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Mathematical Modelling and Design of Helical Coil Heat Exchanger for Production of Hot Air for Fluidized Bed Dryer
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作者 Iniubong James Uwa Uwem Ekwere Inyang Innocent Oseribho Oboh 《Advances in Chemical Engineering and Science》 CAS 2024年第3期125-136,共12页
In global industrialization, efforts have been made to increase the rate of heat transfer in heat exchanger, minimizing the size of heat exchanger to reduce cost as well as increasing the effectiveness. Helical coil h... In global industrialization, efforts have been made to increase the rate of heat transfer in heat exchanger, minimizing the size of heat exchanger to reduce cost as well as increasing the effectiveness. Helical coil heat exchanger (HCHE) has been proven to be effective in improving heat transfer due to its large surface area. In this study, HCHE was designed to provide hot air needed for fluidized bed drying processes. The HCHE design model was fabricated and evaluated to study the efficiency of the hot air output for a laboratory fluidized bed dryer. The mathematical model for estimation of the final (output) temperature of air, Taf, passing through the HCHE was developed and validated experimentally. The drying of bitter kola particulates was carried out with a drying temperature of 50C 3C and a bed height-to-bed diameter ratio (H/D) of 1.5. The time taken to dry bitter kola particulates to 0.4% moisture content was 1 hour 45 minutes. Hence, HCHE is recommended for use in the production of hot for laboratory-scale fluidized bed dryers. 展开更多
关键词 Helical Coil Heat Exchanger Fluidized Bed dryer Heat Transfer Output Air Temperature
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Experimental Study and Thermal Modelling of Cocoa Shell Convective Drying in an Indirect Solar Dryer
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作者 Siaka Touré Adjo Christelle Ogo Modibo Sidibé 《Modeling and Numerical Simulation of Material Science》 2024年第2期69-78,共10页
The concern of the present work is the convective drying of empty cocoa shells in an indirect solar dryer. Some drying experiments, using one sample, were carried out. During the experiments, the sample is introduced ... The concern of the present work is the convective drying of empty cocoa shells in an indirect solar dryer. Some drying experiments, using one sample, were carried out. During the experiments, the sample is introduced in the drying chamber. Then at steady time intervals, the sample is withdrawn from the drying chamber, for a rapid weighing. After each weighing, the sample is reintroduced in the dryer. At each time interval, the ambient temperature of the drying chamber and its relative humidity γ are measured by a thermo-hygrometer. From the experimental data, a theoretical