首页 > 最新文献

Journal of Microwave Power and Electromagnetic Energy最新文献

英文 中文
Calculation of microwave heating temperature distribution based on SVD truncation 基于奇异值分解截断的微波加热温度分布计算
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-11-04 DOI: 10.1080/08327823.2022.2137748
Biao Yang, Hongbin Huang, Hongtao Ma, Lie-xing Zhou, Q. Du
Abstract In mathematical models of microwave heating with infinite-dimensional characteristics, it is difficult to use traditional numerical methods to improve computational efficiency. In this work, we propose a fast and accurate method to calculate the temperature distribution of materials under microwave heating. First, we analysed the relationship between the choice of model order and the solution accuracy by downscaling the infinite-dimensional heat conduction partial differential equation (PDE) model into a finite-dimensional ordinary differential equation (ODE) model. Additionally, the effect of different boundary conditions on the global temperature distribution was analysed. Second, the equilibrium conversion matrix was calculated using the singular value decomposition (SVD) truncation method under homogeneous boundary conditions. Using this matrix, a lower-dimensional microwave heating ODE model was further obtained. Finally, the numerical simulation results showed that the root mean square error (RMSE) was only 0.07 and the maximum relative error was only −0.85%. The computation time of the equilibrium conversion matrix was 2.12 ∼ 3.00 ms, and the model calculation time was reduced by 97.78%. We compared the calculated temperature rise curves with those obtained using the conventional COMSOL model. The SVD truncation method achieved an efficient and accurate solution for the microwave heating model.
摘要在具有无限维特征的微波加热数学模型中,传统的数值方法难以提高计算效率。在这项工作中,我们提出了一种快速准确的方法来计算微波加热下材料的温度分布。首先,通过将无限维热传导偏微分方程(PDE)模型降阶为有限维常微分方程(ODE)模型,分析了模型阶数选择与求解精度之间的关系。此外,还分析了不同边界条件对全球温度分布的影响。其次,在齐次边界条件下,采用奇异值分解(SVD)截断法计算平衡转换矩阵;利用该矩阵,进一步得到了低维微波加热ODE模型。最后,数值模拟结果表明,均方根误差(RMSE)仅为0.07,最大相对误差仅为−0.85%。平衡转换矩阵的计算时间为2.12 ~ 3.00 ms,模型计算时间缩短了97.78%。我们将计算得到的温升曲线与常规COMSOL模型得到的温升曲线进行了比较。采用奇异值分解截断法对微波加热模型进行了高效、准确的求解。
{"title":"Calculation of microwave heating temperature distribution based on SVD truncation","authors":"Biao Yang, Hongbin Huang, Hongtao Ma, Lie-xing Zhou, Q. Du","doi":"10.1080/08327823.2022.2137748","DOIUrl":"https://doi.org/10.1080/08327823.2022.2137748","url":null,"abstract":"Abstract In mathematical models of microwave heating with infinite-dimensional characteristics, it is difficult to use traditional numerical methods to improve computational efficiency. In this work, we propose a fast and accurate method to calculate the temperature distribution of materials under microwave heating. First, we analysed the relationship between the choice of model order and the solution accuracy by downscaling the infinite-dimensional heat conduction partial differential equation (PDE) model into a finite-dimensional ordinary differential equation (ODE) model. Additionally, the effect of different boundary conditions on the global temperature distribution was analysed. Second, the equilibrium conversion matrix was calculated using the singular value decomposition (SVD) truncation method under homogeneous boundary conditions. Using this matrix, a lower-dimensional microwave heating ODE model was further obtained. Finally, the numerical simulation results showed that the root mean square error (RMSE) was only 0.07 and the maximum relative error was only −0.85%. The computation time of the equilibrium conversion matrix was 2.12 ∼ 3.00 ms, and the model calculation time was reduced by 97.78%. We compared the calculated temperature rise curves with those obtained using the conventional COMSOL model. The SVD truncation method achieved an efficient and accurate solution for the microwave heating model.","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"6 8","pages":"238 - 258"},"PeriodicalIF":1.5,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72447450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Drops deformation influence on the microwaves interaction with a magnetodielectric emulsion 降低变形对磁介电乳液微波相互作用的影响
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-10-31 DOI: 10.1080/08327823.2022.2141043
S. Turkin, Yuri Dikansky, A. Zakinyan
Abstract Experimental and theoretical studies of the interaction of microwave radiation with a frequency of 8.2 GHz with magnetodielectric emulsions under the influence of an external magnetic field causing deformation of the emulsion dispersed phase droplets have been carried out. The values of the external magnetic field strength are such that no ferromagnetic resonance is observed in the system at a given radiation frequency. The studies were carried out when a rectangular waveguide was partially filled with a sample cell in the form of a thin plate. It is established that the deformation of magnetic droplets of the emulsion significantly affects the absorption of electromagnetic energy. The value of the droplet concentration at which the maximum response of the system is observed is determined. The features of the phenomenon of nonreciprocal phase shift, which have no analogue in solid-state magnetic materials, are found. To interpret the results obtained, a model of an ensemble of non-interacting isotropic superparamagnetic particles was used.
