications, semi-conductor materials used, and potential future developments.
热电技术因其出色的传热和热转换能力而成为当今快速发展的技术之一。它利用设备两端的温差产生的电动势来发电,反之亦然。基于热电技术开发的各种应用包括热电冷却器、热电发电机和热电空调。本文对热电(TE)技术进行了全面分析,首先对其工作原理进行了全面总结,解释了塞贝克效应、珀尔帖效应和汤姆逊效应等效应,以及优化技术、应用、使用的半导体材料和未来的潜在发展。
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引用次数: 0
Experimental Analysis of Cryogenic-Treated Single Tubular Electrodes in Micro-EDM Using CRITIC-MOORA Based Integrated Approach 使用基于 CRITIC-MOORA 的集成方法对微线切割中低温处理的单管电极进行实验分析
Pub Date : 2024-02-05 DOI: 10.4028/p-ria4fs
Nivin Vincent, F. R. John
The current research focuses on the viability of rotating, single tubular brass electrodes undergoing shallow cryogenic treatment (at -140°C) before micro-drilling austenitic stainless steel SS316L with the electrical discharge machining process. In order to study and achieve a better rate of material removal and a lower rate of electrode wear, the Taguchi L18 experimental matrix representing the four variables, current, duty cycle, capacitance level, and gap voltage was examined. Regular tap water served as the dielectric fluid to uphold the sustainability concept of the machining experiments and an integrated hybrid approach incorporating CRITIC (criteria importance through inter-criteria correlation) weight determination method and MOORA (multi-objective optimization by the ratio analysis) was applied for decision making. The weight fractions (significance) for MRR and EWR were found to be 0.5532 and 0.4467, respectively and the MOORA method converted multiple objective parameters into a single objective function with weight fractions assigned to each of them. An ideal parameter combination highlighting the dominant significance of duty cycle, pulse current, capacitance level and gap voltage with corresponding values of 70%-18A-1-34V was obtained and the results were substantiated with relevant confirmation experiments. The highest MRR achieved is 10.0961 mm³/min and the lowest EWR is found to be 3.9640 mm³/min. Moreover, the electrode tip regions, the micro holes, and the surrounding workpiece surfaces were also thoughtfully scrutinized and contrasted using scanning electron micrographs (SEM), which validates the worth and significance of cryogenically frozen electrodes in successful micro-drilling of SS316L material.
目前的研究重点是旋转式单管黄铜电极在使用放电加工工艺对奥氏体不锈钢 SS316L 进行微钻孔之前进行浅低温处理(-140°C)的可行性。为了研究并实现更高的材料去除率和更低的电极磨损率,研究人员采用了代表电流、占空比、电容水平和间隙电压四个变量的 Taguchi L18 实验矩阵。为坚持加工实验的可持续性理念,采用了普通自来水作为介电流体,并结合 CRITIC(通过标准间相关性确定标准重要性)权重确定法和 MOORA(通过比率分析进行多目标优化)的综合混合方法进行决策。结果发现,MRR 和 EWR 的权重分数(重要性)分别为 0.5532 和 0.4467,MOORA 方法将多个目标参数转换为一个单一的目标函数,并为每个参数分配了权重分数。得出了一个理想的参数组合,突出了占空比、脉冲电流、电容水平和间隙电压的主导地位,其相应值为 70%-18A-1-34V,并通过相关的确认实验证实了结果。最高 MRR 为 10.0961 mm³/min,最低 EWR 为 3.9640 mm³/min。此外,还使用扫描电子显微镜(SEM)对电极尖端区域、微孔和周围工件表面进行了细致的检查和对比,从而验证了低温冷冻电极在成功微钻 SS316L 材料方面的价值和意义。
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引用次数: 0
Multi-Objective Optimization of a Three Degree-of-Freedom Translational Parallel Kinematic Machine with Coplanar Rails 带共面导轨的三自由度平移并联运动机械的多目标优化
Pub Date : 2024-02-05 DOI: 10.4028/p-m2sh5b
Joy Sukumar Patnala, A. B. K. Rao, Sanjay K Darvekar
Several advancements in the field of parallel manipulators have taken place in recent days as they offer many advantages over serial manipulators in terms of accuracy, agility, stiffness, speed, etc. The Parallel Kinematic Machines (PKMs) with lower Degree of Freedom (DoF) joints are being explored for a variety of industrial applications and, in particular, machining applications as these offer more accuracy, high machining capability, and more stiffness. This research work focuses on the modeling, kinematics, workspace and dexterity analyses of a 3DoF Translational PKM having coplanar rails along the Cartesian axes: -X, +X, +Y. Actuation of sliders, independently along the respective rails, offer the tool platform pure translational motion. Fixed length links are used to connect the sliders and tool platform. The PKM under study is modeled in CATIA. Inverse kinematics and workspace analysis are carried out using the performance indices, namely, Workspace Volume Index (WVI) and Global Condition Index (GCI). Attempts are also made to find the optimal dimensions of the PKM through multi-objective optimization using Genetic Algorithms in MATLAB. The methodology presented is helpful to predict the PKM's performance capability while the results obtained are helpful for the development of a physical prototype necessary for further experimental investigations.