determination of the moisture evaporated from the product was performed and a good agreement was found between the theoretical and experimental values, confirmed by the value of the RMSE. Those calculations used the constants in the Nusselt number found in literature. Then those constants were evaluated again, to get new values more suitable with the experimental data. The dimensionless numbers of Nusselt, Grashof and Prandtl were calculated. That allowed the calculation of the average value of the Nusselt number. The average convective heat transfer coefficient was determined. 展开更多
关键词 Shells of Cocoa Pods Indirect Solar dryer Moisture Evaporated Constants of the Nusselt Number Convective Heat Transfer Coefficient
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Heat and Mass Transfer for a Nanofluid Flow in Fluidized Bed Dryer in Presence of Induced Magnetic Field
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作者 Kiptum J. Purity Mathew N. Kinyanjui Edward R. Onyango 《Journal of Applied Mathematics and Physics》 2024年第4期1401-1425,共25页
This research entails the study of heat and mass transfer of nanofluid flow in a fluidized bed dryer used in tea drying processes in presence of induced magnetic field. A mathematical model describing the fluid flow i... This research entails the study of heat and mass transfer of nanofluid flow in a fluidized bed dryer used in tea drying processes in presence of induced magnetic field. A mathematical model describing the fluid flow in a Fluidized bed dryer was developed using the nonlinear partial differential equations. Due to their non-linearity, the equations were solved numerically by use of the finite difference method. The effects of physical flow parameters on velocity, temperature, concentration and magnetic induction profiles were studied and results were presented graphically. From the mathematical analysis, it was deduced that addition of silver nanoparticles into the fluid flow enhanced velocity and temperature profiles. This led to improved heat transfer in the fluidized bed dryer, hence amplifying the tea drying process. Furthermore, it was noted that induced magnetic field tends to decrease the fluid velocity, which results in uniform distribution of heat leading to efficient heat transfer between the tea particles and the fluid, thus improving the drying process. The research findings provide information to industries on ways to optimize thermal performance of fluidized bed dryers. 展开更多
关键词 Heat Transfer Induced Magnetic Field NANOFLUID Fluidized Bed dryer
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Experimental Study of a Modified Icaro Solar Dryer: The Case of Coffee Drying
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作者 Auguste Oscar Mackpayen Aloys Martial Ekoe A. Akata +1 位作者 Vinci De Dieu Bokoyo Barandja Kossi Napo 《Journal of Power and Energy Engineering》 2023年第7期36-48,共13页