摘要本文对8.2 GHz频率的微波辐射在外加磁场作用下与磁介质乳剂相互作用导致乳剂分散相液滴变形的实验和理论进行了研究。外部磁场强度的值使得在给定的辐射频率下,系统中没有观察到铁磁共振。该研究是在矩形波导部分填充薄板形式的样品细胞时进行的。结果表明,乳状液磁滴的变形对电磁能量的吸收有显著影响。确定了观察到系统最大响应的液滴浓度值。发现了在固态磁性材料中没有类似物的非互易相移现象的特征。为了解释得到的结果,使用了一个非相互作用的各向同性超顺磁粒子系综模型。
{"title":"Drops deformation influence on the microwaves interaction with a magnetodielectric emulsion","authors":"S. Turkin, Yuri Dikansky, A. Zakinyan","doi":"10.1080/08327823.2022.2141043","DOIUrl":"https://doi.org/10.1080/08327823.2022.2141043","url":null,"abstract":"Abstract Experimental and theoretical studies of the interaction of microwave radiation with a frequency of 8.2 GHz with magnetodielectric emulsions under the influence of an external magnetic field causing deformation of the emulsion dispersed phase droplets have been carried out. The values of the external magnetic field strength are such that no ferromagnetic resonance is observed in the system at a given radiation frequency. The studies were carried out when a rectangular waveguide was partially filled with a sample cell in the form of a thin plate. It is established that the deformation of magnetic droplets of the emulsion significantly affects the absorption of electromagnetic energy. The value of the droplet concentration at which the maximum response of the system is observed is determined. The features of the phenomenon of nonreciprocal phase shift, which have no analogue in solid-state magnetic materials, are found. To interpret the results obtained, a model of an ensemble of non-interacting isotropic superparamagnetic particles was used.","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"108 1","pages":"268 - 285"},"PeriodicalIF":1.5,"publicationDate":"2022-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75675581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editor’s message: pondering hard and soft data in research and knowledge generation 编者按:在研究和知识生成中思考硬数据和软数据
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-10-02 DOI: 10.1080/08327823.2022.2140748
J. Aguilar-Garib
The claim is that the prescription is issued with these data, overlooking that the symptoms and the treatment might be known from hard data and that often the physician orders clinical tests, which are pondered objectively. Curiosity is defined as a strong desire to know about something (Oxford Dictionary), or an interest leading to inquiry (Merriam-Webster Dictionary). [Extracted from the article]
这种说法是,处方是根据这些数据开出的,忽视了症状和治疗可能是从硬数据中得知的,而且医生经常要求进行临床检查,这些检查是客观考虑的。好奇心被定义为想要了解某事的强烈欲望(牛津词典),或引起探究的兴趣(韦氏词典)。[文章节选]
{"title":"Editor’s message: pondering hard and soft data in research and knowledge generation","authors":"J. Aguilar-Garib","doi":"10.1080/08327823.2022.2140748","DOIUrl":"https://doi.org/10.1080/08327823.2022.2140748","url":null,"abstract":"The claim is that the prescription is issued with these data, overlooking that the symptoms and the treatment might be known from hard data and that often the physician orders clinical tests, which are pondered objectively. Curiosity is defined as a strong desire to know about something (Oxford Dictionary), or an interest leading to inquiry (Merriam-Webster Dictionary). [Extracted from the article]","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"58 1","pages":"217 - 218"},"PeriodicalIF":1.5,"publicationDate":"2022-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80517929","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of graphite and TiO2 as susceptors for microwave dewaxing in ceramic shell casting processes of artworks 石墨和TiO2作为微波脱蜡感受器在艺术品陶瓷壳体铸造工艺中的评价
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-08-10 DOI: 10.1080/08327823.2022.2106730
I. Pérez-Conesa, J. Fayos-Fernández, J. A. Aguilar Galea, J. Monzó-Cabrera, R. Pérez-Campos