并联机械手在精度、灵活性、刚度、速度等方面比串联机械手具有许多优势,因此近年来在并联机械手领域取得了一些进展。具有较低自由度(DoF)关节的并联机械手(PKM)正被用于各种工业应用,特别是机械加工应用,因为这些机械手具有更高的精度、更强的加工能力和更大的刚度。这项研究工作的重点是对沿笛卡尔轴(-X、+X、+Y)共面导轨的 3DoF 横向 PKM 进行建模、运动学、工作空间和灵巧性分析。滑块沿各自的轨道独立驱动,为工具平台提供纯平移运动。滑块和工具平台之间采用固定长度的链接连接。所研究的 PKM 在 CATIA 中建模。使用性能指数,即工作空间体积指数(WVI)和全局状态指数(GCI),进行了逆运动学和工作空间分析。此外,还尝试使用 MATLAB 中的遗传算法,通过多目标优化找到 PKM 的最佳尺寸。所提出的方法有助于预测 PKM 的性能能力,而获得的结果则有助于开发进一步实验研究所需的物理原型。
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引用次数: 0
Investigation on Influence of Die Electric Medium in Electrical Discharge Machining of Monel 400 Alloy 放电加工 Monel 400 合金时模具电介质影响的研究
Pub Date : 2024-02-05 DOI: 10.4028/p-hbh0yr
Madhanagopal Manoharan, Sudalai Perumal, Arivendhan Ajithram, S. D. Kumar, J. Ekanthamoorthy
Electrical Discharge Machining (EDM) is a non-conventional thermal energy based erosive process, which primarily applied for machining hard materials. Material Removal Rate (MRR) and surface roughness are the response parameters used to characterize the dielectric nature of the machined surface in EDM process. Addition of ingredients in the dielectric fluid improves the properties of fluid for better machining of the samples. The dielectric fluid medium plays a key role in controlling the electrical discharge and heat absorption, thereby removes the debris and cools the work piece during the machining process. In the current study, comprehensive work is done by investigating the effect of different dielectric fluid medium on machining parameters of EDM process with the addition of different powders in the dielectric fluid, which results in high precise and better topography in the machined part surface. Addition of powders such as Titanium (Ti), Silicon (Si), Graphite (Gr), Copper (Cu) and Aluminium Oxide (Al2O3) in dielectric fluid increases the convection property in the work piece tool interaction with increase in the micro-hardness of material. This work analyses the performance study of Electrical Discharge Machining (EDM) of Monel 400 alloys, which can be improved by adding metallic powder into the dielectric medium. Material Removal Rate (MRR) is measured in the samples machined out of EDM process. In addition, Taguchi L27 Orthogonal Array is formulated for conducting machining in a sequential order to understand the implications of machined process parameters on the material removal rate over different dielectric mediums. It is found that the Aluminium oxide, graphite powder mix with EDM oil gives better material removal rate and less machining time. Furthermore, the introduction of Cu powders in the dielectric fluid provides better machinability response parameters. But it is preferable to parts with high slenderness ratio especially holes.