Food losses in the developing country are thought to be 50% of the fruits and vegetables grown and 25% of harvested food grain. Food preservation can reduce wastage of a harvest surplus, allow storage for food shortag... Food losses in the developing country are thought to be 50% of the fruits and vegetables grown and 25% of harvested food grain. Food preservation can reduce wastage of a harvest surplus, allow storage for food shortages, and in some cases facilitate export to high-value markets. Drying is one of the oldest methods of food preservation. Drying makes produce lighter, smaller, and less likely to spoil and helps to minimize the moisture content in coffee beans as high moisture content during storage is certain to ruin the taste and appearance of coffee. This work presents the results of an experimental study of forced convection drying of coffee cherries in a modified Icaro solar dryer. The study aims to validate the numerical models developed for further research. The experimental tests envisaged also aim to determine the mass loss curves of the product by fixing or calculating its initial mass (1 kg), its initial water content (70%), the ambient temperature, the drying airflow (0.02 m<sup>3.</sup>s<sup>-1</sup> to 0.09 m<sup>3.</sup>s<sup>-1</sup>) and the exchange coefficients. The influence of these aerothermal parameters on the drying time of a most commercialized coffee variety (Robusta) was studied. Finally, the results revealed an increase in the efficiency of the heat transfer air and a reduction in the water content of the coffee cherry from 70% to 9.87%, after 30.2 hours. 展开更多
关键词 Solar dryer Icaro Experimental Validation Moisture Content COFFEE Tem-perature
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Experimentation of a Forced Convection Solar Dryer for Drying Sweet Potatoes at the Higher Institute of Technology of Mamou-Guinea
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作者 Ansoumane Sakouvogui Thierno Amadou Barry +1 位作者 Adama Moussa Sakho Mamby Keita 《World Journal of Engineering and Technology》 2023年第3期536-548,共13页
This study was carried out at the Mamou Higher Institute of Technology during the period from March 10 to April 15, 2022, with the aim of designing and testing a solar dryer with forced convection by drying potatoes. ... This study was carried out at the Mamou Higher Institute of Technology during the period from March 10 to April 15, 2022, with the aim of designing and testing a solar dryer with forced convection by drying potatoes. The dryer was designed using local materials. Its main geometric parameters are: 1) height of the drying chamber (90 cm), 2) length of the drying chamber (50 cm), 3) width of the drying chamber (43 cm), 4) surface of the racks (0.1806 m<sup>2</sup>), 5) surface of