Abstract The main problems of the traditional foundry dewaxing processes in fine arts workshops are the emission of gases, the loss of 80% of the wax, the high electrical consumption, and the high risks for the operators. The introduction of the microwave technology for dewaxing of ceramic shell molds allows to minimize some of these problems, although the use of electromagnetic susceptors that capture the radiated energy and transform it into heat is required. This article describes different microwave dewaxing tests using TiO2 and graphite as susceptors. The results obtained show that this technique is viable, allowing the casting process to be carried out with a low percentage of breakage problems in the mold and significantly reducing the emitted gases and electricity consumption. The technique allows to recover in the same operation around 90% of the wax used in small and medium format objects. The tests show that the selection of the material used as a susceptor, the area of application and the power regimes, are fundamental to enable a controlled, soft and non-aggressive dewaxing, both for the art molds and for the environment, as opposed to the traditional Flash Dewaxing technique. In this way, it is possible to change the foundry of ceramic shells for artworks to achieve high levels of performance and safety, and to save energy, time and materials.
美术车间传统的铸造脱蜡工艺存在的主要问题是气体排放大、蜡损失达80%、电耗高、操作人员风险大。尽管需要使用电磁感受器捕获辐射能量并将其转化为热量,但引入微波技术对陶瓷壳模具进行脱蜡可以最大限度地减少这些问题。本文介绍了以TiO2和石墨为感受器的不同微波脱蜡试验。结果表明,该技术是可行的,使铸造过程的模具破损率低,并显着减少了排放的气体和电力消耗。该技术允许在相同的操作中回收约90%用于中小型尺寸物体的蜡。测试表明,与传统的闪速脱蜡技术相比,用作感受器的材料的选择、应用区域和功率制度是实现可控、柔软和非侵蚀性脱蜡的基础,既适用于艺术模具,也适用于环境。通过这种方式,可以改变艺术品陶瓷外壳的铸造,以实现高水平的性能和安全,并节省能源,时间和材料。
{"title":"Evaluation of graphite and TiO2 as susceptors for microwave dewaxing in ceramic shell casting processes of artworks","authors":"I. Pérez-Conesa, J. Fayos-Fernández, J. A. Aguilar Galea, J. Monzó-Cabrera, R. Pérez-Campos","doi":"10.1080/08327823.2022.2106730","DOIUrl":"https://doi.org/10.1080/08327823.2022.2106730","url":null,"abstract":"Abstract The main problems of the traditional foundry dewaxing processes in fine arts workshops are the emission of gases, the loss of 80% of the wax, the high electrical consumption, and the high risks for the operators. The introduction of the microwave technology for dewaxing of ceramic shell molds allows to minimize some of these problems, although the use of electromagnetic susceptors that capture the radiated energy and transform it into heat is required. This article describes different microwave dewaxing tests using TiO2 and graphite as susceptors. The results obtained show that this technique is viable, allowing the casting process to be carried out with a low percentage of breakage problems in the mold and significantly reducing the emitted gases and electricity consumption. The technique allows to recover in the same operation around 90% of the wax used in small and medium format objects. The tests show that the selection of the material used as a susceptor, the area of application and the power regimes, are fundamental to enable a controlled, soft and non-aggressive dewaxing, both for the art molds and for the environment, as opposed to the traditional Flash Dewaxing technique. In this way, it is possible to change the foundry of ceramic shells for artworks to achieve high levels of performance and safety, and to save energy, time and materials.","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"77 1","pages":"201 - 215"},"PeriodicalIF":1.5,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83922923","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dielectric properties of eggshell powder at 2.45 and 5.8 GHz relevant to dielectric heating 蛋壳粉在2.45 GHz和5.8 GHz下的介电特性与介电加热的关系
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-08-08 DOI: 10.1080/08327823.2022.2107869
Prem Pankaj, Prabhdeep Kaur, K. S. Mann
Abstract In present studies, dielectric properties of eggshell powder were determined at microwave frequencies 2.45 and 5.8 GHz by varying temperature and moisture content in the range 15–75 °C and 0.5–8% (wet-basis) respectively, using cavity perturbation technique. Values of dielectric constant (ε′) and loss factor (ε″) increase with temperature and moisture content at both of these frequencies but ε′ is higher at 2.45 GHz than 5.8 GHz whereas ε″ shows opposite trend. The calculated penetration depths of microwaves are more at 2.45 GHz than 5.8 GHz and it decreases with increase in temperature as well as moisture content. The determined data of ε′ and ε″ were used to generate the third order regression equations with high correlation coefficients (R 2 > 0.95). These findings are useful for modelling and designing the microwave applicator for heat treatment to eggshell powder. Additionally, X-ray diffraction spectra was also recorded.