放电加工(EDM)是一种基于热能的非常规侵蚀工艺,主要用于加工硬质材料。材料去除率(MRR)和表面粗糙度是用来描述放电加工过程中加工表面介电性质的响应参数。在介电流体中添加成分可以改善介电流体的特性,从而更好地加工样品。介电流体介质在控制放电和吸热方面起着关键作用,从而在加工过程中清除碎屑并冷却工件。在当前的研究中,通过研究不同介质介质对电火花加工过程中加工参数的影响,并在介质介质中添加不同粉末,从而获得高精度和更好的加工零件表面形貌。在介电流体中添加钛(Ti)、硅(Si)、石墨(Gr)、铜(Cu)和氧化铝(Al2O3)等粉末可增加工件与工具相互作用的对流特性,同时提高材料的微硬度。本研究分析了 Monel 400 合金放电加工(EDM)的性能研究,通过在介电介质中添加金属粉末,可以改善放电加工的性能。测量了放电加工过程中加工出的样品的材料去除率(MRR)。此外,还制定了 Taguchi L27 正交阵列,按顺序进行加工,以了解加工过程参数对不同介质材料去除率的影响。结果发现,氧化铝、石墨粉与放电加工油混合后,材料去除率更高,加工时间更短。此外,在电介质中加入铜粉可提供更好的加工性能响应参数。但它更适用于细长比高的零件,尤其是孔。
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引用次数: 0
Investigation on Influence of Die Electric Medium in Electrical Discharge Machining of Monel 400 Alloy 放电加工 Monel 400 合金时模具电介质影响的研究
Pub Date : 2024-02-05 DOI: 10.4028/p-hbh0yr
Madhanagopal Manoharan, Sudalai Perumal, Arivendhan Ajithram, S. D. Kumar, J. Ekanthamoorthy
Electrical Discharge Machining (EDM) is a non-conventional thermal energy based erosive process, which primarily applied for machining hard materials. Material Removal Rate (MRR) and surface roughness are the response parameters used to characterize the dielectric nature of the machined surface in EDM process. Addition of ingredients in the dielectric fluid improves the properties of fluid for better machining of the samples. The dielectric fluid medium plays a key role in controlling the electrical discharge and heat absorption, thereby removes the debris and cools the work piece during the machining process. In the current study, comprehensive work is done by investigating the effect of different dielectric fluid medium on machining parameters of EDM process with the addition of different powders in the dielectric fluid, which results in high precise and better topography in the machined part surface. Addition of powders such as Titanium (Ti), Silicon (Si), Graphite (Gr), Copper (Cu) and Aluminium Oxide (Al2O3) in dielectric fluid increases the convection property in the work piece tool interaction with increase in the micro-hardness of material. This work analyses the performance study of Electrical Discharge Machining (EDM) of Monel 400 alloys, which can be improved by adding metallic powder into the dielectric medium. Material Removal Rate (MRR) is measured in the samples machined out of EDM process. In addition, Taguchi L27 Orthogonal Array is formulated for conducting machining in a sequential order to understand the implications of machined process parameters on the material removal rate over different dielectric mediums. It is found that the Aluminium oxide, graphite powder mix with EDM oil gives better material removal rate and less machining time. Furthermore, the introduction of Cu powders in the dielectric fluid provides better machinability response parameters. But it is preferable to parts with high slenderness ratio especially holes.