the heat accumulator (0.2537 m<sup>2</sup>). The experiment focused on the vacuum test of the dryer for two days and that of the drying of the sweet potato for three days from 8:30 a.m. to 5:30 p.m. The average vacuum test temperature values of the three environments are respectively accumulator (43°C), dryer chamber (41°C) and ambient environment (34°C). Four kilograms (4 kg) of boiled sweet potato were dried. The average temperatures in the accumulator and in the drying chamber during the three days of drying are respectively 33°C and 39°C. The final mass of the dried product is 1.2 kg, with a quantity of water extracted of 2 liters or 63% of the initial mass of the product. The average drying rate is 0.074 kg/h. The drying kinetics showed a decreasing rate in the absence of the heating period and the constant rate period. 展开更多
关键词 EXPERIMENTATION TEMPERATURE ACCUMULATOR Forced Convection Solar dryer Sweet Potato
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Optimizing Solar Drying: A Critical Review of Shapes, Orientation, and Future Prospects for Hybrid Solar Dryers
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作者 Ahamada Zziwa Anthony Walter Okello +4 位作者 Isa Kabenge David Matsapwe Simon Savio Kizito Soddo Paul Robert Kyeyune Kambugu 《Journal of Power and Energy Engineering》 2023年第12期44-63,共20页
This comprehensive review focuses on the performance of solar dryers, with a specific emphasis on their structural shape and orientation. Researchers have extensively examined these design parameters, often employing ... This comprehensive review focuses on the performance of solar dryers, with a specific emphasis on their structural shape and orientation. Researchers have extensively examined these design parameters, often employing Computational Fluid Dynamics (CFD) to assess thermal attributes and predict temperature distribution, airflow patterns, and temperature profiles within the structures. Geographical location significantly influences solar dryer shape preferences, with the parabolic shape finding favor in tropical regions for its superior solar radiation capture and storm resistance, while even-span and Quonset shapes are popular elsewhere. Solar dryer orientation is another crucial factor, with east-west alignment consistently proving optimal due to its ability to maximize year-round solar radiation absorption and, consequently, enhance drying efficiency. Economic considerations, however, fall beyond the scope of this review, which predominantly focuses on thermal aspects. This investigation reveals diverse global preferences for solar dryer shapes and orientation, highlighting the necessity of considering geographical factors in design choices. While CFD and shape/orientation dynamics have provided valuable insights, there remains room for future research to expand into transient state simulations under various conditions, contributing to a more comprehensive understanding of solar dryer performance. Such insights promise to promote sustainable and efficient drying processes, benefitting agricultural and drying applications across the globe. 展开更多