摘要在2.45 GHz和5.8 GHz微波频率下,采用空腔微扰技术,分别在15 ~ 75℃和0.5 ~ 8%(湿基)范围内改变蛋壳粉的温度和含水量,测定了蛋壳粉的介电性能。介电常数(ε′)和损耗因子(ε″)随温度和水分的增加而增大,但在2.45 GHz时ε′高于5.8 GHz,而ε″则相反。计算得到的微波穿透深度在2.45 GHz时大于5.8 GHz,随温度和含水率的增加而减小。利用ε′和ε″确定的数据,得到高相关系数(r2 > 0.95)的三阶回归方程。这些研究结果对蛋壳粉末热处理微波应用器的建模和设计具有一定的指导意义。此外,还记录了x射线衍射谱。
{"title":"Dielectric properties of eggshell powder at 2.45 and 5.8 GHz relevant to dielectric heating","authors":"Prem Pankaj, Prabhdeep Kaur, K. S. Mann","doi":"10.1080/08327823.2022.2107869","DOIUrl":"https://doi.org/10.1080/08327823.2022.2107869","url":null,"abstract":"Abstract In present studies, dielectric properties of eggshell powder were determined at microwave frequencies 2.45 and 5.8 GHz by varying temperature and moisture content in the range 15–75 °C and 0.5–8% (wet-basis) respectively, using cavity perturbation technique. Values of dielectric constant (ε′) and loss factor (ε″) increase with temperature and moisture content at both of these frequencies but ε′ is higher at 2.45 GHz than 5.8 GHz whereas ε″ shows opposite trend. The calculated penetration depths of microwaves are more at 2.45 GHz than 5.8 GHz and it decreases with increase in temperature as well as moisture content. The determined data of ε′ and ε″ were used to generate the third order regression equations with high correlation coefficients (R 2 > 0.95). These findings are useful for modelling and designing the microwave applicator for heat treatment to eggshell powder. Additionally, X-ray diffraction spectra was also recorded.","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"3 1","pages":"178 - 191"},"PeriodicalIF":1.5,"publicationDate":"2022-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87201096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Feasibility study of patch antenna for monitoring moisture content of made tea 贴片天线监测泡茶水分的可行性研究
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-08-05 DOI: 10.1080/08327823.2022.2107572
V. D. Shivling, Amandeep Singh, Baban K. S. Bansod, Urvashi Nag, D. Meena
Abstract This study aims to analyze the patch antenna for moisture content measurement of made tea. The patch antenna-based system uses an air gap between the ground plane and an electrically conductive patch. The tea sample is contained in the air gap. The patch antenna design has a resonance frequency of 5 GHz. The resonance frequency and S11 parameters are measured for tea samples in the moisture range of 2–10%. The resonance frequency of the patch antenna was observed to decrease with an increase in the moisture content of tea. However, the return loss of patch antenna was observed to increase with an increase in the moisture content of made tea. Linear model parameters were calculated for the prediction of the moisture content of tea leaves.