放电加工(EDM)是一种基于热能的非常规侵蚀工艺,主要用于加工硬质材料。材料去除率(MRR)和表面粗糙度是用来描述放电加工过程中加工表面介电性质的响应参数。在介电流体中添加成分可以改善介电流体的特性,从而更好地加工样品。介电流体介质在控制放电和吸热方面起着关键作用,从而在加工过程中清除碎屑并冷却工件。在当前的研究中,通过研究不同介质介质对电火花加工过程中加工参数的影响,并在介质介质中添加不同粉末,从而获得高精度和更好的加工零件表面形貌。在介电流体中添加钛(Ti)、硅(Si)、石墨(Gr)、铜(Cu)和氧化铝(Al2O3)等粉末可增加工件与工具相互作用的对流特性,同时提高材料的微硬度。本研究分析了 Monel 400 合金放电加工(EDM)的性能研究,通过在介电介质中添加金属粉末,可以改善放电加工的性能。测量了放电加工过程中加工出的样品的材料去除率(MRR)。此外,还制定了 Taguchi L27 正交阵列,按顺序进行加工,以了解加工过程参数对不同介质材料去除率的影响。结果发现,氧化铝、石墨粉与放电加工油混合后,材料去除率更高,加工时间更短。此外,在电介质中加入铜粉可提供更好的加工性能响应参数。但它更适用于细长比高的零件,尤其是孔。
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引用次数: 0
Transforming Carbide Lime Waste into Marketable PCC: Effect of Mechanical Disturbance 将硬质合金石灰废料转化为适销对路的 PCC:机械干扰的影响
Pub Date : 2024-02-05 DOI: 10.4028/p-ycuq6s
E. M. Salleh, Rohaya Othman, S. N. M. Sabri, Z. Mahim
The acetylene market is anticipated to be driven by the growing applications across numerous industries particularly chemical synthesis, oxy-acetylene welding, and metal cutting. Attributable to wide-range uses, acetylene witnesses stable growth in the global market. However, the production of acetylene results in increasing generation of carbide lime waste that is classified as a scheduled waste under Malaysian Environmental Quality Act: EQA 1974 (SW427) due to its high alkalinity. The rising amount of the waste has warranted the need for repurposing its usage to avert handling and disposal difficulties. In overcoming this crucial environmental issue, the carbide lime waste was transformed into a more marketable product so-called precipitated calcium carbonate (PCC) via feasible carbonation, promoted using natural sucrose solution. During the carbonation process, stirring rate was manipulated (i.e 300, 500, 700 and 1000 rpm) in investigating its effects on the PCC formation. Increasing the mechanical disturbance resulted in significant time reduction from 28 minutes to only 9 minutes and particle refinement. The production of PCC with purity above 98% suggested that the carbide lime waste was successfully transformed into high-grade PCC, which not only may help in preserving environmental sustainability yet can also offer profitable return to industry.
乙炔市场预计将受到众多行业(尤其是化学合成、氧-乙炔焊接和金属切割)应用增长的推动。由于用途广泛,乙炔在全球市场上保持稳定增长。然而,乙炔的生产会产生越来越多的电石灰废料,根据《马来西亚环境质量法》,电石灰废料被列为表列废料:EQA 1974》(SW427)的规定,因其碱性较高而被列为计划废物。随着废料数量的增加,有必要对其进行重新利用,以避免处理和处置方面的困难。为了解决这一关键的环境问题,我们利用天然蔗糖溶液,通过可行的碳酸化将碳化石灰废料转化为更适销的产品,即沉淀碳酸钙(PCC)。在碳化过程中,对搅拌速率进行了调整(即 300、500、700 和 1000 rpm),以研究其对 PCC 形成的影响。增加机械干扰可使时间从 28 分钟大幅缩短至 9 分钟,并使颗粒细化。生产出纯度超过 98% 的 PCC 表明,硬质合金石灰废料已成功转化为高级 PCC,这不仅有助于保护环境的可持续性,还能为工业带来丰厚的利润回报。
{"title":"Transforming Carbide Lime Waste into Marketable PCC: Effect of Mechanical Disturbance","authors":"E. M. Salleh, Rohaya Othman, S. N. M. Sabri, Z. Mahim","doi":"10.4028/p-ycuq6s","DOIUrl":"https://doi.org/10.4028/p-ycuq6s","url":null,"abstract":"The acetylene market is anticipated to be driven by the growing applications across numerous industries particularly chemical synthesis, oxy-acetylene welding, and metal cutting. Attributable to wide-range uses, acetylene witnesses stable growth in the global market. However, the production of acetylene results in increasing generation of carbide lime waste that is classified as a scheduled waste under Malaysian Environmental Quality Act: EQA 1974 (SW427) due to its high alkalinity. The rising amount of the waste has warranted the need for repurposing its usage to avert handling and disposal difficulties. In overcoming this crucial