关键词 Solar dryers Computational Fluid Dynamics Shape Orientation Thermal Performance
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基于多因素分析的烘丝机智能调控研究
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作者 张风光 张思明 +5 位作者 林敏 叶明樵 周萍芳 蒋鹏冲 刘西尧 温延 《控制工程》 CSCD 北大核心 2024年第6期1138-1145,共8页
烘丝过程中影响出口烟丝水分和温度的干扰因素较多,为了保障出口烟丝水分与温度的稳定性,首先基于烘丝过程的历史数据,采用相关性分析方法对影响因子进行筛选。其次,选取出口烟丝水分和出口烟丝温度为目标值,通过对各机器学习模型的对... 烘丝过程中影响出口烟丝水分和温度的干扰因素较多,为了保障出口烟丝水分与温度的稳定性,首先基于烘丝过程的历史数据,采用相关性分析方法对影响因子进行筛选。其次,选取出口烟丝水分和出口烟丝温度为目标值,通过对各机器学习模型的对比分析选取了能够快速建模与预测的极限学习机(extreme learning machine,ELM)作为建模方法,以通过模型求解运算,得出预测值。最后,采用模拟退火(simulated annealing,SA)算法,实时优化热风风速和排潮风门开度的设定值,实现对出口烟丝水分和温度的预测和控制。实验结果表明,极限学习机模型的预测效果良好,预测当前出口水分的均方根误差为0.015,出口温度的均方根误差为0.638,误差较小,保障了烘丝机智能调控方法的调控精度。 展开更多
关键词 极限学习机 相关性分析 烘丝机 模型预测 实时优化
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基于TRIZ与DFSS的污泥烘干机专利规避创新设计
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作者 鲁玉军 刘洲羽 张奎 《设计》 2024年第8期34-38,共5页
为解决传统专利规避设计缺乏合理的挖掘与解决问题的过程,其设计方案可能存在潜在失效模式的问题。结合TRIZ与六西格玛设计提出一种新的专利规避创新设计方法,并将其应用到污泥烘干机的专利规避创新设计当中。挖掘并分析目标专利,识别需... 为解决传统专利规避设计缺乏合理的挖掘与解决问题的过程,其设计方案可能存在潜在失效模式的问题。结合TRIZ与六西格玛设计提出一种新的专利规避创新设计方法,并将其应用到污泥烘干机的专利规避创新设计当中。挖掘并分析目标专利,识别需求,进而确定规避方向,进行改进创新设计并做优化。成功对现有污泥烘干机专利进行了规避创新设计,使创新之后的污泥烘干机具有烘干效率高、节能环保、有效防粘壁、实现自动上料的优点。验证了所提出方法的可行性,为企业产品的专利规避设计提供了参考。 展开更多
关键词 TRIZ 六西格玛设计 专利规避 污泥烘干机 创新设计
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新型真空耙式干燥机优化设计与蒸发性能研究
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作者 林海波 王国君 +2 位作者 曹博涵 何才富 徐安 《石油化工设备技术》 CAS 2024年第3期52-55,I0003,I0004,共6页
针对现有耙式干燥机运行中存在的蒸汽消耗大、干燥效率不高、传热不均匀等技术难题,以及筒内残余滤渣层造成较大的物料损失,难以满足安全、环保和GMP(良好生产规范)要求等技术难点,通过查阅文献并进行大量的实验研究,设计了一种高效、... 针对现有耙式干燥机运行中存在的蒸汽消耗大、干燥效率不高、传热不均匀等技术难题,以及筒内残余滤渣层造成较大的物料损失,难以满足安全、环保和GMP(良好生产规范)要求等技术难点,通过查阅文献并进行大量的实验研究,设计了一种高效、节能耙式干燥机,自主提出一种轻量化的内、外筒与浆叶复合加热搅拌轴结构。该结构中心转轴、连接轴和搅拌桨叶均为空心设计,桨叶刮擦部距离筒壁间隙3~5 mm,达到了所需搅拌动力显著降低、换热面积大、传热效率高的效果,实现了不留残余物料、降低生产成本、保证人和物料的完全隔离的目的,可满足制药行业的GMP要求。实际试验研究结果表明,干化减量比例达19.9%,蒸汽单耗32.8%,能耗明显减少,说明该方法与设备具有较高的推广应用价值。 展开更多
关键词 真空耙式干燥机 复合加热 搅拌装置 节能 GMP
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5H-2谷物烘干机干燥箱多孔角状盒的设计与试验
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作者 张利峰 廖骞 +3 位作者 刘大为 谢方平 王修善 李铁辉 《湖南农业大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第2期86-91,共6页
为改善5H-2谷物烘干机的干燥性能,将原有角状盒改造为多孔角状盒。通过Fluent对多孔角状盒的干燥段气流场进行仿真分析,对比空载条件下干燥箱内部温度场变化情况,结果表明,装有多孔角状盒的干燥箱内部温度场较原有角状盒的分布更趋均匀... 为改善5H-2谷物烘干机的干燥性能,将原有角状盒改造为多孔角状盒。通过Fluent对多孔角状盒的干燥段气流场进行仿真分析,对比空载条件下干燥箱内部温度场变化情况,结果表明,装有多孔角状盒的干燥箱内部温度场较原有角状盒的分布更趋均匀。选择早稻‘中早35’稻谷,在5H-2谷物烘干机上安装多孔角状盒开展烘干试验,设置热风干燥温度为65℃,风速为8 m/s,干燥缓苏比为1∶2,结果装有多孔角状盒的烘干机干燥速率为0.798%/h~1.002%/h,烘干后爆腰增率为7.4%~10.2%,相比原有角状盒谷物烘干机,其干燥速率提高了12.1%~21.2%,爆腰增率降低了1.9%~5.1%。 展开更多