摘要本研究旨在分析贴片天线在茶叶含水量测量中的应用。基于贴片天线的系统在接地面和导电贴片之间使用气隙。茶叶样品包含在气隙中。贴片天线设计的谐振频率为5 GHz。测量了茶叶样品在水分2 ~ 10%范围内的共振频率和S11参数。贴片天线的共振频率随茶叶含水量的增加而降低。然而,贴片天线的回波损耗随泡茶含水量的增加而增加。利用线性模型参数对茶叶水分含量进行预测。
{"title":"Feasibility study of patch antenna for monitoring moisture content of made tea","authors":"V. D. Shivling, Amandeep Singh, Baban K. S. Bansod, Urvashi Nag, D. Meena","doi":"10.1080/08327823.2022.2107572","DOIUrl":"https://doi.org/10.1080/08327823.2022.2107572","url":null,"abstract":"Abstract This study aims to analyze the patch antenna for moisture content measurement of made tea. The patch antenna-based system uses an air gap between the ground plane and an electrically conductive patch. The tea sample is contained in the air gap. The patch antenna design has a resonance frequency of 5 GHz. The resonance frequency and S11 parameters are measured for tea samples in the moisture range of 2–10%. The resonance frequency of the patch antenna was observed to decrease with an increase in the moisture content of tea. However, the return loss of patch antenna was observed to increase with an increase in the moisture content of made tea. Linear model parameters were calculated for the prediction of the moisture content of tea leaves.","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"12 1","pages":"192 - 200"},"PeriodicalIF":1.5,"publicationDate":"2022-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90202625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Dielectric behavior of soil as a function of frequency, temperature, moisture content and soil texture: a deep neural networks based regression model 频率、温度、含水量和土壤质地对土壤介电特性的影响:基于深度神经网络的回归模型
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-07-22 DOI: 10.1080/08327823.2022.2103630
Prachi Palta, Prabhdeep Kaur, K. S. Mann
Abstract Dielectric behavior of soil has utmost applications in microwave remote sensing and soil treatment. In the present study, the soil's dielectric properties (Ɛ' and Ɛ") were measured using the vector network analyzer and an open-ended coaxial probe (85070E, Agilent Technologies) in the region of 0.2 to 14 GHz. The observed results showed that Ɛ' and Ɛ" strongly depend on frequency, texture, moisture content and temperature. A deep neural network (DNN) based multivariable regression model has been developed to model their behavior, using experimentally observed data to learn its parameters automatically. It shows a five-fold cross-validation root mean square errors (RMSE) of 0.0258 and 0.0336, and R2-scores of 1.0000 and 0.9998, between actual recorded and predicted values of Ɛ' and Ɛ", respectively. The results of the proposed DNN-based model have been compared with the response surface method (RSM) based model; among these, the DNN-based model shows significantly better results. Further, the DNN-based estimates of Ɛ' and Ɛ" for loam texture at a moisture content of 18% (i.e. in between observed experiments of 15% and 20%) are made and plotted with actual observed values at 15% and 20% to verify the predictive ability of the proposed DNN-based model. It shows an acceptable estimate of dielectric properties and the effectiveness of the fast and innovative DNN-based approach for predicting soil's dielectric properties depending upon multiple factors.
土壤介电特性在微波遥感和土壤处理中有着广泛的应用。在本研究中,使用矢量网络分析仪和开放式同轴探头(85070E, Agilent Technologies)在0.2至14 GHz区域测量了土壤的介电特性(Ɛ'和Ɛ')。观察结果表明,Ɛ'和Ɛ'与频率、质地、含水量和温度密切相关。建立了基于深度神经网络(DNN)的多变量回归模型来模拟它们的行为,利用实验观测数据自动学习其参数。结果显示,实际记录值Ɛ’和预测值Ɛ’之间的交叉验证均方根误差(RMSE)分别为0.0258和0.0336,r2得分分别为1.0000和0.9998。将该模型与基于响应面法(RSM)的模型进行了比较;其中,基于dnn的模型效果明显更好。此外,对含水率为18%(即在15%和20%之间的观测实验)的壤土质地进行了基于dnn的Ɛ'和Ɛ'估计,并与15%和20%的实际观测值进行了绘制,以验证所提出的基于dnn的模型的预测能力。它显示了一个可接受的介电性质估计和快速和创新的基于dnn的方法的有效性,预测土壤的介电性质取决于多个因素。
{"title":"Dielectric behavior of soil as a function of frequency, temperature, moisture content and soil texture: a deep neural networks based regression model","authors":"Prachi Palta, Prabhdeep Kaur, K. S. Mann","doi":"10.1080/08327823.2022.2103630","DOIUrl":"https://doi.org/10.1080/08327823.2022.2103630","url":null,"abstract":"Abstract Dielectric behavior of soil has utmost applications in microwave remote sensing and soil treatment. In the present study, the soil's dielectric properties (Ɛ' and Ɛ\") were measured using the vector network analyzer and an open-ended coaxial probe (85070E, Agilent Technologies) in the region of 0.2 to 14 GHz. The observed results showed that Ɛ' and Ɛ\" strongly