environmental issue, the carbide lime waste was transformed into a more marketable product so-called precipitated calcium carbonate (PCC) via feasible carbonation, promoted using natural sucrose solution. During the carbonation process, stirring rate was manipulated (i.e 300, 500, 700 and 1000 rpm) in investigating its effects on the PCC formation. Increasing the mechanical disturbance resulted in significant time reduction from 28 minutes to only 9 minutes and particle refinement. The production of PCC with purity above 98% suggested that the carbide lime waste was successfully transformed into high-grade PCC, which not only may help in preserving environmental sustainability yet can also offer profitable return to industry.","PeriodicalId":8039,"journal":{"name":"Applied Mechanics and Materials","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139864036","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bismuth Nanoparticles Modified Indium Tin Oxide-Coated with Polyethene Terephthalate Electrode Using Hydrothermal Method for Pb Detection 利用水热法检测铋纳米粒子修饰的聚对苯二甲酸乙二醇酯氧化铟锡电极
Pub Date : 2024-01-09 DOI: 10.4028/p-31dghs
Nurul Hidayah Ramli, Noorhashimah Mohamad Nor, Liew Xian Yun, K. A. Razak
Heavy metal elements are elements with comparatively high density and are dangerous even in a minimal quantity as they can persist in the environment. The electrochemical sensor can play an essential role in detecting heavy metals. However, the electrochemical sensor has drawbacks, such as low sensitivity and a high detection limit. Bismuth nanoparticles (BiNPs) can improve the sensitivity and lower the detection limit of an electrochemical sensor by modifying the working electrode. In this study, BiNPs produced by the hydrothermal method were drop-casted on the indium-tin-oxide (ITO) coated with polyethene terephthalate (PET) film (BiNPs/ITO-PET). The effect of the hydrothermal reaction was studied by varying the hydrothermal reaction period (5, 6, 7, and 8 h). X-ray Diffraction (XRD) was used to characterize the phase presence, and the morphology of BiNPs was characterized using a transmission electron microscope (TEM). The BiNPs/ITO-PET electrode was subjected to electrochemical characterization using cyclic voltammetry (CV) and the detection of Pb(II) using differential pulse anodic stripping voltammetry (DPASV). The BiNPs/ITO-PET electrode showed good electrochemical performance in detecting Pb(II).
重金属元素是一种密度相对较高的元素,即使是极少量的重金属元素也会在环境中持续存在,因此非常危险。电化学传感器在检测重金属方面发挥着重要作用。然而,电化学传感器存在灵敏度低、检测限高等缺点。纳米铋粒子(BiNPs)可以通过改变工作电极来提高电化学传感器的灵敏度并降低检测限。本研究将水热法制备的 BiNPs 滴铸在涂有聚对苯二甲酸乙二酯(PET)薄膜的氧化铟锡(ITO)上(BiNPs/ITO-PET)。通过改变水热反应周期(5、6、7 和 8 小时)研究了水热反应的影响。使用 X 射线衍射 (XRD) 表征了相的存在,并使用透射电子显微镜 (TEM) 表征了 BiNPs 的形态。使用循环伏安法(CV)对 BiNPs/ITO-PET 电极进行了电化学表征,并使用差分脉冲阳极剥离伏安法(DPASV)检测了铅(II)。BiNPs/ITO-PET 电极在检测铅(II)方面表现出良好的电化学性能。
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引用次数: 0
Modular Battery Management System Concept for Medium-High Voltage System 中高压系统的模块化电池管理系统概念
Pub Date : 2024-01-09 DOI: 10.4028/p-z4mvyk
Muhammad Nizam, E. Dyartanti, Agus Purwanto, F. Adriyanto, Anif Jamaluddin, C. Apribowo, H. S. E. A. Gustiana, Sony Adyatama, Rizal Mujaddid Irsyad, Geovani Rahmad Illahi, Hilwan Hafidzsyah, Muhammad Farrel Akhsya