关键词 谷物烘干机 干燥箱 角状盒 干燥速率 爆腰增率
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带式烘干机风速场均匀性试验研究
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作者 张鹏飞 刘加伟 +3 位作者 刘鑫 陈博 张琦 薛东晓 《中国农机化学报》 北大核心 2024年第2期130-134,共5页
物料含水率均匀性是物料品质的重要指标,与烘干机内部气流均匀性相关。烘干机结构与工艺参数对烘干机内部流场均匀性产生较大影响。使用正交试验的方法研究导流板角度(30°、40°、50°)、侧风道均流板个数(1、2、3)与循环... 物料含水率均匀性是物料品质的重要指标,与烘干机内部气流均匀性相关。烘干机结构与工艺参数对烘干机内部流场均匀性产生较大影响。使用正交试验的方法研究导流板角度(30°、40°、50°)、侧风道均流板个数(1、2、3)与循环风机频率(20 Hz、30 Hz、40 Hz)对烘干机内气流分布的影响,找到最优的因素水平,使烘干机内部风速场最均匀。研究结果表明:风机频率对上料层的风速场影响最显著;导流板角度对上料层风速场影响最不显著。导流板角度对下料层风速场影响最显著;风机频率对下料层风速场影响最不显著。当因素水平组合为导流板角度30°,均流板3个,风机频率20 Hz时,烘干机内风速场最均匀。 展开更多
关键词 带式烘干机 风速场均匀性 CFD仿真 DOE设计
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短管直径对短管蜂窝夹套传热性能的影响
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作者 沈航宇 董金善 胡恩泽 《石油化工设备》 CAS 2024年第3期58-64,共7页
基于某工程中1台干燥机的短管蜂窝夹套结构形式,通过将短管尺寸由Ф90 mm×5 mm逐渐增大到Ф135 mm×7.5 mm,建立了模型1~模型6共6种夹套流场计算有限元模型,模拟分析了各模型速度场和温度场分布特性,计算并对比了各模型在不同... 基于某工程中1台干燥机的短管蜂窝夹套结构形式,通过将短管尺寸由Ф90 mm×5 mm逐渐增大到Ф135 mm×7.5 mm,建立了模型1~模型6共6种夹套流场计算有限元模型,模拟分析了各模型速度场和温度场分布特性,计算并对比了各模型在不同体积流量下的总传热系数。模拟数据表明,随着短管尺寸的增大,夹套流体域内最大流速呈持续递减趋势。随着短管尺寸的增大,夹套流体域内温度场均匀性先升后降,模型5温度场分布均匀性最佳,总传热系数最大。随着体积流量的增加,夹套总传热系数持续增大。随着短管直径的增大,夹套总传热系数先升后降,模型5总传热系数最大。综合分析表明,在一定范围内增大短管的直径,能够强化夹套传热效果。 展开更多
关键词 干燥机 蜂窝夹套 短管 直径 流场 传热 优化
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碳化钨涂层盘管的制备及寿命预测
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作者 张素忠 马运昌 +3 位作者 万祺 孟延 孙嵩松 张文强 《化工设备与管道》 CAS 北大核心 2024年第3期45-53,共9页
针对冶金行业蒸汽干燥机内部盘管冲蚀磨损问题,使用超音速喷涂工艺制备碳化钨涂层盘管提高盘管的使用寿命。通过显微金相检测与拉伸试验获取盘管表面状况与结合强度。基于FLUENT建立了计入壁面硬度实验值的盘管冲蚀模型,通过仿真云图与... 针对冶金行业蒸汽干燥机内部盘管冲蚀磨损问题,使用超音速喷涂工艺制备碳化钨涂层盘管提高盘管的使用寿命。通过显微金相检测与拉伸试验获取盘管表面状况与结合强度。基于FLUENT建立了计入壁面硬度实验值的盘管冲蚀模型,通过仿真云图与现场磨损图片进行比对,验证了数值仿真模型的合理性与真实性。将模型与冲蚀率做统一量纲化处理后,对盘管冲蚀磨损寿命进行预测。结果表明,超音速喷涂备至涂层盘管金相观测孔隙率小于0.1%,厚度大于90 um,表面硬度大于1000 HV,结合强度大于70 MPa,喷涂工艺可靠性较好;仿真结果表明,盘管冲蚀率在35°入射角附近达到最大,最大值为1.92×10^(-7) kg/(m^(2)·s);冲蚀率预测盘管极限工况使用寿命达36718750 s,较喷涂前提高约145%~167%;预测正常工况寿命41592920 s,较喷涂前提高约154%~177%。 展开更多
关键词 蒸汽干燥机 盘管 冲蚀磨损 碳化钨涂层 超音速喷涂 寿命预测
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HCB-turn热风干燥器在纸机改造中的应用 被引量:1
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作者 张东生 《中华纸业》 CAS 2024年第1期88-91,共4页
由于市场、成本、车速、纸张品质等原因,需要对背面涂布段进行优化改造,这时候加装HCB-turn热风干燥器则是最佳的选择之一,因为它比常规纸幅运行节省1/3的安装空间,且适用于所有纸种,对纸张和涂层能够有高效的干燥和无污染的转向。
关键词 热风干燥器 涂布 非接触干燥 HCB-turn
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蒸汽管回转干燥机出料箱故障研究分析
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作者 吴晓敏 巩乐 +2 位作者 徐澍 马瑞 韩东钊 《广州化工》 CAS 2024年第3期142-145,共4页
某厂PTA蒸汽管回转干燥机出料箱前后壁在运行过程中出现了规律性和间歇性的鼓包现象,导致出料密封内外两侧填料函间隙不均匀,密封密封效果不佳,出现漏料情况。经初步分析,认为是出料箱受到了的间歇性超压操作,过大的压力将出料箱挤压变... 某厂PTA蒸汽管回转干燥机出料箱前后壁在运行过程中出现了规律性和间歇性的鼓包现象,导致出料密封内外两侧填料函间隙不均匀,密封密封效果不佳,出现漏料情况。经初步分析,认为是出料箱受到了的间歇性超压操作,过大的压力将出料箱挤压变形,出现鼓包现象,过量的弹性变形改变了填料函与轴套密封间隙的均匀性,填料出现挤压磨损,密封性变差。本文通过有限元数值方法对出料箱进行计算分析,发现出料箱在运行过程中若出现超压运行,就会导致出料箱前后壁位置出现较大的弹性变形。事后对现场操作流程进行了详细的梳理论证,发现干燥机出料箱下方的转阀离料仓距离较远,工艺人员加大了转阀的输送气量,导致从转阀处泄露到干燥机出料箱内的气量增大,造成出料箱内出现局部高压,引起“鼓包”现象。为了不影响干燥机密封效果,在装置建设时需要考虑干燥机和料仓之间的距离。本文的计算方法和分析结果可为此类设备的设计和生产人员参考。 展开更多