depend on frequency, texture, moisture content and temperature. A deep neural network (DNN) based multivariable regression model has been developed to model their behavior, using experimentally observed data to learn its parameters automatically. It shows a five-fold cross-validation root mean square errors (RMSE) of 0.0258 and 0.0336, and R2-scores of 1.0000 and 0.9998, between actual recorded and predicted values of Ɛ' and Ɛ\", respectively. The results of the proposed DNN-based model have been compared with the response surface method (RSM) based model; among these, the DNN-based model shows significantly better results. Further, the DNN-based estimates of Ɛ' and Ɛ\" for loam texture at a moisture content of 18% (i.e. in between observed experiments of 15% and 20%) are made and plotted with actual observed values at 15% and 20% to verify the predictive ability of the proposed DNN-based model. It shows an acceptable estimate of dielectric properties and the effectiveness of the fast and innovative DNN-based approach for predicting soil's dielectric properties depending upon multiple factors.","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"25 1","pages":"145 - 167"},"PeriodicalIF":1.5,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75022366","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Self-sensing reinforced concrete for damage assessment and real time strength development in smart structures 用于智能结构损伤评估和实时强度开发的自感知钢筋混凝土
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-07-22 DOI: 10.1080/08327823.2022.2103628
M. Ozturk
Abstract In this study, a self-sensing smart structure was developed with a novel approach. Electromagnetic wave based self-sensing structure designed by sending waves to the reinforced concrete structure through the reinforcement by using a coaxial cable. EM measurements were based on estimating the reflected EM waves through the reinforced concrete. Correlations between reflected EM wave, damage in reinforced concrete and strength development in concrete was estimated. According to test results, it was seen that with increasing crack width of reinforced concrete by applying monotonic load, reflection of EM wave through the reinforced concrete decreased. It was also seen that with strength development of the concrete, reflection of EM through the reinforced concrete increased. In the light of the findings of this study it can be said that, damage assessment and monitoring strength development of the reinforced concrete is possible in real time with applying the proposed novel technique.
摘要本研究采用一种新颖的方法开发了一种自感知智能结构。基于电磁波的自感知结构是利用同轴电缆通过钢筋向钢筋混凝土结构发送电磁波。电磁测量是基于估计通过钢筋混凝土反射的电磁波。估计了反射电磁波、钢筋混凝土损伤与混凝土强度发展之间的相关性。试验结果表明,随着单调荷载作用下钢筋混凝土裂缝宽度的增大,电磁波通过钢筋混凝土的反射减小。随着混凝土强度的增加,电磁在钢筋混凝土中的反射增大。研究结果表明,应用该方法可以实现钢筋混凝土的损伤实时评估和强度动态监测。
{"title":"Self-sensing reinforced concrete for damage assessment and real time strength development in smart structures","authors":"M. Ozturk","doi":"10.1080/08327823.2022.2103628","DOIUrl":"https://doi.org/10.1080/08327823.2022.2103628","url":null,"abstract":"Abstract In this study, a self-sensing smart structure was developed with a novel approach. Electromagnetic wave based self-sensing structure designed by sending waves to the reinforced concrete structure through the reinforcement by using a coaxial cable. EM measurements were based on estimating the reflected EM waves through the reinforced concrete. Correlations between reflected EM wave, damage in reinforced concrete and strength development in concrete was estimated. According to test results, it was seen that with increasing crack width of reinforced concrete by applying monotonic load, reflection of EM wave through the reinforced concrete decreased. It was also seen that with strength development of the concrete, reflection of EM through the reinforced concrete increased. In the light of the findings of this study it can be said that, damage assessment and monitoring strength development of the reinforced concrete is possible in real time with applying the proposed novel technique.","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"37 1","pages":"168 - 177"},"PeriodicalIF":1.5,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78610515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editor's message: highlighting the importance of transcendent conferences 编者寄语:强调卓越会议的重要性
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-07-03 DOI: 10.1080/08327823.2022.2106070