The development of lithium batteries as an energy storage system is getting higher equal to the development of eco-friendly energy needs. However, lithium batteries have disadvantages in electrical and temperature interference. Series and parallel configuration causes voltage imbalance and leads to degradation performance of the battery. The focus of the research is the development of BMS with voltage monitoring and balancing features for the 12-series battery pack configuration. Monitoring can be done by observing electrical parameters, are cell voltage and battery temperature. The results of the simulation and modeling of BMS and Lithium-ion Battery show that the flat-zone voltage on the LFP UNS battery is in the 10-90% SoC range (generally SoC 20-80%), and the characteristics of lithium battery are current affects the battery voltage curve (high current causes a high voltage drop), while temperature affects the internal resistance (low temperature causes an increase in internal resistance). The BMS hardware monitoring test shows the accuracy and precision of the voltage sensor at 99.7064% and 99.9998%, while the temperature sensor performs the accuracy and precision of 95.4909% and 100%, respectively. The passive balancing method with Switched Shunt Resistor shows a nominal balancing current of about 170mA with a 20mV voltage drop.
随着生态友好型能源需求的发展,锂电池作为一种储能系统的应用也越来越广泛。然而,锂电池在电气和温度干扰方面存在缺点。串联和并联配置会造成电压不平衡,导致电池性能下降。研究的重点是开发具有电压监控和平衡功能的 BMS,用于 12 串电池组配置。监测可通过观察电参数(电池电压和电池温度)来实现。BMS 和锂离子电池的模拟和建模结果表明,LFP UNS 电池的平区电压在 10-90% SoC 范围内(一般 SoC 为 20-80%),锂电池的特性是电流影响电池电压曲线(大电流导致高电压下降),而温度影响内阻(低温导致内阻增加)。BMS 硬件监控测试表明,电压传感器的准确度和精确度分别为 99.7064% 和 99.9998%,温度传感器的准确度和精确度分别为 95.4909% 和 100%。使用开关分流电阻器的无源平衡方法显示,额定平衡电流约为 170mA,压降为 20mV。
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引用次数: 0
Comparison of Artificial Neural Fuzzy Inference System (ANFIS) and Response Surface Methodology (RSM) Model in Predicting the Outlet Flow Rate of Passive Treatment System Column 人工神经模糊推理系统 (ANFIS) 与响应面法 (RSM) 模型在预测被动式处理系统水柱出口流量方面的比较
Pub Date : 2024-01-09 DOI: 10.4028/p-4q7mqr
Ku Esyra Hani Ku Ishak, Ooi Wei Jie, Khairul Yusra Khairul Anuar, Suhaina Ismail, Mohd Syazwan Mohd Halim
Acid mine drainage (AMD) is one of the major environmental problems the mining and mineral processing industries face. Treatment of AMD involves active and passive treatment. In the long term, passive treatment is the most effective way to treat acid mine drainage, but it can be expensive. if handled properly. Therefore, the study of flow rate in a passive treatment system is one of the important ways to identify optimum hydraulic retention time to ensure the maximum percentage of heavy metal removal can be achieved while keeping the cost to a minimum level. This study focused on developing and comparing the Response Surface Methodology (RSM) model and Artificial Neural Fuzzy Inference System (ANFIS) model to predict the outlet flow rate of the passive treatment system column based on three parameters inlet flow time, thickness of peat soil bed, and inlet flow rate. The RSM model was created by Design-Expert software whereas MATLAB created the ANFIS model with 80% of data used for the model training and 20% of the data for model testing. The models' performances were compared in terms of statistical errors (AAPE, RMSE, R2, STD, minimum error, and maximum error). It was found the ANFIS model has performed better in predicting the outlet flowrate with R2 value of 0.99 RSM model with the value of 0.97. The inlet flow rate was an insignificant parameter affecting the outlet flow rate of the passive treatment column. From the 3-D surface response plot, the highest outlet flow rate is predicted to be 524 mL/min.