关键词 蒸汽管回转干燥机 出料箱 密封 鼓包 应力 泄露
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基于有限元分析的冷冻干燥机矩形干燥舱结构优化
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作者 丁瑾 高崇金 +1 位作者 蒋大明 肖艳 《机电工程技术》 2024年第6期162-165,共4页
由于冷冻干燥机矩形干燥舱结构设计采用简化计算与经验设计相结合,为了满足其工作需求,在设计过程中确保安全性,常会出现过度设计的问题。针对该问题,本次研究采用迭代设计优化结构,使其既能满足抽真空阶段干燥舱变形量不得高于3 mm的要... 由于冷冻干燥机矩形干燥舱结构设计采用简化计算与经验设计相结合,为了满足其工作需求,在设计过程中确保安全性,常会出现过度设计的问题。针对该问题,本次研究采用迭代设计优化结构,使其既能满足抽真空阶段干燥舱变形量不得高于3 mm的要求,又能降低干燥舱自重、减少材料浪费以此降低成本,提升竞争力。优化过程中,将干燥舱三维模型进行优化,利用有限元分析法,对工作过程中抽真空阶段以及预冷却阶段干燥舱变形情况进行分析,明确后续优化只要满足抽真空阶段箱体所受应力即可满足冷却阶段工作需求。经多次迭代优化结构,其变形量最终降到2.951 mm,质量减少417 kg。该研究结果对设计人员进行冷冻干燥机矩形干燥舱强度结构设计时,提供加强筋排布参考依据。 展开更多
关键词 冷冻干燥机矩形干燥舱 有限元分析 结构优化
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进气卸荷气助力系统的设计与试验验证
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作者 张学谦 杜晓旭 +3 位作者 吴孟高 范振喜 杨婉丽 慕海锋 《拖拉机与农用运输车》 2024年第2期68-70,87,共4页
介绍了排气卸荷结构存在油耗高、噪音大的问题。进气卸荷结构相比排气卸荷结构,可有效改善油耗和降低噪音,且增加系统的可靠性。对比不同的进气卸荷方案,采用多功能空气干燥器设计进气卸荷系统,通过试验验证设计的合理性。
关键词 排气卸荷 进气卸荷 多功能空气干燥器
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基于FA-BP神经网络模型的烘丝机设备故障诊断 被引量:1
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作者 汪冬冬 侯加文 +2 位作者 焦帅帅 江豪 张保威 《中国仪器仪表》 2024年第1期40-44,共5页
烘丝机作为烟丝生产的重要设备,其健康状态直接影响着烟丝的品质及生产效率。为了较早诊断出烘丝机故障,降低因故障带来的损失,提出了一种基于萤火虫算法(FA)优化BP神经网络的烘丝机故障诊断算法。首先,分析烘丝机的故障特征;其次,利用... 烘丝机作为烟丝生产的重要设备,其健康状态直接影响着烟丝的品质及生产效率。为了较早诊断出烘丝机故障,降低因故障带来的损失,提出了一种基于萤火虫算法(FA)优化BP神经网络的烘丝机故障诊断算法。首先,分析烘丝机的故障特征;其次,利用萤火虫算法寻优特性找到BP神经网络的最优权值和阈值,使故障诊断模型效果达到最佳状态。通过与SVM和BP神经网络模型进行对比分析,结果表明,使用FA-BP神经网络模型的烘丝机故障诊断准确率高达94.5%,诊断效果优于所对比的模型。 展开更多
关键词 烘丝机 萤火虫算法 BP神经网络 故障诊断
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关于PTA干燥机优化运行的研究
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作者 张成延 李宁辉 吉文智 《合成纤维》 CAS 2024年第5期52-53,60,共3页
对PTA氧化干燥机在各种工况下的运行状况进行试验,研究了过滤机喷淋量、滤饼含湿量、干燥机蒸汽列管不凝气、进料温度、下料温度等对干燥机的影响,找出了既经济又实用的最佳操作参数,保证了干燥机在稳定条件下运行周期最长,并减少了碱... 对PTA氧化干燥机在各种工况下的运行状况进行试验,研究了过滤机喷淋量、滤饼含湿量、干燥机蒸汽列管不凝气、进料温度、下料温度等对干燥机的影响,找出了既经济又实用的最佳操作参数,保证了干燥机在稳定条件下运行周期最长,并减少了碱洗周期。 展开更多
关键词 PTA 干燥机 优化
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干燥机非稳态运行模拟分析——模型的建立
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作者 张海滨 赵平杰 +3 位作者 张庆磊 李晓光 吴静 张洪建 《盐科学与化工》 CAS 2024年第4期44-49,共6页
根据蒸汽回转干燥机和流化床干燥机的结构特征和干燥原理,分析了两种干燥机系统主要参数的可变性以及参数波动对干燥系统的影响。分别采用边界分析和过程分析的方法,建立了两种干燥机各参数计算的数学模型,定量分析了进料量波动对两种... 根据蒸汽回转干燥机和流化床干燥机的结构特征和干燥原理,分析了两种干燥机系统主要参数的可变性以及参数波动对干燥系统的影响。分别采用边界分析和过程分析的方法,建立了两种干燥机各参数计算的数学模型,定量分析了进料量波动对两种干燥机的影响。结果表明,进料量从100%降至40%,回转干燥机的蒸汽单耗、热效率分别保持在57.9 kg/t和88.5%不受影响;流化床干燥机的蒸汽单耗从最低65.5 kg/t升高至135.7 kg/t,热效率从68.9%降低至42.9%,波动较大。 展开更多
关键词 蒸汽回转干燥机 流化床干燥机 非稳态 参数波动 模拟
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