J. Aguilar-Garib
{"title":"Editor's message: highlighting the importance of transcendent conferences","authors":"J. Aguilar-Garib","doi":"10.1080/08327823.2022.2106070","DOIUrl":"https://doi.org/10.1080/08327823.2022.2106070","url":null,"abstract":"","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"15 1","pages":"143 - 144"},"PeriodicalIF":1.5,"publicationDate":"2022-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72523703","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Modeling the effect of immersion fluids on the radiofrequency heating performance of cornflour 浸泡流体对玉米粉射频加热性能影响的建模
IF 1.5 4区 工程技术 Q4 ENGINEERING, CHEMICAL Pub Date : 2022-04-03 DOI: 10.1080/08327823.2022.2066771
Qianyi Chen, Damla Dag, F. Kong, Ran Yang, Jiajia Chen
Abstract Non-uniform heating is a significant challenge in radiofrequency (RF) heating of low moisture foods. Previous experiments showed that the immersion of fluids (air, deionized water, and soybean oil) changed the RF heating uniformity and rate of cornflour. However, the behind mechanism is not well understood. This study developed a finite-element-based model that incorporated quasi-static electromagnetics and Fourier’s heat transfer to understand the effect of the three immersion fluids on the RF heating performance of cornflour. The model was validated and showed good agreement with experimental thermal images. The simulation results showed that the immersion of soybean oil increased the average heating rate and improved the heating uniformity compared to immersions of air and deionized water. Less distortion of electric potential reduced the fringe effect of edge heating and thus improved the heating uniformity. The higher heating rate was attributed to more dissipated power within the cornflour sample and less surface heat loss from cornflour to the surrounding fluid than the immersion of air or water. The use of soybean oil as immersion fluid could be a promising strategy to be implemented with RF technology to improve heating performance of low moisture food products.
在低水分食品的射频加热中,加热不均匀是一个重大挑战。先前的实验表明,流体(空气、去离子水和大豆油)的浸泡改变了玉米面粉的射频加热均匀性和速率。然而,其背后的机制尚不清楚。本研究建立了一个基于有限元的模型,结合准静态电磁学和傅立叶传热来了解三种浸泡流体对玉米粉射频加热性能的影响。对模型进行了验证,与实验热图像吻合较好。模拟结果表明,与空气和去离子水浸泡相比,大豆油浸泡提高了平均加热速率,改善了加热均匀性。减小了电势的畸变,减小了边缘加热的边缘效应,提高了加热的均匀性。与空气或水浸泡相比,玉米粉样品内部耗散的能量更多,玉米粉向周围流体的表面热损失更少,因此加热速率更高。利用大豆油作为浸渍液,利用射频技术提高低水分食品的加热性能是一种很有前途的策略。
{"title":"Modeling the effect of immersion fluids on the radiofrequency heating performance of cornflour","authors":"Qianyi Chen, Damla Dag, F. Kong, Ran Yang, Jiajia Chen","doi":"10.1080/08327823.2022.2066771","DOIUrl":"https://doi.org/10.1080/08327823.2022.2066771","url":null,"abstract":"Abstract Non-uniform heating is a significant challenge in radiofrequency (RF) heating of low moisture foods. Previous experiments showed that the immersion of fluids (air, deionized water, and soybean oil) changed the RF heating uniformity and rate of cornflour. However, the behind mechanism is not well understood. This study developed a finite-element-based model that incorporated quasi-static electromagnetics and Fourier’s heat transfer to understand the effect of the three immersion fluids on the RF heating performance of cornflour. The model was validated and showed good agreement with experimental thermal images. The simulation results showed that the immersion of soybean oil increased the average heating rate and improved the heating uniformity compared to immersions of air and deionized water. Less distortion of electric potential reduced the fringe effect of edge heating and thus improved the heating uniformity. The higher heating rate was attributed to more dissipated power within the cornflour sample and less surface heat loss from cornflour to the surrounding fluid than the immersion of air or water. The use of soybean oil as immersion fluid could be a promising strategy to be implemented with RF technology to improve heating performance of low moisture food products.","PeriodicalId":16556,"journal":{"name":"Journal of Microwave Power and Electromagnetic Energy","volume":"61 1","pages":"103 - 123"},"PeriodicalIF":1.5,"publicationDate":"2022-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85639029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
期刊
Journal of Microwave Power and Electromagnetic Energy
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1