酸性矿井排水(AMD)是采矿和矿物加工业面临的主要环境问题之一。酸性矿井排水的处理包括主动处理和被动处理。从长远来看,被动处理是处理酸性矿井排水最有效的方法,但如果处理得当,其成本也会很高。因此,研究被动处理系统中的流速是确定最佳水力停留时间的重要方法之一,以确保在将成本保持在最低水平的同时,实现最大比例的重金属去除。本研究的重点是开发和比较响应面方法(RSM)模型和人工神经模糊推理系统(ANFIS)模型,以根据进水流速、泥炭土床厚度和进水流速三个参数预测被动处理系统柱的出水流速。RSM 模型由 Design-Expert 软件创建,而 ANFIS 模型则由 MATLAB 创建,其中 80% 的数据用于模型训练,20% 的数据用于模型测试。根据统计误差(AAPE、RMSE、R2、STD、最小误差和最大误差)对模型的性能进行了比较。结果发现,ANFIS 模型在预测出口流量方面表现更好,其 R2 值为 0.99,RSM 模型的 R2 值为 0.97。入口流量是影响被动处理塔出口流量的一个不重要参数。从三维表面响应图中可以预测最高出口流速为 524 毫升/分钟。
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引用次数: 0
Dynamic Modeling Simulation of Regenerator for Glass Furnace Applications 玻璃窑炉用再生器的动态建模模拟
Pub Date : 2024-01-09 DOI: 10.4028/p-scu8ko
Andar Kusnanto, Teguh Kurniawan, A. B. Pitaloka
The melting process in the glass industry is an energy-intensive process that uses fossil fuels to maintain melting temperatures between 1600°C and 1700°C. The process is carried out in the Glass Furnace. Obtained the high temperature also of flue gas is around 1350 °C – 1500 °C. Hence with the high temperature is potential to heat recovery in the form of combustion air pre-heating using a regenerator to increase the efficiency in Glass Furnace. This phenomenon gave rise to an idea to create a modelling mathematic to know the optimum process in Glass Furnace. Many studies on Glass furnace regenerator have been carried out but only for one cyclic of heat transfer in regenerator. Therefore, in this study, dynamic modeling of the regenerator will be made, namely a mathematical model that describes quantitatively the dynamic behavior during the process of reversing the direction between the regenerators, which will later explain the effect of air flow rate and the selection of the optimal transition time value for the demonstration, regenerator work and regenerator heat stability, by observing the dynamic behavior of the regenerator temperature profile using the FlexPDE software version 7. The simulation results show that the longer the switching time of regenerator is linier to inclining temperature in the regenerator with the optimum switching time (ST) at 10 minutes. The regenerator heat stability greatly influenced by air flow rate and heat propagation by heat transfer convection. However, the dimension selection of the regenerator plays a crucial role in heat utilization in glass furnaces.
玻璃工业的熔化过程是一个能源密集型过程,需要使用化石燃料将熔化温度维持在 1600°C 至 1700°C 之间。该过程在玻璃炉中进行。烟道气的高温也在 1350°C - 1500°C 左右。因此,高温有可能通过使用再生器预热燃烧空气的形式进行热回收,以提高玻璃炉的效率。这一现象催生了一种想法,即创建一个数学模型来了解玻璃窑炉的最佳工艺。关于玻璃窑炉再生器的研究很多,但只针对再生器中的一个传热循环。因此,本研究将对再生器进行动态建模,即通过使用 FlexPDE 软件 7 版观察再生器温度曲线的动态行为,建立一个数学模型,定量描述再生器之间换向过程中的动态行为,随后解释空气流速的影响以及选择最佳过渡时间值对演示、再生器工作和再生器热稳定性的影响。模拟结果表明,再生器的切换时间越长,再生器内的温度越倾斜,最佳切换时间(ST)为 10 分钟。再生器的热稳定性在很大程度上受空气流速和热传导对流的影响。然而,再生器的尺寸选择对玻璃窑炉的热量利用起着至关重要的作用。
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引用次数: 0
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